University of Iowa Iowa Research Online
Theses and Dissertations
Spring 2016
Novel NAD+ metabolomic technologies and their applications to Nicotinamide Riboside interventions
Samuel A.J. Trammell University of Iowa
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Part of the Genetics Commons
Copyright 2016 Samuel AJ Trammell
This dissertation is available at Iowa Research Online: https://ir.uiowa.edu/etd/3203
Recommended Citation Trammell, Samuel A.J.. "Novel NAD+ metabolomic technologies and their applications to Nicotinamide Riboside interventions." PhD (Doctor of Philosophy) thesis, University of Iowa, 2016. https://doi.org/10.17077/etd.mk206led
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NOVEL NAD + METABOLOMIC TECHNOLOGIES AND THEIR APPLICATIONS TO NICOTINAMIDE RIBOSIDE INTERVENTIONS
by
Samuel A.J. Trammell
A thesis submitted in partial fulfillment of the requirements for the Doctor of Philosophy degree in Genetics in the Graduate College of The University of Iowa
May 2016
Thesis Supervisor: Professor Charles Brenner
Copyright by
Samuel A.J. Trammell 2016
All Rights Reserved
Graduate College The University of Iowa Iowa City, Iowa
CERTIFICATE OF APPROVAL
______
PH.D. THESIS
______
This is to certify that the Ph.D. thesis of
Samuel A.J. Trammell has been approved by the Examining Committee for the thesis requirement for the Doctor of Philosophy degree in Genetics at the May 2016 graduation.
Thesis Committee: ______Charles Brenner, Thesis Supervisor
______Diane C. Slusarski
______Mary E. Wilson
______Michael E. Wright
______Robert C. Piper
ACKNOWLEDGEMENTS
I must give the greatest thanks to current and former members of the Brenner laboratory for being a constant supportive yet critical force in my thesis work. My mentor, Dr. Charles
Brenner, was, is, and always will be a voice of optimism and encouragement that propelled my work forward. Dr. Brenner allowed me to work independently but was always there as a much needed critical, centering voice during the whole of my thesis.
Recounting the contributions of all members of the Brenner laboratory is impossible due to my inability to properly measure the extreme aid and friendship each person provided.
However, I would like to specifically thank Dr. Rebecca Fagan for the light, absurd, and humorous conversations had as co-workers and more importantly as friends. I would like to acknowledge former laboratory mates Dr. Szu-Chieh Mei, her husband Dr. Bokuan Wu, and Dr.
Jennifer Bolyston for making the laboratory a fun and interesting place in which to work and for their insightful commentary into my work. To my current co-workers, thank you for continuing to contribute to the special milieu that is the Brenner laboratory.
I could never properly thank Dr. Lynn Teesch and Mr. Vic Parcell enough. Dr. Teesch quickly became an unofficial advisor throughout my time working in the High Resolution Mass
Spectrometry Facility on all things related to the operation and use of mass spectrometry.
Conversations with Mr. Parcell varied from the deeply technical to the most mirthful. Both provided constant expertise and support that continually reinvigorated my passion for science and undoubtedly helped me through the more difficult portions of my time here at the University of Iowa.
I would like to thank Drs. Diane Slusarski, Marry Wilson, Michael Wright, and Rob Piper for first agreeing to serve on my committee and then for the contributions they have made to my growth as a scientist and to my thesis.
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Finally, I would like to thank the many friends outside of my field and the University that I have met in Iowa City. I cannot imagine the person I would be today without their company.
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ABSTRACT
Nicotinamide adenine dinucleotide (NAD +) is a cofactor in hydride transfer reactions and
consumed substrate of several classes of glycohydrolyitc enzymes, including sirtuins. NAD +, its
biosynthetic intermediates, breakdown products, and related nucleotides (the NAD metabolome)
is altered in many metabolic disorders, such as aging and obesity. Supplementation with the
novel NAD + precursor, nicotinamide riboside (NR), ameliorates these alterations and opposes
systemic metabolic dysfunctions in rodent models. Based on the hypothesis that perturbations
of the NAD metabolome are both a symptom and cause of metabolic disease, accurate
assessment of the abundance of these metabolites is expected to provide insight into the
biology of diseases and the mechanism of action of NR in promoting metabolic health. Current
quantitative methods, such as HPLC, lack specificity and sensitivity to detect distinct alterations
to the NAD metabolome. In this thesis, I developed novel sensitive, accurate, robust liquid
chromatography mass spectrometry methodologies to quantify the NAD metabolome and
applied these methods to determine the effects of disease states and NR supplementation on
NAD + metabolism. My investigations indicate that NR robustly increases the NAD metabolome,
especially NAD + in a manner kinetically different than any other NAD + precursor. I provide the
first evidence of effective NAD + supplementation from NR in a healthy, 52 year old human male, suggesting the metabolic promoting qualities of NR uncovered in rodent studies are translatable to humans. During my investigation of NR supplementation, my work establishes an unexpected robust, dramatic increase in deamino–NAD +, NAAD, directly from NR, which I argue could serve as an accessible biomarker for efficacious NAD + supplementation and the effect of disease upon the NAD metabolome. Lastly, I further establish NR as a general therapeutic against metabolic disorder by detailing its ability to oppose aspects of chronic alcoholism and diabetes mellitus.
