THE POTENTIAL DETRIMENTAL IMPACT OF GALACTIC
COSMIC RADIATION ON CENTRAL NERVOUS SYSTEM AND
HEMATOPOIETIC STEM CELLS
By
RUTULKUMAR UPENDRABHAI PATEL
Submitted in partial fulfillment of the requirements
For the degree of Doctor of Philosophy
Dissertation Advisor: Dr. Scott M. Welford, Ph.D
Department of Pharmacology
CASE WESTERN RESERVE UNIVERSITY
January, 2019 CASE WESTERN RESERVE UNIVERSITY SCHOOL OF GRADUATE STUDIES
We hereby approve the thesis/dissertation of Rutulkumar Upendrabhai Patel
Candidate for the Doctor of Philosophy degree *.
(signed) Derek Taylor (Committee Chair)
Scott M. Welford (Dissertation Advisor)
Stanton L. Gerson (Committee Member)
Marvin Nieman (Committee Member)
Jennifer Yu (Committee Member)
(date) December 3rd, 2018
*We also certify that written approval has been obtained for any
proprietary material contained therein.
ii
Dedication
I would like to dedicate this dissertation to my parents, Upendrabhai and
Ujvalakumari Patel, who supported my wishes and ambitions despite being lived most of their lives in a lower-middle class family income. They sacrificed a lot to make sure a better life for their children. I would also like to dedicate this to my two sisters, Ekta and Vanita, for their support and encouragement over the years.
iii
Table of Contents
Table of Contents ……………………………………………………………….. iv
List of Figures ………………………………………………………………….. viii
Acknowledgements ……………………………………………………………. xii
Abstract ……………………………………………………………….…………. 1
Chapter 1: Introduction and Background ………………………………….. 3
1.1 Radiation, DNA Damage, and Carcinogenesis …………………………... 3
1.1.1 Space Radiation Environment and Induction of DNA
Damage …………………………………………………………… 8
1.1.2 Radiation Induced Carcinogenesis ………………...... 10
1.2 Hematopoietic Stem Cell Niche and Functions …………………………… 12
1.2.1 Low-LET Irradiation and HSC Injuries …………………………. 16
1.2.2 High-LET Irradiation Impact on HSCs …………………………. 17
1.3 Importance of Mismatch Repair ……………………………………………. 20
1.3.1 Compromised MMR and Cancer …………………...... 25
1.3.2 MLH1, an Important MMR Component ………………………… 26
1.4 Radiation Exposure and Central Nervous System ……………………….. 27
1.4.1 Harmful Effects of Low-LET Irradiation on CNS ………………. 31
1.4.2 High-LET Irradiation Disrupts CNS functions …………………. 32
1.5 Statement of Purpose ……………………………………………………… 32
iv
Chapter 2: Long-term deficits in behavior performances caused by low- and high-linear energy transfer radiation ……………………...... 37
2.1 Abstract ………………………………………………………………………. 37
2.2 Introduction ………………………………………………………………….. 39
2.3 Materials and Methods ……………………………………………………… 41
2.4 Results ………………………………………………………………………... 46
2.5 Discussion ……………………………………………………………………. 50
2.6 Acknowledgements ……………………………………………...... 55
Chapter 3: MMR deficiency does not sensitize or compromise the function of hematopoietic stem cells to low and high LET radiation …………….. 64
3.1 Abstract ………………………………………………………………………. 64
3.2 Introduction …………………………………………………………………... 66
3.3 Materials and Methods ……………………………………………………… 69
3.4 Results ………………………………………………………………………... 72
3.5 Discussion ……………………………………………………………………. 78
3.6 Acknowledgements …………………………………………………………. 81
v
Chapter 4: Mlh1 deficiency increases the risk of hematopoietic malignancy after simulated space radiation exposure ………………………………… 100
4.1 Abstract ……………………………………………………………………... 100
4.2 Introduction …………………………………………………………………. 102
4.3 Materials and Methods …………………………………………………….. 104
4.4 Results ………………………………………………………………………. 107
4.5 Discussion ………………………………………………………………….. 113
4.6 Acknowledgements ………………………………………………………… 117
Chapter 5: Age related loss of Mlh1 in hematopoietic stem cells accelerates tumorigenesis post simulated solar or galactic cosmic radiation exposure
………………………………………………………………………………………. 139
Chapter 6: Discussion and Future Directions ……………………………. 149
6.1 Tumorigenesis depends on LET of radiation source and Mlh1 status of HSCs
………………………………………………………………………………………. 152
6.2 Determine the impact of mixed beam GCR exposure on tumorigenesis of Mlh1 chimeric mouse model …………………………………………………………. 157
6.3 Define the mitigating potential of dietary polyamines as a countermeasure for
GCR induced tumorigenesis …………………………………………………... 161
vi
6.4 Concluding Remarks ……………………………………………………... 163
References ……………………………………………………………………... 166
vii
List of Figures
Figure 1.1: Overview of DNA Damage, Repair Mechanisms, and Consequences
…………………………………………………………………………………………. 6
Figure 1.2: Overview of Hematopoietic Stem Cell Niche Components and
Hematopoiesis …………………………………………………………………… 14
Figure 1.3: Schematic Representation of Mismatch Repair Post Replication
………………………………………………………………………………………... 23
Figure 1.4: Symptoms and Timeline for the Development of IR-induced Brain
Injuries …………………………………………………………………………….. 29
Figure 2.1: Diminished activity is a late toxicity from low- and high-LET radiation
………………………………………………………………………………………... 56
Figure 2.2: Long-term motor coordination defects were revealed after low- and
high-LET radiation ……………………………………………………………….. 58
Figure 2.3: Low- and high-LET radiation cause long-term recognition memory loss
………………………………………………………………………………………... 60
Figure 2.4: Transient spatial memory loss is caused by γ-ray and 56Fe ion radiation
………………………………………………………………...... 62
Figure 3.1: High LET radiation induces similar long term damage to the bone marrow as γ radiation ……………………………………………………………. 82
Figure 3.2: High LET radiation is more damaging to clonogenic capacity of stem cells than low LET radiation, but independent of MMR status ………………. 84
viii
Figure 3.3: Blood counts demonstrate similar acute damage to the hematopoietic system across LET ………………………………………………………………. 86
Figure 3.4: Mlh1 knockout mice display enhanced sensitivity to IR
………………………………………………………………………………………... 88
Figure 3.5: Long term effects on hematopoiesis by IR is independent of MMR status ……………………………………………………………………………… 90
Figure 3.6: Defects in Mlh1 function do not enhance decreased competitive repopulation caused by IR ………………………………………………………. 92
Supplementary Figure 3.1: Myeloid CFU survival post radiation exposure
………………………………………………………………………………………... 94
Supplementary Figure 3.2: Lymphocyte counts in Mlh1+/+ and Mlh1-/- mice
………………………………………………………………………………………. 96
Supplementary Figure 3.3: Bone marrow cellularity in Mlh1+/+ and Mlh1-/- mice
………………………………………………………………………………………... 98
Figure 4.1: Long-term tumorigenesis assay post low- and high-LET radiation
exposure ………………………………………………………………………… 119
Figure 4.2: Histopathology of tumors from Mlh1+/+ and Mlh1+/- mice
………………………………………………………………………………………. 121
Figure 4.3: Immunohistochemistry of lymphomas from Mlh1+/+ and Mlh1+/- mice
………………………………………………………………………………………. 123
ix
Figure 4.4: Microsatellite instability found in Mlh1+/+ and Mlh1+/- tumors
………………………………………………………………………………………. 125
Figure 4.5: Whole exome sequencing analysis of Mlh1+/+ and Mlh1+/- TRB
lymphomas ……………………………………………………………………… 127
Figure 4.6: Correlation between frequently mutated mouse TRB lymphoma genes
vs human leukemia genes ……………………………………………………... 129
Supplementary Figure 4.1: HSC acute functional assays post radiation exposure
………………………………………………………………………………………. 131
Supplementary Figure 4.2: HSC differentiation independent of Mlh1 status
………………………………………………………………………………………. 133
Figure 5.1: 1H ion and 28Si ion irradiation affects HSC acute function, but not long- term differentiation ……………………………………………………………… 143
Figure 5.2: Incidence of tumorigenesis in Mlh1+/+ and Mlh1+/- mice post 1H ion and
28Si ion exposure ……………………………………………………………….. 145
Figure 5.3: Gene expression profile of Mlh1+/+ vs Mlh1+/- TRB lymphomas
………………………………………………………………………………………. 147
Figure 6: Summary explains the detrimental impact of GCR on mouse brain and
hematopoietic stem cell ………………………………………………………... 150
Figure 6.1: The impact of LET and Mlh1 status on GCR induced tumorigenesis
………………………………………………………………………………………. 155
x
Figure 6.2: Generation of Mlh1-/- chimeric mouse model and study of tumorigenesis …………………………………………………………………… 159
xi
Acknowledgements
I came to the United States in 2007 to pursue my career in the field of science and it was an exciting phase of my life to be in a vast country with plenty of opportunities around, but soon a honeymoon period was vanished and a real struggle began to find my place. Finding the first job was a really difficult task after graduating with Master’s degree and a minimal laboratory experience. At that time,
Dr. Rajendra Mehta gave me an opportunity to kick start my career at IIT Research
Institute, Chicago where I found my love for cancer research, and I knew that I had found my career path.
The second opportunity was given to me by Dr. Nancy Oleinick at the
CWRU, where she constantly supported and encouraged me to further pursue my education by getting into Ph.D. program. While working under excellent supervision of Dr. Oleinick, I met Dr. Scott Welford and came across a project funded by NASA, which immediately grabbed my attention. At that moment, I decided to pursue my Ph.D. under Dr. Welford’s mentorship. He taught me many lessons over the years but the importance of “asking the right question” to do a good science was the most insightful advice he ever gave me. Dr. Stanton Gerson, despite being extremely busy with multiple responsibilities, gave his precious time and advice throughout my journey. Dr. Derek Taylor, Dr. Marvin Nieman, and Dr.
Jennifer Yu were very instrumental in providing new perspective and kept me on the track throughout my dissertation. I received tremendous support from the department of pharmacology, my fellow lab members, and core facilities at CWRU,
xii
University Hospitals, Cleveland Clinic, University of Michigan, and University of
Miami.
Finally, the unconditional love and support I have received from my parents
(Upendrabhai and Ujvalakumari), my sisters (Ekta and Vanita), and friends. Most
importantly the unconditional support I have received from my wife Saloni Patel,
who is the most understanding person I have ever met by far. There isn’t enough
room to describe how lucky I feel to be in a place of ample opportunities and right
assistance during my career. I truly believe that no man or woman is self-made, we all are here because sacrifices and help we received from family, friends, and mentors. I would like to thank everyone from bottom of my heart who knowingly or unknowingly helped me to be where I am today.
xiii
The Potential Detrimental Impact of Galactic Cosmic Radiation on Central
Nervous System and Hematopoietic Stem Cells
Abstract
By
RUTULKUMAR UPENDRABHAI PATEL
Space travel is associated with many primary hazards, but the risk associated with space radiation induced damage to the central nervous system
(CNS) and hematopoietic stem cells (HSCs) could be the limiting factor for the future exploration missions. The major component of space radiation is galactic cosmic radiation (GCR) and it is composed of high-linear energy transfer (LET) radiation. The lack of human data and poor understanding of high-LET radiobiology make current risk prediction models less reliable to assess the potential risk associated with long-term space travel. Thus, we irradiated C57bl/6 mice with a low-LET (γ-rays or 1H ions) or high-LET (28Si ions or 56Fe ions) ionizing radiation (IR) and performed a battery of behavioral tests at 5 and 9 month post exposure to study CNS defects. We found that each radiation source showed distinct effects on the behavioral tests performed, with most prominent impact on non-spatial memory, suggesting that the initial damage and subsequent molecular changes caused by each ion species were inherently unique.
MLH1 is a major component of MMR and a recent study has demonstrated that human CD34+ HSCs loses expression of MLH1 due to promoter hypermethylation as a function of age. Given that the upper end of astronauts are
1
~46 years old, HSCs with compromised MMR function will be exposed to high-LET space radiation leading to increase HSC malignancies. Therefore, we irradiated
Mlh1+/+ and Mlh1+/- mice with different doses of γ-rays, 1H, 28Si, or 56Fe particles.
We found that loss of Mlh1 significantly increases the incidence of lymphomagenesis in Mlh1+/- mice post IR compared to sham-irradiated Mlh1+/- or irradiated Mlh1+/+ mice. In addition, the early incidence and higher frequency of lymphomagenesis was dependent on radiation quality factor with a maximum impact observed at 28Si ion IR. Further, the molecular signature of the lymphomas revealed a striking correlation to human leukemias, implying the relevance of using a MMR compromised mouse model to recapitulate middle-aged human HSCs.
Collectively, our findings provide deeper insight into the long-term detrimental impact of space radiation induced behavioral deficits and HSC malignancy that may limit our future space exploration missions without tough interventions.
2
Chapter 1 – Introduction and Background
1.1 Radiation, DNA Damage, and Carcinogenesis
The field of radiology was born soon after the discovery of x-rays in 1896.
Shortly after the discovery of x-rays, radioactivity emitted by radium was detected
and used for the treatment of cancer and thus the emergence of the study of
radiobiology. Ionizing radiation (IR) contains enough energy to remove tightly
bound electrons from the orbits of atoms or molecules, causing ionization of
biological molecules such as DNA, protein, lipids, and carbohydrates. IR causes
damage through direct ionization of target atoms or molecules, called direct action,
or through indirect ionization of water molecules to produce free radicals that are
able to cause damage to target molecules, called indirect action. The majority of radiobiology experiments use x-rays or γ-rays that do not differ in nature or property, but x-rays are produced extranuclearly while γ-rays produced intranuclearly. In the case of x-rays or γ-rays, two thirds of the biological damage caused by indirect ionization due to sparse energy deposition occurs as photons passing through a cell. However, direct ionization dominates in the case of α- particles due to the dense ionization pattern of positively charged particles passing through a cell. The main difference between sparsely ionizing radiation and densely ionizing radiation is the amount of energy deposition occurring per unit length of the particle track, and is called linear energy transfer (LET) and measured in KeV/µm. X-rays or γ-rays are considered as a low-LET radiation due to less energy deposition per unit length of the track while α-particles are considered as a high-LET radiation due to large amount of energy deposited in a small distance.
3
Therefore, biological consequences of exposure to IR such as cell death, genetic mutations, and chromosomal aberrations are affected directly by radiation of different LET.
DNA is the major biomolecule of interest when it comes to IR induced cell damage or death. IR generates oxidative stress via formation of reactive oxygen species (ROS) and reactive nitrogen species (RNS) in not only irradiated cells but also in their progeny for days after initial insult [1-4]. In fact, the concentration of
ROS and RNS along the tracks of irradiating particles have important consequences to the extent and nature of induced DNA damages such as DNA breaks, base modifications, and destruction of sugars in DNA [5-9]. Evidently, It has been shown that 1 Gy of low-LET γ-rays creates roughly 1300 base modifications, 1000 single strand breaks (SSB), and 40 double strand breaks
(DSB) in mammalian cell [10]. In addition, IR induces gross changes at the chromosomal level where aberrations such as dicentrics and ring formation in chromosomes and anaphase bridge formation in chromatids are lethal to cells.
Non-lethal chromosomal changes (translocations and small deletions) are also caused by IR leading to genomic instability rather than cell death. Collectively, many decades of research have shown that IR is a potent DNA damaging agent and causes biological changes that may takes hours, days, or months for cell killing, years for carcinogenesis, and even generations for hereditary damage.
Cells are equipped with potent DNA damage responses (DDR) and DNA repair proteins to execute the removal of DNA lesions. The DDR plays a crucial role in handling not only IR-induced damage but also chemical or metabolic stress
4
generated DNA damages. For instance, base excision repair (BER) is responsible
for correcting non-bulky damage to DNA bases, mismatch repair (MMR) is
responsible for correcting base:base mismatches or small insertion/deletion loops,
nucleotide excision repair (NER) is responsible for correcting multiple forms of
DNA damages including pyrimidine dimers and intrastrand crosslinks, and double
strand break repair is responsible for correcting DNA double stand breaks through
two highly conserved pathways: non homologous end-joining (NHEJ) and
homologous recombination (HR) (figure 1.1, adapted from [11]). Evidence suggests that DSBs are the most important lesion produced by IR and leads to cell death if unrepaired [12]. Therefore, the DDR is a central component of radiation induced DNA damage signaling and a damage tolerance mechanism that maintains a critical balance between cell survival and programmed cell death pathways.
5
Figure 1.1: Overview of DNA Damage, Repair Mechanisms, and
Consequences.
(A) Different types of DNA lesions instigated by common DNA damaging agents and DNA damage response pathways responsible for resolving these lesions.
(B) Acute effects of DNA damage on cell cycle progression and chronic effects of
DNA damage, including mutations and chromosome aberrations leading to cell death or disease such as cancer. Abbreviations: cis-Pt – cisplatin; MMC – mitomycin C; CPD – cyclobutane pyrimidine dimer; BER – base excision repair;
NER – nucleotide excision repair; HR – homologous recombination; EJ – end joining
Figure adapted from Hoeijmakers Nature 2001, 411:366-374
6
Figure 1.1: Overview of DNA Damage, Repair Mechanisms, and
Consequences.
Figure adapted from Hoeijmakers Nature 2001, 411:366-374
7
1.1.1 Space Radiation Environment and Induction of DNA Damage
One of the major underappreciated health concerns for the long-term deep
space missions is space radiation. While there are highly accurate predictions of
the types and doses of exposure in deep space from various Mars-bound vehicles,
we currently have a poor understanding of how space radiation will influence
human health directly, and thus we lack a predictable health risk model for deep
space endeavors. Space radiation consists of a broad spectrum of low-, medium-
, and high-LET radiation sources coming from galactic cosmic radiation (GCR),
solar energetic particles (SEP) emitted from the Sun, and trapped energetic
particles in the Van Allen radiation belts [13-15]. In particular, GCR are composed
of high-energy protons (85%), helium ions (14%), and nuclei of heavier elements
such as 12C, 16O, 20Ne, 28Si, 40Ca, 48Ti, and 56Fe ions, called HZE (high atomic number Z and energy E) particles (1%) [16]. HZE nuclei deposit large amount of energy throughout the track of each particle along with lateral extensions of low-
LET energetic electrons (δ-rays), which travel many microns from the original track
[17, 18]. SEPs and trapped energetic particles in the Van Allen radiation belts
include low to medium energy protons and electrons [16]. Therefore, space radiation is a harsh environment for astronauts and the potential risk associated with high-LET radiation exposure could limit our future endeavors.
Astronauts on the International Space Station (ISS) travel below and through the Van Allen belts, and are generally protected from SEPs and most of the GCR by the earth’s magnetic field and to a lesser extent by the shielding materials on the station itself, which can absorb lower energy protons and charged
8 particles. However, astronauts on deep space missions will be challenged by GCR and SEP radiation, occasional solar weather changes in the form of fairly high dose-rate solar particle events (SPEs), and the Van Allen radiation belts as they travel beyond low Earth orbit with only the spacecraft hull and contents to shield them [19]. Despite the low frequency of HZE ions, contributing to only 1% of GCR,
HZE ions deliver about 1–2 mSv whole body dose per day and have dense ionization patterns such that they are the main contributor to risk from GCR [16,
20]. Therefore, the deep space environment includes radiation exposure to HZE particles that we as a species have not endured, but will need to resolve before a
2–3 year exposure during a Mars or future deep space missions.
The spatial pattern of DNA lesions caused by HZE nuclei and low-LET irradiation are distinct in nature [18, 21, 22]. There are also qualitative differences in DNA damage induction and DDR between low- and high-LET irradiation [23-26].
For instance, high-LET IR creates complex cluster DNA damage that contains a combination of two or more types of damages (SSB, DSB, base modifications, and so on) within localized region of DNA [27, 28]. Studies have shown that HZE nuclei generate large γ-H2AX foci size and delayed removal of γ-H2AX foci post IR compared to low-LET IR [29]. Furthermore, HZE nuclei induce a much higher level of complex chromosomal rearrangements compared to sparsely ionizing IR [30-
32]. Emerging evidence suggests that there is a substantial difference in gene expression profile after high-LET compared to low-LET radiation exposure [33, 34].
To date, no experiments have shown that different DNA repair pathway machinery is evoked following high-LET vs low-LET radiation exposure. However, DDR
9
proteins, including ataxia-telangiectasia mutated (ATM), ataxia-telangiectasia and
Rad3-related (ATR), Artemis, and NBS1, could play a huge role in the repair of
complex cluster DNA damages generated by high-LET IR. Collectively, these data
suggest that high-LET IR is qualitatively and quantitatively different from terrestrial
radiation and hence could lead to a substantial genomic changes.
1.1.2 Radiation induced carcinogenesis
Irradiation has a potential to initiate and promote cancer formation and thus
is viewed as a complete carcinogen. Standard radiotherapy uses low-LET ionizing
radiation to eliminate tumor cells via damaging the DNA. At the same time,
exposure to DNA damaging agents raises the possibility to initiate normal cells
around the tumor and lead to formation of secondary tumors at a later stage of life.
The most extensive data on the devastating effects of low-LET radiation on human
health were derived from individuals exposed to the atomic bomb explosions in
Hiroshima and Nagasaki in 1945. The data revealed radiation-induced primary
solid cancers located to the breast, thyroid, colon, and lung [35]. In addition, two
of the most sensitive organ systems have proven to be the hematopoietic and the
gastrointestinal systems, with dose being the most discriminating factor between
onset and severity of the two. Analysis of survivors of the immediate bomb blasts
have found that the majority of IR-related deaths were associated with
hematopoietic failure caused by total body irradiation (TBI), including individuals
who received doses between 2.5–5 Gy [36-38]. For long-term survivors, increased
cancer risk has become a significant cause of death, with leukemia having the
10 highest relative risk of any malignancy [39]. Collectively, the data shows that low-
LET radiation exposure in human is associated with an increased risk to carcinogenesis.
High-LET irradiation, typical of the GCR, is more damaging than low-LET irradiation, such as x-rays or γ-rays, and thus risk prediction models for astronaut health effects need to be adjusted [40]. The major space radiation-associated health risks that have been identified in various experimental models here on Earth using ground-based particle accelerator facilities are degenerative damage to various organ systems (including the circulatory system, central nervous system, and bone, muscle and cartilage microarchitecture), cataract formation, and genetic mutations leading to cancer, which are all expected to occur in the relatively low dose environment of space [19]. Historically, NASA has adopted the goal of limiting increased risk of mortality by cancer for space travel to a 3%. Various studies have been carried out using mouse models of carcinogenesis to understand the types of cancers that might occur in humans in response to HZE ion exposure, such as mammary tumors, melanoma, hepatocellular carcinoma, intestinal colorectal cancer, and leukemia [41-43]. In particular, the radiosensitive nature of the hematopoietic system makes it a crucial target for investigating the impact of high-
LET irradiation in animal models in order to extrapolate the risk to humans in the space radiation environment. A better understanding of the harmful impact of space radiation will also allow us to design appropriately targeted radioprotectors, mitigators, and novel shielding designs and materials to protect astronauts for the future deep space missions.
11
1.2 Hematopoietic Stem Cell Niche
Hematopoietic stem cells (HSCs) generate billions of cells every day throughout the life of vertebrates via the orchestrated processes of proliferation,
self-renewal, and differentiation into functional blood cells [44]. The health of HSCs depends on many factors and cellular players in the bone marrow (BM) niche, including perivascular cells, endothelial cells, osteoblasts, macrophages, and sympathetic nerves [45, 46] (figure 2.1). HSCs remain largely quiescent, effectively minimizing endogenous stress caused by cellular respiration and DNA replication processes [47]. HSC homeostasis is affected by niche signaling, niche location,
HSC stress and regeneration after injury, and even aging. However, internal and
external stresses continuously threaten HSC integrity and accumulation of genetic
instability in HSCs or in niche could lead to either stem cell failure or hematopoietic
malignancies. For instance, studies have shown that deletion of retinoic acid
receptor-gamma (RARγ) or mindbomb 1 (Mib1) within HSC microenvironment
induces myeloproliferation of wild-type cells in defective niche, suggesting a role of niche during disease formation [48, 49]. Similarly, constitutively active Wnt-
signaling pathway in osteolineage cells results in the development of acute myeloid
leukemia (AML) [50]. Therefore, HSC niche components play a critical role in
maintaining normal homeostasis and hold a key to promote proliferation and
expansion in response to disease.
Over the life of an organism on earth, HSCs are continuously challenged by
various stresses including terrestrial radiation, which is composed of up to 55% of
high-LET charged particles from radon [51]. Radiation exposure is associated with
12 causing not only genomic changes in HSCs but also influence extracellular matrix remodeling that has a direct impact on HSC functions. Thus, understanding normal hematopoietic homeostasis and responses to exogenous stressor, such as IR, can inform about how HSC will tolerate space radiation. In the context of cancer therapy, it is well appreciated that therapeutic radiation is used in the treatment of a broad spectrum of cancers including hematopoietic malignancies such as leukemia or lymphoma, and can lead to bone marrow injury [52]. From a radiobiology perspective, many laboratory studies have shown that the hematopoietic system is exquisitely radiosensitive, and damage caused by IR can lead to hematopoietic dysfunction or malignancies [37]. In addition, damage to the
HSCs themselves or damage to the supportive BM niche cells could lead to altered
HSC repopulation and bone marrow vascularization, exacerbating the harmful impact of IR [53, 54]. Collectively, many years of clinical experience and laboratory research have shown that IR is a potent stressor for the hematopoietic system, which can induce genomic instability leading to stem cell defects and cancer.
13
Figure 1.2: Overview of Hematopoietic Stem Cell Niche Components and
Hematopoiesis
Various cells involved in promoting stem cell maintenance, including stromal cells, adipocytes, endothelial cells, osteoclasts and osteoblasts, macrophages, and sympathetic neurons. Primitive stem cells have self-renewable and differentiation properties to produce multipotent progenitor cells that in turn give rise to myeloid and lymphoid progenitor cells. These progenitor cells further differentiate into lymphoid lineage cells (natural killer cell, T lymphocytes, and B lymphocytes) and myeloid lineage cells (neutrophil, basophil, eosinophil, monocyte/macrophage, platelets, and red blood cell) in order to maintain homeostasis.
Figure adapted from 2001 Terese Winslow (assisted by Lydia Kibiuk)
14
Figure 1.2: Overview of Hematopoietic Stem Cell Niche Components and
Hematopoiesis
Figure adapted from 2001 Terese Winslow (assisted by Lydia Kibiuk)
15
1.2.1 Low-LET irradiation and HSC injuries
Irradiation-induced damage leads to a hematopoietic malignancy in
humans, typically acute and chronic myeloid leukemias [55-57]. Apart from HSC
malignancies, IR exposure can also increase risk of local and systemic infections,
anemias, and potentially even susceptibility to other cancers through compromised immune function [58]. Several processes have been identified to have a role in IR- induced HSC injury, including (1) reduction in the number of HSCs due to apoptosis, senescence, or differentiation; and (2) damage to the bone marrow microenvironment affecting niche signaling [59-61]. IR is a potent activator of apoptosis and studies have shown that modulating the expression levels of a key anti-apoptotic protein, BCL-2, can protect the hematopoietic compartment against radiation-induced HSC death [62, 63]. Moreover, recent studies have investigated
a role of Puma, pro-apoptotic BH3-only protein, and shown that it plays a crucial role in IR-induced HSC apoptosis [64, 65]. Therefore, elucidating the mechanisms
of IR-induced HSC injury is important to understand the susceptible nature of
hematopoietic system.
Radiation also affects differentiation of HSCs, and a recent study has shown
that exposure to IR depletes HSCs by boosting differentiation into the lymphoid
lineage [66]. In the early 1960s, it was demonstrated that human diploid fibroblasts
have a limited growth capacity due to the finite length of telomeres and the
mechanical end-replication problem of DNA synthesis [67, 68]. The first evidence
of senescence in hematopoietic stem cells was observed in Bmi1-/- mice where
knockout mice developed progressive BM hypoplasia leading to early death [69,
16
70]. In fact, the study showed that IR treatment induces senescence in vitro and in vivo with increased expression of SA-β-gal (senescence associated β- galactosidase), p16, and Arf [60, 61]. Radiation induced senescence is well- described in relation with production of ROS in fibroblasts, and likely also highly relevant in the HSC setting [71-73]. In fact, it was found that ataxia-telangiectasia mutated ATM-/- mice exhibited progressive failure of hematopoietic function attributed to premature senescence due to increased production of ROS [73].
Finally, studies have also shown that IR not only affects HSCs directly, but also induces significant BM stroma (including fibroblasts) injury in a time and dose dependent manner [74-76]. Collectively, these data suggest that HSC compartment as a whole is quite sensitive to radiation exposure and would likely be even more sensitive to damage caused by HZE particle exposure.