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PUBLIC ABSTRACT
A century ago in the United States, a disease known as Pellagra ravaged areas mainly subsisting on maize. This disease was detrimental to quality of life and in some instances proved fatal. At the time, this disease was considered a major public health problem and many grant initiatives were announced to identify the cause of the disease and develop an effective treatment. Through these efforts, Pellagra was shown to be a non-infectious disease caused by a diet of maize and lard. It was cured by drinking milk and eating more animal meat. These efforts essentially eliminated the disease from high income nations. Further investigation identified the B3 vitamins commonly referred to as niacin as the anti-Pellagra components of milk and animal meat. Today, obesity, diabetes, and heart disease are prevalent in the US and areas around the world. These diseases are a new public health crisis resulting in the loss of billions of dollars and a decreased quality of life and lifespan. As it was a hundred years ago, public funds are now directed to identify effective treatments to counter these prevalent and devastating diseases. Work generously funded by the public has identified the most recently discovered B 3 vitamin, nicotinamide riboside, as a health promoting compound that could treat these diseases. The goal of my thesis was to develop improved tools to answer how this vitamin works in times of health and disease. In so doing, my work further establishes this novel B 3 vitamin as a health promoting compound and describes clinically relevant technologies to assess its effectiveness in future human trials.
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TABLE OF CONTENTS LIST OF TABLES ...... xi LIST OF FIGURES ...... xiii LIST OF ABBREVIATIONS ...... xv CHAPTER 1 ...... 1 INTRODUCTION ...... 1 1.1 Significance of NAD + and Description of the Need for Improved Technologies for Its Measurement ...... 1 1.2 NAD + Transactions ...... 3 1.3 Thesis Goals ...... 8 1.4 Figure ...... 11 CHAPTER 2 ...... 12 NAD METABOLOME ANALYSIS VIA LIQUID CHROMATOGRAPHY MASS SPECTROMETRY...... 12 2.1 Quantitative NAD + Metabolomics ...... 12 Optimized Extraction ...... 12 Optimized Internal Standards ...... 14 Optimized Liquid Chromatography ...... 17 Mass Spectrometry Optimization ...... 18 Metabolite Measurement Challenges ...... 19 Results in Mammalian Cell Line ...... 19 Conclusions ...... 20 Acknowledgements ...... 20 2.2 Continued Method Development Post-Initial Publication ...... 20 ATP and ADP: The Other Problem Metabolites ...... 20 Addition of MeNam, Me2PY, and Me4PY to the NAD Metabolomic Assay ...... 20 Considerations of Quantitative NAD Metabolomics in Mammalian Tissues ...... 22 Quantification of the Oxidized NAD Metabolome in Liver ...... 24 Quantification of NAD(P)H and Extraction from Liver ...... 25 Quantification of the Oxidized NAD Metabolome in Skeletal Muscle ...... 29 2.3 Tables and Figures ...... 31 CHAPTER 3 ...... 40
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NICOTINAMIDE RIBOSIDE IS A MAJOR NAD + PRECURSOR VITAMIN IN BOVINE MILK ...... 40 3.1 Distribution of Work ...... 40 3.2 Abstract ...... 40 3.3 Introduction ...... 41 3.4 Methods ...... 42 Milk Quality and Herd Health Measurements ...... 42 Bovine Milk Sample Acquisition and Preparations ...... 43 NMR Spectroscopy ...... 43 NR Stability Assays ...... 44 Staph a Growth Experiments ...... 44 LC-MS and LC-MS/MS ...... 45 Statistical Analysis ...... 46 3.5 Results ...... 47
NR is a Major Component of the B 3 Vitamin Content in Bovine Milk ...... 47 Staph a Depletes NR and Nam ...... 48 NR Content as a Function of Organic Certification ...... 49 NR is a Bound Metabolite in Bovine Milk ...... 50 3.6 Discussion ...... 50 3.7 Tables and Figures ...... 52 3.8 Supplemental Tables ...... 55 CHAPTER 4 ...... 57 EFFICACY OF NMN AND NR AS EXTRACELLULAR NAD + PRECURSORS ...... 57 4.1 Distribution of Work ...... 57 4.2 Abstract ...... 57 4.3 Introduction ...... 57 4.4 Materials and Methods ...... 59 Compounds ...... 59 Cell Culture Conditions ...... 59 Extraction ...... 59 LC-MS/MS ...... 60 4.5 Results ...... 60
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NMN is Dephosphorylated Extracellularly and Contributes to the Intracellular NAD + Pool slower than NR ...... 60 4.6 Discussion ...... 61 4.7 Figures ...... 63 CHAPTER 5 ...... 65 NICOTINAMIDE RIBOSIDE IS UNIQUELY BIOAVAILABLE IN MOUSE AND MAN ...... 65 5.1 Distribution of Work ...... 65 5.2 Abstract ...... 65 5.3 Introduction ...... 66 5.4 Methods ...... 69 Materials and Reagents ...... 69 Mice ...... 69 N of 1 Human Experiment ...... 70 Clinical Trial ...... 70 Sample Preparation and LC-MS ...... 71 Statistical Analyses ...... 71 5.5 Results ...... 72 Oral NR Increases the Blood NAD Metabolome in a Healthy Adult Male ...... 72 Oral NR, Nam and NA Elevate Hepatic NAD + with Distinctive Kinetics ...... 73 NR Directly Contributes to Murine Liver NAAD ...... 77 NR Increases Blood Cell NAD + Metabolism in Human Subjects ...... 79 5.6. Discussion ...... 81 5.7 Figures and Table for Chapter 5.5-5.6 ...... 84 5.8 Supplemental Materials ...... 90 Clinical Trial ...... 90 Sample Preparation and LC-MS ...... 91 5.9 Supplemental Tables and Figures for Chapter 5.5-5.6 ...... 95 5.10 Perspective on Chapter 5 ...... 97 Introduction ...... 97 Results and Discussion ...... 97 Methods ...... 102 5.11 Figures for 5.10 ...... 103 CHAPTER 6 ...... 107
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NICOTINAMIDE RIBOSIDE PREVENTS ALCOHOL INDUCED FATTY LIVER ...... 107 6.1 Distribution of Work ...... 107 6.2 Abstract ...... 107 6.3 Introduction ...... 108 6.4 Materials and Methods ...... 110 Animal Husbandry and Experimental Design ...... 110 Mitochondrial Isolation ...... 111 Western Blotting ...... 112 Microscopy ...... 112 NAD Metabolomics ...... 112 Acetylomics ...... 113 Statistical Analysis ...... 117 6.5 Results and Discussion ...... 117 6.6 Tables and Figures ...... 123 CHAPTER 7 ...... 130 NICOTINAMIDE RIBOSIDE OPPOSES TYPE 2 DIABETES AND NEUROPATHY IN MICE ...... 130 7.1 Distribution of Work ...... 130 7.2 Abstract ...... 130 7.3 Introduction ...... 131 7.4 Methods ...... 133 Mouse Models ...... 133 NAD Metabolomics ...... 133 Statistics ...... 133 Study Approval ...... 133 7.5 Results and Discussion ...... 133 7.6 Acknowledgments ...... 138 7.7 Figures and Tables for Sections 3-5...... 139 7.8 Supplemental Materials ...... 143 Sample Extraction for NAD + Metabolomics ...... 143 LC-MS/MS Analysis for NAD Metabolomics ...... 143 7.9 Supplemental Figures ...... 145
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7.10 Perspective on Chapter 7 ...... 147 7.11 Results and Discussion ...... 147 Type 1 Diabetes in Rat Compared to Type 2 Diabetes in Mouse ...... 147 NADH and NADPH Measurement in T2D Murine Liver ...... 151 7.12 Methods ...... 152 7.13 Tables and Figures ...... 154 CHAPTER 8 ...... 158 GENERAL SUMMARY AND FUTURE DIRECTIONS ...... 158 8.1 General Summary ...... 158 8.2 Regulation of the NAD + Metabolome: a Future Avenue of Inquiry ...... 163 8.3 Future Investigations of NR as a Health Promoting Agent ...... 164 APPENDIX A ...... 166 APPENDIX B ...... 172 REFERENCES ...... 174
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LIST OF TABLES Table 2.1 Alkaline separation gradient...... 31 Table 2.2 Acidic separation gradient...... 31 Table 2.3 LCMS/MS SRM parameters, sensitivity, and robustness for each metabolite...... 32 Table 2.4 NAD +/nucleotides metabolome of LN428/MPG cell line...... 34 Table 2.5 LCMS/MS SRM parameters, sensitivity, and robustness for methylated nicotinamide metabolites...... 35 Table 2.6 Recovery of murine hepatic oxidized NAD metabolome...... 36 Table 2.7 Gradient for analysis of NAD(P)H...... 39 Table 2.8 Recovery of the oxidized NAD metabolome in murine quadriceps...... 39 Table 3.1 Mean NAD + metabolomes of 18 raw bovine milk samples...... 52
Table 3.2. Correlation coefficients between B 3 vitamin concentrations and milk quality...... 52
Table 3.3. Vitamin B 3 content in store bought bovine milk...... 54 Table 3.4 NAD + precursor concentrations in 19 individual milk samples...... 55 Table 3.5. Individual milk quality assessments and breed...... 56 Table 5.1 PBMC NAD + metabolites (µm) in a 52 year-old male who orally ingested 1000 mg NR Cl for 7 consecutive days...... 85 Table 5.2 Plasma NAD + metabolites (µm) in a 52 year-old male who orally ingested 1000 mg NR Cl for 7 consecutive days...... 95 Table 5.3 Urinary NAD + metabolites (µmol/mmol creatinine) in a 52 year-old male who orally ingested 1000 mg NR Cl for 7 consecutive days...... 95 Table 6.1 Ethanol induced NAD metabolome alterations are opposed by NR...... 123 Table 6.2 Pathways affected by ethanol-induced acetylation...... 125 Table 6.3 Pathways affected by ethanol-induced protein acetylation and responsive to NR treatment...... 126 Table 7.1 The hepatic pool of NADP + and NADPH is depressed by PD and T2D and is partially restored by NR...... 142 Table 7.2 Glycemic control, dyslipidemia, and overall health were not improved by NR in T1D...... 154 Table 7.3 NR opposes T1D neuropathy...... 154 Table 7.4 NR tends to improve STZ induced NAD metabolome defects in sciatic nerve homogenate...... 155
Table 7.5 B 3 vitamins were ineffective in improving glycemic control and overall health...... 155
Table 7.6 Among the B 3 vitamins, NR consistently opposed aspects of T1D neuropathy...... 156
xi
Table 7.7 All three B 3 vitamins tended to alter the NAD metabolome in sciatic nerve...... 156
xii
LIST OF FIGURES Figure 1.1 NAD + biosynthesis in yeast and vertebrates...... 11 Figure 2.1 Chromatograms of all 19 metabolites generated from injection of complex standard solutions using MRM LC-MS...... 33 Figure 2.2 Chromatograms of the methylated nicotinamide species generated from injection of complex standard solutions using MRM LC-MS...... 35