1.2.2 High-LET Irradiation impact on HSCs
On the journey to Mars, every cell in an astronaut’s body will be hit by low and medium energy 1H ion approximately every 3–4 days, 4He nuclei every few weeks, and HZE particles every few months [19]. Radiation exposure from these sources during spaceflight could have profound short- and long-term negative impacts on human physiology including morbidity/mortality in astronauts [13, 27,
28]. These HZE particles create complex clustered DNA damage and the complexity of clustered DNA damage increases with increasing Z of HZE particles, rendering DNA repair even more difficult [13]. Unrepaired DNA damage in HSCs is capable of inducing either clonogenic death or substantial genomic instability
17
leading to cancer. Therefore, it is crucial to study the effect of HZE particles on
human health in order to understand the risk associated with human-based space
explorations.
The human hematopoietic system is highly sensitive to the development of
leukemia and lymphomas from exposure to low-LET, sparsely ionizing γ-rays. In
fact, IR-induced leukemias are a well-known outcome in the A-bomb survivors.
Protons, which are the most frequent ion species in the SEP and GCR fields in
space, have similar LET values to γ-rays, making them an important ion species to study the risk associated with space travel, with a general hypothesis that information gleaned from terrestrial radiation sources would be applicable. Thus, many studies have been carried out to compare the effects of protons with different energies on cell and animal models and the effects of TBI proton exposure on the hematopoietic system, with gamma radiation as a reference standard radiation.
Simulated SPE protons at a dose of 0.5 Gy or 1 Gy show significantly increased chromosomal aberration in lymphocytes up to 2 months post exposure compared to untreated mice [77]. C57BL/6J mice exposed to 1 Gy of 150 MeV/n 1H irradiation
show substantial BM injury resulting in significant lower frequency of HSCs long
term after the whole body exposure [78]. Sequential exposure to protons (1 GeV/n)
and heavy ion such as 56Fe ions (1 GeV/n) shows significant deleterious in vitro
impact on HSC colony formation [34]. These studies imply that low-LET SPE
protons may have short- and long-term harmful impact on human hematopoietic
system.
18
Though much lower in frequency than protons, the GCR field is also
composed of high-LET 4He nuclei and elements such as 12C, 16O, 20Ne, and 28Si
nuclei that are more poorly understood regarding impact on the hematopoietic
stem cell population. The growing interest and investment in heavy ion (hadron)
radiotherapy such as 12C ion therapy for cancer treatment also demands careful
determination of HZE ion effects on normal physiology. Heavy ion radiotherapy
takes advantage of the Bragg curve of the charged particle, which describes the
relationship of energy delivered versus distance, to deliver highly localized doses
precisely to a tumor at the particle’s so-called Bragg peak, thereby limiting
exposure to the normal tissue beyond the target area. However, the effect of heavy
ion exposure on normal circulating HSC or in the marrow within the treatment field
could in theory lead to DNA damage and even secondary malignancies. CD34+
stem cells from human placental/umbilical cord blood exposed in vitro to carbon
ion (290 MeV/n) at 0.5 or 1.5 Gy dose display severe damage to clonal growth of
myeloid hematopoietic stem/progenitor cells (HSPCs) compared to low-LET x-rays
[79]. Thus, there is a significant justification for the quest to understand the effects
of hadrons on the HSC on normal tissues as well.
The short- and long-term impact of HZE particles on the hematopoietic system was also studied recently in a rodent model. Acute effects of a 1 Gy TBI
16O ion irradiation (600 MeV/n) on C57BL/6J mice showed a significant decrease
in peripheral blood cells at two weeks that was correlated with substantial reduction
in HSPC clonogenic potential in an in vitro assay compared to sham-irradiated
controls [80]. Epigenetic changes, such as DNA methylation, are known to align
19
with HSC lineage commitment, and can demonstrate changes after significant
cellular stress and even correlate with carcinogenesis [42, 81, 82]. Exposure of
CBA/CaJ mice to doses less than 0.5 Gy of 28Si ions (300 MeV/n) results in an
increase chromosomal aberrations and a global inhibition of 5-
hydroxymethylcytosine in HSPCs 6 months post-irradiation compared to sham controls [83]. Furthermore, it was also shown that whole body 28Si ion exposure in
CBA/CaJ mice cause significantly higher levels of apoptotic cell death and
inflammatory response in BM cells 6 months post-exposure compared to sham-
irradiated mice [84]. These findings suggest that high-LET HZE particle irradiation
has short- and long-term effects on HSCs and are beginning to demonstrate some
unpredicted changes to HSC biology compared to standard x-rays and γ-ray
radiation. Beyond this exciting initial story, with an incompletely defined
mechanism, the effects of GCR on the hematopoietic system remain a significant
concern for space travel.
1.3 Importance of Mismatch Repair
The mismatch repair system plays a vital role in minimizing errors generated
during replication that escape proofreading. MMR is responsible for repair of base-
base mismatches and small insertion/deletion loops (INDELs) arising during
replication and failure of this mechanism leads to a threefold increase in mutational
frequencies [85-87]. The MMR contributes to fidelity of replication by the sequential
process of mismatch base identification, wrong base excision, and re-synthesis of
correct base. The MMR system achieves this feat with the help of different MMR
20
and accessory proteins. The MMR pathway starts with an identification of
mismatches occurring during replication by MutS heterodimers such as
MSH2/MSH6 (MutSα) or MSH2/MSH3 (MutSβ). The MutSα recognizes single
base mismatch or 1-2 nucleotide INDELs, while the MutSβ recognizes 3-6 bases
mismatches or small INDELs. The MutS heterodimers undergo an ADP-ATP
exchange driven conformational changes leading to recruitment of MutL
heterodimers. There are three different MutL heterodimers discovered so far;
MutLα (MLH1/PMS2 heterodimer), MutLβ (MLH1/PMS1 heterodimer), and MutLγ
(MLH1/MLH3 heterodimer) that belong to GHKL ATPase family [88]. Among all
MutL homologs, MutLα plays a prevalent role in MMR. The MutLα heterodimer
creates a nick into newly synthesized DNA, which allows EXO1, an endonuclease,
to load and degrade the DNA in a 5’ → 3’ direction. The single stranded DNA is
stabilized by replication protein A (RPA) post EXO1 exonuclease activity. The last
step includes filling the gap by polymerase δ followed by sealing the nick by DNA
ligase I (figure 3.1, adapted from [89]). The entire process is crucial to avoid
mutation accumulation in daughter cells post replication.
The core MMR proteins are not only involved in correction of errors during
replication but are also involved in homologous recombination and non- homologous end joining of double strand breaks [90, 91]. Interestingly, MMR is
also found to be involved in mutagenic processes such as somatic hypermutation
(SHM), class switch recombination (CSR), and instability of trinucleotide repeats
(TNRs) [92]. For instance, our immune system is capable of generating a large
number of diverse antibody repertoires in order to deal with harmful antigens. To
21
achieve this goal, several mutagenic processes occurs at the immunoglobulin
locus that alters the genetic information in order to create sufficient diversity.
During the early developmental stage, B-cells produce a primary stock of low affinity IgM antibodies that go under a secondary diversification process that alters
the sequence and structure at the immunoglobulin genes. The second
diversification process requires SHM and CSR mechanisms to generate different
classes of antibodies [93-95]. In addition, MMR mediates DNA damage-induced
signaling, such as cell cycle arrest and apoptosis. Studies have shown that hMutSα
and hMutLα deficient cells are impaired in cell cycle arrest due to failure of p53
and p73 phosphorylation post DNA damage [96-100]. The involvement of MMR in
various processes underlies the importance of the pathway, and disruption of MMR
has been shown to associate with several diseases, including cancer.
22
Figure 1.3: Schematic Representation of Mismatch Repair Post Replication.
(1) Mismatch recognition: MMR process begins at G/T mismatch site by the
binding of MutSα (MSH2/MSH6 heterodimer). (2) Recruitment of machinery: Upon
binding, MutSα undergoes an ATP-driven conformational changes to recruit MutLα
(MLH1/PMS2 heterodimer). This complex can translocate in either direction on
DNA contour in order to encounter a strand break (gap between Okazaki fragments in lagging strand or nick introduced by PMS2 in leading strand). EXO1 and PCNA bind to MutSα/MutLα complex and initiate degradation that will terminate past the G/T mismatch site. (3) Re-synthesis and ligation: The resulting
single stranded DNA is stabilized by RPA. Finally, new DNA stretch synthesis
occurs by DNA polymerase δ and DNA ligase I seals the remaining nick.
Figure adapted from Sara Thornby Bak, Front. Genet., 21 August 2014.00287
23
Figure 1.3: Schematic Representation of Mismatch Repair Post Replication.
Figure adapted from Sara Thornby Bak, Front. Genet., 21 August 2014.00287
24
1.3.1 Compromised MMR and Cancer
A defective MMR pathway is associated with genomic instability due to mutation accumulation – a phenomenon known as hypermutator. Defective MMR
alters the length of microsatellites due to a lack of repair and thus generate
microsatellite instability (MSI). In the early 1990s, a subset of colorectal tumors
was discovered with a large number of mutations in microsatellite sequences,
which was subsequently explained by the documentation of loss of key MMR
genes in the tumors [101-104]. Ultimately, it was discovered that a compromised
MMR pathway predisposes to lynch syndrome (an autosomal dominant genetic
condition) due to a germline mutation in one of the four key MMR proteins – MLH1,
MSH2, MSH6, and PMS2 [101, 105-108]. HENRY T. LYNCH, a professor of
medicine at Creighton University Medical Center, characterized the syndrome in
1966 that accounts for ~5 percent of all colorectal cancer cases. However, MMR
malfunction due to germline mutations not only predisposes to colorectal cancer
alone but also increases the risk of endometrial, ovarian, gastric, small bowel,
urothelial, brain, hepatobiliary, pancreatic, bladder, prostate, and kidney cancers
[109-116]. In addition, somatic mutations in MMR genes are also found to be
associated with many human cancers, suggesting an important role of the MMR
pathway in carcinogenesis.
MMR deficient mice have displayed significantly higher levels of MSI and
increase susceptibility to cancer. There is a strong correlation between MMR
deficiency and MSI in human cancers, and thus MSI status of the tumor could have
a clinical importance. It is a well-known fact that radiation causes random
25
mutations in cells and in absence of functional MMR the effect could be more
pronounced. In fact, MMR deficient mice have shown increased sensitivity to
radiation induced malignancy due to a higher mutation rate in the genome [117].
The evidence suggests that patients undergoing radiotherapy for cancer treatment
could be at the risk of secondary tumor formation, especially in cases of MMR
compromised patients. In addition, preclinical and clinical data have shown chemo-
resistance due to MMR deficiency. Therefore, MMR status of the tumor has a
prognostic relevance in the clinic.
1.3.2 MLH1, an Important MMR Component
MLH1 is a common component of the MutL heterodimer complexes and
plays an essential role for downstream signaling events. Studies have shown that
MLH1-containing heterodimers are involved in signaling downstream MMR events,
such as EXO1, RPA, and proliferating cell nuclear antigen/POL30 [118-123].
Structural studies of MLH1 protein have shown the importance of an ATPase
domain on N-terminal for conformational changes and a binding domain on the C-
terminal for interaction with other MMR proteins [124-129]. MLH1 is an essential
component of MMR complex and lack of MLH1 expression is associated with
impaired MMR function. Complete loss of the Mlh1 gene is not lethal in mice,
however, knockout mice show elevated levels of MSI and significantly reduced tumor free survival.
26
The functional loss of MLH1 is one of the major contributor to hereditary
nonpolyposis colorectal cancer (HNPCC) or Lynch syndrome. In fact, germline
mutations in MLH1 are found in roughly 30% of Lynch syndrome patients and a majority of these mutations are deletions [106, 130]. Interestingly, sporadic cancer patients show epigenetic changes, in particular MLH1 promotor hypermethylation, which leads to silencing of MLH1. In addition, over expression of miR-155 in colorectal cancer has been shown to suppress MLH1 expression [131]. In recent years, the importance of MLH1 has also been found in other cancer types. Loss of
MLH1 was found in primary human cancers such as, gastric, esophageal, head and neck squamous cell carcinoma, and non-small cell lung cancer [132-136]. In fact, the lack of MLH1 expression due to epigenetic silencing was also revealed in recurrent glioblastoma and endometrial cancers [137, 138]. In mice, Mlh1 loss is associated with frequent mutations occurring in carcinogenic loci of neurofibromatosis 1 (Nf1) and ATR [139, 140]. Collectively, the data shows that epigenetic or mutational loss of MLH1 function is strongly associated with cancer formation and hence defining MLH1 role as a tumor suppressor.
1.4 Radiation Exposure and CNS
The central nervous system (CNS) comprises of the brain and spinal cord that consist of oligodendrocytes, astrocytes, microglia, neurons, and vasculature.
Neurons are the main anatomical unit of the brain, which forms a specialized network with the help of supporting cells in order to process and interpret the
information. In recent years, studies have shown that neurogenesis occurs in the
27
adult subventricular zone and hippocampus of mammals, which is associated with
cognitive activities [141, 142]. Many exogenous factors, such as stress, various
recreational drugs, pathological conditions, therapeutic agents, and irradiation
could affect different CNS functions leading to behavior changes. The complexity
of brain requires a readout in the form of behavior changes to determine whether
functions have been altered due to the interplay of contributing factors. Behavioral
effects are difficult to quantify, but there are various rodent behavior tests available
to measure different brain functions. For instance, few rodent tests are routinely
performed to study rodent behavior performances, such as (1) Open field test,
which measures locomotive activity and anxiety level [143], (2) Rotarod test, which measures endurance, balance, and motor coordination [144], (3) T-maze test and
Morris water task, which measure spatial memory and learning [145, 146], (4)
Novel object recognition, which measures non-spatial memory [147]. These
behavior tests examine a different region of the brain and play a vital role in
connecting behavior performance changes to brain damage.
28
Figure 1.4: Symptoms and Timeline for the Development of IR-induced Brain
Injuries
IR-induced brain injury is often detected post-fractionated partial or whole brain irradiation, which regularly manifested in the form of anatomical and functional deficits. Based on the time of clinical signs, radiation-induced brain injury is divided into three distinct phases (acute, early delayed, and late delayed injuries).
Figure adapted from Dana Greene-Schloesser, Front. Genet., 19 July
2012.00073
29
Figure 1.4: Symptoms and Timeline for the Development of IR-induced Brain
Injuries
Figure adapted from Dana Greene-Schloesser, Front. Genet., 19 July 2012.00073
30
1.4.1 Harmful Effects of Low-LET Irradiation on CNS
Several decades of research have shown that radiation exposure causes oxidative stress and neuroinflammation, leading to harmful impact on neurogenesis, brain microvascular, neuronal structure, and electrophysiology.
Evidence for deleterious effects of low-LET (x-rays or γ-rays) IR on CNS has been derived from patients undergoing radiotherapy with high doses of radiation [148].
The radiation exposure damage includes acute brain injuries (<1 month), early delayed (1-6 months), and late delayed injuries (>6 months) post irradiation (figure
4.1, adapted from [148]). Patient undergoing high doses of radiotherapy leads to
CNS injuries, including early delayed effects such as demyelination, attention deficits, and short-term memory loss and late delayed effects such as vascular damage, white matter necrosis, and cognitive impairment. The pediatric patients undergoing radiotherapy have showed behavior changes and the neurocognitive effects even at lower doses of radiation [149, 150]. In particular, children with brain tumor have shown marked decline in intelligence and various academic achievements such as reading, spelling, mathematics, and attention functioning post radiation treatment [151, 152]. Similarly, pediatric leukemia patients undergoing low dose whole body radiation exposure have exhibited low intelligence scores [153, 154]. The majority of cognitive defects in these patients were observed at high doses during long-term follow-up post radiotherapy.
However, cognitive impairments are also found with individuals receiving lower doses of IR. For instance, Atomic bomb and Chernobyl accident survivors
receiving ≤ 2 Gy show evidence of memory and cognitive deficits. Overall, the
31 evidence clearly shows that accidental or therapeutic exposure to low-LET radiation affects CNS similar to those seen during aging or in some neurological disorders.
1.4.2 High-LET Irradiation Disrupts CNS Functions
Space radiation is composed of HZE nuclei that cause distinct cellular damage to living cells and possess even a greater risk to the CNS. Due to lack of human data for high-LET radiation exposure, we strictly have to rely on animal and cell models to understand the deleterious effects of space radiation. The experimental studies of high-LET radiation suggested that during missions, early and late risks to the CSN will be imminent and could limit our future long-term exploration missions. However, these experiments were performed with few of the ion species present in space at high dose and dose-rate, which makes these results difficult to extrapolate to humans in order to better design the risk models.
Nonetheless, these animal models can provide a valuable insight into how cosmic rays negatively influences the CNS functions in order to design better radioprotective strategies
Many animal studies were performed to illustrate HZE particles impact on the CNS, and their dependencies on factors such as dose, dose-rate, ion species
(LET), sex, age, and time after the exposure. However, a majority of studies were performed with acute exposure of relatively high dose with few ion species (1H,
28Si, and 56Fe), which is not close to what astronauts will experience on their way
32 to the deep space missions. For instance, studies have shown that 56Fe ion IR in rodents affects their cognitive functions even up to 9 months post exposure [155-
157]. Similarly, exposure to 28Si particles has shown significantly higher anxiety levels and lower cognitive learning and memory functions in mice and rats post IR
[157, 158]. In addition, animals exposed to low doses of 4He or 28Si or 48Ti ions has shown cognitive impairments up to few months post IR [159-161]. An extensive number of mechanistic studies using various types of neurons, other brain cells, and rodent models have shed light on possible molecular changes leading to the
CNS functional deficits. Altered neurogenesis, cell lose due to apoptosis or autophagy, neuroinflammation, oxidative and radical damages due to ROS and
RNS, morphological changes in neurons, and fluctuation in neurotransmitter levels have all been associated with negative impacts of high-LET radiation on the CNS
[142, 162-169]. Collectively, these data suggest that HZE ions possess a greater risk to the CNS and thus could be major limiting factor for future deep space missions.
1.5 Statement of Purpose
The studies were aimed to determine harmful impacts of space radiation on
CNS and HSCs, in particular the MMR deficient HSCs. The goal was to answer three major questions; (1) What are the long-term behavioral changes, such as anxiety, locomotive activity, spatial and non-spatial memory, caused by high-LET radiation exposure? (2) To what extent high-LET radiation exposure and compromised MMR are responsible for altered short- and long-term functions of
33
HSCs? (3) Does MMR deficient HSCs lead to hematopoietic malignancies post
high-LET radiation exposure? If so, is there a difference in frequency and incidence
of HSC malignancies compared to low-LET γ-rays? Together, understanding these
questions will shed a light on the detrimental impact of high-LET radiation exposure on CNS and HSCs, help us design better risk models for the space travel, and give insight into how to protect astronauts from these radiation sources during the future deep space missions.
To study the impact of high-LET IR on the CNS, we used C57BL/6 mice and irradiated them with low-LET γ-rays or 1H ions (1000 MeV/n) and high-LET
28Si ions (300 MeV/n) or 56Fe ions (600 MeV/n). The experiment was carried out to identify different behavior changes occurring long-term (up to 9 months) after the exposure, mainly due to the fact that many previous studies were focused on
CNS damage and behavioral changes immediate or short-term after the radiation exposure. A significant impact was found on activity levels and non-spatial memory, regardless of radiation source. However, each ion species caused a distinct detrimental impact on a battery of behavior tests, suggesting that molecular damage and subsequent response instigated by each ion species was different in nature and hence their effects on the CNS. These long-term behavioral studies in animal model will help us identify potential brain damage that could happen in astronauts post missions and may allow us to put protective measures in place before serious damage could occur.
Previously, our group has shown that MLH1 expression in HSCs diminish due to promoter hypermethylation as a function of age [170, 171]. The finding is
34
very important to the NASA community due to the fact that a majority of astronauts
belong to the middle-aged group. To comprehend the impact of age-related loss
of MLH1 in HSCs, we used Mlh1+/+, Mlh1+/-, and Mlh1-/- mice to understand the
HSC functional deficit due to Mlh1 loss in presence and absence of irradiation. We
irradiated Mlh1+/+, Mlh1+/-, and Mlh1-/- bone marrow cells with different doses of
low-LET γ-rays or 1H ions (1000 MeV/n) and high-LET 56Fe ions (600 MeV/n). The
acute HSC functions, measured by colony forming unit (CFU) assay, complete
blood counts, and competitive repopulation assays, were impaired by increasing
doses of IR with LET dependency. Similarly, the long-term HSC functions were
significantly affected by 56Fe ion IR, compared to low-LET IR, causing the most
harmful impact. However, Mlh1 status of the HSCs did not play any role in the
short- or long-term assays, suggesting that loss of Mlh1 does not affect HSCs
functional viability.
Finally, we employed a MMR deficient mouse model (Mlh1+/-) that correlates with the middle-aged human population to study HZE particles induced HSC malignancies. We demonstrated that Mlh1+/- mice are more sensitive to low-LET,
such as γ-rays and 1H ions, radiation-induced lymphomagenesis compared to sham-irradiated Mlh1+/- or irradiated Mlh1+/+ mice. In addition, we found that high-
LET IR, such as 28Si or 56Fe, caused a significantly higher and early incidence of
lymphomagenesis compared to Mlh1+/- mice irradiated with low-LET IR. MSI analysis revealed that lymphomas were MMR deficient, suggesting that loss of
Mlh1 leads to lymphomagenesis. Interestingly, the majority of lymphomas were B- cell in origin and upon whole exome sequencing, we discovered that Mlh1+/-
35
lymphomas showed a significantly higher levels of SNVs and INDELs compared to wildtype lymphomas. Upon further analysis, we discovered that a distinct pattern of mutations in carcinogenic loci was dependent on Mlh1 status and irradiating ion species, implying a specific role of each factor leading to lymphomagenesis. These
findings suggest that middle-aged astronauts will be venerable to space radiation
induced HSC malignancies post long-term deep space mission.
Collectively, we discovered that HZE particles have a greater risk to cause
a long-term CNS defects along with a long-term HSC related lymphomagenesis.
The study also demonstrated that high-LET radiation exposure possess even a
greater risk to loss of Mlh1 induced HSC malignancy, which was previously
unknown. However, we used a single ion species at a time to irradiate our mice,
which will not be the case for astronauts during their long-term deep space mission. Therefore, we proposed future experiments with multiple ions at a low dose-rate to closely simulate space conditions. The implications of current experiment results and future studies will be immense in making the future missions safer and more predictable.
36
Chapter 21 Long-term deficits in behavior performances caused by low- and high- linear energy transfer radiation
2.1 Abstract
Efforts to protect astronauts from harmful galactic cosmic radiation (GCR) require a better understanding of their effects on human health. In particular, little is known about the lasting effects of GCR on the central nervous system (CNS) leading to behavior performance deficits. Previous studies have shown that high linear energy transfer (LET) radiation in rodents leads to short-term declines in a variety of behavior tests. However, the lasting impacts of low-, medium-, and high-
LET radiation on behavior are not fully defined. Therefore, we exposed C57BL/6 male mice to 100 cGy or 250 cGy of γ-rays (LET of ~ 0.3 KeV/µm), 10 cGy or 100 cGy of 1H at 1000 MeV/n (LET of ~ 0.2 KeV/µm), 28Si at 300 MeV/n (LET of ~ 69
KeV/ µm), or 56Fe at 600 MeV/n (LET of ~ 180 KeV/ µm), and collected behavior
metrics at 5 months and 9 months post exposure for analysis of differences
between radiation quality and dose. A significant effect of radiation dose was
observed on recognition memory and activity levels measured 9 months after
exposure regardless of radiation source. In contrast, we found that each ion
species has a distinct impact on anxiety, motor coordination, and spatial memory
at extended time points. Even though 28Si and 56Fe are both regarded as high-LET particles, they have different detrimental impacts on behavior. In summary, our findings suggest that GCR radiation not only affects the CNS in the short term but
37 also has lasting damaging effects on the CNS that can cause sustained declines in behavioral performances.
1 A version of this chapter was accepted for publication in the Radiation
Research journal on September 29, 2017.
38
2.2 Introduction
The National Aeronautics and Space Administration (NASA) is working
towards the ambitious goal of sending astronauts to Mars and return them safely
back to Earth by 2030. The journey will take roughly three years including time on
the surface of Mars for research purposes. Risk assessment for long-term space travel requires a greater understanding of how human physiology is affected by outer space factors such as microgravity, emotional stress, and radiation. During a long-term deep space mission outside the earth’s magnetosphere, astronauts will be exposed to harmful space radiation that is composed of galactic cosmic radiation (GCR), solar particle events (SPEs) and trapped energetic particles in the Van Allen radiation belt [13-15]. Although only ~1 % of GCR is due to nuclei of heavier particles such as 12C, 16O, 20Ne, 24Mg, 26Al, 28Si, and 56Fe (called HZE,
high atomic number (Z) and energy (E) charged ions), it is extremely difficult to
protect astronauts from GCR by current spacecraft shielding materials [16, 19].
During a mission to Mars, it has been calculated that every cell in astronaut’s body
will be hit by one proton ion every few days, and by one heavy ion once per month,
ultimately delivering a whole-body radiation dose of 1 Sievert (Sv) [172, 173]. Thus,
space radiation remains one of the major emphases of the Human Research
Program of NASA in order to better protect our astronauts before mission launch
approaches.
Exposure to high-LET space radiation increases an astronaut’s risk to a
variety of health problems, including cancer, damage to the central nervous system
(CNS), degenerative damage to the circulatory system, loss of bone mass and
39
cartilage micro-architectural changes, increase in inflammatory response, and
cataract formation [174-179]. Initial observations of CNS effects by heavy ion irradiation come from past NASA missions, but the data are insufficient for extrapolation to a Mars mission for two major reasons: 1) previous missions have been short in length with a small astronaut population; and 2) the majority of missions were carried out in low earth orbits where astronauts were protected by earth’s magnetic field from potent GCR exposure. Non-human primates (NHPs) have been used to study acute and late effects of X-rays and proton ion radiation on earth for long-term cancer risk, but significant costs and an extensive follow up periods have made NHPs difficult to use in behavior performance tasks [180].
Therefore, rodent models have become popular for studying detrimental effects of
GCR on physiology.
Rodents sent to space have likewise shown deficits in hematopoietic,
immune, and CNS functions that indicate harmful effects of space travel [181-183].
Rodent behavior studies in simulated space radiation environments on earth have
demonstrated that heavy ion radiation damages the CNS as well. For example,
56Fe ion exposure in rats has been reported to lead to short and long-term
hippocampal dependent spatial memory loss [155, 156], and low doses of 48Ti ions
at 1000 MeV/n (>20 cGy) and 16O ions at 600 MeV/n (>30 cGy) results in cognitive
impairment [159, 160]. Animals exposed to low LET 4He ion radiation at 1000
MeV/n (>10 cGy) revealed disruption in a variety of cognitive tasks [161]. Together,
the data clearly show that radiation exposure poses a significant threat to the CNS,
and that considerations for astronaut cognitive functions on deep space missions
40 need to be made. What is not clear, however, is the lasting effect of radiation exposure on the CNS, and how radiation of different qualities compared across a standard set of behavior tests including motor-coordination and cognitive memory tasks.
The purpose of the present study was to examine the effects of low-, medium-, and high-LET radiation on behavior performances at long times post exposure to determine if generalizations can be made between different radiation qualities, and if the observed effects are sustained over multiple long-term observation points. Therefore, animals were exposed to 100 cGy or 250 cGy of terrestrial γ-ray radiation 137Cs with an LET of ~ 0.3 KeV/µm, and compared to 10 cGy or 100 cGy of 1H ion radiation at 1000 MeV/n (LET of ~ 0.2 KeV/µm), 28Si ion radiation at 300 MeV/n (LET of ~ 69 KeV/ µm), or 56Fe ion radiation at 600 MeV/n
(LET of ~ 180 KeV/ µm). Behavior tests were then performed at 5 and 9 month post exposure.
2.3 Materials and Methods
Animals
All animals were handled in accordance with the National Institutes of
Health and institutional animal care guidelines along with approval of Institutional
Animal Care and Use Committee at Case Western Reserve University and
Brookhaven National Laboratory (BNL). Animals were bred and maintained at the
Case Western Reserve University Animal Research Core (ARC) facility where they
41
were weaned at ~1 month of age. The animals were kept in ventilated micro-
isolator cages and fed regular mouse chow diet and sterilized water. Male C57BL/6
mice were used throughout the study to reduce variations from estrous cycles on
behavior tests.