13 Figure 2.3 NADH and its [ C10 ] isotopologue in murine liver sample...... 36 Figure 2.4 Hydrophobic ammonium salts cause intense ion suppression...... 37 Figure 2.5 Carryover of NADPH when TBA is used in the mobile phase...... 37 Figure 2.6 Extracted ion currents for NAD(P)H on a C18 column with TEA in the mobile phase...... 38 Figure 3.1. NR is stable in milk and is degraded by Staph a ...... 53 Figure 3.2. NR-binding to milk demonstrated by NMR...... 54 Figure 4.1 Proposed model for NMN utilization...... 63 Figure 4.2. Extracellular NMN is dephosphorylated extracellular and incorporated into the intracellular NAD + pool at a slower rate compared to extracellular NR...... 64 Figure 5.1 The NAD metabolome...... 84 Figure 5.2. NR elevates hepatic NAD + metabolism distinctly with respect to other vitamins...... 86 Figure 5.3 NR contributes directly to hepatic NAAD...... 87 Figure 5.4 Dose-dependent effects of NR on the NAD Metabolome of human subjects...... 88 Figure 5.5 Hepatic NR, NAR, and Me2PY concentrations after gavage of NR, Nam and NA. ...96 Figure 5.6 IP administration of NR, Nam, and NA produce similar effects on murine liver NAD metabolome...... 103 Figure 5.7 NR directly contributes to hepatic NAAD after IP injection...... 104 Figure 5.8 NR contributes to muscle NAAD following gavage...... 105 Figure 5.9 NR contributes to muscle NAAD following IP...... 106 Figure 6.1 NR tends to oppose ethanol induced hepatic lipid deposition...... 123 Figure 6.2 NR does not oppose ethanol induced global hyperacetylation...... 124 Figure 6.3 Proteins acetylated by ethanol and sensitive to NR...... 127 Figure 6.4 NR opposed increased mortality experienced by ethanol fed mice...... 128 Figure 6.5 NR increased diet consumption in both control and ethanol animals...... 128 Figure 7.1 NR improves metabolic parameters in PD and T2D...... 139 Figure 7.2 NR opposes PDPN and T2DPN...... 140
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Figure 7.3 Activity of NR in DPN can be monitored by corneal confocal microscopy (CCM).... 141 Figure 7.4 Experimental design and weight gain...... 145 Figure 7.5 GTT primary data used for Figure 7.1 i and j...... 146 Figure 7.6 NADP + and NADPH were equally depressed by PD and T2D and improved by NR...... 157
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LIST OF ABBREVIATIONS
AMP Adenosine Monophosphate
ADP Adenosine Diphosphate
ATP Adenosine Triphosphate
ADPR Adenosine diphosphate ribose
CMP Cytosine Monophosphate
IMP Inosine monophosphate
LC-MS Liquid Chromatography Mass Spectrometry
LC-MS/MS Liquid Chromatography Tandem Mass Spectrometry
Me2PY N1-Methyl-2-pyridone-5-carboxamide
Me4PY N1-Methyl-4-pyridone-5-carboxamide
MeNam N1-Methyl-Nicotinamide
NA Nicotinic Acid
NAAD Nicotinamide Adenine Dinucleotide
NAD + Nicotinamide Adenine Dinucleotide
NADH Nicotinamide Adenine Dinucleotide, reduced
NADP + Nicotinamide Adenine Dinucleotide Phosphate
NADPH Nicotinamide Adenine Dinucleotide Phosphate, reduced
NAMN Nicotinic Acid Mononucleotide
NAR Nicotinic acid Riboside
NMN Nicotinamide Mononucleotide
NR Nicotinamide Riboside
Trp Tryptophan
UMP Uridine Monophosphate
xv
CHAPTER 1 INTRODUCTION “Targeted, LCMS-based Metabolomics for Quantitative Measurement of NAD + Metabolites”*
Samuel A.J. Trammell 1,2 and Charles Brenner 1,2
1Department of Biochemistry, 2 Interdisciplinary Graduate Program in Genetics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
*Sections 1.1 and 1.2 and Figure 1.1 of the following chapter are reprinted from a published
article in Computational and Structural Biotechnology Journal volume 4 (1). The copyright of the
article belongs to the authors. The manuscript was written by Samuel Trammell with guidance
from Charles Brenner, PhD.
1.1 Significance of NAD + and Description of the Need for Improved Technologies
for Its Measurement
The essentiality of NAD +-dependent processes in fuel utilization, gene regulation, DNA
repair, protein modification, and cell signaling events makes the analysis of NAD + metabolites central to an understanding of what a tissue is doing. NAD + is the key hydride transfer
coenzyme for a wide variety of oxidoreductases and is also the consumed substrate of sirtuins,
poly(adenosine diphosphate ribose (ADPr)) polymerase, mono ADPr transferases, and cyclic
ADPr synthases (2, 3). Measurement of NAD + and related metabolites including several
nucleosides and nucleotides (hereafter, the NAD + metabolome) serves as a powerful indicator of
the ability of a cell or tissue to perform processes such as glycolysis, gluconeogenesis, fatty
acid oxidation, reactive oxygen species detoxification, among others. Moreover, the state of the
NAD + metabolome can serve as an indication of nutrition, health and disease.
Because NAD + and related metabolites vary in cellular concentration from ~1 µM to ~1
mM, the analytical procedure must be robust, reproducible, and rapid. Liquid chromatography
(LC)-based assays afford the ability to measure multiple metabolites in a timely fashion with the
1
duration of each run ranging from 10 minutes to an hour. However, quantification through
HPLC-UV-Vis methods is severely compromised based on the complexity of samples. In
complex mixtures, a single peak may contain the metabolite of interest in addition to many other
metabolites of identical retention time. In addition, peak shapes are rarely unaffected by
complexity. Some investigators use a UV-vis signal at a retention time as the primary means for
identification of a metabolite of interest—collected fractions are then subjected to mass
spectrometry to confirm (nonquantitatively) the presence of the metabolite. This process leaves
a great deal of data in the dark. Because every NAD+ metabolite can be converted to one or
more other metabolites, snapshots of the levels of NAD + , nicotinamide (Nam) or any other
NAD + metabolite without assessment of the NAD + metabolome on a common scale has the
potential to be misleading.
Because of its specificity and sensitivity, LC coupled to mass spectrometry (LC-MS) is a
leading analytical method in the measurement of small molecules in complex samples. As with
HPLC-UV-vis methods, LC serves to separate compounds of interest and must be optimized in
the same way as any HPLC method. Because all LC-MS data contain at least two dimensions
of data (retention time plus the mass:charge ratio, termed m/z ), LC-MS increases specificity with
respect to LC-UV-vis methods that report complex absorbance spectra as a function of retention
time or matrix-assisted laser desorption ionization (MALDI)-based methods that report complex
m/z data without retention times. Multidimensional MS, i.e. , LC-MS n, provides further information
because a particular analyte breaks down to component ions at a particular ionization energy.
An ideal LC-MS method identifies an optimal extraction and separation method for all molecules
of interest, detects the compounds in either negative or positive ion mode MS, and has sufficient
LC separation to subject each molecule of interest to MS n analysis. The method is then a series
2
of selective reaction monitoring (SRM) 1 protocols in which analytes are identified and quantified
by MS as they come off the LC.
Whereas metabolomic discovery projects require high mass resolution instruments,
targeted quantitative LC-MS assays can make use of lower resolution tandem mass
spectrometers such as triple quadrupoles (QQQ). Here, the multidimensional data (retention
time, m/z , and MS 2 transitions) are used to distinguish closely related metabolites, such as
NAD + from NADH. Limits of quantification in optimized targeted, quantitative LC-MS assays are
in the femtomole range.
Though mass spectrometers offer great analytical power for measuring the NAD +
metabolome, they also present technical challenges not encountered in other analytical
techniques. These challenges include development of optimal mass spectrometry conditions,
proper separation of metabolites, and best choice of internal standards. Here we discuss NAD +
metabolism and describe an optimized LC-MS 2 assay of the NAD + metabolome.
1.2 NAD + Transactions
In fungi and vertebrates, NAD + concentration is maintained by either de novo synthesis
from tryptophan (4) or through salvage of nicotinic acid (NA) (5), nicotinamide (Nam) (6), and
the recently identified NAD + precursor vitamin nicotinamide riboside (NR) (7) (Figure 1.1). Some
organisms, such as Candida glabrata , lack de novo synthesis (8). Many vertebrate cell types
turn this pathway off (3). De novo synthesis proceeds from tryptophan in six steps to produce
nicotinic acid mononucleotide (NAMN) and in two additional steps to produce NAD +. When
NAD + is the substrate of an enzyme such as glyceraldehyde phosphate dehydrogenase
(GAPDH), fuel oxidation reactions will reduce NAD + to NADH. In the case of GAPDH, the
reaction is reversible, such that NADH is reoxidized to NAD + in the gluconeogenic direction.
NAD + and NADH can be phosphorylated to NADP + and NADPH. NADP + is required for the
1 Multiple SRMs are referred to as multiple reaction monitoring (MRM).
3
pentose phosphate pathway (PPP), which produces NADPH. NADPH is required for
detoxification of reactive oxygen species and reductive biosynthesis of lipids and steroids. Just
as glucose-6-phosphate oxidation by the PPP produces NADPH, glutathione reactivation and
reductive biosynthesis reoxidizes NADPH to NADP +.
Beyond serving as a coenzyme in hydride reactions, NAD + is a consumed substrate for
enzymes such as sirtuins, PARPs, and other ADPr transfer enzymes (2, 3, 9, 10). Though CD38
has an activity on NADP +, at least in vitro (11), the typical activity of an NAD +-consuming
enzyme involves NAD + as the substrate, and products that include Nam and an NAD +-derived
ADPr moiety. Thus, to sustain intracellular NAD + levels, actions of NAD +-consuming enzymes must be accompanied by Nam salvage (2, 3). Nam salvage differs between fungi and vertebrates. In fungi, Nam is hydrolyzed by the PNC1 -encoded nicotinamidase to NA (6). NA is
then converted by the first enzyme of the Preiss-Handler pathway, the NPT1 -encoded NA
phosphoribosyltransferase, to form NAMN. The second and third steps of Preiss-Handler
salvage correspond to the final two steps of de novo synthesis, whose last step is glutamine-
dependent NAD + synthetase (12). In vertebrates, Nam produced as a product of NAD +-
consuming enzymes cannot be salvaged as NA intracellularly. However, if Nam goes through
the gut, bacterial nicotinamidases produce NA (13), which circulates and is used via Preiss-
Handler salvage.
Intracellular Nam salvage in vertebrates depends on a Nam phosphoribosyltranferase,
which entered the scientific literature with the names pre-B cell colony enhancing factor (PBEF)
(14) and Visfatin (15). Now termed Nampt, this protein is widely expressed as an intracellular
enzyme and also circulates as an active extracellular molecule (16, 17). First predicted to be
part of a partially extracellular NAD + biosynthetic cycle (2) along with CD73, a homolog of
bacterial NMN 5’-nucleotidase, extracellular Nampt clearly has enzymatic activity (17). However,
extracellular NMN remains controversial in part due to deficiencies in NAD + metabolite
quantification. As a phosphoribosyltransferase, Nampt activity depends on PRPP, an
4
extracellular source of which has not been demonstrated (18). By an HPLC-UV method, which
may have been distorted by co-eluting analytes, the abundance of extracellular NMN was
reported to be 80 µM (17). However, using LC- MS n, it was reported that PRPP and NMN are
virtually absent and, moreover, are unstable in mouse plasma (18). It stands to reason that
extracellular Nampt may have activity in local environments and developmental/nutritional
conditions in which the substrates, Nam and PRPP, and the ATP activator are at substantial
levels. Systemic NMN at 80 µM appears to be implausible, however.