Particle Irradiation
Adult C57BL/6 male mice (~3 months old) were shipped from Case Western
Reserve University to BNL in two traveling groups (sham plus 56Fe; and sham plus
the other ions) for logistical reasons, and allowed to habituate 4-7 days prior to
radiation. Animals were divided into 10 groups of 10 mice per group, including the
two sham groups. One group of 10 sham irradiated mice (1st control group) was
used to compare to 56Fe ion irradiated mice, and a separate group of 10 sham
irradiated mice (2nd control group) was used to compare γ-ray, 1H ion, and 28Si ion
irradiated mice because they were exposed on different trips to BNL. On the day
of the experiment, the animals were transferred from the BNL animal facility to the
NASA Space Radiation Laboratory (NSRL), and placed into a plastic pie-shaped
holding container that minimized animal movement while keeping them well
ventilated. The animal holding container was carried to the NSRL beam line where
it was placed in a vertical orientation of relative to the 20x20 cm beam line. The
animals received a whole body radiation dose of 10 cGy or 100 cGy with different
charged particles (n = 10 mice/dose), including 1H (1000 MeV/n), 28Si (300 MeV/n),
and 56Fe (600 MeV/n) at a dose rate of 5-50 cGy/minute. Twenty animals were
irradiated with 100 cGy or 250 cGy γ-rays (n = 10 mice/dose) in a Shepherd Mark
I irradiator at BNL. After exposure, all mice were transferred back to the BNL
42
animal facility where they remained for at least 7 days before returning to Case
Western Reserve University for the remainder of the study.
Behavior Tests
The Open Field test was performed by placing the animals in a square
plastic 50x50 cm apparatus closed with 50 cm high plastic walls, and activity was
recorded by a camera attached using ANY-maze video tracking software (Stoelting
Co. IL). The field was digitally divided into two areas by the software: inner area
(30 x30 cm) and outer periphery (10 cm gallery). The mice were kept in the field
for 10 minutes and the data were analyzed with two metrics: total distance travelled
(meters) as an activity measure, and percentage of time spent in the inner area as
an anxiety measure. All tests were conducted under 4 x 4-W lamp light conditions
during light phase of the day at similar times.
The Rota-rod (Columbus Instruments, OH) test was used to measure motor
coordination and balance. Each mouse was trained prior to the experiment by
placing the mouse on the cylinder-shaped rod for 60 seconds twice; the first time
at 0 rpm (revolutions per minute) and the second time at a constant 4 rpm speed.
After the initial trial period, each mouse was placed on the rod set to an
accelerating speed (speed increase of 0.1 rpm per second starting from 4 rpm for
three separate trials. The average maximum latency to fall (seconds) of the three
individual trials carried out within 2 hours was calculated for each mouse and used
as a parameter to assess motor coordination.
43
The Novel Object Recognition test as a memory task is based on the innate
preference of mice to spend more time exploring a new object than a previously
seen familiar object. The test apparatus was a regular mouse cage containing
bedding material. For training, two identical objects were placed at different
corners of the cage and each mouse was allowed to investigate the objects for 5
minutes, before returning to their home cages. Twenty-four hours later (long-term
memory), the mice were again placed in a cage with two objects, one from the
training period and one new object, and observed for 5 minutes. The total amount
of time spent sniffing or contacting each object was recorded and scored using
ANY-maze video tracking software. A memory score was calculated by dividing
sniffing times of unfamiliar and familiar objects and multiplying by 100 (*50% = a
chance level).
The T-maze, a Plexiglas T-shaped maze (with 60 cm length arms) was
utilized for a spatial memory task, in which mice investigate an unfamiliar arm
versus a familiar arm in order to assess their environment. Each mouse was placed
in the apparatus for 8 minutes and allowed to explore the maze while keeping one
arm of the T closed. Following 8 minutes of exploration, the mouse was placed
back in the original cage until the next day. Twenty-four hours later, the mouse was put back into the T-maze for 5 minutes during which both arms were kept open. Each mouse movement was video recorded from above and analyzed. For the memory performance score, the amount of time spent in the previously blocked arm was used to calculate the percentage unfamiliar arm choice (*50% = a chance level).
44
Statistical Analysis
Data were reported as mean ± SEM (standard error of mean) for all groups
in each experiment. All behavior test data of three groups (control, low, and high
dose) were analyzed by one-way analysis of variance (ANOVA) followed by a subsequent Newman-Keuls multiple comparison adjustment using Prism software
(Prism 5). Results were considered significant only when irradiated versus sham irradiated mice showed p values less than 0.05.
Table 1: Animal body weights 5 months after radiation exposure.
Individual group’s body weights (gm)
Control γ-ray IR 1H ion IR 28Si ion IR 56Fe ion IR
1st 2nd 100 250 10 100 10 100 10 100
cGy cGy cGy cGy cGy cGy cGy cGy
n 9 10 10 10 10 10 10 10 10 10
AVG 40.40 38.35 40.06 39.53 38.59 33.22 41.83 37.71 40.45 42.64
SEM 1.59 0.81 1.2 0.86 0.62 1.37 1.2 1.4 1.95 1.26
Table 2: Animal body weights 9 months after radiation exposure.
Individual group’s body weights (gm)
Control γ-ray IR 1H ion IR 28Si ion IR 56Fe ion IR
1st 2nd 100 250 10 100 10 100 10 100
cGy cGy cGy cGy cGy cGy cGy cGy
n 9 10 10 10 10 10 10 10 10 10
45
AVG 44.65 42.47 46.02 44.80 45.19 38.54 46.74 41.65 42.56 43.98
SEM 1.58 1.04 1.4 1.05 0.85 1.94 1.4 1.09 2.08 0.95
2.4 Results
Diminished activity is a late toxicity from low- and high-LET radiation.
An Open Field test was performed to measure both activity and anxiety
levels in mice treated with sham radiation, low-LET, and high-LET radiation.
C57BL/6 male mice were irradiated at ~3 months of age with γ-ray, 1H, 28Si, and
56Fe, and a battery of behavior tests were carried out at 5 months and 9 months
after exposures (Figure: 1A). Body weights of all mice were measured at both time
points post exposure and no significant differences were noted between the groups
(Table 1 & 2). The animals exposed to 100 cGy and 250 cGy γ-ray radiation displayed significantly lower activity levels compared to sham irradiated mice at both time points [5 months: F2,27 = 16.90, p<0.0001; 9 months: F2,27 = 15.73,
p<0.0001; figure 1B]. Similarly, animals exposed to 10 cGy or 100 cGy of 1H ion
radiation or 28Si ion radiation revealed significantly lower activity levels compared
1 to sham irradiated mice measured at both time points [ H ion – 5 months: F2,27 =
28 15.08, p<0.0001; 9 months: F2,27 = 7.67, p=0.0023 and Si ion – 5 months: F2,27 =
6.54, p=0.0048; 9 months: F2,27 = 4.39, p=0.0224; figure 1D, 1F]. However, mice
exposed to 10 cGy or 100 cGy 56Fe ion radiation did not show significant
46
differences in activity levels compared to control mice at either time point [5
months: F2,27 = 2.67, p=0.0878; 9 months: F2,27 = 0.26, p=0.7761; figure 1H].
Anxiety-like behavior was also measured. We found that animals exposed
to γ-ray, 1H ion, and 56Fe ion radiation did not have significant differences in anxiety
levels in comparison to sham irradiated animals at either time point [figure 1C, 1E,
and 1I]. In contrast, animals exposed to 10 cGy or 100 cGy 28Si ion radiation did
show significantly higher anxiety levels as shown by a lower time spent in the inner
area at 9 month post exposure but not at 5 months [5 months: F2,27 = 0.51,
p=0.6041; 9 months: F2,27 = 4.71, p=0.0176; figure 1G]. Together, we found that
animals exposed to γ-ray, 1H ion, and 28Si ion radiation showed significant dose
dependent decreases in activity levels, but the same effect was not observed in
animals exposed to 56Fe ion radiation. In addition, 28Si radiation altered anxiety
levels in a dissimilar manner to γ-ray, 1H ion, and 56Fe ion radiation.
Long-term motor coordination defects were revealed after low- and high-LET radiation.
The Rota-rod test as a motor coordination and muscle strength test, illustrates a selective effect of radiation on mouse behavior. We found a significant decline in motor coordination by measuring latency to fall (seconds) in animals exposed to 100 cGy, but not 250 cGy, of γ-ray radiation compared to untreated control animals at 5 months [5 months: F2,27 = 4.67, p=0.0181] and animals
exposed to 250 cGy, but not 100 cGy, of γ-ray radiation compared to untreated control animals at 9 month post exposure [9 months: F2,27 = 4.37, p=0.0228; figure
2A]. We also evaluated learning of the test by measuring the slope of the learning
47
curves of the three individual trials (latency to fall in seconds) of irradiated vs sham-
irradiated mice. We found learning defects in motor coordination at 5 months [F2,27
= 5.543, p=0.0096], but not at 9 months [F2,27 = 2.2787, p=0.1218], for irradiated
mice post exposure similar to motor coordination. In contrast, animals exposed to
10 cGy, but not 100 cGy, of 1H ion radiation showed significant decreases in motor coordination compared to control animals at 5 month post exposure [5 months:
1 F2,27 = 6.76, p=0.0042]. Animals exposed to 10 cGy, but not 100 cGy, of H ion radiation also displayed modestly decrease in motor coordination at 9 month post
exposure [9 months: F2,27 = 3.61, p=0.0407; figure 2B]. Mice exposed to 100 cGy,
but not 10 cGy, of 28Si ion radiation revealed significantly impaired motor
coordination only at 9 months but not at 5 months after exposure [5 months: F2,27
28 = 1.99, p=0.1559; 9 months: F2,27 = 3.81, p=0.0348; figure 2C]. Si ion exposed mice also showed learning defects measured at 9 months [F2,27 = 3.374,
56 p=0.0492], but not at 5 months [F2,27 = 2.73, p=0.1071], post exposure. Fe ion
irradiated animals did not show a defect in motor coordination long-term after
exposure to radiation compared to sham irradiated animals at either time points
(figure 2D). Collectively, Rota-rod testing revealed a generally significant decline in motor coordination and/or muscle strength in the low LET radiation species at the lower dose but not higher dose, and a difference in response between the two high LET species.
Low- and high-LET radiation cause long-term recognition memory loss.
The Novel Object Recognition test is a non-spatial recognition memory task.
Animals exposed to 100 cGy or 250 cGy γ-ray radiation revealed a significant
48
decline in recognition memory at 9 month post exposure but not at 5 months [5
months: F2,27 = 2.49, p=0.1021; 9 months: F2,27 = 3.80, p=0.0350; figure 3A].
However, animals exposed to 10 cGy or 100 cGy 1H ion radiation showed
significant declines in recognition memory at both time points after exposure
compared to unirradiated animals [5 months: F2,27 = 4.68, p=0.0180; 9 months:
28 56 F2,27 = 4.24, p=0.0251; figure 3B]. Similarly, Si ion and Fe ion irradiated animals at 10 cGy or 100 cGy revealed significant losses of recognition memory long-term
28 after exposure compared to sham irradiated animals [ Si ion – 5 months: F2,27 =
56 14.42, p<0.0001; 9 months: F2,27 = 6.90, p=0.0038 and Fe ion – 5 months: F2,27
= 8.22, p=0.0016; 9 months: F2,27 = 8.45, p=0.0014; figure 3C & 3D]. Therefore,
animals exposed to different doses of 1H ion, 28Si ion, or 56Fe ion radiation exhibited similar effects of recognition memory loss at both time points after radiation exposure, but a similar reduction in recognition memory after γ-ray
radiation was only observed at 9 months after exposure.
Transient spatial memory loss is caused by γ-ray and 56Fe ion radiation.
To investigate long-term spatial memory, a T-maze test was performed. We
found a significant decline in spatial memory of animals exposed to γ-ray radiation
at 100 cGy, but not 250 cGy at 5 month post exposure [F2,27 = 5.72, p=0.0085;
figure 4A], while this decline was not seen at 9 months post exposure [F2,27 = 0.22,
p=0.8004]. 1H ion (10 and 100 cGy groups) and 28Si ion (10 and 100 cGy groups)
irradiated mice showed no differences in spatial memory performances compared
1 to sham irradiated mice at either time point [ H ion – 5 months: F2,27 = 1.696,
28 p=0.2024; 9 months: F2,27 = 2.604, p=0.0925 and Si ion – 5 months: F2,27 =
49
0.8193, p=0.4514; 9 months: F2,27 = 0.4707, p=0.6296; Figure: 4B & 4C], though
the profiles of the 1H graphs looked similar to the -ray five month point with low
dose effects but not high dose effects. In contrast, animals that were exposed to
10 cGy, but not 100 cGy of 56Fe ion radiation revealed a significant decline in
spatial memory at 5 month post exposure [F2,27 = 3.66, p=0.0397] that were no
longer significant at 9 months [F2,27 = 0.88, p=0.4278; figure 4D]. In conclusion,
spatial memory performance in the T-maze showed effects that were dose, ion, and time of assessment-dependent.
2.5 Discussion
The majority of behavior studies of the impact of GCR on the CNS have been performed with 56Fe ion irradiated mice at short time intervals post radiation
exposure [184]. The short-term impact of GCR on cognitive function is not the only
risk factor during orbital space missions, but rather late CNS risks such as
dementia, Alzheimer’s disease, and premature aging could also be a potential risk
factor for humans on deep space missions. Therefore, our study was designed to
look at long-lasting motor coordinative and cognitive changes post radiation to
understand the impact of low, medium, and high-LET radiation on the CNS. We
observed that different ion species can differentially impact behavior metrics
assessed at 5 months and 9 months after exposures.
In the current study, we found a prominent impact of low, medium, and high-
LET radiation on recognition memory defects up to 9 months after the exposure.
50
A novel object recognition test is known to be activity-independent task represents
a performance of non-spatial memory or recognition memory [147]. A recently
published study showed that C57BL/6J male and female mice exposed to less
than 50 cGy of 56Fe (600 MeV/n) radiation caused hippocampal dependent recognition memory defects two weeks after exposure [185]. Similarly, in our study
we found that mice exposed to 1H, 28Si, and 56Fe irradiation showed significant
declines in recognition memory at 5 and 9 months after radiation exposure, but
only at 9 months in mice exposed to γ-rays. Our data demonstrate that mice are more susceptible to radiation induced declines in recognition memory after extended periods of time regardless of radiation source. One potential hypothesis, to explain this mechanism, may be the loss of memory due to structural defects in the CNS, which has been shown in a rodent model exposed to HZE particles. Mice exposed to protons at 10 or 100 cGy showed a significant changes in the number of dendritic branches and dendritic length in the hippocampal region after one month compared to control mice [186]. In addition, another study has shown that the hippocampus is important for non-spatial and spatial memories, and lesion sizes in the hippocampus are directly correlated to loss of spatial versus non-
spatial memory [187]. In order to affect spatial memory, larger lesions are required,
and this indicates that spatial memory relies on larger hippocampal regions than
recognition memory. Studying structural HZE-induced damage, at extended time
intervals post exposure is thus an important area of future mechanistic study.
Interestingly, our data showed that spatial memory declines caused by low-
, medium-, and high-LET radiation exposure is not as profound as the decline in
51
recognition memory. In published studies, rats irradiated with whole-body 56Fe
(1000 MeV/n) ion radiation at 150 cGy demonstrated spatial memory impairment
one month after exposure [155]. Similarly, we found that mice exposed to γ-rays
and 56Fe ion radiation showed significant declines in spatial memory after 5
months, but not after 9 months. This reversal of memory impact seen at 9 months
could be explained by active neurogenesis occurring in hippocampal region of
adult mouse brain. In fact, recent studies discovered active neurogenesis occurring
in dentate gyrus, and changes in neurogenesis was linked to hippocampal
dependent cognitive impairments [142, 165, 188]. Moreover, we observed a
significant decline in spatial memory at 100 cGy of γ-rays and 10 cGy of 56Fe ion irradiated mice. A similar impact of low dose 56Fe versus high dose of γ-rays could be explained by a higher relative biological effectiveness (RBE) of HZE particles compared to sparsely ionizing γ-ray radiation. In contrast, mice exposed to either
1H or 28Si ion radiation showed no impact on spatial memory at either time point.
It has been shown that mice exposed to 100 cGy 56Fe ion radiation demonstrated
loss of neuronal progenitor cells in the hippocampal region 3 months post exposure
[189]. Therefore, further analysis of neurogenesis alteration at long time post
radiation exposure could shed a light on mechanism by which different radiation
sources induce different spatial memory deficits. Notably, changes in T-maze
behavior can also be indicative defects of cognition in addition to memory, which
would also point to hippocampal damage, and may explain why the animals show
not just a lack of preference for the novel arm, but indeed a preference for the
familiar arm in some cases [190].
52
In short term studies, mice exposed to 56Fe (1000 MeV/n) ion irradiation at
10 cGy, 50 cGy, or 200 cGy have been reported to display no impact on motor
coordination up to 2 months after exposure [191]. Similarly, we found no
impairment in motor coordination at either time point when mice were exposed to
10 cGy or 100 cGy of 56Fe ion radiation. Intriguingly, as a side note, even though
the same mice were examined at 5 and 9 months, the controls in the second test
did not reveal a memory of the test four months prior for any study except for the
activity measurement of the open field test, allowing conclusions to be drawn with
equal weight from each test time point. The sham-irradiated animals from the 56Fe
irradiations do however show differences in overall activity when compared to the
second sham group that may mask some iron effects. Notably, mice exposed to
100 cGy of γ-rays or 10 cGy of protons showed significant impairment in motor
coordination at 5 months, while 28Si ion irradiated mice showed motor coordination
defects at 9 months. Early biochemical studies have shown that radiation alters
nerve signaling pathways, specially K+-evoked release of dopamine in irradiated groups [192-194]. Insufficient dopamine in humans has been associated with
Parkinson’s disease leading to motor defects. Motor coordination defects observed
in our study could be associated with reduced dopamine levels in brain. The
findings suggest that impairment caused by each ion species is different, and the
mechanism by which low- vs high-LET radiation manifest their impacts is distinct.
We observed that mice exposed to γ-rays, 1H, or 28Si ion radiation, but not 56Fe ion
radiation, showed significantly lower activity levels compared to sham irradiated
mice up to 9 months after exposure. Lower activity levels in irradiated mice suggest
53
that radiation induced premature aging could be a driving factor in these mice. In
addition, reduction of locomotor activity observed in sham-irradiated mice at 9
months compared to those at 5 months is primarily due to aging effect [195].
Moreover, the open field test also revealed significantly higher anxiety levels in
mice exposed to 28Si ion radiation at 9 months, but no impact of other ion species
at either time points post exposure. Thus, even though 28Si ion and 56Fe ion
radiation are both considered high-LET, we found that each ion has a distinct
impact on activity, anxiety, and motor coordination, suggesting they do not impact
biological functions in the same manner.
In summary, we found that radiation exposure causes a long-lasting
damage on the CNS region regulating locomotor activity as well as on the
hippocampal memory function. 56Fe ion radiation caused the majority of damage
in cognitive functions, but had no impact on anxiety, activity, or motor coordination;
28Si ion radiation caused a significant impact on activity, anxiety, motor
coordination, and non-spatial memory, but no impact in spatial memory; 1H ion
radiation caused significant impairment in activity, motor coordination, non-spatial
memory but no impact in anxiety or spatial memory; and γ-rays showed damaging
impact on all behavior performances except anxiety. These differences in behavior
patterns caused by each ion species could be explained by the way low- and high-
LET radiation deposit energy into the cells. In the case of low-LET γ-rays and proton exposure, dispersed ionization damage is generated by stochastic energy distribution of randomly encountered photons or protons. In the case of high-LET radiation such as 28Si ion or 56Fe ion exposure, nearly all of the energy deposited
54
in localized regions of their main tracks and delta-ray penumbra [18, 196].
Mechanism based studies looking at changes in neuro-inflammation, oxidative
damage, neurogenesis, and neuronal plasticity, are required to understand the
pattern of behavior performances associated with each ion species long-term after radiation exposure. The combined effects of all radiation species that exist in the
GCR spectrum to which astronauts will be exposed on the journey to Mars will be necessary to accurately quantify risks to cognitive behaviors at extended time points.
2.6 Acknowledgements
This research was funded by National Aeronautics and Space Administration
(NASA) grant NNJ13ZSA001N. The authors are grateful to all members of NASA
Space Radiation Laboratory and support staff at Brookhaven National Laboratory, and to Tom Petereson, Jr., for his generosity.
55
Figure 2.1: Diminished activity is a late toxicity from low- and high-LET radiation.
(A) Time-line indicating irradiation and a battery of behavior tests performed over a yearlong study. (B) Activity, and (C) Anxiety level in animals after exposure to
low-LET γ-ray radiation at 100 cGy and 250 cGy.(D) Activity, and (E) Anxiety level
1 in animals after exposure to 10 cGy and 100 cGy H ion radiation at 1000 MeV/n.
(F) Activity, and (G) Anxiety level in animals after exposure to 10 cGy and 100 cGy
28 Si ion radiation at 300 MeV/n. (H) Activity, and (I) Anxiety level in animals after
56 exposure to 10 cGy and 100 cGy Fe ion radiation at 600 MeV/n. γ-rays, 1H ion,
and 28Si ion irradiated mice were compared to one sham-irradiated group while separate sham-irradiated group was used to compared 56Fe ion irradiated mice.
Data in open field test were analyzed by one-way ANOVA followed by Newman-
Keuls to control for multiple comparisons in generating p-values in individual
graphs. All data are presented as mean ± SEM; * indicates significant differences
compared to the control groups; *p < 0.05; **p < 0.01; ***p < 0.001; ns = non-
significant.
56
Figure 2.1: Diminished activity is a late toxicity from low- and high-LET radiation.
57
Figure 2.2: Long-term motor coordination defects were revealed after low-
and high-LET radiation.
Latency to fall in seconds (average of three individual trials per mouse) was
measured in animals after exposure to (A) 100 cGy and 250 cGy γ-ray radiation,
1 (B) 10 cGy and 100 cGy H ion radiation at 1000 MeV/n, (C) 10 cGy and 100 cGy
28 56 Si ion radiation at 300 MeV/n, and (D) 10 cGy and 100 cGy Fe ion radiation at
600 MeV/n. γ-rays, 1H ion, and 28Si ion irradiated mice were compared to one sham-irradiated group while separate sham-irradiated group was used to compared 56Fe ion irradiated mice. Data in rota-rod test were analyzed by one-way
ANOVA followed by Newman-Keuls to control for multiple comparisons in
generating p-values in individual graphs. All data are presented as mean ± SEM;
* indicates significant differences compared to the control groups; *p < 0.05; **p <
0.01; ***p < 0.001; ns = non-significant.
58
Figure 2.2: Long-term motor coordination defects were revealed after low- and high-LET radiation.
59
Figure 2.3: Low- and high-LET radiation cause long-term recognition
memory loss.
Percentage memory score was calculated by preference ratio for an unfamiliar
object to familiar object after exposure to (A) 100 cGy and 250 cGy γ-ray radiation,
1 (B) 10 cGy and 100 cGy H ion radiation at 1000 MeV/n, (C) 10 cGy and 100 cGy
28 56 Si ion radiation at 300 MeV/n, and (D) 10 cGy and 100 cGy Fe ion radiation at
600 MeV/n. γ-rays, 1H ion, and 28Si ion irradiated mice were compared to one sham-irradiated group while separate sham-irradiated group was used to compared 56Fe ion irradiated mice. Data in novel object recognition were analyzed
by a one-way ANOVA followed by Newman- Keuls to control for multiple
comparisons in generating p-values in individual graphs. All data are presented
as mean ± SEM; * indicates significant differences compared to the control
groups; *p < 0.05; **p < 0.01; ***p < 0.001; ns = non-significant.
60
Figure 2.3: Low- and high-LET radiation cause long-term recognition memory loss.
61
Figure 2.4: Transient spatial memory loss is caused by γ-ray and 56Fe ion
radiation.
Spatial memory was measured by calculating ratio of total time spent in unfamiliar
arm over familiar arm after exposure to (A) 100 cGy and 250 cGy γ-ray radiation,
1 (B) 10 cGy and 100 cGy H ion radiation at 1000 MeV/n, (C) 10 cGy and 100 cGy
28 56 Si ion radiation at 300 MeV/n, and (D) 10 cGy and 100 cGy Fe ion radiation at
600 MeV/n. γ-rays, 1H ion, and 28Si ion irradiated mice were compared to one sham-irradiated group while separate sham-irradiated group was used to compared 56Fe ion irradiated mice. Data in T-maze test were analyzed by one-way
ANOVA followed by Newman-Keuls to control for multiple comparisons in
generating p-values in individual graphs. All data are presented as mean ± SEM;
* indicates significant differences compared to the control groups; *p < 0.05; **p <
0.01; ***p < 0.001; ns = non-significant.
62
Figure 2.4: Transient spatial memory loss is caused by γ-ray and 56Fe ion radiation.
63
Chapter 32 MMR deficiency does not sensitize or compromise the function of hematopoietic stem cells to low and high LET radiation.
3.1 Abstract
One of the major health concerns on long-duration space missions will be radiation exposure to the astronauts. Outside the earth’s magnetosphere, astronauts will be exposed to galactic cosmic rays (GCR) and solar particle events
(SPE) that are principally composed of protons and He, Ca, O, Ne, Si, Ca, and Fe nuclei. Protons are by far the most common species, but the higher atomic number particles are thought to be more damaging to biological systems. Evaluation and amelioration of risks from GCR exposure will be important for deep space travel.
The hematopoietic system is one of the most radiation-sensitive organ systems, and is highly dependent on functional DNA repair pathways for survival. Recent results from our group have demonstrated an acquired deficiency in mismatch repair (MMR) in human hematopoietic stem cells (HSCs) with age due to functional loss of the MLH1 protein, suggesting an additional risk to astronauts who may have significant numbers of MMR deficient HSCs at the time of space travel. In the present study, we investigated the effects gamma radiation, proton radiation, and
56Fe radiation on HSC function in Mlh1+/+ and Mlh1-/- marrow from mice in a variety of assays and have determined that while cosmic radiation is a major risk to the hematopoietic system, there is no dependence on MMR capacity.
64
2 A version of this chapter was accepted for publication in the Stem Cell
Translational Medicine journal on March 20, 2018.
65
3.2 Introduction
Exposure to ionizing radiation (IR) is considered to be one of the major risk
factors during space activities, especially long-duration space missions [28, 197].
Astronauts on missions to the International Space Station, the moon, or Mars will
be exposed to IR with effective total doses in the range of 5 to 200 cGy (centigray)
based on projected mission scenarios [198, 199].The primary components of
space radiation are galactic cosmic rays (GCR) and radiation from solar particles
[200]. This space radiation consists of 85% protons, 14% helium nuclei and 1%
high-energy, high-charge (HZE) particles, including oxygen (16O), carbon (12C), silicon (28Si), and iron (56Fe) ions [201]. HZE radiation is of particular concern
because it causes high linear-energy transfer (high-LET) damage in biological targets and induces repair-refractory clustered DNA damage in cells [28, 202-205].
These types of damage directly affect cell survival and genomic integrity in
surviving cells [206]. In addition, it is estimated that for every cell traversed by a
potentially lethal HZE nucleus (e.g. 56Fe), another 32 cells are hit by δ rays of
decreased energy that could induce non-lethal mutations [207]. 56Fe has been
thought to be the most biologically important HZE particles, since it may be the
single largest naturally occurring particle [201].
The hematopoietic system is one of the most radiosensitive tissues of the
body [37]. Hematopoietic stem cells (HSCs) reside in bone marrow (BM) and are
responsible for generation and maintenance of multiple cell lineages in the blood
supply [208]. It is well known that total body irradiation (TBI) affects both mature
blood cells and hematopoietic stem/progenitor cells and causes both acute
66
radiation hematopoietic syndrome and long-term BM injury [38, 209]. HZE
particles like 56Fe ions have been shown to be more toxic than γ rays with lethal
doses (LD)50/30 (a radiation dose at which 50% lethality occurs at 30-days) of 5.8
Gy compared with 7.25 Gy for γ rays. Mice irradiated with a lethal dose of 56Fe
showed significantly lower white blood cell (WBC) recovery at 4 weeks post-IR,
compared to γ-IR mice [210]. 56Fe-IR caused loss of hematopoietic
stem/progenitor cells immediately after IR, which was maintained for up to 8 weeks
[211]. In addition, protons, 28Si ions and 56Fe ions are also known to induce
hematopoietic malignancies such as AML, though not necessarily with greater
efficiency than γ irradiation [42, 212].
Exposure of mice to 1 Gy 56Fe results in highly complex chromosome
aberrations, including dicentrics, as well as translocations, insertions and acentric
fragments, which is unlike the damage from γ radiation. Cells exhibiting these
aberrations disappear rapidly after exposure, probably as a result of death of
heavily damaged cells. Cells with apparently simple exchanges as their only
aberrations, appear to survive longer than heavily damaged cells. Eight weeks
after exposure, the frequency of cells showing cytogenetic damage was reduced to
less than 20% of the levels evident at 1 week. These results indicate that exposure
to 1 Gy 56Fe produces heavily damaged cells, a small fraction of which appear to
be capable of surviving for relatively long periods [213, 214]. In addition, exposure
to low doses of 56Fe resulted in significant epigenetic alterations involving
methylation of DNA, and expression of repetitive elements, which is also unique to
high LET radiation [215]. Therefore, while damage from terrestrial γ radiation and
67
X-rays forms the basis our understanding of cellular responses to DNA damage,
GCR provides a unique cellular stress and highlights gaps in current models describing the response of biological systems to space radiation.
IR causes not only DNA strand breaks, but also nucleotide base and sugar damage [216]. Analyses of gamma rays and 56Fe induced murine AML samples have identified similar molecular changes, including biallelic loss and/or mutation of PU.1. Microsatellite instability (MSI), a commonly observed marker of DNA mismatch repair (MMR) deficiency, has been observed in 42% of AML samples induced by gamma rays or 56Fe [217]. MMR is an essential DNA repair pathway responsible for maintaining genomic integrity primarily by removing base mismatches and small insertion/deletion loops (IDLs) introduced during replication or under genomic stress [218]. In humans, MMR gene defects (most notably in the
MLH1, MSH2, MSH6, PMS2 genes) and MSI have been most closely associated with Lynch Syndrome [101, 105, 219], but are also found in an increasing number of tumor types [220]. MMR deficiency has also been identified in primary and secondary hematopoietic malignancies and in leukemia and lymphoma cell lines
[221-223]. Exposure of MMR-deficient mice to gamma radiation results in hypermutability compared to wild type mice, and much of this hypermutability can be attributed to induced instability of simple sequence repeats [224]. Interestingly, recent results from our laboratory have demonstrated that acquired MMR deficiency and increased MSI in human hematopoietic stem and progenitor cells is age-related, attributable to progressive loss of Mlh1 through promoter hypermethylation [170, 171]. The data show that as many as 30% of HSCs in
68
healthy individuals have lost MLH1 by 45 years of age, which is well within the age
range of current and former astronauts. Therefore, TBI may pose an
unappreciated risk to astronauts on deep space missions if they have significant
numbers of MMR defective HSCs.
Though the effects of protons and HZE ions on normal mouse
hematopoietic systems have been characterized at the effector cell level [225,
226], the impacts on HSC function are not fully known. Importantly, in humans
demonstrating diminished MMR capacity, the potential for loss of HSC function
and/or malignant transformation may be greater [170]. Therefore, the role of MMR
in response to γ and GCR radiation damage needs to be carefully examined. In
this study, we used Mlh1-deficient mice to investigate the importance of the MMR
system on the response of HSCs to protons and 56Fe, in comparison to γ radiation,
with an aim to investigate the risk of hematopoietic failure in astronauts on deep
space missions. In short, we find that while heavy ions are more damaging than
gamma radiation to HSC functionality, no additional deficits in hematopoietic
function were identified. The data suggest that the greater risk of MMR deficient
HSCs likely lies in malignant transformation rather than hematopoietic failure.
3.3 Materials and Methods
Mice
B6.129-Mlh1tm1Rak/NCI heterozygous mice were obtained from NCI and
then mated to produce Mlh1+/+ and Mlh1-/- mice for the study. C57BL/6J mice were
purchased from Jackson Laboratory, congenic strain B6.SJL-
69
PtprcaPepcb/BoyCrCrl (BoyJ, CD45.1) mice were obtained from Charles River
Laboratory. All the mice were group housed in ventilated microisolator cages in a
specific pathogen-free facility. Mice had ad libitum access to food (Laboratory
Rodent Diet 5LOD, Lab Diet, St. Louis, MO) and water. The animal housing room
was maintained on a 12:12h light:dark cycle and constant temperature (72 ± 2˚ F).
Male and female mice between 8 and 16 weeks of age were used for the study.
All mouse studies were approved by the Institutional Animal Care and Use
Committee at Case Western Reserve University (Cleveland, OH), and Brookhaven
National Laboratory (BNL) (Upton, NY).
Radiation
Two to three month old, male and female, and Mlh1+/+ and Mlh1-/- mice were
used for the study. Proton and 56Fe irradiation were performed at the NASA Space
Radiation Laboratory (NSRL) at Brookhaven National Laboratories. After 7 days
of acclimation, the mice were exposed to TBI with 1 Gy of protons (1000 Me/V) or
56Fe (600 MeV/n). Gamma irradiations were performed at BNL using a 137Cs
source for Mlh1+/+ and Mlh1-/- animals, and at Case Western Reserve University
for recipient mice irradiated with 11 Gy. Sham irradiated animals that traveled to
BNL were used as controls. One set of sham irradiated Mlh1+/+ and Mlh1-/- mice
was used to compare 1H ion and 56Fe ion irradiated mice while second set of sham irradiated Mlh1+/+ and Mlh1-/- mice were used to compare γ-rays irradiated mice
because they were exposed on different trips to Brookhaven National Laboratory.
Peripheral Blood and BM Collection
70
Peripheral blood (PB) was collected from the submandibular vein using a
heparinized hematocrit capillary tube. Complete blood count was measured by a
Hemavet 950 FS that gives 5-part differentiation with 20 parameters. For BM
collection, mice were sacrificed roughly three months after radiation exposure, the
femur and tibia were harvested and immediately flushed with Phosphate-buffered
saline (PBS) containing 2% fetal bovine serum (FBS) using 21 and 27-gauge
needles and syringes to collect the BM. The number of BM cells was counted using
a hemocytometer.
Colony-forming unit (CFU) assays
BM mononuclear cells (BM-MNCs) were cultured in methylcellulose
medium containing cytokines, including mouse interleukin 3, human interleukin 6,
mouse stem cell factor, and human erythropoietin, MethoCult GF M3434 (Stem
Cell Technologies, Vancouver, BC). Total numbers of CFU colonies were scored
on day 7, according to the manufacturer’s protocol. Two separate experiments of
three plates each per radiation exposure were performed, and combined results
were shown in the results.
Flow cytometry
Flow cytometry was performed on a BD LSRII (BD Biosciences, San Jose,
CA), and data were analyzed using FlowJo software (TreeStar, Ashland, OR).
Antibodies include CD45.2 (clone 104), CD45.1 (clone A20), Ly-6G (Gr-1, clone
RB6-8C5), CD11b (Mac-1, clone M1/70), CD45R/B220 (clone RA3-6B2), CD3
(clone 500A2), and Ter119/Ly76 (clone Ter-119), Sca1 (Ly-6A/E, clone D7), c-Kit
71
(CD117, clone 2B8), CD48 (clone HM48-1, BD Bioscience) and CD150 (clone
TC15-12F12.2, Biolegend, San Diego, CA).
Competitive repopulation assay
All mice were sacrificed roughly three months post radiation exposure and
BM cells were collected for competitive repopulation assay. 2x106 BM cells from mice (CD45.2) of each genotype were mixed with the same number of wild type
(CD45.1) competitor BM and transplanted into lethally irradiated (11Gy) BoyJ recipients (CD45.1) through lateral tail veins. The recipients were monitored and analyzed for hematopoietic reconstitution and lymphoma development. Peripheral blood was collected 8 weeks and 16 weeks post BM transplant to measure percentage contribution of CD45.2 cells in circulation.
Statistical Analysis
Statistical analysis was performed using GraphPad 5.0. Student’s t tests were used to determine the significance of pairwise comparisons; ANOVA were used for dose response analyses, and log-rank tests were used to analyze survival curves. p<0.05 was the measure of statistical significance.
3.4 Results
High LET radiation induces similar long term damage to the bone marrow as
γ radiation.
In order to begin to assess the effects of high LET radiation on MMR defective HSCs, we first sought to establish the effects of 56Fe compared to γ radiation on stem cell function. Various studies in the literature have demonstrated
72 that 56Fe and other high LET sources can damage hematopoiesis with different relative biological effectiveness (RBE) [226, 227]. We thus assessed bone marrow cellularity; enumerated Sca1+, c-Kit+, Lin- (SKL) cells; measured proliferation; and determined repopulation capacity all at a latent time point. As seen in figure 1A, at three months after exposure to 1 Gy of γ or 56Fe radiation, bone marrow cellularity was unchanged in the animals compared to control animals. In contrast, the SKL populations in the animals dropped by greater than 50% in both the γ and
56Fe groups. Notably, there was no significant difference between the two radiation sources. HSCs are known to rapidly reenter the cell cycle from quiescence in response to hematopoietic stresses in order to regain homeostasis. By three months, however, both the irradiated cohorts displayed HSC proliferation that was identical to the non-irradiated animals, as evidenced by BrdU incorporation (Figure
1C). The behavior was similar with the broader SKL population as well as the more primitive CD48- SKL cells. Finally, we measured the functionality of the irradiated HSCs by performing a competitive transplantation assay using unirradiated marrow injected into lethally irradiated hosts. We observed that the irradiated marrow was functionally challenged and had grafting potential that was reduced nearly 50% in both γ and 56Fe cohorts, indicating similar RBEs at the 1
Gy dose (Figure 1D). With these data in hand, we could now address the role of
MMR function.
High LET radiation is more damaging to clonogenic capacity of stem cells than low LET radiation, but independent of MMR status.
73
Exposure of HSCs to multiple forms of ionizing radiation, including space
radiation, is known to reduce clonogenic capacity [211]. To determine whether loss
of MMR plays a role in BM vitality after exposure to γ, protons (1000 MeV/n) or
56Fe radiation (600 MeV/n), clonogenic assays were performed on isolated bone
marrow in a standard colony forming assay. As expected, high LET radiation
effected a greater decrease in colony formation than γ or proton radiation across
a range of doses from 0.1 to 2.5 Gy (Figure 2A-C). In addition, 56Fe ion exposure
clearly caused a greater decrease in the number of BFU-E and CFU-GM than low
LET γ or proton radiation (supplementary figure 1A-1I). We did not, however observe significant differences between the wild type and Mlh1 knockout marrow,
suggesting that MMR function does not contribute to acute effects of IR on
clonogenicity in vitro.
Blood counts demonstrate similar acute damage to the hematopoietic
system across LET.
To assess the acute effects of IR on MMR competent and deficient marrow
in vivo, we performed TBI with γ, protons or 56Fe at 1 Gy, and performed regular
blood counts for up to 30 days. The response of specific effector cells to IR has been well documented, with lymphocytes being the most sensitive cells. As seen in Figure 3A-C, total WBCs displayed significantly more sensitivity to any form of
IR compared with red blood cells and platelets (Figure 3D-I), which here did not
decrease substantially during the 30-day follow up. There were no significant
differences between the different radiation sources, however, all three effected
74
similar transient decreases in lymphocytes (supplementary figure 2A-2C). Again,
no differences were observed between Mlh1 competent and deficient marrow.
Long term effects on hematopoiesis by IR is independent of MMR status.
In order to assess latent or long term effects of high and low LET radiation on hematopoiesis, TBI was performed on cohorts of both wild type and Mlh1-/- mice
with 1 or 2.5 Gy of γ radiation, 1 Gy of proton radiation, or 1 Gy of 56Fe. Three
months after exposure, we planned to analyze the frequencies and numbers of
different hematopoietic cell populations in BM by flow cytometry, and measure
HSC functionality by transplantation assays. We first, however, noted survival
statistics of the cohorts. As previously published, Mlh1-/- animals are tumor prone,
with lymphomas and gastrointestinal tumors being the most prevalent
malignancies [228] and γ irradiation of Mlh1 deficient mice is known to accelerate
tumorigenesis [117]. With a three-month follow-up, we found that 43% of the null
animals developed malignancy while none of the control, wild type mice developed
any tumors. To break the numbers down by treatment group, 19% (4 of 21)
unirradiated null mice, 64% (7 of 11) 1 Gy γ irradiated mice, 45% (5 of 11) 2.5 Gy
γ irradiated mice, 33% (3 of 10) of 1 Gy proton irradiate mice, and 30% (3 of 9) 1
Gy 56Fe irradiated mice were euthanized for morbidity due to tumor formation within three months after exposure (Figure 4A-C). The only statistically significant increase in malignancy was in the 1 Gy γ group (p=0.0155, Log-rank). Presumably, had the animals been given longer times to develop tumors, as has been done in other studies, our data would have shown increased tumorigenesis in the other
75
radiation groups as well. Additionally, we found only lymphomas in our cohorts,
also likely due to the short follow up, as found previously [117].
Our primary interest was in determining the function of the MMR-defective
HSCs at extended times after radiation. Therefore, at three months after exposure,
all surviving mice were euthanized, and marrow was harvested and assessed. We
first quantified the SKL cells. As seen in Figure 5A-C, γ, proton, and 56Fe irradiated animals demonstrated significant decreases in SKL cells compared to unirradiated control mice. The γ irradiated animals displayed dose dependent decreases in
SKL cells of up to 56% of non-irradiated animals at 2.5 Gy (p<0.0001 for Mlh1+/+,
and p=0.0002 for Mlh1-/-; one-way ANOVA). In pairwise comparisons, we noted
that unlike the wild type mice, the Mlh1-/- null mice did not show significantly reduced SKL cells in the marrow at the 1 Gy dose, potentially suggesting protection against IR (p<0.0001 for wild type, p=0.25 for Mlh1-/-; student’s t tests); but any protection was lost at the higher dose where both genotypes were similar.
Likewise, proton radiation led to a significant decrease in SKL cells in the wild type
(p<0.0001, student’s t test), and Mlh1-/- animals (p<0.0001, student’s t test). 56Fe
irradiation resulted in indistinguishable decreases of SKL cells in both genotypes
(p<0.05 for both, student’s t tests). In addition, BM cellularity was unchanged
between Mlh1+/+ and Mlh1-/- mice (supplementary figure 3). In summary, three months after IR, significant decreases can be observed in SKL cell numbers in the
bone marrow of exposed mice, but Mlh1 function does not appear to play a role in
this response.
76
We next looked at hematopoietic progenitor cells (HPCs) by gating for
Sca1-, c-Kit+, Lin− cells. Here we observed that there were no detectable differences in any of the radiation source groups, at any dose, and for either genotype (Figure 5D-F). These data suggest that the SKL cells that remain functional three months after IR are sufficient to produce the normal levels of progenitor cells that are required to maintain the hematopoietic system.
Finally, we tested the colony forming potential of the marrow in standard
CFU assays, by embedding bone marrow derived cells in methylcellulose with a variety of stem cell cytokines and enumerating colonies after 7 days (Figure 5G-
H). In agreement with our observations of SKL cells, we found that γ radiation led to statistically significant drops in CFU in a dose dependent manner for both genotypes (p<0.0001 for wild type and Mlh1-/-, ANOVA). For proton radiation at 1
Gy, both genotypes displayed significant drops in CFU, 26.8% for wild type
(p<0.0001, student’s t test) and 31.6% for Mlh1-/-, (p<0.0001 student’s t test).
Surprisingly, 56Fe radiation did not cause any measureable defects in clonogenic capacity, which is in contrast to the observed effects on SKL cells, and could be due to an iron specific hyperproliferation in the SKLs. Importantly, all of the observed effects were independent of Mlh1 status.
Defects in Mlh1 function do not enhance decreased competitive repopulation caused by IR
As a long term, functional measure of hematopoiesis, we conducted competitive repopulation studies comparing irradiated marrow of each genotype to wild type, unirradiated marrow. The concept is that if long term functional defects
77
exist, the irradiated and/or Mlh1 defective marrow will contribute less efficiently to
repopulation of the marrow after lethal IR, and can be demonstrated by flow
cytometry of peripheral blood [229, 230]. We therefore mixed competitor bone
marrow cells from CD45.1 mice at a 1:1 ratio with irradiated wild type, or Mlh1-/-
marrow from each irradiation exposure, and transplanted the cells into lethally
irradiated hosts. At 8 and 16 weeks after transplant, peripheral blood was analyzed and revealed marked decreases in competition of the irradiated marrow from all sources. Much like we observed with the SKL data, γ irradiation led to a dose dependent decrease in competition from 1 and 2.5 Gy (p<0.0001, ANOVA) treated mice of both genotypes, at both 8 and 16 weeks (Figure 6A, B). For proton irradiation, similar decreases were seen with 1 Gy in both genotypes, at both time points (Figure 6C, D), and no differences were observed between the genotypes.
Finally, we tested the 56Fe irradiated marrow and found reduced but consistent
effects of IR on the marrow functionality (Figure 6E). Together the data confirm
that long term damage occurs after low and high LET radiation, but that Mlh1 status
is inconsequential to the function of the marrow.
3.5 Discussion
In the current study, we investigated the effects of low and high LET IR on
HSCs in vitro and in vivo with the goal of evaluating the significance of MMR defects that are characteristic of aging individuals who could be exposed during space travel. We found primarily that MMR, as a function of Mlh1 gene presence or absence, is not a relevant factor for hematopoietic functionality after radiation.
78
We assessed clonogenic capacity of bone marrow harvested immediately after
irradiation, as well as clonogenic capacity in marrow harvested three months after
irradiation with γ, proton or 56Fe sources and found almost identical responses,
regardless of Mlh1 status. We assessed blood counts of the animals for up to 30 days post exposure and similarly found that Mlh1 wild type and knock out animals responded indistinguishably. Finally, we assessed SKL cells and HPCs in the bone marrow at three months after exposure, and also measured transplantability of the bone marrow at three months and found notable decreases in stem cell number and function due to radiation, but not due to Mlh1 status. Together the data support the conclusion that MMR status is not a relevant variable for function of the hematopoietic system after exposure to γ or space radiation, and thus does not contribute added risk to astronauts.
Effective DNA repair is an essential function for the fidelity of organisms.
HSCs are no exception to this rule, and indeed it has been elegantly shown that
HSCs that lack efficient repair as they age, through loss of Ligase IV or Ku70, and
thus non-homologous end joining, display reduced hematopoietic stem cell
functions [231, 232]. Studies of animals engineered to harbor defective nucleotide
excision repair or telomere maintenance show similar age-associated defects
[231]. However, defects in these major repair pathways, unlike MMR defects, are
relatively low in frequency [170, 233]. Ionizing radiation poses a greater threat to
HSC biology due to the relative facility of exposure in modern society, and the
exquisite sensitivity of the HSCs to DNA damaging stress [234]. Clearly, the
79 combination of DNA repair defects, in the presence of IR stress would be predicted to compromise HSC functions even further.
Tissue kinetics contribute significantly to the time of manifestation of radiation induced damage. The hematopoietic system is extremely sensitive to ionizing radiation, demonstrating depletion of functional cells within hours to days
[36], and an associated proliferative response of progenitor cells in the same time frame [235]. Latent tissue damage, however, implies depletion of stem cells, or a continued source of cell stress that prolongs damage manifestation. In the current studies, both explanations are likely to contribute. We observed depletion of HSCs three months after exposure, as well as decreased repopulation capacity of the remaining stem cells in a competitive transplant assay. Previously, elevated levels of reactive oxygen species correlating with decreased HSCs have been observed at 22 weeks after exposure to proton radiation, in line with our observations here
[78]. Added mutational load, which is known to occur with MMR defects and radiation exposure [224], however, did not exacerbate the latent phenotype, at least regarding HSC function. While we measured functional cells by complete blood counts and found no effect of Mlh1 status, it is possible that some lineage differences exist that were not detected. Most notably, though, decreased stem cell function at latent times could be due to stem cell exhaustion caused by excessive induced proliferation in the acute phase immediately after exposure, and remains a risk to hematopoiesis that is shown here to be independent of MMR function.
80
Therefore, the predominant additional risk to the hematopoietic system of
MMR defective individuals is likely to remain in the development of malignancies.
The identification of MMR defective cancers outside of the gastrointestinal family in which they were first appreciated continues to rise, highlighting the importance of MMR to tumor suppression [220, 236]. Further studies will be required to assess the role of Mlh1 loss in the carcinogenic process in the hematopoietic lineages to most accurately assess risk for the purposes of deep space missions.
3.6 Acknowledgements
This study was supported by NASA NNX14AC95G, and the Cytometry &
Microscopy and Radiation Resources Shared Resources of the Case
Comprehensive Cancer Center (P30CA043703). We would like to thank members of NASA Space Radiation Laboratory (NSRL) at Brookhaven National Laboratory for help and support of our studies. We further thank Thomas F. Peterson, Jr., for his generosity.
81
Figure 3.1: High LET radiation induces similar long term damage to the bone
marrow as γ radiation
Low and high LET radiation have similar effects on hematopoiesis at 3 months post IR. Bone marrow cellularity (A), SKL numbers (B), and HSC proliferation (C) as measured by BrdU incorporation at three months post exposure to 1 Gy of γ or
56Fe. (D) Competitive transplantation assay of marrow harvested from irradiated
cohorts at three months against unirradiated healthy marrow.
82
Figure 3.1: High LET radiation induces similar long term damage to the bone marrow as γ radiation
83
Figure 3.2: High LET radiation is more damaging to clonogenic capacity of stem cells than low LET radiation, but independent of MMR status
MMR status does not contribute to clonogenic capacity of HSCs after radiation. γ
(A), proton (B), and 56Fe (C) irradiated wild type and Mlh1 knockout BM cells in
CFU assays after exposure to 0.1, 0.5, 1, or 2.5 Gy of radiation (n=6, number of plates used for each radiation exposure).
84
Figure 3.2: High LET radiation is more damaging to clonogenic capacity of stem cells than low LET radiation, but independent of MMR status
85
Figure 3.3: Blood counts demonstrate similar acute damage to the
hematopoietic system across LET
Blood counts of wild type and Mlh1 knockout animals demonstrate radiation
induced changes, but no Mlh1 associated defects. Complete blood counts were
performed at 10 days prior to, and 2, 10, 20, and 30 days after exposure to
indicated doses of γ (A, D, G), proton (B, E, H) or 56Fe (C, F, I) sources. White
blood cells (WBC), Red blood cells (RBC), and Platelets, are shown (n=6, number
of Mlh1+/+ or Mlh1-/- mice used for each radiation exposure).
86
Figure 3.3: Blood counts demonstrate similar acute damage to the hematopoietic system across LET
87
Figure 3.4: Mlh1 knockout mice display enhanced sensitivity to IR Mlh1 knockout mice display enhanced sensitivity to ionizing radiation. Survival plots of cohorts of mice of wild type or Mlh1 knockout genotypes exposed to 1 Gy of γ (A), proton (B), or 56Fe (C) radiation (n=9-12, number of Mlh1+/+ or Mlh1-/- mice used for each radiation exposure).
88
Figure 3.4: Mlh1 knockout mice display enhanced sensitivity to IR.
89
Figure 3.5: Long term effects on hematopoiesis by IR is independent of MMR
status
Latent effects of radiation are independent of MMR status. Quantification of SKL
cells in wild type and Mlh1 deficient animals three months after exposure to γ (A),
proton (B), and 56Fe (C) radiation at indicated doses. Quantification of HPC cells
in wild type and Mlh1 deficient animals three months after exposure to γ (D), proton
(E), and 56Fe (F) radiation at indicated doses. Quantification of colony formation
of bone marrow preparations in wild type and Mlh1 deficient animals three months
after exposure to γ (G), proton (H), and 56Fe (I) radiation at indicated doses.
Marrow was collected from between 4 and 12 animals.
90
Figure 3.5: Long term effects on hematopoiesis by IR is independent of
MMR status.
91
Figure 3.6: Defects in Mlh1 function do not enhance decreased competitive
repopulation caused by IR
Radiation, but not Mlh1 deficiency, reduces competitive capacity of the bone
marrow after exposure. Measurement of percentage contribution of CD45.2
positive cells to peripheral blood at 8 (A, C, and E) and 16 (B and D) weeks after
competitive transplant of 1 Gy of γ (A and B), proton (C and D), and 56Fe (E) irradiated marrow of indicated genotypes.
92
Figure 3.6: Defects in Mlh1 function do not enhance decreased competitive repopulation caused by IR
93
Supplementary Figure 3.1: Myeloid CFU survival post radiation exposure.
Myeloid CFU survival post radiation exposure. (A-C) Number of total myeloid CFU,
BFU-E, and CFU-GM post different doses of gamma-rays IR. (D-F) Number of total myeloid CFU, BFU-E, and CFU-GM post different doses of proton ion IR. (G-I)
Number of total myeloid CFU, BFU-E, and CFU-GM post different doses of 56Fe ion IR.
94
Supplementary Figure 3.1: Myeloid CFU survival post radiation exposure.
95
Supplementary Figure 3.2: Lymphocyte counts in Mlh1+/+ and Mlh1-/- mice.
Lymphocyte counts Mlh1+/+ and Mlh1-/- mice pre and post (A) γ-rays, (B) 1H ion IR, and (C) 56Fe ion IR.
96
Supplementary Figure 3.2: Lymphocyte counts in Mlh1+/+ and Mlh1-/- mice.
97
Supplementary Figure 3.3: Bone marrow cellularity in Mlh1+/+ and Mlh1-/- mice.
Bone marrow cellularity in Mlh1+/+ and Mlh1-/- mice three months after exposure to
IR is unchanged with no impact of Mlh1 status.
98
Supplementary Figure 3.3: Bone marrow cellularity in Mlh1+/+ and Mlh1-/- mice.
99
Chapter 43
Mlh1 deficiency increases the risk of hematopoietic malignancy after
simulated space radiation exposure
4.1 Abstract
Cancer-causing genome instability is a major concern during space travel
due to exposure of astronauts to potent sources of high-linear energy transfer
(LET) ionizing radiation. Hematopoietic stem cells (HSCs) are particularly
susceptible to genotoxic stress, and accumulation of damage can lead to HSC
dysfunction and oncogenesis. Our group recently demonstrated that aging human
HSCs accumulate microsatellite instability coincident with loss of MLH1, a DNA
Mismatch Repair (MMR) protein, which could reasonably predispose to radiation-
induced HSC malignancies. Therefore, in an effort to reduce risk uncertainty for
cancer development during deep space travel, we employed an Mlh1+/- mouse
model to study the effects high-LET 56Fe ion space-like radiation. Irradiated Mlh1+/-
mice showed a significantly higher incidence of lymphomagenesis with 56Fe ions
compared to γ-rays and unirradiated mice, and malignancy correlated with
increased MSI in the tumors. In addition, whole exome sequencing analysis
revealed high SNVs and INDELs in lymphomas being driven by loss of Mlh1 and
frequently mutated genes had a strong correlation with human leukemias.
Therefore, the data suggest that age-related MMR deficiencies could lead to HSC malignancies after space radiation, and that countermeasure strategies will be required to adequately protect the astronaut population on the journey to Mars.
100
3 A version of this chapter was accepted for publication in the Leukemia journal on
October 1, 2018.
101
4.2 Introduction
The success of manned missions to outer space depends on many factors,
including overcoming health risks such as space radiation. Space radiation is
composed of protons and high (H) atomic number (Z) and energy (E) (HZE)
charged ions that arise from Solar Particle Events (SPEs), Galactic Cosmic
Radiation (GCR), and the Van Allen radiation belts [13-15]. In particular, GCR is
composed of 90% of protons, 9% of alpha particles (4He nuclei), and ~1% nuclei
of HZE particles such as 12C, 16O, 20Ne, 24Mg, 26Al, 28Si, and 56Fe ions [16, 19].
These particles have a broad range of LET characteristics (densities of induced
ionization events along particle tracks). The extent to which differences in LET
relate to different types of health risks remains largely unknown, and current
mitigation strategies and shielding materials are ineffective to protect astronauts
from HZE radiation due to the penetrance of the particles. In addition, there is
incomplete understanding of the radiobiology of HZE particles and a lack of
accurate risk assessment models, which puts future human-based space missions
in question.
A major space radiation-induced health risk to astronauts is tumorigenesis.
Cancer fatality risk prediction is an important consideration for deep space
missions for government agencies including the National Aeronautics and Space
Administration (NASA). Data for low-LET radiation-induced cancer risk in humans
come from epidemiological studies of Japanese A-bomb survivors, radiotherapy patients, and occupational radiation workers [150]; while data for high-LET
radiation rely mostly animal modeling. Various studies performed using mice have
102
identified cancers such as mammary tumors, hepatocellular carcinoma, colorectal
cancer, and leukemia as being HZE-induced [41-43]. The data show clear differences between high- and low-LET radiation, both in tumor type and incidence.
Radiation-induced lymphomas and leukemia represent a significant concern for astronauts during space travel due to the efficiency of radiation induced hematopoietic malignancies.