Nam and NA can also be methylated, which would be predicted to block salvage. In
plants, NA N-methyltransferase produces a compound known as trigonelline by transfer of the methyl group from S-adenosyl-methionine (19, 20). The corresponding Nam N- methyltransferase (NNMT) has been well characterized in vertebrates (21). Increased NNMT expression has been observed in Parkinson’s Disease (22) with a potential role in disease etiology (23, 24). NNMT is also increased in malignancy (25) and plays an apparent role in cell migration (26). Despite the reported roles in disease, N-methyl Nam (NMNam 2) is a natural
metabolite in healthy individuals with reported antithrombotic (27) and vasorelaxant (28)
activities that is increased in plasma and urine after endurance exercise (29). NMNam is
ultimately converted to N1 -Methyl-2-pyridone-5-carboxamide and N1 -Methyl-4-pyridone-5- carboxamide.
Though the primary breakdown product of NAD + is Nam and the complete bacterially digested product is NA, nicotinamide riboside (NR) is an additional salvageable precursor that exists intracellularly and in milk (7, 30, 31). The unique NR salvage pathway is via nicotinamide riboside kinases (7). In addition, NR can be split into a Nam moiety and resynthesized to NAD +
via Nam salvage enzymes (32). Nicotinic acid riboside (NAR) is an alternate substrate of
2 In the future, this metabolite is abbreviated MeNam.
5
nicotinamide riboside kinases (33) and purine nucleoside phosphorylase (13) that has been
shown to be an intracellular NAD + precursor (30) but has not been reported to circulate.
Whereas NA is the salvageable precursor of NAD + that has been exposed to the most digestive enzymes and Nam is the salvageable precursor that is produced by every cell with
NAD +-consuming enzymes, the main source of dietary NR is probably partial digestion of NAD +.
Depending on one’s nutrition and potentially one’s microbiome, the three vitamin precursors of
NAD + (NA, Nam and NR) and trp should be in circulation (3). The existence of extracellular
enzymes with the potential to produce and consume NMN, and which consume NAD +, suggests
the circulation of pyridine nucleotides (2). Moreover, NMN supplementation of mice on high fat
diet (HFD) increases insulin sensitivity, glucose tolerance, and intracellular NAD + compared to non-treated mice on the same diet (34). Though extracellular NMN was interpreted to function via direct incorporation of the nucleotide into cells (34), careful examination indicates that extracellular NA, Nam, and NR increase intracellular NAD + in yeast and vertebrate cells, whereas NMN requires dephosphorylation to NR (35). Consistent with the prediction that the ectoenzyme CD73 has NMN 5’-nucleotidase activity (2), CD73 has the requisite biochemical activity to catalyze NMN dephosphorylation (36). In the yeast system, NR extends replicative longevity in a manner that depends on conversion to NAD + (32). In mice on high fat diet, NR improves glucose control and insulin sensitivity, while moderating the observed increase in adiposity (37).
In addition to the major difference in Nam salvage between vertebrate and yeast systems, there is a mitochondrial compartmentalization problem in vertebrates. In yeast, transporters Ndt1 and Ndt2 carry NAD + across the mitochondrial inner membrane (38) and the
only mitochondrial NAD + biosynthetic enzyme is NADH kinase, Pos5 (39). However, in
vertebrate cells, the nucleocytoplasm and the mitochondrial matrix constitute distinct pools of
NAD +, NADH, NADP + and NADPH owing to impermeability of the mitochondrial inner
membrane to these compounds. Though systems such as the malate-aspartate shuttle and
6
nicotinamide nucleotide transhydrogenase transfer reducing equivalents across mitochondrial
membranes, vertebrate mitochondria require a system to import an NAD + precursor into the matrix for conversion to NAD +. On the basis of localization of NAD + biosynthetic enzymes, that precursor is NMN (35) 3. Nmnat3, which converts NMN to NAD +, is localized to the mitochondrial matrix. Nmnat3 is one of three vertebrate NAMN/NMN adenylyltranferases—the other two are localized in the nucleus and on the cytosolic face of Golgi. Though one could argue that the ability of Nmnat3 to convert NAMN to NAAD suggests that NAMN or NMN could be the mitochondrial NAD + precursor, the NAAD product of the NAMN reaction requires glutamine- dependent NAD + synthetase for conversion to NAD +. Glutamine-dependent NAD + synthetase is
not mitochondrially localized (35).
As shown in Figure 1.1, the implication of NMN as the limiting precursor for vertebrate
mitochondrial NAD + biosynthesis is profound. De novo synthesis and NA-dependent Preiss-
Handler synthesis can only supply mitochondria with NAD + by nucleocytosolic conversion to
NAD + followed by the pyrophosphate-dependent conversion of NAD + to NMN in a back reaction
of Nmnat first demonstrated by Arthur Kornberg in 1948 (44) or by conversion of NAD + to Nam
and subsequent conversion of Nam to NMN. In contrast, Nam and NR can be converted directly
to NMN by Nampt and NR kinases, respectively.
In mitochondria that are burning fuel, the redox reactions are largely directional because
fuel oxidation converts NAD + to NADH and complex I of the electron transfer chain reoxidizes
NADH to NAD +. Three vertebrate sirtuins, Sirt3-5, reside in mitochondria, where they consume
NAD + in reactions that either modify proteins or relieve protein modifications (45). For the
3 The origin of mammalian mitochondrial NAD + is controversial. Later investigations revealed Nmnat3 is expressed in erythrocytes, which do not contain mitochondria (40). Further, Nmnat3 deficiency does not alter mitochondrial NAD + (41) and Nmnat3 knockout animals are viable and capable of maintaining in NAD + both fractions (42), suggesting the nucleocytoplasmic and mitochondrial pool are continuous. So far, no mammalian mitochondrial NAD + importer has been identified (43) and the partitioning or lack thereof of NAD + requires further investigation.
7
mitochondrial sirtuins to work and avoid robbing redox enzymes of NAD +, NMN must be imported from the cytosol.