Ionizing radiation (IR) produces a variety of DNA damage products that are repaired by multiple DNA damage response (DDR) processes. The DNA mismatch repair (MMR) pathway is part of the DDR that fixes mismatches generated by DNA polymerase during replication, but also repairs base damage from a variety of stresses including radiation [237, 238]. In particular, MMR eliminates IR-induced buildup of 8-oxoguanine lesions to prevent adenine misincorporation during DNA replication [239-241]. MMR defects in tumors are associated with microsatellite instability (MSI) – gain or loss of nucleotides from microsatellite tracks in DNA. MSI
is classically associated with colorectal cancers where loss of functional MMR
components is frequently found, and tumor cells are said to display a mutator
phenotype indicating the lack of a key caretaker pathway [242, 243]. MMR could
thus play a radioprotective tumor suppressor role, a concept supported by studies
that have shown enhanced induction of intestinal carcinogenesis in MMR defective
mice exposed to oxidative stress [244], and others that have found induction of a
preleukemic state in HSCs [245]. MMR consists of seven different proteins, including MLH1, which is crucial for bringing repair machinery to mismatch repair sites. Studies have found epigenetic silencing of MLH1 in cancers such as
103
glioblastoma multiforme, endometrial, lung, and head and neck squamous
carcinomas [138, 246-248]. Therefore, loss of MLH1 may predispose cells to
become cancerous, particularly if exposed to high-LET ionizing radiation.
A recent study by our group demonstrated that MSI accumulates in human
HSCs as a function of age, with loss of MLH1 by promoter hypermethylation [170,
171]. Given that upper end of astronauts are ~46 years old, HSCs with deficient
MMR function will likely be exposed to space radiation. We thus sought to
characterize the interaction between loss of MLH1 and exposure to high-LET
radiation in the induction of hematopoietic malignancies. Using Mlh1+/- mice, that
exhibit MSI [249], exposed to 100 or 250 cGy of low-LET γ-rays and 10 or 100 cGy of high-LET 56Fe ion particles, we find that Mlh1 status does not have an impact
on long-term HSC function. However, Mlh1 allelic deficiency significantly increases the risk of hematopoietic malignancy after γ-ray or 56Fe ion radiation with
associated loss of Mlh1 function determined by high levels of single nucleotide
variants (SNVs)/insertions and deletions (INDELs) in resulting tumors.
4.3 Materials and Methods
Animals
Institutional Animal Care and Use Committee approved protocols were
followed at Case Western Reserve University (CWRU) and Brookhaven National
Laboratory (BNL). The Mlh1+/- strain B6.129-Mlh1tm1Rak/NCI was acquired from the
National Cancer Institute at Frederick [249]. All animals were bred and maintained
104
at the CWRU Animal Research Core. All mice had ad libitum access to food
(Laboratory Rodent Diet 5LOD, Lab Diet, St. Louis, MO) and water. The animal housing room was maintained on a 12:12h light:dark cycle and constant temperature (72 ± 2° F).
Particle irradiation
Adult B6.129-Mlh1tm1Rak male and female mice (~12 weeks) were shipped to BNL roughly one week prior to irradiation. The animals were divided into 10 groups of ~ 40 animals, including sham-irradiated Mlh1+/+ and Mlh1+/-. On the day
of exposure, animals were arranged into an animal pie-shaped holder and placed perpendicular to a 20x20 cm beam line to expose with 10 or 100 cGy of 600 MeV/n
56Fe ions at a dose rate of 5-50 cGy/minute. Additional animals were exposed to
100 or 250 cGy of γ-rays in a Shepherd Mark I irradiator-containing 137Cs at BNL.
Bone marrow (BM) cells were irradiated at NSRL for clonogenic survival assays
and competitive repopulation assays. Mlh1+/+ and Mlh1+/- mice (5 animals per genotype) were sacrificed on site, and bone marrow cells were harvested and irradiated with 0, 10, 50, 100, or 250 cGy of 600 MeV/n 56Fe ions. Additional BM
cells were irradiated with 0, 10, 50, 100, or 250 cGy of γ-rays.
Clonogenic survival assay
Irradiated Mlh1+/+ and Mlh1+/- BM cells were plated with complete
methylcellulose media (MethoCultTM GF M3434 or MethoCultTM M3630,
STEMCELL Technologies) to measure survival by colony forming unit (CFU)
assay. M3434 media was used for myeloid colony formation, and M3630 media
105
for pre-B lymphoid assays. All assays were performed twice with three replicates
(50,000 cells/plate for myeloid CFU and 250,000 cells/plate for lymphoid CFU),
and counted between 7-14 days post-plating.
Histology and Immunohistochemistry
Animals were euthanized at first signs of morbidity and tumors were
collected. All tumors were fixed in 10% formaldehyde for 24 hours followed by
immersion into 70% ethanol until processed and sectioned. Hematoxylin and eosin
(H&E) stains were performed and then analyzed at the In Vivo Animal Core facility
at the University of Michigan. Selected lymphomas were further analyzed by
immunohistochemistry (IHC) with B220 (B-cell marker), CD3 (T-cell marker), or
F4/80 (histiocyte marker) antibodies.
Microsatellite instability
Tumors were assessed for four mononucleotide repeats (mBat-26, mBat-
37, mBat-59, and mBat-64) [250]. Amplification of each mononucleotide repeat
was performed separately by PCR. Detection of amplified PCR fragments was
performed on an Agilent TapeStation and analyzed by TapeStation Analysis
Software A.02.01 SR1. Each marker length (deletion or addition of nucleotides)
measured by the software was compared to marker length of a normal tissue to
identify each marker as being stable or unstable. The classification of microsatellite
instability was accomplished by calculating the number of unstable markers for
each tumor sample. We classified tumors as MSI stable, low, or high based on
numbers of these markers with instabilities being 0/4, 1/4, or >1/4, respectively.
106
Whole-exome sequencing
Whole-exome sequencing (WES) was carried out by using a Truseq Exome
library prep kit according to manufacturer’s protocol, and a 2x75bp HS run was
performed using an Illumina HiSeq2500. Sequencing quality was assessed using
FastQC (ver.11.5). Trimmomatic (ver.0.32) was used to remove sequence
adapters and low quality leading and trailing bases from reads [251]. Filtered and trimmed reads were aligned to reference genome mm10 using the Burrows-
Wheeler Aligner (ver.0.7.12) algorithm [252]. Refinement of reads alignment was performed using GATK (ver.3.4.0) analysis toolkit, including PCR duplicated removal, local INDEL realignment, and base recalibration [253]. For variant calling, we performed individual tumor sample calling using Mutect2, against the sample from normal mouse tissue as normal reference [254]. Final SNVs and INDELs were selected with stringent criteria and final variants were annotated using
VariantAnnotation (ver. 1.20.3) R package [255].
4.4 Results
Mlh1 heterozygosity significantly increases high-LET radiation induced
malignancy.
Knockout animals are known to be tumor prone, and thus do not phenocopy
aged people; in contrast, Mlh1+/- animals exhibit relatively low spontaneous
tumorigenesis in spite of partial loss of MMR function [117]. During follow-up, mice
were euthanized at the onset of signs of morbidity or the appearance of visible
107
tumors (figure 1A). We found a significant reduction in tumor-free survival of Mlh1+/-
mice irradiated with 100 or 250 cGy of γ-ray vs. sham-irradiated Mlh1+/- mice or
irradiated Mlh1+/+ mice (p<0.0001, figure 1B) Interestingly, we observed
significantly increased mortalities in Mlh1+/- mice exposed to 10 or 100 cGy 56Fe
ions vs. sham-irradiated Mlh1+/- or irradiated Mlh1+/+ mice (p<0.0001, figure 1C).
Indeed, the biological impact of 100 cGy of 56Fe ions exceeded 100 cGy of γ-rays
(p=0.0470). In addition, Mlh1+/- mice exposed to 100 cGy 56Fe ion IR showed a
significant lower tumor free survival compared to mice exposed to 10 cGy 56Fe ion
IR (p=0.0456). In contrast, we observed no significant increases in tumorigenesis
of Mlh1+/+ mice regardless of the type of radiation used. To gain insight into the
time of onset of disease, the same data with exposed animals grouped by
genotype were used to estimate 70% survival times: sham-irradiated Mlh1+/- mice,
513 days; Mlh1+/- mice irradiated with 100 or 250 cGy of γ-rays, 446 and 444 days;
Mlh1+/- mice irradiated with 10 or 100 cGy of 56Fe ion irradiation, 424 and 385 days;
and all Mlh1+/+ mice, regardless of being irradiated, time not reached (figures 1D-
1F, supplementary table 1). Thus, loss of Mlh1 enhances radiation-induced tumorigenesis that heavily depends on radiation quality.
Mlh1 deficiency increases the incidence of lymphomagenesis after low and
high LET radiation.
It has been shown that loss of Mlh1 is associated with a higher incidence of
lymphomas and gastrointestinal tumors in animal models [228, 256]. Therefore,
we next examined tumors collected from Mlh1+/+ and Mlh1+/- mice by hematoxylin
and eosin staining to determine tumor types and if radiation exposure altered the
108
distribution of tumor types formed. Histopathology analysis revealed different
tumor types, but lymphoma was found to be the most common tumor (figure 2A).
Sporadic age-related tumors such as hepatocellular adenomas (HCA),
hepatocellular carcinomas (HCC), histiocytic sarcoma (HS), and other rare tumors
(figure 2B-2F; supplementary table 2) were also observed. The analysis
determined that ~40% of total tumors found in Mlh1+/+ cohorts were lymphomas
(figure 2G). Interestingly, we observed a significant difference in tumor type
distribution between Mlh1+/+ mice treated or not with low- or high-LET radiation
(p=0.0447). In contrast, ~80% of tumors of Mlh1+/- cohorts were lymphomas (figure
2H). Further, Mlh1+/- cohorts revealed significantly higher incidence of multiple
tumors per mouse compared to Mlh1+/+ cohorts (p=0.0288, figure 2I). These data
argue that Mlh1 deficiency increases incidence mostly of hematopoietic
malignancies after IR, independent of radiation quality (i.e. LET).
Mlh1+/- cohorts have higher incidence of T-cell rich B-cell lymphomas.
Lymphomas can be classified based on immunophenotype. The majority of lymphomas show immune cell infiltrates in the tumor microenvironment, which is associated with profound influence on disease pathology [257]. Therefore, we decided to further explore the lymphomas based on IHC analysis. We used CD3,
B220, and F4/80 to discern T cell, B cell, and macrophage/histiocytes in the tumors, respectively. Staining patterns revealed six different types of lymphoma that include T-cell rich B-cell (TRB) lymphoma, B-cell lymphoma, T-cell lymphoma, histiocytic sarcoma, B/T mixed lymphoma, and T-cell/histiocyte rich B-cell lymphoma (figure 3A-3F; supplementary table 3). We found 40-60% of lymphomas
109
were TRB lymphomas in the Mlh1+/+ mice (figure 3G). Interesting, we observed
roughly 30% of lymphomas were histiocytic sarcoma in sham-irradiated and γ-
irradiated Mlh1+/+ mice, whereas no histiocytic sarcomas were found in 56Fe
particle irradiated Mlh1+/+ mice. Similarly, we observed that the majority of
lymphomas were TRB lymphomas in all treatment groups of Mlh1+/- mice (figure
3H). Collectively, the data show that TRB lymphomas were common in Mlh1+/+ and
Mlh1+/- mice regardless of radiation type and that infiltrating T-cells might play a role in the process of lymphomagenesis.
Mlh1+/- tumors exhibit elevated levels of microsatellite instability.
Loss of MMR strongly correlates with MSI in many human cancers [220].
Therefore, we anticipated that mononucleotide repeats would be highly
susceptible to MSI in Mlh1+/- tumors compared to Mlh1+/+ tumors, particularly
because heterozygosity of Mlh1 has been shown to associate with decreased DNA
repair [170, 249]. The average sizes of four mononucleotide markers were
measured from MMR-proficient control samples and shown as peak values in
figures 4A-4D. MSI analysis showed that a majority of markers had a deletion of
one or more nucleotides in the stretch of mononucleotide repeats in Mlh1+/- tumors
(figure 4E-4H). We found that roughly 80% of Mlh1+/- tumors showed high MSI,
while only 2% of these tumors showed stable MSI. In contrast, we found that
roughly 45% of Mlh1+/+ tumors were high MSI, and that 55% were either stable or low MSI. Thus, MSI differed in Mlh1+/+ vs. Mlh1+/- tumors (p=0.0048, figure 4I).
Interestingly, we observed no change in high MSI of Mlh1+/- tumors by different
radiation types, including sham-irradiated (figure 4J). Collectively, the data show
110
that MSI associates with tumorigenesis in both the Mlh1 wild type and
heterozygous mice, and hence MMR status could be a potential risk stratification
marker for individuals exposed to high LET ionizing radiation.
Significantly elevated levels of SNVs and INDELs appear in Mlh1+/-
lymphomas.
MMR deficiency is associated with a mutator phenotype. In particular, loss
of Msh2 and Mlh1, key components of MMR, have been shown to increase
mutational frequency in newborn mice and during different stages of
embryogenesis [258, 259]. After verifying high MSI in Mlh1 heterozygous tumors,
we decided to further analyze TRB lymphomas by WES to study SNV/INDEL
patterns in wildtype vs heterozygous lymphomas. The WES analysis revealed a
significant increase in mutation rate of Mlh1+/- compared to Mlh1+/+ TRB
lymphomas arising from sham-, γ-rays, or 56Fe ion IR (p<0.0001, figure 5A, 5B).
Surprisingly, radiation exposure showed no further increase in number of SNVs of
irradiated cohorts compared to sham-irradiated cohorts, regardless of Mlh1 status
(p=0.9225, figure 5A,5B). In addition, WES analysis showed significantly higher
INDELs in the Mlh1+/- irradiated cohorts compared to Mlh1+/+ irradiated cohorts
(p=0.0314, figure 5A, 5C). The data suggest that Mlh1 heterozygosity was
associated with higher SNVs, while INDELs were correlated with irradiation plus
loss of Mlh1.
For further analysis, we identified frequently mutated genes in Mlh1+/+ and Mlh1+/-
cohorts based on type of radiation exposure. To examine the role of recurring
mutations occurred at specific loci, we defined a gene as frequently mutated if it
111
was found to be mutated in ≥ 40% of at least one cohort. The analysis revealed
that a significantly higher number of frequently mutated genes were found in
Mlh1+/- cohorts compared to Mlh1+/+ cohorts of TRB lymphomas (p<0.0001, figure
5F, 5G). Mlh1 heterozygosity not only increased the mutation rate, but the
repeated nature of mutations occurring at the same loci suggests importance of
these genes in tumorigenesis. In fact, we compared frequently mutated genes to
well-defined cancer causing genes and discovered that ~13% of the genes in each
cohort of Mlh1+/- TRB lymphomas were associated with cancer (supplementary
table 4). Collectively, WES analysis not only revealed higher SNVs and INDELs in
Mlh1+/- TRB lymphomas, but also that mutations occurred frequently in genes responsible for tumorigenesis.
High LET radiation induces a unique spectrum of genetic alterations in genes associated with human leukemia.
The C57BL/6 mouse model is a useful resource for studying radiation- induced cancers if parallels can be drawn between the mechanisms of radiation- induced tumorigenesis of mouse lymphomas and human leukemias. Many studies have shown that expression changes in genes such as Ikaros, Bcl11b, and Epha7 occur in both mouse lymphomas and various types of human leukemias [260-263].
Therefore, we asked whether genes frequently mutated in TRB lymphomas are relevant to human leukemia, and whether 56Fe ions produced unique mutations
compared to γ-rays. We identified 8 and 39 recurrently altered human leukemia
genes in Mlh1+/+ and Mlh1+/- TRBs, respectively (figure 6A, 6B). Interestingly, irradiated cohorts showed different gene mutational patterns compared to sham-
112
IR tumors, suggesting a distinct pathway leading to lymphomagenesis. For
instance, high rates of somatic mutations in Cbl, Huwe1, Runx1, and Ttn genes
were found in all Mlh1+/- cohorts. In contrast, some genes were found mutated in
specific treatment groups: Jag1, Kit, Nup214, and Pik3cd were prominently found
mutated in the sham-IR cohort; Dnmt3a and Myb were prominently found in γ-ray
cohort; and Myc was only found in 56Fe ion IR cohort. In addition, the majority of
the mutations were nonsynonymous in nature (figure 6C). Thus sequence
analyses of TRB lymphomas suggests that common mechanisms underlie these
mouse lymphomas and radiation induced human leukemias, and strengthens the
position that MLH1 defects will predispose space radiation-exposed astronauts to
disease development.
4.5 Discussion
The impact of age-associated MMR defects to the risk of space radiation-
induced malignancies has not been previously assessed. The current study
provides evidence that loss of Mlh1 in HSCs, which occurs as a function of age in
normal healthy individuals [170] leads to a significantly higher incidence of
tumorigenesis after exposure to high LET radiation, and that the incidence is
dependent on the type of radiation exposure. At the same time, we observed no
significant changes in acute hematopoietic functions of Mlh1+/- vs Mlh1+/+ BM cells
measured by CFU and competitive repopulation assays (supplementary figure 1).
Further, long-term differentiation potential of HSCs was also unaffected by Mlh1
status (supplementary figure 2). Thus, the critical observation described here is
113
that MMR defective animals are cancer prone when exposed to cosmic radiation.
Mlh1+/- mice show increased incidence of lymphomagenesis compared to Mlh1+/+
mice, and MSI is coincident with tumorigenesis in all cohorts. WES analysis of the
tumors revealed a significantly higher rate of SNVs/INDELs in Mlh1
haploinsufficient TRB lymphomas along with strong evidence of recurrent gene
mutations occurring in carcinogenic and leukemogenic genes. The data are in
agreement with the observation that MMR deficiency due to Msh2 loss has been
shown to promote a preleukemic state without affecting HSC repopulation function
[245]. Together, our studies demonstrate that low- and high-LET radiation induce
elevated tumorigenesis in Mlh1 deficient contexts that could alter the risk paradigm
for astronauts on deep space missions.
After high-LET iron particle exposure, nearly all energy deposition occurs in confined regions of the cell near the particle track and associated δ-ray penumbras, causing dense local ionization and clustered DNA lesions [18, 196].
Thus, the likelihood of repair of DNA damage and survival of cells is significantly reduced for most cell types following the same doses of high-LET compared to low-LET irradiation. In our studies, we observed a significantly higher impact of high-LET 56Fe particles on HSC acute functions compared to low-LET γ-rays, regardless of Mlh1 status. Similarly, we found that radiation exposure significantly accelerated tumorigenesis in Mlh1+/- mice compared to wild type mice, and that
high LET radiation was markedly more effective. The findings are in agreement
with work from the Weil group and others which showed higher incidence of
tumorigenesis in animals exposed to high-LET IR compared to low-LET γ-rays
114
exposure [42, 212, 264, 265]. Mlh1+/- mice exposed to 100 cGy 56Fe ion IR were
reduced to 70% survival ~130 and ~60 days earlier compared to sham-IR and 100 cGy γ-rays exposed Mlh1+/- mice, respectively. Collectively, these findings suggest
that loss of Mlh1 and high-LET radiation exposure together are responsible for not
only higher frequency but early incidence of tumorigenesis.
Radiation induced damage by high-LET sources may have an indirect role
in leading to tumorigenesis. Late-occurring chromosomal aberrations and global
DNA methylation in hematopoietic stem/progenitor cells have been shown after
28Si ion irradiation [83]. Kennedy, et al, have also observed altered methylation in
bronchial epithelial cells after 56Fe and 28Si exposure, contributing to lung cancer,
which in theory could also contribute to the mechanism of loss of MLH1 expression
in HSCs [266]. Mice exposed to high-LET 16O (600 MeV/n) ions showed
significantly higher level of ROS in HSCs three months after irradiation, suggesting
that cells experience continuous damage stress [80, 267]. Continuous ROS levels
in HSCs post irradiation could lead to mutation accumulation in absence of
functional MMR and may explain our observation of significantly higher SNVs in
all cohorts of Mlh1+/- TRB lymphomas. However, we did not detect differences in
SNVs between sham and irradiated cohorts, which may be due to the longer time
taken by the sham-IR cohort to reach to 70% survival hence allowing extra time to
accumulate SNVs. In addition, we discovered significantly higher mean INDEL size
(≥5 and ≥10 base pairs) in all Mlh1+/- cohorts compared to Mlh1+/+ cohorts, implying
Mlh1 plays a role not only in MMR but also in double strand break repair (figure
5D, 5E), which has been suggested in other models [268, 269]. Collectively, the
115
WES analysis suggests that Mlh1 loss is strongly associated with high mutational
burden in lymphomas, and high mean INDELs size could be due to Mlh1
involvement in repair mechanism other than MMR.
We observed not only a high mutation rate in Mlh1 haploinsufficient
lymphomas, but also frequent mutations occurring in carcinogenic loci. Studies
have shown that Mlh1 loss is associated with frequent mutations occurring in the loci of NF1 and ATR [139, 140]. Similarly, we found frequent mutations in Nf1 and
Atr along with 12 other carcinogenic genes (Met, Cacna1d, Ptprd, Nbea, Gnaq,
Cntnap2, Csmd3, Pabpc1, Lrp1b, Zfhx3, Dcc, and Ctnna2) across all cohorts of
Mlh1+/- TRB lymphomas. In addition, each cohort of Mlh1+/- TRB lymphoma
showed radiation-specific gene mutational profiles. For instance, well-defined
carcinogenic genes such as Cdh1, Eps15, Was, Atp2b3, Cdh11, and Myc were
predominantly mutated in 56Fe ion IR Mlh1+/- cohort while the γ-ray Mlh1+/- cohort
revealed frequent mutations in genes such as Ddx6, Tsc2, Raf1, Nt5c2, Crebbp,
Tfe3, Stat3, Map2k1, Dnmt3a, Bcor, Map3k1, and Arid2. Critically, we observed
an enrichment of mutations in the Mlh1+/- lymphomas that also occur in human
leukemias. The data also revealed radiation quality specific effects, such as the
observation of Myc mutation exclusively in 56Fe, Myb mutation exclusively in γ-
rays, and Nup214 mutation predominately in sham irradiated Mlh1+/- lymphomas.
It is unclear at this point what mechanism would lead to gene-specific mutations,
but the observation is similar to one recently published by Porada and colleagues
when human HSCs were exposed to HZE radiation that showed enrichment in
mutations in leukemia-associated genes within 24 hours of exposure [34].
116
Therefore, our study suggests that age-related MLH1 loss in astronaut HSCs results in a preleukemic state that can be exacerbated by high-LET radiation exposures received during space travel.
Increased use of high-LET radiotherapy also raises concern for therapy- related malignancies in patients with MMR defects, both in the hematopoietic system and beyond. Although further studies will be required to better characterize the molecular nature of tumors formed in our studies, and what types of doses and
LET are sufficient for enhancing tumor development, the results should be interpreted carefully, as astronauts in outer space may be exposed to several types of HZE particles with different fluences and energies. Future studies will be required to assess the effects of medium LET species and subsequently mixed ion beam fields and lower dose-rates to better mimic space radiation. In summary, the data suggest that loss of Mlh1 in HSCs, either genetically or as a function of age, could play a critical role in sensitizing humans to space-radiation induced HSC malignancies. Further studies will be required to more accurately calculate risks, both for missions into outer space and for patients undergoing current proton or future carbon-ion radiotherapy.
4.6 Acknowledgements
This research was funded by NASA grant NNX14AC95G. The authors are grateful to all members of NASA Space Radiation Laboratory and support staff at
Brookhaven National Laboratory, in particular to Adam Rusek, Chiara La Tessa,
117
and Peter Guida, for their assistance. The authors are also thankful to shared
resources of the Case Comprehensive Cancer Center including Radiation
Resources, Integrated Genomics, Cytometry & Microscopy, and Hematopoietic
Biorepository & Cellular Therapy. We also thank the generosity of Thomas F.
Peterson, Jr.
118
Figure 4.1: Long-term tumorigenesis assay post low- and high-LET radiation
exposure.
(A) Schematic representation of long-term tumorigenesis assay design. Tumor free survival of Mlh1+/+ and Mlh1+/- mice post (B) 100 or 250 cGy γ-rays, or (C) 10
or 100 cGy 56Fe ions (n=36-44, number of Mlh1+/+ or Mlh1-/- mice used for each
radiation exposure). (D) Tumor free survival of Mlh1+/+ mice post 0, 100 or 250 cGy
γ-rays, or 10 or 100 cGy 56Fe ions. (E) Tumor free survival of Mlh1+/- mice post 0,
100 or 250 cGy γ-rays, or 10 or 100 cGy 56Fe ions. (F) Days post-irradiation to reach 70% survival.
119
Figure 4.1: Long-term tumorigenesis assay post low- and high-LET radiation exposure.
120
Figure 4.2: Histopathology of tumors from Mlh1+/+ and Mlh1+/- mice.
(A) Lymphoma in sections of liver, characterized by sheets of neoplastic
lymphocytes infiltrating and effacing normal hepatic parenchyma (arrowheads)
(40X, bar = 20um). (B) Histiocytic sarcoma composed of round to spindyloid
neoplastic cells with occasional multinucleate giant cells (arrowhead) (20X, bar =
50um). (C) Hepatocellular carcinoma composed of lobules, cords, and trabeculae
of atypical hepatocytes replacing normal parenchyma (bar = 50um). (D)
Hemangiosarcoma composed of sheets and bundles of spindle-shaped cells forming haphazard vascular channels (arrowhead) lined by neoplastic endothelial cells (40X, bar = 20um). (E) Harderian gland adenoma characterized by an expansile proliferation (arrowhead) of tubules and acini of fairly well differentiated glandular epithelial cells (bar = 100um). (F) Ovarian granulosa cell tumor composed of solid lobules and nests of neoplastic cells often forming rudimentary follicular structures (arrowhead) (40X, bar = 20um). (G) Percentage tumor distribution based on histology of tumors collected from Mlh1+/+ mice treated with
sham-, γ-, or 56Fe ion irradiation. (H) Percentage tumor distribution based on
histology of tumors collected from Mlh1+/- mice treated with sham-, γ-, or 56Fe ion
irradiation. (I) Aggressive cancer measured by percentage of mice with multiple
tumor types or same tumor type in multiple organs. Histopathology was performed
on 13-27 tumors of Mlh1+/+ origin and 18-44 tumors of Mlh1+/- origin. Tumor
distribution was analyzed by Chi-square and multiple tumor incidence was
analyzed by two-way ANOVA; ns = non-significant.
121
Figure 4.2: Histopathology of tumors from Mlh1+/+ and Mlh1+/- mice.
122
Figure 4.3: Immunohistochemistry of lymphomas from Mlh1+/+ and Mlh1+/-
mice.
(A) B-cell lymphoma in a mesenteric lymph node shows diffuse and strong positive
membrane immunoreactivity for B220 antibody. (B) T-cell lymphoma in mesenteric lymph node shows diffuse membrane and cytoplasmic immunoreactivity to CD3 antibody. (C) Histiocytic sarcoma in the liver shows strong and diffuse membrane immunoreactivity to F4/80 antibody. (D-F) The majority of neoplasms had an immunophenotype of T-cell rich, B-cell lymphomas, characterized by a dominant population of neoplastic B cells immunoreactive to B220 antibody (D), with a minority population of well-differentiated T-cells immunoreactive to CD3 antibody
(E), and only a few resident macrophages illustrated by F4/80 immunoreactivity
(F). (A-F) 40X, bar = 20um. (G) Distribution, based on immunohistochemistry, of lymphomas collected from Mlh1+/+ mice treated with sham-, γ-, or 56Fe ion
irradiation. (H) Distribution, based on immunohistochemistry, of lymphomas
collected from Mlh1+/- mice treated with sham-, γ-rays, or 56Fe ion irradiation. IHC
was performed on 8-12 lymphomas of Mlh1+/+ origin and 15-31 lymphomas of
Mlh1+/- origin.
123
Figure 4.3: Immunohistochemistry of lymphomas from Mlh1+/+ and Mlh1+/- mice.
124
Figure 4.4: Microsatellite instability found in Mlh1+/+ and Mlh1+/- tumors.
Stable MSI (MSI-S) was found in control tissue (Mlh1+/+) via the markers mBat-26
(A), mBat-37 (B), mBat-59 (C), and mBat-64 (D). Similarly, high MSI (MSI-H) was
observed in Mlh1+/- tumor sample also via mBat-26 (E), mBat-37 (F), mBat-59 (G),
and mBat-64 (H). MSI distribution in Mlh1+/+ vs Mlh1+/- tumors (I). MSI-H
distribution found in tumors of irradiated Mlh1+/- mice (J). Number of Mlh1+/+ and
Mlh1+/- tumors used for the analysis were 15 and 43, respectively. Distributions were tested using Chi-square tests.
125
Figure 4.4: Microsatellite instability found in Mlh1+/+ and Mlh1+/- tumors.
126
Figure 4.5: Whole exome sequencing analysis of Mlh1+/+ and Mlh1+/- TRB
lymphomas.
(A) Number of SNVs and INDELs found in each TRB lymphoma arising from sham-
, γ-rays, or 56Fe ion irradiation. (B) Average number of SNVs per Mlh1+/+ and
Mlh1+/- cohorts. (C) Average number of INDELs per Mlh1+/+ and Mlh1+/- cohorts.
(D) Size of INDELs ≥ 5 bp in each cohort of Mlh1+/+ and Mlh1+/- TRB lymphomas.
(E) Size of INDELs ≥ 10 bp in each cohort of Mlh1+/+ and Mlh1+/- TRB lymphomas.
Venn Diagram shows number of frequently mutated genes found in (F) Mlh1+/+,
and (G) Mlh1+/- cohorts. P values were determined by a two-way ANOVA model.
Data plotted are means ± SEM.
127
Figure 4.5: Whole exome sequencing analysis of Mlh1+/+ and Mlh1+/- TRB lymphomas.
128
Figure 4.6: Correlation between frequently mutated mouse TRB lymphoma genes vs human leukemia genes.
Heatmap represents human leukemia genes also found to be frequently mutated in (A) Mlh1+/+, and (B) Mlh1+/- mouse TRB lymphoma cohorts. Solid aqua lines in each Heatmap represent actual mutational frequency of a gene in that particular cohort. (C) Different types of mutations (mis-sense, non-sense, frameshift, intron, and silent) found in each gene of Mlh1+/- TRB lymphomas.
129
Figure 4.6: Correlation between frequently mutated mouse TRB lymphoma genes vs human leukemia genes.
130
Supplementary Figure 4.1: HSC acute functional assays post radiation exposure.
HSC acute functional assays. (A) CFU assay showing percentage survival of total myeloid (M) and lymphoid (L) CFU of Mlh1+/+ and Mlh1+/- bone marrow cells
irradiated with 0, 10, 50, 100, or 250 cGy of γ-rays. (B) CFU assay showing
percentage survival of total myeloid (M) and lymphoid (L) CFU of Mlh1+/+ and
Mlh1+/- bone marrow cells irradiated with 0, 10, 50, 100, or 250 cGy of 56Fe ions.
Two separate experiments of three plates each per radiation exposure were
performed, and combined results were shown. Competitive repopulation assay
showing percentages of CD45.2 cells in peripheral blood 4 (C) and 10 (E) weeks
post transplantation into lethally irradiated host mice of Mlh1+/+ or Mlh1+/- donor BM
cells irradiated with 0 or 100 cGy of γ-rays, or for (D) and (F), 0 cGy or 100 cGy of
56Fe ions. Six mice per group used for competitive repopulation assay. P values (*
<0.05, *** < 0.001) were determined by a two-way ANOVA model with Bonferroni adjustments for multiple comparisons. Data plotted are means ± SEM.
131
Supplementary Figure 4.1: HSC acute functional assays post radiation exposure.
132
Supplementary Figure 4.2: HSC differentiation independent of Mlh1 status.
HSC differentiate independent of Mlh1 status. (A) Total WBC (K/µl), (C) RBC (M/
µl), and (E) platelets (K/µl) at 5 months and 9 months post 0, 100, or 250 cGy γ- rays irradiated Mlh1+/+ or Mlh1+/- mice. (B) Total WBC (K/µl), (D) RBC (M/ µl), and
(F) platelets (K/µl) at 5 months and 9 months post 0, 10, or 100 cGy 56Fe ion irradiated Mlh1+/+ or Mlh1+/- mice. 36-44 mice per each treatment group were used for the experiment. P value insignificance was determined by two-way ANOVA modeling with Bonferroni adjustments. Data are means ± SEM.
133
Supplementary Figure 4.2: HSC differentiation independent of Mlh1 status.
134
Supplementary Table 4.1: Pairwise log-ranked tests of survival differences
Treatment Pairwise log-rank tumor-free survival comparison p values groups Mlh1+/+ Mlh1+/- 0 Mlh1+/+ Mlh1+/+ Mlh1+/+ Mlh1+/+ 0 cGy cGy 100 cGy 250 cGy 10 cGy 100 cGy γ-rays γ-rays 56Fe ion 56Fe ion Mlh1+/- 0 0.0049 - X X X X cGy Mlh1+/- 100 < 0.0040 < 0.0001 X X X cGy γ-rays 0.0001 Mlh1+/- 250 < 0.0051 X < 0.0001 X X cGy γ-rays 0.0001 Mlh1+/- 10 < 0.0034 X X < 0.0001 X cGy 56Fe 0.0001 ion Mlh1+/- 100 < < 0.0001 X X X < 0.0001 cGy 56Fe 0.0001 ion
135
Supplementary Table 4.2: H & E analysis revealed types of tumors in
Mlh1+/+ and Mlh1+/- mice
Treatment groups Tumor types in mice (n = number of mice with tumor) (n = total number of Lymphoma Histiocytic HCA/HCC Others mice/group) (n) Sarcoma (n) (n) (n) Sham-IR Mlh1+/+ (44) 6 3 4 0 Sham-IR Mlh1+/- (36) 13 3 2 0 γ-rays IR Mlh1+/+ (84) 9 6 3 6 γ-rays IR Mlh1+/- (77) 31 4 0 2 56Fe ion IR Mlh1+/+ (88) 12 0 10 5 56Fe ion IR Mlh1+/- (79) 36 6 1 1
136
Supplementary Table 4.3: IHC analysis revealed types of lymphomas in
Mlh1+/+ and Mlh1+/- mice
Treatmen Type of lymphomas in mice (n = number of mice with lymphoma) t groups T-cell rich B-cell T-cell T/Histiocyt B/T mixed Histiocyti (n = total B-cell Lymphom Lymphom e rich B- Lymphom c number Lymphom a (n) a (n) cell a (n) Sarcoma of a(n) Lymphoma (n) mice/gro (n) up) Sham-IR 3 0 1 0 1 3 Mlh1+/+ (44) Sham-IR 7 3 0 1 1 3 Mlh1+/- (36) γ-rays IR 4 0 2 0 0 3 Mlh1+/+ (84) γ-rays IR 13 7 5 0 2 2 Mlh1+/- (77) 56Fe ion 7 1 1 3 0 0 IR Mlh1+/+ (88) 56Fe ion 22 1 1 2 0 5 IR Mlh1+/- (79)
137
Supplementary Table 4.4: Frequently mutated well-defined cancer genes found mutated in TRB lymphomas
Mlh1+/- Well-defined cancer genes found mutated in TRB cohorts lymphomas Sham-IR TLX3, RBM15, CTNND2, SETD2, ERG, MET, NUP214, SFPQ, SMO, GPC5, ARHGEF12, CDK12, WHSC1, GNAS, RBM10, BCLAF1, DICER1, ALK, FBXO11, TPM3, PRDM16, LSM14A, MYH9, BCL9, SND1, ATR, KDM5A, KDM6A, BCL9L, RUNX1, PIM1, ACVR2A, MTOR, HIST1H4I, UBR5, LEF1, MAP2K2, SIX2, CSMD3, FGFR2, KIT, EPHA7, LRP1B, MYH11, NF1, RUNX1T1, ELL, BCL11B, GOPC, CLTC, PRDM1, COL3A1, CACNA1D, SS18, EXT1, TNC, KMT2D, PTPRD, HNRNPA2B1, BIRC6, NBEA, CBL, AXIN2, BCR, FOXL2, GNAQ, STAT5B, ACVR1, SF3B1, ANK1, TEC, CNTNAP2, CHD4, TRRAP, LHFP, KMT2A, MECOM, PDE4DIP, ROBO2, PABPC1, FOXP1, ZFHX3, PAX3, CUX1, BCL11A, DCC, CTNNA2, APC, PRPF40B, TPR, RANBP2, AR, ARID1A, AFF3, ERBB4
γ-rays IR PTPRK, CACNA1D, SETD2, DDX5, MET, PTPRD, GPC5, NBEA, CBL, GNAQ, CAMTA1, DDX6, ATR, TSC2, CNTNAP2, CHD4, LHFP, RUNX1, MED12, KMT2A, SRC, RAF1, NT5C2, CREBBP, TFE3, CSMD3, SET, STAT3, PABPC1, LRP1B, ZFHX3, MAP2K1, DNMT3A, RUNX1T1, DCC, CTNNA2, APC, BCOR, AR, ARID1B, MAP3K1, ARID2, ARID1A, PRDM1, MYB
56Fe ion IR ERBB4, PTPRK, CACNA1D, DDX5, MET, PTPRD, NBEA, TPM3, CDH1, GNAQ, ATR, KDM6A, CNTNAP2, MED12, RB1, SRC, CSMD3, SET, PABPC1, LRP1B, EPS15, ZFHX3, NF1, WAS, ATP2B3, DCC, CTNNA2, CDH11, MYC, ARID1B
138
Chapter 5
Age related loss of Mlh1 in hematopoietic stem cells accelerates tumorigenesis post simulated solar or galactic cosmic radiation exposure
We demonstrated in chapter 3 and 4 that Mlh1 deficiency does not affect short- and long-term HSC functions but lack of functional MMR does sensitize mice to lymphomagenesis in presence and absence of IR. The finding is very important to NASA due to the fact that future long-term missions will involve astronauts spending more time in the deep space. However, the tumorigenesis study was performed with only 56Fe ion IR and thus we decided to further strengthen our findings with two more HZE particles from GCR spectrum. Proton ion is the most prominent species of charged particle in GCR while 28Si ion is as frequent as 56Fe ion among HZE particles. Therefore, we performed HSC functional and tumorigenesis assays by irradiating Mlh1+/+ and Mlh1+/- mice with 10 or 100 cGy
1H ion (1000 MeV/n) or 28Si ion (300 MeV/n).
To determine if Mlh1 deficiency affects HSC functions, we irradiated bone marrow cells collected from Mlh1+/+ and Mlh1+/- mice with 0, 10, 50, 100, or 250 cGy of 1H ion or 28Si ion. BM cells were plated to form myeloid CFU and counted in order to determine impact of IR and Mlh1 status of HSCs. We discovered that high-LET 28Si ion caused more damage to BM cells and hence a significantly less myeloid CFU compared to 1H ion irradiated BM cells (figure 5.1A and 5.1B). As anticipated, Mlh1 status did not affect acute function of HSC measured by CFU assay. In addition, HSC differentiation was measured by complete blood count at
5 and 9 month post Mlh1+/+ and Mlh1+/- mice irradiated with 1H ion or 28Si ion. At
139
these time points, irradiation impact on HSC differentiation was undetermined
along with no effects of Mlh1 status on long-term differentiation (figure 5.1C –
5.1H). As shown in chapter 3 and 4, loss of Mlh1 did not affect HSC functions and
survival.
Next, we hypothesized that, due to Mlh1+/- mice showed a significantly
higher and early incidence of lymphomagenesis in 56Fe ion irradiated mice, the
impact of 1H ion or 28Si ion would be similar. Post IR, we followed mice up to 18 months and euthanized any mouse with a visible sign of distress or palpable tumor.
We found that Mlh1+/+ mice irradiated with any dose or IR source showed no
significant increase in the tumor formation due to radiation exposure (figure 5.2A).
In contrast, Mlh1+/- mice showed sensitization to radiation-induced tumorigenesis
as displayed in chapter 4 (figure 5.2B). In fact, we revealed a significant higher
incidence of deaths due to tumor formation in Mlh1+/- mice irradiated with 100 cGy
28Si ion IR compared to 100 cGy 1H ion IR (p=0.0001). The finding shows that high-
LET IR is more effective in prompting tumorigenesis compared to low-LET 1H ion
IR in MMR compromised mice. In addition, histology and immunohistochemistry
analysis revealed a majority of tumors in Mlh1+/- mice were lymphomas, in
particular T-cell rich B-cell lymphomas (figure 5.2C and 5.2D). Collectively, the
data revealed that incidence of lymphomagenesis in MMR deficient mice was LET
dependent.
To determine gene expression profile of each T-cell rich B-cell lymphoma
cohorts, we decided to run RNA-sequencing analysis. The RNA-sequencing
experiment was carried out to detect differentially expressed genes and to
140
determine which signaling pathways are involved in the process of tumorigenesis.
To study this, we collected RNAs from snap frozen TRB lymphomas arising from
Mlh1+/+ and Mlh1+/- mice irradiated with sham-, 1H ions, or 28Si ions. To identify
differentially expressed genes, each TRB lymphoma gene expression profile was
compared to Mlh1+/+ and Mlh1+/- lymph nodes collected from healthy age-matched sham-irradiated mice. The hierarchical clustering analysis revealed that all control
age-matched lymph node samples clustered together with a similar gene
expression profile (figure 5.3A). In contrast, TRB lymphomas gene expression profiles were discrete from control lymph nodes and no further distinction was
observed between irradiation sources or Mlh1 status of TRB lymphomas (figure
5.3A). To visualized the similarity and differences between TRB lymphoma cohorts, we plotted the same gene expression profile data by grouping samples to their respective groups. The data showed that irradiated TRB lymphoma cohorts are distinct from sham-irradiated Mlh1+/- cohort, suggesting that tumorigenesis processes associated with irradiation are unique in nature (figure 5.2B).
Further, we looked at number of differentially expressed genes in each cohort to identify how many genes are differentially expressed between cohorts.
We determined that over 85% of differentially expressed genes are found to be commonly associated with all cohorts, regardless of Mlh1 status or irradiation source (figure 5.3C). Interestingly, we observed that roughly 8% of differentially expressed genes are only associated with irradiated cohorts with no correlation found between low- and high-LET IR. Similarly, we also observed that roughly 11% of differentially expressed genes are only found to be associated with sham
141
irradiated cohort. The data suggest that there are common genes involved in the
process of tumorigenesis, but enough differences exist between irradiated vs
sham-irradiated cohorts that could be the reason for early and higher frequency of
tumorigenesis found in 28Si ion irradiated Mlh1+/- mice. In fact, gene ontology
analysis revealed that processes, for instance DNA repair, mRNA and rRNA
processing, ribosome biogenesis, and RNA splicing, were commonly involved in all TRB lymphoma cohorts. In contrast, differentially regulated genes belong to
adherens junction and anchoring junction were predominately found in irradiated
TRB lymphoma cohorts, but not in sham-irradiated TRB lymphoma cohort.
In conclusion, we showed that high-LET 28Si ion irradiation causes
significantly early and higher incidence of lymphomagenesis compared to low-LET
1H ion irradiated Mlh1+/- mice. The RNA-sequencing analysis revealed that high
number of differentially expressed genes are commonly found in each lymphoma.
In addition, the analysis also detected that signaling pathways among the different
cohorts were predominantly similar with a few signaling pathways distinct between
the cohorts.
142
Figure 5.1: 1H ion and 28Si ion irradiation affects HSC acute function, but not
long-term differentiation
CFU assay showing percentage survival of total myeloid CFU of Mlh1+/+ and
Mlh1+/- bone marrow cells irradiated with 0, 10, 50, 100, or 250 cGy of (A) 1H ion
with 1000 MeV/n, and (B) 28Si ion with 300 MeV/n. Two separate experiments of
three plates each per radiation exposure were performed, and combined results
were shown. HSC differentiate measured by (C) Total WBC (K/µl), (E) RBC (M/
µl), and (G) platelets (K/µl) at 5 months and 9 months post 0, 10, or 100 cGy 1H
ion irradiated Mlh1+/+ or Mlh1+/- mice. HSC differentiate measured by (D) Total
WBC (K/µl), (F) RBC (M/ µl), and (H) platelets (K/µl) at 5 months and 9 months
post 0, 10, or 100 cGy 28Si ion irradiated Mlh1+/+ or Mlh1+/- mice. 35-43 mice per each treatment group were used for the experiment.
143
Figure 5.1: 1H ion and 28Si ion irradiation affects HSC acute function, but not long-term differentiation
144
Figure 5.2: Incidence of tumorigenesis in Mlh1+/+ and Mlh1+/- mice post 1H ion and 28Si ion exposure
Animals were sacrificed at the onset of signs of morbidity or the appearance of visible tumors. (A) Tumor free survival of Mlh1+/+ mice post 0,10, or 100 cGy of 1H ion or 28Si ions IR. (B) Tumor free survival of Mlh1+/+ mice post 0,10, or 100 cGy of
1H ion or 28Si ions IR. (C) Percentage tumor distribution based on histology of tumors collected from Mlh1+/- mice treated with sham, 1H ion, or 28Si ion irradiation.
(D) Distribution based on immunohistochemistry of lymphomas collected from
Mlh1+/- mice treated with sham, 1H ion, or 28Si ion irradiation.
145
Figure 5.2: Incidence of tumorigenesis in Mlh1+/+ and Mlh1+/- mice post 1H ion and 28Si ion exposure
146
Figure 5.3: Gene expression profile of Mlh1+/+ vs Mlh1+/- TRB lymphomas
The RNA-sequencing analysis of T-cell rich B-cell lymphomas. (A) Cluster analysis of differentially expressed genes found in each control and TRB lymphoma samples. (B) Cluster analysis of differentially expressed genes found in each cohort of TRB lymphomas. (C) Venn diagram represents common and unique number of differentially expressed genes found between different cohorts.
147
Figure 5.3: Gene expression profile of Mlh1+/+ vs Mlh1+/- TRB lymphomas
148
Chapter 6 – Discussion and Future Directions
Our findings identify a potential long-term detrimental impact of galactic
cosmic radiation on astronauts’ brains and hematopoietic stem cells through three
distinct mice studies. We have demonstrated: (1) high-LET space radiation have a
lasting impact on mouse brain, which was translated into behavioral changes such
as decreased in activity and memory levels, and increased anxiety levels up to 9
months post radiation exposure, (2) Mlh1 deficient mouse model, that represents
middle-aged human HSCs, showed no impact on short- and long-term HSC
functions, (3) however, loss of Mlh1 significantly increased incidence of
lymphomagenesis post high-LET 28Si or 56Fe ion IR compared to low-LET γ-rays
or 1H ion IR (figure 6). We are the first one to show the lasting harmful impact of
HZE particles on mouse behavior performances up to 9 months post IR. In addition, age related genomic changes in HSC, such as loss of MLH1 expression in human HSC, was found to be more detrimental in long-term radiation-induced lymphomagenesis. Furthermore, WES and RNA-sequencing analysis have revealed striking similarity between mouse lymphomas and human leukemias at molecular level, suggesting a potential risk to space radiation induced HSC malignancy in future astronauts. Collectively, these findings highlight the importance of lasting impacts of HZE particles on brain and the hematopoietic stem cells and call for further investigation to understand the molecular mechanisms underlining these harmful effects.
149
Figure 6: Summary explains the detrimental impact of GCR on mouse brain
and hematopoietic stem cell
Animals were irradiated with different doses of 1H ion (1000 MeV/n), 28Si ion (300
MeV/n), or 56Fe ion (600 MeV/n) particles to study the lasting impact of space radiation exposure on the CNS and HSCs. The summary explains what were the long-term harmful effects of GCR exposure on behavior performances, short- and
long-term impact on HSC functions, and long-term impact on HSC malignancies.
150
Figure 6: Summary explains the detrimental impact of GCR on mouse brain and hematopoietic stem cell
151
6.1 Tumorigenesis depends on LET and Mlh1 status
Previous studies have shown increased incidence of carcinogenesis post
high-LET radiation exposure compared to low-LET x-rays or γ-rays in animal
models. The most extensive study was carried out by Fry, Alpen, and coworkers
to determine the effects of LET on radiation-induced Harderian gland tumors, as a
typical epithelial tumor model. The study showed increased incidence of
tumorigenesis with increasing LET up to 56Fe ions (600 MeV/n) or 40Ar ions (570
MeV/n) irradiation with LET ≤ 190 KeV/µm [270]. Michael Weil group has shown that CBA/CaJ mice are extremely sensitivity to 56Fe ion (1000 MeV/n) induced
hepatocellular carcinoma (HCC), but not acute myeloid leukemia, compared to
mice exposed to γ-rays [42]. The further analysis has revealed that 28Si ion caused
slightly higher incidence of HCC and HCC metastasis to lungs compared to 56Fe
ion IR. Similarly, we observed a significantly higher incidence of tumorigenesis in
Mlh1 wildtype mice exposed to 100 cGy dose of different LET ions with a maximum
effect observed post 28Si ion IR (p=0.038, figure 6.1A and 6.1B). The findings
suggest that carcinogenesis increases with increasing LET up to a certain value
and reaches saturation level beyond which the cell killing becomes more prominent
outweighing the cell transformation.
The epigenetic and genetic changes play a crucial role in HSC self-renewal
and differentiation to the lymphoid or myeloid lineages. DNA methylation and
histone marks, such as H3K4 and H3K27 methylation, have certain essential roles
in gene regulations and chromatin organization [271, 272]. For instance, DNA
methyltransferase (Dnmt1) regulates distinct patterns of methylation in long-term
152
HSC, multipotent progenitor, and lineage-restricted progenitors in order to express
discrete gene families to control these populations [273]. Accumulating evidences
have suggested that aging reduces HSC functions, specifically biased towards
myeloid lineage due to a loss of DNA methylation [274, 275]. In fact, recent studies
have identified specific sites of age-dependent hypermethylation in human blood
samples, which also correlated with genes found hypermethylated in various
cancers [276, 277]. Similarly, our group recently identified that MLH1 expression
decreases in CD34+ human stem cell population due to promoter
hypermethylation, as a function of age [170, 171]. In many human cancers,
specifically in lynch syndrome, loss of MLH1 expression was found in a strong
agreement with the tumor formation. Mlh1 deficient mouse model has shown
increased incidence of lymphomagenesis. Similarly, our experiments have shown
a significantly lower tumor-free survival due to lymphomagenesis and the
incidence was dependent on radiation quality factor, i.e. LET (figure 6.1C). The
radiation-induced lymphomagenesis was found to be LET dependent in Mlh1+/-
mice with highest number of deaths caused by 28Si ion IR, similarly as seen in
wildtype mice (figure 6.1D). In addition, 28Si ion irradiated Mlh1+/- cohort reached to 70% survival mark quicker than Mlh1+/- cohorts irradiated with low-LET γ-rays
or 1H ions (figure 6.1E). Furthermore, we observed that Mlh1 heterozygous cohorts
have significantly higher incidence of multiple lymphomas per mouse compared to
Mlh1 wildtype cohorts, independent of IR sources (p=0.0078, figure 6.1F).
Collectively, the data from Mlh1 heterozygous cohorts showed that incidence of
153 tumorigenesis was dependent on LET with maximum effects reaching at 28Si ion
IR.
154
Figure 6.1: The impact of LET and Mlh1 status on GCR induced tumorigenesis The different impact of low- and high-LET radiation exposure on Mlh1+/+ and
Mlh1+/- mice were studied by looking at tumor-free survivals, incidence of
lymphomagenesis, and occurrence of multiple tumors per mouse. To show the
impact of LET, only one dose of IR (100 cGy) was chosen to make comparison
less complicated. Tumor-free survival of (A) Mlh1+/+ and (C) Mlh1+/- mice post 100
cGy IR. Percentage deaths due to tumorigenesis in (B) Mlh1+/+ and (D) Mlh1+/-
cohorts. (E) Time to reach 70% survival in different Mlh1+/- cohorts. (F) Multiple
tumor formation per mouse in Mlh1+/+ and Mlh1+/- mice exposed to different IR
source.
155
Figure 6.1: The impact of LET and Mlh1 status on GCR induced tumorigenesis
156
6.2 Determine the impact of mixed beam GCR exposure on Mlh1 chimeric
mouse model
The previous carcinogenesis experiments were performed with Mlh1+/- mice in order to recapitulate HSCs of middle-aged astronauts. However, the entire mouse was heterozygous for Mlh1 gene that does not entirely correlate with middle-aged human population. Therefore, chimeric mouse model will be generated in order to get Mlh1 wildtype to Mlh1 knockout ratio 50:50 only in HSC
compartment while keeping the rest of the mouse wildtype for Mlh1. The Mlh1
chimeric model will allow us to closely recapitulate human aged HSC in mouse model for carcinogenesis study. Many studies have established different doses
(sub-lethal to lethal) of x-rays or γ-rays irradiation to achieve various percentage of bone marrow chimerism in mouse model. However, the whole body irradiation for myeloablation could cause potential damage to other vital organs and tissues with the increase susceptibility to secondary infections [278]. Busulfan conditioning
is well tolerated in mice to achieve a high-level of BM chimerism with minimal toxicity compared to myeloablation doses of irradiation. Therefore, Busulfan conditioning will be used to generate chimeric mice contains ~50% Mlh1 knockout
BM in Mlh1 wildtype mice (figure 6.2). Mlh1 chimeric mice will be used for
tumorigenesis assays to study the long-term impact of space radiation exposure.
In previously performed studies, we used 10 or 100 cGy IR dose of different
ion species as a single exposure. However, astronauts will be exposed to a mixed
field of HZE particles at a lower dose and dose-rate throughout their journey to the
deep space. To closely simulate the space radiation conditions, NASA space
157
radiation laboratory (NSRL) at Brookhaven national laboratories has recently
created a mixed filed GCR simulator (60% 1H; 20% 4He; 10% 16O; 10% 56Fe) [279].
Mlh1 chimeric mice will be exposed to 10 cGy single dose or 10 cGy protracted
dose (2 cGy/day for five consecutive days) of mixed beam. Again, 40 Mlh1
chimeric mice per group will be used, and the results will be compared directly to
sham- and 10 cGy 56Fe ion IR groups from previously performed studies. Here, we
aim to study the effects of single and protracted exposures of simulated GCR beam
on Mlh1 chimeric mouse model to extend our knowledge and improve on the risk estimates to astronauts on the deep space missions.
158
Figure 6.2: Generation of Mlh1-/- chimeric mouse model and study of
tumorigenesis
Three steps process is proposed to generate Mlh1 chimeric mouse model for
future tumorigenesis study: (1) Collection of BM cells from donor CD45.1 Mlh1-/-
mice, (2) Busulfan conditioning to prepare recipient CD45.2 Mlh1+/+ mice for BM
transplant, (3) Intravenous tail vein injection of CD45.1 Mlh1-/- BM cells into
busulfan conditioned recipient CD45.2 Mlh1+/+ mice followed by simulated mixed- beam GCR exposure.
159
Figure 6.2: Generation of Mlh1-/- chimeric mouse model and study of tumorigenesis
160
6.3 Define the mitigating potential of dietary polyamines as a countermeasure for GCR induced tumorigenesis
There are preventive measures that can be used in order to reduce GCR exposure and its harmful impact, including administration of drugs or dietary supplements, choice of an appropriate time for space flight, and crew selection.
Irradiation protection in cells can be achieved by squelching ROS/RNS and augmenting DNA repair to reduce cell deaths by IR. Traditional antioxidants have shown to be moderately useful in minimizing the harmful effects of low-LET IR on humans, and could also be useful as an adjunct therapy to minimize cell damages created by δ-rays coming off of HZE particles core. For instance, resveratrol has shown ameliorating effects against IR by acting as a strong antioxidant and a potent activator of Sirtuin1 (Sirt1) in mice [280]. In fact, antioxidants have shown to play a key role in prevention of cancer if used for a prolonged period [281, 282].
Hence, the development of radioprotective compounds has historically been of high interest to the Department of Defense, and the attention was recently caught by the NASA to protect their astronauts from harmful space radiation exposure.
The only FDA approved drug for radiation protection is amifostine that thought to function primarily as an antioxidant [283]. In contrast, amifostine has a side effects, such as hypotension and vomiting that limit regular use for astronauts during their long-term space missions [284]. Many radioprotective compounds have been studies for decades with little to no success in getting pass the clinical trials by
FDA. However, the search remains to find pharmacological modulators that hold the promise to improve the efficacy of radioprotection with minimal side effects.
161
Polyamines (putrescine, spermidine, and spermine) are positively charged
small molecules in the cell that bind to negatively charged macromolecules, such
as lipids, proteins, and nucleic acids [285]. It has properties like chromatin
condensation to decrease the size of target DNA through compaction and oxygen
radical scavenging to reduce ROS/RNS in irradiated cells [286]. In fact, recent
findings have demonstrated that dietary polyamines increase lifespan and
cardiovascular health in many species [287, 288]. Therefore, we propose that a
polyamine could increase organism lifespan by acting as radioprotector and thus increase tumor-free survival. To evaluate the effects of polyamines on space radiation-induced tumorigenesis, groups of roughly 40 Mlh1-/- chimeric mice will be
irradiated with 10 cGy of single or protracted (2 cGy/day for five consecutive days)
mixed-beam GCR at NSRL. Polyamines will be dosed to the appropriate groups of mice for the length of the study in the drinking water (3 mM spermidine). All
animals will be checked for chimerism by collecting blood at every 8 weeks till the
end of study in order to measure successful chimerism. Any mice displaying
morbidity will be euthanized and assessed histologically for malignancy. Together
with additional sham-IR group with and without polyamine treatment will allow us
to distinguish beneficial impact of polyamines post GCR exposure.