Completing the major NAD + transactions, yeast possess two cytosolic NAD +/NADH
kinases and the mitochondrial NADH kinase, Pos5 (39). Vertebrate cytosolic NAD +/NADH kinase is related to the yeast enzymes (46), whereas the vertebrate mitochondrial NAD +/NADH kinase was recently identified as a homolog of A. thaliana Nadk3, which can use ATP or polyphosphate as the phosphate donor (47).
1.3 Thesis Goals
The main focus of my thesis research was to develop LC-MS/MS technologies for the
quantitation of NAD + and related metabolites to further our understanding of NR interventions in healthy and diseased states. Previous members of my thesis laboratory focused upon the enzymes related to NAD + and its biosynthesis from NAR and NR (7, 30, 32, 33, 48). In their investigations, the first NAD metabolome assay was developed and included substrates and products of these enzymes and other enzymes related to NAD + metabolism (31). From their
work, NR was established as a bona fide salvageable NAD + precursor that could extend life- span of yeast (32) and work from other groups revealed NR extends life-span in C. elegans (49) and acts to oppose metabolic (37, 50-54) and neurodegenerative disorders (55, 56) in rodents.
Translating these health promoting effects of NR in the clinic required the improvement and development of novel technologies for accurate and robust quantitation of NAD + and related metabolites.
In my thesis work, I improved upon the previous assay by including internal standards, adding additional NAD + related metabolites, and further optimizing extraction procedures for cell
and tissues. With these improvements, we were able to produce a detailed metabolic image of
the fate of NAD + metabolism in a variety of biological contexts with and without NR
interventions. The technologies described herein allowed for both the confirmation and
8
generation of hypotheses regarding the effect of NR on NAD + metabolism in the normal and abnormal function of a cell or organism.
In chapter 2, I include a reprint of the remaining publication used to introduce my dissertation in this chapter. Sections are added after section 2.2 Conclusions to describe further method development as necessitated by my thesis work.
Chapters 3, 4, 5, 6, and 7 are demonstrations of the technologies described in chapter 2.
Our work in chapter 3 establishes the true B 3 vitamin content of bovine milk, uncovers that farming practices may influence the vitamin quality of milk, and reveals that B 3 vitamin
fortification of bovine milk may be a future route of delivery of NR to populations at risk for
developing neurological and metabolic disorders. Specifically, we show that NR represents 40%
of the B 3 vitamin content of bovine milk from a herd of Bos taurus and in store procured cow’s
milk. We uncover that organic milk tends to contain less NR than conventional milk and suggest
that, in part, Staphylococcus aureus infection may be responsible. We then uncover that NR is
stable in and binds to milk. This chapter illustrates how the same technology utilized to merely
elucidate the composition of a food product can be utilized to generate and test hypotheses for
how the vitamin content of a food.
In chapter 4, we establish that NR is a superior NAD + precursor compared to NMN using
stable isotope labeling technologies. Work in chapter 3 and 4 were crucial for later work
described in chapter 5 where more complex stable isotope labeled experiments were
performed.
The work described in chapter 5 is the culmination of my thesis work. This chapter is my
perspective and narration of a work that was written by my advisor Dr. Charles Brenner and
includes data generated using methods pioneered by me but performed by both myself and Dr.
Mark Schmidt, a current staff member of the Brenner laboratory. In this work, we quantified the
NAD metabolome in a healthy middle-aged human subject after initial and subsequent
supplementation of NR and uncover that NAAD is a potential, non-obvious, accessible
9
biomarker for NR supplementation. NAAD is a non-obvious product of NR since there is
currently no known mammalian deamidating NAD + pathway (Figure 1.1). We then compare the effect of NA, Nam, and NR on the murine hepatic NAD metabolome. All three precursors increase NAD + as expected. However, both Nam and NR increase NAAD. Additionally, we
report for the first time that NR is a far superior effector in NAD + metabolism, increasing both hepatic NAD + and NAAD to a greater extent compared to NA and Nam. Further, we tested
whether and confirmed that NR directly contributes to NAAD using stable isotope technologies.
In Dr. Schmidt’s work, we confirm that NAAD positively correlates with NR dosage in a group of
healthy human subjects. Together, these works performed in human and murine systems prove
+ NR is superior to other B 3 vitamins effecting the NAD metabolome and increasing NAD in
particular and uncover that NAAD may be a future, clinical biomarker for the effect of NR on
NAD + metabolism.
Chapters 6 and 7 are essentially the phenotypic effects of NR supplementation on
metabolic syndromes. In chapter 6, we tested the hypothesis that NR supplementation would
prevent alcohol-induced fatty liver disease by increasing hepatic NAD + and consequently
reversing the metabolic damage of alcohol on mitochondrial metabolism. In Chapter 7, we
tested the hypothesis that the alteration of the NAD metabolome in diabetic animals is involved
in the etiology of diabetic peripheral neuropathy and that supplementation with NR could
prevent this devastating complication of diabetes. In this chapter, I present our work with a Type
I diabetic animal model and NR and my perspective on my work with a Type II diabetic animal
model and its context alongside the work performed by Dr. Mark Yorek and coworkers detailed
in Chapter 7.1-4 written by Dr. Charles Brenner, thesis advisor.
10
1.4 Figure
Figure 1.1 NAD + biosynthesis in yeast and vertebrates. Intracellular NAD+ is derived from either de novo synthesis from tryptophan or from salvage of NA, Nam, or NR. In yeast, Nam is converted to NA by nicotinamidase Pnc1p (dotted line). In yeast and vertebrates, NA is phosphoribosylated to NAMN, an intermediate in de novo synthesis, and converted to NAD+ by way of NAAD in a step catalyzed by glutamine-dependent NAD+ synthetase (12). In vertebrates, Nam conversion to NMN is catalyzed by Nampt (16). The other source of NMN in yeast and vertebrates is phosphorylation of NR by NR kinases. NR and NAR can be split to the corresponding pyridine bases. NAR phosphorylation yields NAMN. NMN is converted to NAD+ by NMN adenylyltransferase activity, which is reversible. As shown, in vertebrates, NMN must be imported into mitochondria for conversion to NAD+. Enzymatic NAD+ and NADP+ consumption releases the Nam moiety and produces ADPr products. Finally, Nam and NA can be converted to non-salvageable products.