162
6.4 Concluding Remarks
Since the dawn of space exploration, NASA and other space agencies around the world have wondered how far in deep space humans can go, survive, and still return to earth safely. NASA’s manned missions to the moon landed the first humans on the surface in 1969. However, more than 45 years have passed since that initial triumph, and we have not yet returned to the moon or sent humans beyond our celestial partner. NASA’s next ambitious manned missions includes sending astronauts to the Moon and eventually Mars and back, a journey that will take roughly two to three years including time on the surface for research purposes, significantly longer than the 10-day journeys of the Apollo missions and beyond the protection afforded by the Earth’s magnetosphere. Long-term space travel requires a deeper understanding of the effects of the space environment on human physiology, particularly the impact of space radiation. Only through pushing our primarily earth-based experimental models to the extreme can we begin to gain insight into how we will fare so far from home.
A major obstacle to space travel is long-term GCR exposure and even if we reduce the uncertainties of space radiation induced risks, the effective countermeasures to ionizing radiation will remain the ultimate goal of a long-term space travel. There are three different ways to minimize terrestrial radiation exposure: proper shielding, increase the distance from the radiation source, and reduce the time spent in the radiation field. However, future space travel time will likely to be increased and distance from the GCR will be an unavoidable task.
Despite continuous improvements in spacecraft shielding materials and designs,
163 exposure to SEPs and GCR cannot be completely eliminated due to the simple issue of weight limitation. Current shielding materials are useful only during low earth orbit missions but become ineffective when it comes to GCR exposure. The thickness of the spacecraft required to fully shield against all incident radiation would not be practically possible, and becomes complicated by the fact that GCR ions result in fragmentation of the hull materials and can deliver similar cumulative doses of multiple secondary fragments typically with high-LET values inside the spacecraft as well [289, 290]. In this case, liquid hydrogen would be an ideal candidate for the shielding material, but it is a low temperature liquid with a highly explosive nature making it an impractical material. NASA is working towards designing a better shielding materials but it will not be sufficient enough to protect astronauts completely from harmful HZE nuclei.
Currently, we are also facing an another challenge of translating experimental results into reliable risk models due to two fundamental issues. First, the fact that majority of experimental studies were carried out using a single ion species at higher dose and dose-rate, which will be not the case for astronauts traveling in space for the long-term mission. Second, the lack of human data on high-LET radiation exposure and hence strict reliance on experimental animal models for risk assessment prediction. Previous animal models have not considered astronauts age related genomic changes as one of the major driving factor for carcinogenesis, and hence gross underestimation of risk associated with high-LET radiation induced carcinogenesis. It has been known that stem cells
(skin, gut, or hematopoietic origin) in our body loses their fitness as we age due to
164
genomic changes and mutation accumulation in the genome. In fact, our recent findings have demonstrated that age related loss of a single gene in HSCs, such as MLH1, is strongly associated with a significant increase in tumorigenesis in
animal model. Therefore, age related loss of other genes in HSCs should be taken
into consideration for future studies, especially cell-cycle, DNA damage response, and chromatin modifier genes known to play a critical role in radio sensitization.
Our constant efforts to improve existing animal models with help of genetic engineering will benefit us to design better risk assessment models, sophisticated
shielding materials, and radioprotectors/mitigators that will alleviate the potential
detrimental impact of space radiation during future long-term missions.
165
References 1. Spitz, D.R., et al., Metabolic oxidation/reduction reactions and cellular responses to ionizing radiation: a unifying concept in stress response biology. Cancer Metastasis Rev, 2004. 23(3-4): p. 311-22. 2. Petkau, A., Role of superoxide dismutase in modification of radiation injury. Br J Cancer Suppl, 1987. 8: p. 87-95. 3. Kryston, T.B., et al., Role of oxidative stress and DNA damage in human carcinogenesis. Mutat Res, 2011. 711(1-2): p. 193-201. 4. Tamminga, J. and O. Kovalchuk, Role of DNA damage and epigenetic DNA methylation changes in radiation-induced genomic instability and bystander effects in germline in vivo. Curr Mol Pharmacol, 2011. 4(2): p. 115-25. 5. Goodhead, D.T., The initial physical damage produced by ionizing radiations. Int J Radiat Biol, 1989. 56(5): p. 623-34. 6. Campa, A., et al., DNA DSB induced in human cells by charged particles and gamma rays: experimental results and theoretical approaches. Int J Radiat Biol, 2005. 81(11): p. 841- 54. 7. O'Neill, P. and P. Wardman, Radiation chemistry comes before radiation biology. Int J Radiat Biol, 2009. 85(1): p. 9-25. 8. Sahin, E., et al., Telomere dysfunction induces metabolic and mitochondrial compromise. Nature, 2011. 470(7334): p. 359-65. 9. Valerie, K., et al., Radiation-induced cell signaling: inside-out and outside-in. Mol Cancer Ther, 2007. 6(3): p. 789-801. 10. Cadet, J., T. Douki, and J.L. Ravanat, Oxidatively generated damage to the guanine moiety of DNA: mechanistic aspects and formation in cells. Acc Chem Res, 2008. 41(8): p. 1075-83. 11. Hoeijmakers, J.H., Genome maintenance mechanisms for preventing cancer. Nature, 2001. 411(6835): p. 366-74. 12. Lips, J. and B. Kaina, DNA double-strand breaks trigger apoptosis in p53-deficient fibroblasts. Carcinogenesis, 2001. 22(4): p. 579-85. 13. Cucinotta, F.A., et al., Space radiation cancer risks and uncertainties for Mars missions. Radiat Res, 2001. 156(5 Pt 2): p. 682-8. 14. Edwards, A.A., RBE of radiations in space and the implications for space travel. Phys Med, 2001. 17 Suppl 1: p. 147-52. 15. Schimmerling, W., F.A. Cucinotta, and J.W. Wilson, Radiation risk and human space exploration. Adv Space Res, 2003. 31(1): p. 27-34. 16. Heinrich, W., S. Roesler, and H. Schraube, Physics of cosmic radiation fields. Radiat Prot Dosimetry, 1999. 86(4): p. 253-8. 17. Kramer, M. and G. Kraft, Calculations of heavy-ion track structure. Radiat Environ Biophys, 1994. 33(2): p. 91-109. 18. Cucinotta, F.A., H. Nikjoo, and D.T. Goodhead, Model for radial dependence of frequency distributions for energy imparted in nanometer volumes from HZE particles. Radiat Res, 2000. 153(4): p. 459-68. 19. Chancellor, J.C., G.B. Scott, and J.P. Sutton, Space Radiation: The Number One Risk to Astronaut Health beyond Low Earth Orbit. Life (Basel), 2014. 4(3): p. 491-510. 20. Saganti, P.B., et al., Radiation climate map for analyzing risks to astronauts on the mars surface from galactic cosmic rays. Space Science Reviews, 2004. 110(1): p. 143-156.
166
21. Goodhead, D.T., Initial events in the cellular effects of ionizing radiations: clustered damage in DNA. Int J Radiat Biol, 1994. 65(1): p. 7-17. 22. Ponomarev, A.L. and F.A. Cucinotta, Chromatin loops are responsible for higher counts of small DNA fragments induced by high-LET radiation, while chromosomal domains do not affect the fragment sizes. Int J Radiat Biol, 2006. 82(4): p. 293-305. 23. Prise, K.M., et al., A review of dsb induction data for varying quality radiations. Int J Radiat Biol, 1998. 74(2): p. 173-84. 24. Sutherland, B.M., et al., Clustered DNA damages induced in isolated DNA and in human cells by low doses of ionizing radiation. Proc Natl Acad Sci U S A, 2000. 97(1): p. 103-8. 25. Rydberg, B., et al., Dose-dependent misrejoining of radiation-induced DNA double- strand breaks in human fibroblasts: experimental and theoretical study for high- and low-LET radiation. Radiat Res, 2005. 163(5): p. 526-34. 26. Leatherbarrow, E.L., et al., Induction and quantification of gamma-H2AX foci following low and high LET-irradiation. Int J Radiat Biol, 2006. 82(2): p. 111-8. 27. Townsend, L.W., Implications of the space radiation environment for human exploration in deep space. Radiat Prot Dosimetry, 2005. 115(1-4): p. 44-50. 28. Durante, M. and F.A. Cucinotta, Heavy ion carcinogenesis and human space exploration. Nat Rev Cancer, 2008. 8(6): p. 465-72. 29. Costes, S.V., et al., Imaging features that discriminate between foci induced by high- and low-LET radiation in human fibroblasts. Radiat Res, 2006. 165(5): p. 505-15. 30. Durante, M., et al., Karyotypes of human lymphocytes exposed to high-energy iron ions. Radiat Res, 2002. 158(5): p. 581-90. 31. Johannes, C., et al., Chromosome intrachanges and interchanges detected by multicolor banding in lymphocytes: searching for clastogen signatures in the human genome. Radiat Res, 2004. 161(5): p. 540-8. 32. Hada, M., et al., mBAND analysis of chromosomal aberrations in human epithelial cells exposed to low- and high-LET radiation. Radiat Res, 2007. 168(1): p. 98-105. 33. Ding, L.H., et al., Gene expression changes in normal human skin fibroblasts induced by HZE-particle radiation. Radiat Res, 2005. 164(4 Pt 2): p. 523-6. 34. Rodman, C., et al., In vitro and in vivo assessment of direct effects of simulated solar and galactic cosmic radiation on human hematopoietic stem/progenitor cells. Leukemia, 2017. 31(6): p. 1398-1407. 35. Preston, D.L., et al., Solid cancer incidence in atomic bomb survivors: 1958-1998. Radiat Res, 2007. 168(1): p. 1-64. 36. Hall, E.J. and A.J. Giaccia. Radiobiology for the radiologist. 2012; Available from: http://public.eblib.com/choice/publicfullrecord.aspx?p=2031840. 37. Waselenko, J.K., et al., Medical management of the acute radiation syndrome: recommendations of the Strategic National Stockpile Radiation Working Group. Ann Intern Med, 2004. 140(12): p. 1037-51. 38. Shao, L., Y. Luo, and D. Zhou, Hematopoietic stem cell injury induced by ionizing radiation. Antioxid Redox Signal, 2014. 20(9): p. 1447-62. 39. Shimizu, Y., K. H., and W.J. Schull, Risk of cancer among atomic bomb survivors. (0449- 3060 (Print)). 40. Cacao, E., et al., Relative Biological Effectiveness of HZE Particles for Chromosomal Exchanges and Other Surrogate Cancer Risk Endpoints. PLoS One, 2016. 11(4): p. e0153998. 41. Bielefeldt-Ohmann, H., et al., Animal studies of charged particle-induced carcinogenesis. Health Phys, 2012. 103(5): p. 568-76.
167
42. Weil, M.M., et al., Incidence of acute myeloid leukemia and hepatocellular carcinoma in mice irradiated with 1 GeV/nucleon (56)Fe ions. Radiat Res, 2009. 172(2): p. 213-9. 43. Datta, K., et al., Exposure to heavy ion radiation induces persistent oxidative stress in mouse intestine. PLoS One, 2012. 7(8): p. e42224. 44. Wang, L.D. and A.J. Wagers, Dynamic niches in the origination and differentiation of haematopoietic stem cells. Nat Rev Mol Cell Biol, 2011. 12(10): p. 643-55. 45. Friedenstein, A.J., et al., Stromal cells responsible for transferring the microenvironment of the hemopoietic tissues. Cloning in vitro and retransplantation in vivo. Transplantation, 1974. 17(4): p. 331-40. 46. Song, J., et al., An in vivo model to study and manipulate the hematopoietic stem cell niche. Blood, 2010. 115(13): p. 2592-600. 47. Orford, K.W. and D.T. Scadden, Deconstructing stem cell self-renewal: genetic insights into cell-cycle regulation. Nat Rev Genet, 2008. 9(2): p. 115-28. 48. Walkley, C.R., et al., A microenvironment-induced myeloproliferative syndrome caused by retinoic acid receptor gamma deficiency. Cell, 2007. 129(6): p. 1097-110. 49. Kim, Y.W., et al., Defective Notch activation in microenvironment leads to myeloproliferative disease. Blood, 2008. 112(12): p. 4628-38. 50. Kode, A., et al., Leukaemogenesis induced by an activating beta-catenin mutation in osteoblasts. Nature, 2014. 506(7487): p. 240-4. 51. Suda, T., K. Takubo, and G.L. Semenza, Metabolic regulation of hematopoietic stem cells in the hypoxic niche. Cell Stem Cell, 2011. 9(4): p. 298-310. 52. Lucas, D., et al., Chemotherapy-induced bone marrow nerve injury impairs hematopoietic regeneration. Nat Med, 2013. 19(6): p. 695-703. 53. Cao, X., et al., Irradiation induces bone injury by damaging bone marrow microenvironment for stem cells. Proc Natl Acad Sci U S A, 2011. 108(4): p. 1609-14. 54. Ito, K., et al., Reactive oxygen species act through p38 MAPK to limit the lifespan of hematopoietic stem cells. Nat Med, 2006. 12(4): p. 446-51. 55. Bizzozero, O.J., Jr., K.G. Johnson, and A. Ciocco, Radiation-related leukemia in Hiroshima and Nagasaki, 1946-1964. I. Distribution, incidence and appearance time. N Engl J Med, 1966. 274(20): p. 1095-101. 56. Yoshinaga, S., et al., Cancer risks among radiologists and radiologic technologists: review of epidemiologic studies. Radiology, 2004. 233(2): p. 313-21. 57. Radivoyevitch, T., et al., Defining AML and MDS second cancer risk dynamics after diagnoses of first cancers treated or not with radiation. Leukemia, 2016. 30(2): p. 285- 94. 58. Brook, I., et al., Management of postirradiation sepsis. Mil Med, 2002. 167(2 Suppl): p. 105-6. 59. Dominici, M., et al., Restoration and reversible expansion of the osteoblastic hematopoietic stem cell niche after marrow radioablation. Blood, 2009. 114(11): p. 2333-43. 60. Meng, A., et al., Ionizing radiation and busulfan inhibit murine bone marrow cell hematopoietic function via apoptosis-dependent and -independent mechanisms. Exp Hematol, 2003. 31(12): p. 1348-56. 61. Meng, A., et al., Ionizing radiation and busulfan induce premature senescence in murine bone marrow hematopoietic cells. Cancer Res, 2003. 63(17): p. 5414-9. 62. Domen, J., K.L. Gandy, and I.L. Weissman, Systemic overexpression of BCL-2 in the hematopoietic system protects transgenic mice from the consequences of lethal irradiation. Blood, 1998. 91(7): p. 2272-82.
168
63. Domenech, J., et al., Persistent decrease in proliferative potential of marrow CD34(+)cells exposed to early-acting growth factors after autologous bone marrow transplantation. Bone Marrow Transplant, 2002. 29(7): p. 557-62. 64. Shao, L., et al., Deletion of proapoptotic Puma selectively protects hematopoietic stem and progenitor cells against high-dose radiation. Blood, 2010. 115(23): p. 4707-14. 65. Yu, H., et al., Deletion of Puma protects hematopoietic stem cells and confers long-term survival in response to high-dose gamma-irradiation. Blood, 2010. 115(17): p. 3472-80. 66. Wang, J., et al., A differentiation checkpoint limits hematopoietic stem cell self-renewal in response to DNA damage. Cell, 2012. 148(5): p. 1001-14. 67. Hayflick, L. and P.S. Moorhead, The serial cultivation of human diploid cell strains. Exp Cell Res, 1961. 25: p. 585-621. 68. Campisi, J., et al., Cellular senescence, cancer and aging: the telomere connection. Exp Gerontol, 2001. 36(10): p. 1619-37. 69. Lessard, J. and G. Sauvageau, Bmi-1 determines the proliferative capacity of normal and leukaemic stem cells. Nature, 2003. 423(6937): p. 255-60. 70. Danet, G.H., et al., Expansion of human SCID-repopulating cells under hypoxic conditions. J Clin Invest, 2003. 112(1): p. 126-35. 71. Miyamoto, K., et al., Foxo3a is essential for maintenance of the hematopoietic stem cell pool. Cell Stem Cell, 2007. 1(1): p. 101-12. 72. Park, I.K., et al., Bmi-1 is required for maintenance of adult self-renewing haematopoietic stem cells. Nature, 2003. 423(6937): p. 302-5. 73. Ito, K., et al., Regulation of reactive oxygen species by Atm is essential for proper response to DNA double-strand breaks in lymphocytes. J Immunol, 2007. 178(1): p. 103- 10. 74. Greenberger, J.S., Toxic effects on the hematopoietic microenvironment. Exp Hematol, 1991. 19(11): p. 1101-9. 75. Hendry, J.H., The cellular basis of long-term marrow injury after irradiation. Radiother Oncol, 1985. 3(4): p. 331-8. 76. Bierkens, J.G., J.H. Hendry, and N.G. Testa, The radiation response and recovery of bone marrow stroma with particular reference to long-term bone marrow cultures. Eur J Haematol, 1989. 43(2): p. 95-107. 77. Chang, P.Y., et al., Biological impact of low dose-rate simulated solar particle event radiation in vivo. Radiat Environ Biophys, 2010. 49(3): p. 379-88. 78. Chang, J., et al., Whole-body proton irradiation causes long-term damage to hematopoietic stem cells in mice. Radiat Res, 2015. 183(2): p. 240-8. 79. Monzen, S., et al., Characteristics of myeloid differentiation and maturation pathway derived from human hematopoietic stem cells exposed to different linear energy transfer radiation types. PLoS One, 2013. 8(3): p. e59385. 80. Chang, J., et al., Low Doses of Oxygen Ion Irradiation Cause Acute Damage to Hematopoietic Cells in Mice. PLoS One, 2016. 11(7): p. e0158097. 81. Koturbash, I., I. Pogribny, and O. Kovalchuk, Stable loss of global DNA methylation in the radiation-target tissue--a possible mechanism contributing to radiation carcinogenesis? Biochem Biophys Res Commun, 2005. 337(2): p. 526-33. 82. Loree, J., et al., Radiation-induced molecular changes in rat mammary tissue: possible implications for radiation-induced carcinogenesis. Int J Radiat Biol, 2006. 82(11): p. 805- 15.
169
83. Rithidech, K.N., et al., Late-occurring chromosome aberrations and global DNA methylation in hematopoietic stem/progenitor cells of CBA/CaJ mice exposed to silicon ((28)Si) ions. Mutat Res, 2015. 781: p. 22-31. 84. Tungjai, M., E.B. Whorton, and K.N. Rithidech, Persistence of apoptosis and inflammatory responses in the heart and bone marrow of mice following whole-body exposure to (2)(8)Silicon ((2)(8)Si) ions. Radiat Environ Biophys, 2013. 52(3): p. 339-50. 85. Hombauer, H., et al., Mismatch repair, but not heteroduplex rejection, is temporally coupled to DNA replication. Science, 2011. 334(6063): p. 1713-6. 86. Lopez-Contreras, A.J., et al., A proteomic characterization of factors enriched at nascent DNA molecules. Cell Rep, 2013. 3(4): p. 1105-16. 87. Sirbu, B.M., et al., Identification of proteins at active, stalled, and collapsed replication forks using isolation of proteins on nascent DNA (iPOND) coupled with mass spectrometry. J Biol Chem, 2013. 288(44): p. 31458-67. 88. Dutta, R. and M. Inouye, GHKL, an emergent ATPase/kinase superfamily. Trends Biochem Sci, 2000. 25(1): p. 24-8. 89. Bak, S.T., D. Sakellariou, and J. Pena-Diaz, The dual nature of mismatch repair as antimutator and mutator: for better or for worse. Front Genet, 2014. 5: p. 287. 90. Surtees, J.A., J.L. Argueso, and E. Alani, Mismatch repair proteins: key regulators of genetic recombination. Cytogenet Genome Res, 2004. 107(3-4): p. 146-59. 91. George, C.M. and E. Alani, Multiple cellular mechanisms prevent chromosomal rearrangements involving repetitive DNA. Crit Rev Biochem Mol Biol, 2012. 47(3): p. 297-313. 92. Pena-Diaz, J. and J. Jiricny, Mammalian mismatch repair: error-free or error-prone? Trends Biochem Sci, 2012. 37(5): p. 206-14. 93. Maizels, N., Immunoglobulin gene diversification. Annu Rev Genet, 2005. 39: p. 23-46. 94. Di Noia, J.M. and M.S. Neuberger, Molecular mechanisms of antibody somatic hypermutation. Annu Rev Biochem, 2007. 76: p. 1-22. 95. Stavnezer, J., J.E. Guikema, and C.E. Schrader, Mechanism and regulation of class switch recombination. Annu Rev Immunol, 2008. 26: p. 261-92. 96. Li, G.M., The role of mismatch repair in DNA damage-induced apoptosis. Oncol Res, 1999. 11(9): p. 393-400. 97. Stojic, L., R. Brun, and J. Jiricny, Mismatch repair and DNA damage signalling. DNA Repair (Amst), 2004. 3(8-9): p. 1091-101. 98. Brown, K.D., et al., The mismatch repair system is required for S-phase checkpoint activation. Nat Genet, 2003. 33(1): p. 80-4. 99. Duckett, D.R., et al., Human MutSalpha recognizes damaged DNA base pairs containing O6-methylguanine, O4-methylthymine, or the cisplatin-d(GpG) adduct. Proc Natl Acad Sci U S A, 1996. 93(13): p. 6443-7. 100. Gong, J.G., et al., The tyrosine kinase c-Abl regulates p73 in apoptotic response to cisplatin-induced DNA damage. Nature, 1999. 399(6738): p. 806-9. 101. Fishel, R., et al., The human mutator gene homolog MSH2 and its association with hereditary nonpolyposis colon cancer. Cell, 1993. 75(5): p. 1027-38. 102. Leach, F.S., et al., Mutations of a mutS homolog in hereditary nonpolyposis colorectal cancer. Cell, 1993. 75(6): p. 1215-25. 103. Jiricny, J., Colon cancer and DNA repair: have mismatches met their match? Trends Genet, 1994. 10(5): p. 164-8. 104. Modrich, P. and R. Lahue, Mismatch repair in replication fidelity, genetic recombination, and cancer biology. Annu Rev Biochem, 1996. 65: p. 101-33.
170
105. Bronner, C.E., et al., Mutation in the DNA mismatch repair gene homologue hMLH1 is associated with hereditary non-polyposis colon cancer. Nature, 1994. 368(6468): p. 258- 61. 106. Papadopoulos, N., et al., Mutation of a mutL homolog in hereditary colon cancer. Science, 1994. 263(5153): p. 1625-9. 107. Nicolaides, N.C., et al., Mutations of two PMS homologues in hereditary nonpolyposis colon cancer. Nature, 1994. 371(6492): p. 75-80. 108. Miyaki, M., et al., Germline mutation of MSH6 as the cause of hereditary nonpolyposis colorectal cancer. Nat Genet, 1997. 17(3): p. 271-2. 109. Scott, R.J., et al., Hereditary nonpolyposis colorectal cancer in 95 families: differences and similarities between mutation-positive and mutation-negative kindreds. Am J Hum Genet, 2001. 68(1): p. 118-127. 110. Umar, A., et al., Revised Bethesda Guidelines for hereditary nonpolyposis colorectal cancer (Lynch syndrome) and microsatellite instability. J Natl Cancer Inst, 2004. 96(4): p. 261-8. 111. Grindedal, E.M., et al., Germ-line mutations in mismatch repair genes associated with prostate cancer. Cancer Epidemiol Biomarkers Prev, 2009. 18(9): p. 2460-7. 112. van Oers, J.M., et al., PMS2 endonuclease activity has distinct biological functions and is essential for genome maintenance. Proc Natl Acad Sci U S A, 2010. 107(30): p. 13384- 9. 113. Wimmer, K. and C.P. Kratz, Constitutional mismatch repair-deficiency syndrome. Haematologica, 2010. 95(5): p. 699-701. 114. Buerki, N., et al., Evidence for breast cancer as an integral part of Lynch syndrome. Genes Chromosomes Cancer, 2012. 51(1): p. 83-91. 115. Win, A.K., et al., Risks of primary extracolonic cancers following colorectal cancer in lynch syndrome. J Natl Cancer Inst, 2012. 104(18): p. 1363-72. 116. Vasen, H.F., et al., Revised guidelines for the clinical management of Lynch syndrome (HNPCC): recommendations by a group of European experts. Gut, 2013. 62(6): p. 812- 23. 117. Tokairin, Y., et al., Accelerated growth of intestinal tumours after radiation exposure in Mlh1-knockout mice: evaluation of the late effect of radiation on a mouse model of HNPCC. Int J Exp Pathol, 2006. 87(2): p. 89-99. 118. Tishkoff, D.X., et al., Identification and characterization of Saccharomyces cerevisiae EXO1, a gene encoding an exonuclease that interacts with MSH2. Proc Natl Acad Sci U S A, 1997. 94(14): p. 7487-92. 119. Tran, P.T., J.A. Simon, and R.M. Liskay, Interactions of Exo1p with components of MutLalpha in Saccharomyces cerevisiae. Proc Natl Acad Sci U S A, 2001. 98(17): p. 9760- 5. 120. Lin, Y.L., et al., The evolutionarily conserved zinc finger motif in the largest subunit of human replication protein A is required for DNA replication and mismatch repair but not for nucleotide excision repair. J Biol Chem, 1998. 273(3): p. 1453-61. 121. Ramilo, C., et al., Partial reconstitution of human DNA mismatch repair in vitro: characterization of the role of human replication protein A. Mol Cell Biol, 2002. 22(7): p. 2037-46. 122. Johnson, R.E., et al., Evidence for involvement of yeast proliferating cell nuclear antigen in DNA mismatch repair. J Biol Chem, 1996. 271(45): p. 27987-90.
171
123. Flores-Rozas, H., D. Clark, and R.D. Kolodner, Proliferating cell nuclear antigen and Msh2p-Msh6p interact to form an active mispair recognition complex. Nat Genet, 2000. 26(3): p. 375-8. 124. Tran, P.T. and R.M. Liskay, Functional studies on the candidate ATPase domains of Saccharomyces cerevisiae MutLalpha. Mol Cell Biol, 2000. 20(17): p. 6390-8. 125. Hall, M.C., P.V. Shcherbakova, and T.A. Kunkel, Differential ATP binding and intrinsic ATP hydrolysis by amino-terminal domains of the yeast Mlh1 and Pms1 proteins. J Biol Chem, 2002. 277(5): p. 3673-9. 126. Raschle, M., et al., Mutations within the hMLH1 and hPMS2 subunits of the human MutLalpha mismatch repair factor affect its ATPase activity, but not its ability to interact with hMutSalpha. J Biol Chem, 2002. 277(24): p. 21810-20. 127. Tomer, G., et al., Contribution of human mlh1 and pms2 ATPase activities to DNA mismatch repair. J Biol Chem, 2002. 277(24): p. 21801-9. 128. Pang, Q., T.A. Prolla, and R.M. Liskay, Functional domains of the Saccharomyces cerevisiae Mlh1p and Pms1p DNA mismatch repair proteins and their relevance to human hereditary nonpolyposis colorectal cancer-associated mutations. Mol Cell Biol, 1997. 17(8): p. 4465-73. 129. Guerrette, S., S. Acharya, and R. Fishel, The interaction of the human MutL homologues in hereditary nonpolyposis colon cancer. J Biol Chem, 1999. 274(10): p. 6336-41. 130. Peltomaki, P. and H. Vasen, Mutations associated with HNPCC predisposition -- Update of ICG-HNPCC/INSiGHT mutation database. Dis Markers, 2004. 20(4-5): p. 269-76. 131. Valeri, N., et al., Modulation of mismatch repair and genomic stability by miR-155. Proc Natl Acad Sci U S A, 2010. 107(15): p. 6982-7. 132. Endoh, Y., et al., Frequent hypermethylation of the hMLH1 gene promoter in differentiated-type tumors of the stomach with the gastric foveolar phenotype. Am J Pathol, 2000. 157(3): p. 717-22. 133. Chang, Z., et al., Expression characteristics of FHIT, p53, BRCA2 and MLH1 in families with a history of oesophageal cancer in a region with a high incidence of oesophageal cancer. Oncol Lett, 2015. 9(1): p. 430-436. 134. Tawfik, H.M., et al., Head and neck squamous cell carcinoma: mismatch repair immunohistochemistry and promoter hypermethylation of hMLH1 gene. Am J Otolaryngol, 2011. 32(6): p. 528-36. 135. Zuo, C., et al., Increased microsatellite instability and epigenetic inactivation of the hMLH1 gene in head and neck squamous cell carcinoma. Otolaryngol Head Neck Surg, 2009. 141(4): p. 484-90. 136. Safar, A.M., et al., Methylation profiling of archived non-small cell lung cancer: a promising prognostic system. Clin Cancer Res, 2005. 11(12): p. 4400-5. 137. Orzan, F., et al., Genetic Evolution of Glioblastoma Stem-Like Cells From Primary to Recurrent Tumor. Stem Cells, 2017. 35(11): p. 2218-2228. 138. Cosgrove, C.M., et al., Epigenetic silencing of MLH1 in endometrial cancers is associated with larger tumor volume, increased rate of lymph node positivity and reduced recurrence-free survival. Gynecol Oncol, 2017. 146(3): p. 588-595. 139. Gutmann, D.H., et al., Mlh1 deficiency accelerates myeloid leukemogenesis in neurofibromatosis 1 (Nf1) heterozygous mice. Oncogene, 2003. 22(29): p. 4581-5. 140. Fang, Y., et al., ATR functions as a gene dosage-dependent tumor suppressor on a mismatch repair-deficient background. EMBO J, 2004. 23(15): p. 3164-74. 141. Squire, L.R., Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. Psychol Rev, 1992. 99(2): p. 195-231.
172
142. Eisch, A.J., Adult neurogenesis: implications for psychiatry. Prog Brain Res, 2002. 138: p. 315-42. 143. Walsh, R.N. and R.A. Cummins, The Open-Field Test: a critical review. Psychol Bull, 1976. 83(3): p. 482-504. 144. Jones, B.J. and D.J. Roberts, The quantiative measurement of motor inco-ordination in naive mice using an acelerating rotarod. J Pharm Pharmacol, 1968. 20(4): p. 302-4. 145. Olton, D.S., Mazes, maps, and memory. Am Psychol, 1979. 34(7): p. 583-96. 146. Morris, R., Developments of a water-maze procedure for studying spatial learning in the rat. J Neurosci Methods, 1984. 11(1): p. 47-60. 147. Dix, S.L. and J.P. Aggleton, Extending the spontaneous preference test of recognition: evidence of object-location and object-context recognition. Behav Brain Res, 1999. 99(2): p. 191-200. 148. Greene-Schloesser, D. and M.E. Robbins, Radiation-induced cognitive impairment-- from bench to bedside. Neuro Oncol, 2012. 14 Suppl 4: p. iv37-44. 149. Schultheiss, T.E., et al., Radiation response of the central nervous system. Int J Radiat Oncol Biol Phys, 1995. 31(5): p. 1093-112. 150. V, B., Health Effects of Exposure to Low Levels of Ionizing Radiation. 1990. 151. Butler, R.W. and J.K. Haser, Neurocognitive effects of treatment for childhood cancer. Ment Retard Dev Disabil Res Rev, 2006. 12(3): p. 184-91. 152. Zeltzer, L.K., et al., Psychological status in childhood cancer survivors: a report from the Childhood Cancer Survivor Study. J Clin Oncol, 2009. 27(14): p. 2396-404. 153. Armstrong, G.T., et al., Evaluation of memory impairment in aging adult survivors of childhood acute lymphoblastic leukemia treated with cranial radiotherapy. J Natl Cancer Inst, 2013. 105(12): p. 899-907. 154. Brouwers, P. and D. Poplack, Memory and learning sequelae in long-term survivors of acute lymphoblastic leukemia: association with attention deficits. Am J Pediatr Hematol Oncol, 1990. 12(2): p. 174-81. 155. Shukitt-Hale, B., et al., Spatial learning and memory deficits induced by exposure to iron-56-particle radiation. Radiat Res, 2000. 154(1): p. 28-33. 156. Shukitt-Hale, B., et al., Cognitive deficits induced by 56Fe radiation exposure. Adv Space Res, 2003. 31(1): p. 119-26. 157. Patel, R., et al., Long-Term Deficits in Behavior Performances Caused by Low- and High- Linear Energy Transfer Radiation. Radiat Res, 2017. 158. Raber, J., et al., (28)Silicon radiation-induced enhancement of synaptic plasticity in the hippocampus of naive and cognitively tested mice. Radiat Res, 2014. 181(4): p. 362-8. 159. Britten, R.A., et al., Spatial Memory Performance of Socially Mature Wistar Rats is Impaired after Exposure to Low (5 cGy) Doses of 1 GeV/n 48Ti Particles. Radiat Res, 2017. 187(1): p. 60-65. 160. Parihar, V.K., et al., Cosmic radiation exposure and persistent cognitive dysfunction. Sci Rep, 2016. 6: p. 34774. 161. Rabin, B.M., K.L. Carrihill-Knoll, and B. Shukitt-Hale, Comparison of the Effectiveness of Exposure to Low-LET Helium Particles ((4)He) and Gamma Rays ((137)Cs) on the Disruption of Cognitive Performance. Radiat Res, 2015. 184(3): p. 266-72. 162. Williams, G.R. and J.T. Lett, Effects of 40Ar and 56Fe ions on retinal photoreceptor cells of the rabbit: implications for manned missions to Mars. Adv Space Res, 1994. 14(10): p. 217-20. 163. Williams, G.R. and J.T. Lett, Damage to the photoreceptor cells of the rabbit retina from 56Fe ions: effect of age at exposure, 1. Adv Space Res, 1996. 18(1-2): p. 55-8.
173
164. Poulose, S.M., et al., Exposure to 16O-particle radiation causes aging-like decrements in rats through increased oxidative stress, inflammation and loss of autophagy. Radiat Res, 2011. 176(6): p. 761-9. 165. Raber, J., et al., Radiation-induced cognitive impairments are associated with changes in indicators of hippocampal neurogenesis. Radiat Res, 2004. 162(1): p. 39-47. 166. Limoli, C.L., et al., Radiation response of neural precursor cells: linking cellular sensitivity to cell cycle checkpoints, apoptosis and oxidative stress. Radiat Res, 2004. 161(1): p. 17- 27. 167. Giedzinski, E., et al., Efficient production of reactive oxygen species in neural precursor cells after exposure to 250 MeV protons. Radiat Res, 2005. 164(4 Pt 2): p. 540-4. 168. Davis, C.M., et al., Individual differences in attentional deficits and dopaminergic protein levels following exposure to proton radiation. Radiat Res, 2014. 181(3): p. 258- 71. 169. Machida, M., G. Lonart, and R.A. Britten, Low (60 cGy) doses of (56)Fe HZE-particle radiation lead to a persistent reduction in the glutamatergic readily releasable pool in rat hippocampal synaptosomes. Radiat Res, 2010. 174(5): p. 618-23. 170. Kenyon, J., et al., Humans accumulate microsatellite instability with acquired loss of MLH1 protein in hematopoietic stem and progenitor cells as a function of age. Blood, 2012. 120(16): p. 3229-36. 171. Kenyon, J., et al., Epigenetic Loss of MLH1 Expression in Normal Human Hematopoietic Stem Cell Clones is Defined by the Promoter CpG Methylation Pattern Observed by High- Throughput Methylation Specific Sequencing. Int J Stem Cell Res Ther, 2016. 3(2). 172. Cucinotta, F.A., H. Nikjoo, and D.T. Goodhead, The effects of delta rays on the number of particle-track traversals per cell in laboratory and space exposures. Radiat Res, 1998. 150(1): p. 115-9. 173. Wilson, J.W., et al., Issues in protection from galactic cosmic rays. Radiat Environ Biophys, 1995. 34(4): p. 217-22. 174. Darby, S.C., et al., Long-term mortality from heart disease and lung cancer after radiotherapy for early breast cancer: prospective cohort study of about 300,000 women in US SEER cancer registries. Lancet Oncol, 2005. 6(8): p. 557-65. 175. Hayashi, T., et al., Radiation dose-dependent increases in inflammatory response markers in A-bomb survivors. Int J Radiat Biol, 2003. 79(2): p. 129-36. 176. Kodama, K., et al., Profiles of non-cancer diseases in atomic bomb survivors. World Health Stat Q, 1996. 49(1): p. 7-16. 177. Wilson, J.M., et al., Acute biological effects of simulating the whole-body radiation dose distribution from a solar particle event using a porcine model. Radiat Res, 2011. 176(5): p. 649-59. 178. Sanzari, J.K., et al., Acute hematological effects of solar particle event proton radiation in the porcine model. Radiat Res, 2013. 180(1): p. 7-16. 179. Preston, D.L., et al., Studies of mortality of atomic bomb survivors. Report 13: Solid cancer and noncancer disease mortality: 1950-1997. Radiat Res, 2003. 160(4): p. 381- 407. 180. Wood, D.H., Long-term mortality and cancer risk in irradiated rhesus monkeys. Radiat Res, 1991. 126(2): p. 132-40. 181. Haymaker, W., et al., The effects of cosmic particle radiation on pocket mice aboard Apollo XVII: XII. Results of examination of the calvarium, brain, and meninges. Aviat Space Environ Med, 1975. 46(4 Sec 2): p. 613-25.
174
182. Shvets, V.N. and V.V. Portugalov, Space flight effects on the hemopoietic function of bone marrow of the rat. Aviat Space Environ Med, 1976. 47(7): p. 746-9. 183. Gridley, D.S., et al., Genetic models in applied physiology: selected contribution: effects of spaceflight on immunity in the C57BL/6 mouse. II. Activation, cytokines, erythrocytes, and platelets. J Appl Physiol (1985), 2003. 94(5): p. 2095-103. 184. Cucinotta, F.A., et al., Space radiation risks to the central nervous system. Life Sciences in Space Research, 2014. 2: p. 54-69. 185. Haley, G.E., et al., Early effects of whole-body (56)Fe irradiation on hippocampal function in C57BL/6J mice. Radiat Res, 2013. 179(5): p. 590-6. 186. Parihar, V.K., et al., Persistent changes in neuronal structure and synaptic plasticity caused by proton irradiation. Brain Struct Funct, 2015. 220(2): p. 1161-71. 187. Broadbent, N.J., L.R. Squire, and R.E. Clark, Spatial memory, recognition memory, and the hippocampus. Proc Natl Acad Sci U S A, 2004. 101(40): p. 14515-20. 188. Rola, R., et al., Indicators of hippocampal neurogenesis are altered by 56Fe-particle irradiation in a dose-dependent manner. Radiat Res, 2004. 162(4): p. 442-6. 189. Rivera, P.D., et al., Acute and fractionated exposure to high-LET (56)Fe HZE-particle radiation both result in similar long-term deficits in adult hippocampal neurogenesis. Radiat Res, 2013. 180(6): p. 658-67. 190. Deacon, R.M. and J.N. Rawlins, T-maze alternation in the rodent. Nat Protoc, 2006. 1(1): p. 7-12. 191. Pecaut, M.J., et al., The effects of low-dose, high-LET radiation exposure on three models of behavior in C57BL/6 mice. Radiat Res, 2004. 162(2): p. 148-56. 192. Joseph, J.A. and R.C. Cutler, The role of oxidative stress in signal transduction changes and cell loss in senescence. Ann N Y Acad Sci, 1994. 738: p. 37-43. 193. Joseph, J.A., et al., Possible "accelerated striatal aging" induced by 56Fe heavy-particle irradiation: implications for manned space flights. Radiat Res, 1992. 130(1): p. 88-93. 194. Joseph, J.A., et al., Deficits in the sensitivity of striatal muscarinic receptors induced by 56Fe heavy-particle irradiation: further "age-radiation" parallels. Radiat Res, 1993. 135(2): p. 257-61. 195. Shoji, H., et al., Age-related changes in behavior in C57BL/6J mice from young adulthood to middle age. Mol Brain, 2016. 9: p. 11. 196. Mirsch, J., et al., Direct measurement of the 3-dimensional DNA lesion distribution induced by energetic charged particles in a mouse model tissue. Proc Natl Acad Sci U S A, 2015. 112(40): p. 12396-401. 197. Kerr, R.A., PLANETARY EXPLORATION Radiation Will Make Astronauts' Trip to Mars Even Riskier. Science, 2013. 340(6136): p. 1031-1031. 198. Cucinotta, F.A., Space radiation risks for astronauts on multiple International Space Station missions. PLoS One, 2014. 9(4): p. e96099. 199. Zeitlin, C., et al., Measurements of energetic particle radiation in transit to Mars on the Mars Science Laboratory. Science, 2013. 340(6136): p. 1080-4. 200. Benton, E.R. and E.V. Benton, Space radiation dosimetry in low-Earth orbit and beyond. Nucl Instrum Methods Phys Res B, 2001. 184(1-2): p. 255-94. 201. Cucinotta, F.A., et al., Radiation dosimetry and biophysical models of space radiation effects. Gravit Space Biol Bull, 2003. 16(2): p. 11-8. 202. Sutherland, B.M., et al., Clustered DNA damages induced by high and low LET radiation, including heavy ions. Phys Med, 2001. 17 Suppl 1: p. 202-4. 203. Hada, M. and B.M. Sutherland, Spectrum of complex DNA damages depends on the incident radiation. Radiat Res, 2006. 165(2): p. 223-30.
175
204. Blakely, E.A. and A. Kronenberg, Heavy-ion radiobiology: new approaches to delineate mechanisms underlying enhanced biological effectiveness. Radiat Res, 1998. 150(5 Suppl): p. S126-45. 205. Datta, K., R.D. Neumann, and T.A. Winters, Characterization of complex apurinic/apyrimidinic-site clustering associated with an authentic site-specific radiation-induced DNA double-strand break. Proc Natl Acad Sci U S A, 2005. 102(30): p. 10569-74. 206. Brooks, A.L., et al., Induction and repair of HZE induced cytogenetic damage. Phys Med, 2001. 17 Suppl 1: p. 183-4. 207. Brooks, A., et al., Relative effectiveness of HZE iron-56 particles for the induction of cytogenetic damage in vivo. Radiat Res, 2001. 155(2): p. 353-9. 208. Kondo, M., et al., Biology of hematopoietic stem cells and progenitors: implications for clinical application. Annu Rev Immunol, 2003. 21: p. 759-806. 209. Mauch, P., et al., Hematopoietic stem cell compartment: acute and late effects of radiation therapy and chemotherapy. Int J Radiat Oncol Biol Phys, 1995. 31(5): p. 1319- 39. 210. Datta, K., et al., Accelerated hematopoietic toxicity by high energy (56)Fe radiation. Int J Radiat Biol, 2012. 88(3): p. 213-22. 211. Muralidharan, S., et al., Ionizing Particle Radiation as a Modulator of Endogenous Bone Marrow Cell Reprogramming: Implications for Hematological Cancers (vol 5, pg 231, 2015). Frontiers in Oncology, 2015. 5. 212. Weil, M.M., et al., Effects of 28Si ions, 56Fe ions, and protons on the induction of murine acute myeloid leukemia and hepatocellular carcinoma. PLoS One, 2014. 9(7): p. e104819. 213. Tucker, J.D., et al., Persistence of chromosome aberrations in mice acutely exposed to 56Fe+26 ions. Radiat Res, 2004. 161(6): p. 648-55. 214. Rithidech, K.N., L. Honikel, and E.B. Whorton, mFISH analysis of chromosomal damage in bone marrow cells collected from CBA/CaJ mice following whole body exposure to heavy ions (56Fe ions). Radiat Environ Biophys, 2007. 46(2): p. 137-45. 215. Miousse, I.R., et al., Exposure to low-dose (56)Fe-ion radiation induces long-term epigenetic alterations in mouse bone marrow hematopoietic progenitor and stem cells. Radiat Res, 2014. 182(1): p. 92-101. 216. Grosovsky, A.J., et al., Base substitutions, frameshifts, and small deletions constitute ionizing radiation-induced point mutations in mammalian cells. Proc Natl Acad Sci U S A, 1988. 85(1): p. 185-8. 217. Steffen, L.S., et al., Molecular characterisation of murine acute myeloid leukaemia induced by 56Fe ion and 137Cs gamma ray irradiation. Mutagenesis, 2013. 28(1): p. 71- 9. 218. Jiricny, J., The multifaceted mismatch-repair system. Nat Rev Mol Cell Biol, 2006. 7(5): p. 335-46. 219. Liu, B., et al., Analysis of mismatch repair genes in hereditary non-polyposis colorectal cancer patients. Nat Med, 1996. 2(2): p. 169-74. 220. Hause, R.J., et al., Classification and characterization of microsatellite instability across 18 cancer types. Nat Med, 2016. 22(11): p. 1342-1350. 221. Wada, C., et al., Genomic instability of microsatellite repeats and its association with the evolution of chronic myelogenous leukemia. Blood, 1994. 83(12): p. 3449-56.
176
222. Zhu, Y.M., E.P. Das-Gupta, and N.H. Russell, Microsatellite instability and p53 mutations are associated with abnormal expression of the MSH2 gene in adult acute leukemia. Blood, 1999. 94(2): p. 733-40. 223. Robledo, M., et al., Genetic instability of microsatellites in hematological neoplasms. Leukemia, 1995. 9(6): p. 960-4. 224. Xu, X.S., et al., Hypermutability to ionizing radiation in mismatch repair-deficient, Pms2 knockout mice. Cancer Res, 2001. 61(9): p. 3775-80. 225. Gridley, D.S., M.J. Pecaut, and G.A. Nelson, Total-body irradiation with high-LET particles: acute and chronic effects on the immune system. Am J Physiol Regul Integr Comp Physiol, 2002. 282(3): p. R677-88. 226. Datta, K., et al., Exposure to ionizing radiation induced persistent gene expression changes in mouse mammary gland. Radiat Oncol, 2012. 7: p. 205. 227. Ainsworth, E.J., Early and late mammalian responses to heavy charged particles. Adv Space Res, 1986. 6(11): p. 153-65. 228. Edelmann, W., et al., Tumorigenesis in Mlh1 and Mlh1/Apc1638N mutant mice. Cancer Res, 1999. 59(6): p. 1301-7. 229. Szilvassy, S.J., et al., Quantitative assay for totipotent reconstituting hematopoietic stem cells by a competitive repopulation strategy. Proc Natl Acad Sci U S A, 1990. 87(22): p. 8736-40. 230. Szilvassy, S.J., et al., Quantitation of murine and human hematopoietic stem cells by limiting-dilution analysis in competitively repopulated hosts. Methods Mol Med, 2002. 63: p. 167-87. 231. Rossi, D.J., et al., Deficiencies in DNA damage repair limit the function of haematopoietic stem cells with age. Nature, 2007. 447(7145): p. 725-9. 232. Nijnik, A., et al., DNA repair is limiting for haematopoietic stem cells during ageing. Nature, 2007. 447(7145): p. 686-90. 233. Lynch, H.T. and P.M. Lynch, Colorectal cancer: Update on the clinical management of Lynch syndrome. Nat Rev Gastroenterol Hepatol, 2013. 10(6): p. 323-4. 234. Naka, K. and A. Hirao, Maintenance of genomic integrity in hematopoietic stem cells. Int J Hematol, 2011. 93(4): p. 434-439. 235. Wang, G.J. and L. Cai, Induction of cell-proliferation hormesis and cell-survival adaptive response in mouse hematopoietic cells by whole-body low-dose radiation. Toxicol Sci, 2000. 53(2): p. 369-76. 236. Davies, H., et al., Whole-Genome Sequencing Reveals Breast Cancers with Mismatch Repair Deficiency. Cancer Res, 2017. 77(18): p. 4755-4762. 237. Wei, K., et al., Inactivation of Exonuclease 1 in mice results in DNA mismatch repair defects, increased cancer susceptibility, and male and female sterility. Genes Dev, 2003. 17(5): p. 603-14. 238. Iyer, R.R., et al., DNA mismatch repair: functions and mechanisms. Chem Rev, 2006. 106(2): p. 302-23. 239. Fritzell, J.A., et al., Role of DNA mismatch repair in the cytotoxicity of ionizing radiation. Cancer Res, 1997. 57(22): p. 5143-7. 240. Mazurek, A., M. Berardini, and R. Fishel, Activation of human MutS homologs by 8-oxo- guanine DNA damage. J Biol Chem, 2002. 277(10): p. 8260-6. 241. Macpherson, P., et al., 8-oxoguanine incorporation into DNA repeats in vitro and mismatch recognition by MutSalpha. Nucleic Acids Res, 2005. 33(16): p. 5094-105. 242. Vilar, E. and S.B. Gruber, Microsatellite instability in colorectal cancer-the stable evidence. Nat Rev Clin Oncol, 2010. 7(3): p. 153-62.
177
243. Kinzler, K.W. and B. Vogelstein, Cancer-susceptibility genes. Gatekeepers and caretakers. Nature, 1997. 386(6627): p. 761, 763. 244. Piao, J.S., et al., Mismatch Repair Deficient Mice Show Susceptibility to Oxidative Stress- Induced Intestinal Carcinogenesis. International Journal of Biological Sciences, 2014. 10(1): p. 73-79. 245. Qing, Y. and S.L. Gerson, Mismatch repair deficient hematopoietic stem cells are preleukemic stem cells. PLoS One, 2017. 12(8): p. e0182175. 246. Ma, Y., Y. Chen, and I. Petersen, Expression and promoter DNA methylation of MLH1 in colorectal cancer and lung cancer. Pathol Res Pract, 2017. 213(4): p. 333-338. 247. Gutierrez, V.F., et al., Genetic profile of second primary tumors and recurrences in head and neck squamous cell carcinomas. Head Neck, 2012. 34(6): p. 830-9. 248. Stark, A.M., et al., Expression of DNA mismatch repair proteins MLH1, MSH2, and MSH6 in recurrent glioblastoma. Neurol Res, 2015. 37(2): p. 95-105. 249. Edelmann, W., et al., Meiotic pachytene arrest in MLH1-deficient mice. Cell, 1996. 85(7): p. 1125-34. 250. Bacher, J.W., et al., Use of mononucleotide repeat markers for detection of microsatellite instability in mouse tumors. Mol Carcinog, 2005. 44(4): p. 285-92. 251. Bolger, A.M., M. Lohse, and B. Usadel, Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics, 2014. 30(15): p. 2114-2120. 252. Li, H. and R. Durbin, Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics, 2009. 25(14): p. 1754-1760. 253. DePristo, M.A., et al., A framework for variation discovery and genotyping using next- generation DNA sequencing data. Nature Genetics, 2011. 43(5): p. 491-+. 254. Cibulskis, K., et al., Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples. Nature Biotechnology, 2013. 31(3): p. 213-219. 255. Obenchain, V., et al., VariantAnnotation: a Bioconductor package for exploration and annotation of genetic variants. Bioinformatics, 2014. 30(14): p. 2076-2078. 256. Yao, X., et al., Different mutator phenotypes in Mlh1- versus Pms2-deficient mice. Proc Natl Acad Sci U S A, 1999. 96(12): p. 6850-5. 257. Scott, D.W. and R.D. Gascoyne, The tumour microenvironment in B cell lymphomas. Nat Rev Cancer, 2014. 14(8): p. 517-34. 258. Fan, X., et al., High Mutation Levels are Compatible with Normal Embryonic Development in Mlh1-Deficient Mice. Radiat Res, 2016. 186(4): p. 377-384. 259. He, D., et al., Role of the Msh2 gene in genome maintenance and development in mouse fetuses. Mutat Res, 2012. 734(1-2): p. 50-5. 260. Dovat, S., et al., Ikaros, CK2 kinase, and the road to leukemia. Mol Cell Biochem, 2011. 356(1-2): p. 201-7. 261. Payne, K.J. and S. Dovat, Ikaros and tumor suppression in acute lymphoblastic leukemia. Crit Rev Oncog, 2011. 16(1-2): p. 3-12. 262. Gutierrez, A., et al., The BCL11B tumor suppressor is mutated across the major molecular subtypes of T-cell acute lymphoblastic leukemia. Blood, 2011. 118(15): p. 4169-73. 263. Lopez-Nieva, P., et al., EPHA7, a new target gene for 6q deletion in T-cell lymphoblastic lymphomas. Carcinogenesis, 2012. 33(2): p. 452-8. 264. Suman, S., et al., Relative Biological Effectiveness of Energetic Heavy Ions for Intestinal Tumorigenesis Shows Male Preponderance and Radiation Type and Energy Dependence in APC(1638N/+) Mice. Int J Radiat Oncol Biol Phys, 2016. 95(1): p. 131-8.
178
265. Wang, X., et al., Relative effectiveness at 1 gy after acute and fractionated exposures of heavy ions with different linear energy transfer for lung tumorigenesis. Radiat Res, 2015. 183(2): p. 233-9. 266. Kennedy, E.M., et al., Galactic Cosmic Radiation Induces Persistent Epigenome Alterations Relevant to Human Lung Cancer. Sci Rep, 2018. 8(1): p. 6709. 267. Sridharan, D.M., et al., Understanding cancer development processes after HZE-particle exposure: roles of ROS, DNA damage repair and inflammation. Radiat Res, 2015. 183(1): p. 1-26. 268. Eccleston, J., et al., Mismatch repair proteins MSH2, MLH1, and EXO1 are important for class-switch recombination events occurring in B cells that lack nonhomologous end joining. J Immunol, 2011. 186(4): p. 2336-43. 269. Chahwan, R., et al., The ATPase activity of MLH1 is required to orchestrate DNA double- strand breaks and end processing during class switch recombination. J Exp Med, 2012. 209(4): p. 671-8. 270. Alpen, E.L., et al., Fluence-based relative biological effectiveness for charged particle carcinogenesis in mouse Harderian gland. Adv Space Res, 1994. 14(10): p. 573-81. 271. Ooi, S.K., A.H. O'Donnell, and T.H. Bestor, Mammalian cytosine methylation at a glance. J Cell Sci, 2009. 122(Pt 16): p. 2787-91. 272. Illingworth, R.S. and A.P. Bird, CpG islands--'a rough guide'. FEBS Lett, 2009. 583(11): p. 1713-20. 273. Trowbridge, J.J., et al., DNA methyltransferase 1 is essential for and uniquely regulates hematopoietic stem and progenitor cells. Cell Stem Cell, 2009. 5(4): p. 442-9. 274. Broske, A.M., et al., DNA methylation protects hematopoietic stem cell multipotency from myeloerythroid restriction. Nat Genet, 2009. 41(11): p. 1207-15. 275. Muller-Sieburg, C. and H.B. Sieburg, Stem cell aging: survival of the laziest? Cell Cycle, 2008. 7(24): p. 3798-804. 276. Teschendorff, A.E., et al., Age-dependent DNA methylation of genes that are suppressed in stem cells is a hallmark of cancer. Genome Res, 2010. 20(4): p. 440-6. 277. Rakyan, V.K., et al., Human aging-associated DNA hypermethylation occurs preferentially at bivalent chromatin domains. Genome Res, 2010. 20(4): p. 434-9. 278. Duran-Struuck, R. and R.C. Dysko, Principles of bone marrow transplantation (BMT): providing optimal veterinary and husbandry care to irradiated mice in BMT studies. J Am Assoc Lab Anim Sci, 2009. 48(1): p. 11-22. 279. Norbury, J.W., et al., Galactic cosmic ray simulation at the NASA Space Radiation Laboratory. Life Sci Space Res (Amst), 2016. 8: p. 38-51. 280. Zhang, H., et al., Resveratrol ameliorates ionizing irradiation-induced long-term hematopoietic stem cell injury in mice. Free Radic Biol Med, 2013. 54: p. 40-50. 281. Bingham, S. and E. Riboli, Diet and cancer--the European Prospective Investigation into Cancer and Nutrition. Nat Rev Cancer, 2004. 4(3): p. 206-15. 282. Halliwell, B., The antioxidant paradox. Lancet, 2000. 355(9210): p. 1179-80. 283. Langell, J., et al., Pharmacological agents for the prevention and treatment of toxic radiation exposure in spaceflight. Aviat Space Environ Med, 2008. 79(7): p. 651-60. 284. Lindegaard, J.C. and C. Grau, Has the outlook improved for amifostine as a clinical radioprotector? Radiother Oncol, 2000. 57(2): p. 113-8. 285. Pegg, A.E. and R.A. Casero, Jr., Current status of the polyamine research field. Methods Mol Biol, 2011. 720: p. 3-35.
179
286. Newton, G.L., et al., Polyamine-induced compaction and aggregation of DNA--a major factor in radioprotection of chromatin under physiological conditions. Radiat Res, 1996. 145(6): p. 776-80. 287. Eisenberg, T., et al., Induction of autophagy by spermidine promotes longevity. Nat Cell Biol, 2009. 11(11): p. 1305-14. 288. Eisenberg, T., et al., Cardioprotection and lifespan extension by the natural polyamine spermidine. Nat Med, 2016. 22(12): p. 1428-1438. 289. Cucinotta, F.A. and M. Durante, Cancer risk from exposure to galactic cosmic rays: implications for space exploration by human beings. Lancet Oncol, 2006. 7(5): p. 431-5. 290. Townsend, L.W., Overview of active methods for shielding spacecraft from energetic space radiation. Phys Med, 2001. 17 Suppl 1: p. 84-5.
180