11
CHAPTER 2 NAD METABOLOME ANALYSIS VIA LIQUID CHROMATOGRAPHY MASS SPECTROMETRY “Targeted, LCMS-based Metabolomics for Quantitative Measurement of NAD + Metabolites”*
Samuel A.J. Trammell 1,2 and Charles Brenner 1,2
1Department of Biochemistry, 2 Interdisciplinary Graduate Program in Genetics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
*The following chapter is a description of the general liquid chromatography and mass spectrometry methodologies employed in all subsequent chapters. Sections 1 – 2 are reprints of the rest of the publication included in Chapter 1.1-1.2 (1) which was written by myself with guidance and editing by CB.
2.1 Quantitative NAD + Metabolomics
The NAD + metabolome 4, as defined here, includes dinucleotides, nucleotides,
nucleosides, nucleobases and related compounds (Table 2.3). The masses of many of the
analytes differ by a single Dalton, necessitating optimal separation and careful MS. The current
method is an improvement over methods, which measured only select metabolites (17, 57), and
more recent methods, which embraced a more complete set of metabolites, but which lacked
resolution of several compounds (31, 58). Here we review optimization of all parameters and a
solution to the ionization suppression problem that plagued previous methods.
Optimized Extraction
Methods that do not inactivate enzymatic activities upon cell lysis (58) are clearly flawed
and, based upon the amount of time of sample autolysis, cellular NAD + can be degraded to ~1%
of expected values (~10 µM) with elevation of apparent NR concentration to ~100 times
4 After publication of this document, we have referred to the NAD + metabolome interchangeably with the NAD metabolome.
12
expected values (1 mM) (59). The preferred method of extraction is to use boiled, buffered ethanol (60), which is well validated for NAD + metabolites (30, 31).
For yeast samples, an ideal cell number is 2 to 4.5 x 10 7, the midrange of which can be obtained by harvesting 25 ml of cells at an OD 600 nm of 0.7. For mammalian cell culture, we typically use 4 to 20 x 10 6 cells, depending upon the cell type. Yeast cell pellets are extracted directly. Mammalian cell pellets are washed once in ice-cold potassium buffered saline. Cells are resuspended in 300 µL of a 75% ethanol/25% 10 mM HEPES, pH 7.1 v/v (buffered ethanol) solution, preheated to 80 °C. Samples are shaken at 1000 rpm in an 80 °C block for three minutes. Soluble metabolites are separated from particulate by refrigerated microcentrifugation
(10 min, 16k g). Though the ethanol-soluble extract contains all the metabolites of interest, the weight of the particulate can be used to determine the optimized resuspension volume for dried metabolites. Thus, both the particulate and soluble metabolites are dried by speed vacuum at
40 °C.
Empirically, we determined that 3.6 mg of yeast or mammalian cell-derived particulate corresponds to a metabolite pellet, which can be resuspended in a 100 µl volume and produce the desired absorbance and LC-MS signals. Thus, the dry weight of each pellet is recorded, divided by 3.6 mg, and multiplied by 100 µl to obtain the initial resuspension volume. Extracts are resuspended in 1% (v/v) acetic acid adjusted to pH 9 with ammonium hydroxide (ammonium acetate buffer). These conditions were chosen to preserve NADH and NADPH prior to analysis 5
(61).
Resuspended metabolites (2 µl) are checked in a Nanodrop (ThermoFisher) to determine the OD 260 nm , which is typically greater than or equal to 14. The remaining volume is diluted to an OD 260 nm of 14 in ammonium acetate buffer to obtain the final resuspension volume.
5 In Chapter 2.4, I describe problems in analysis uncovered after publication which required alterations to the re-suspension solvent and to the metabolites included in the metabolomic assay and the way with which they were dealt.
13
For LC-MS, this material is diluted two-fold into two different metabolite standards and 2.5 µl of
the resulting material is injected and analyzed. Because these dilutions convert the total
intracellular volume into a known volume of which an effective volume of 1.25 µl is analyzed, it
is straightforward to calculate the intracellular volume of cells under analysis.
The calculation of intracellular volume is as follows. For yeast cells, the intracellular
volume of a single cell is taken as 70 fl (62). Thus, the calculated intracellular volume is
obtained as 70 fl times the cell number. For mammalian cells, we use 2.5 pl as volume of a
HeLa cell (63) and calculate the total extracted intracellular volume in the same way as for yeast
cells. For example, an extraction of 3 x 10 7 yeast cells has a calculated intracellular volume of
2.1 µl. If this sample were resuspended into 100 µl and require no further adjustment after checking on the Nanodrop, the 1.25 µl of cell extract in a 2.5 µl injection would represent 1.25% of 2.1 µl = 26 nl. Because the internal standards permit metabolites to be quantified on a mol scale, intracellular metabolite concentrations are determined, in this example, as mol of metabolite divided by 2.6 x 10 -8 l.
Optimized Internal Standards
Ionization suppression is the tendency for sample components to dampen the ionization
and detectability of particular analytes. Thus, one cannot reliably depend on the peak height or
area of a metabolite in a standard curve of purified metabolites to be on the same scale as its
peak size in a complex mixture. In the most advanced previous quantification method for NAD +
metabolites, ionization suppression was a problem for NAD +, inosine and NA (31).
Two internal standard sets are employed. One set is used to quantify 16 metabolites (all analytes except NR, Nam, and NA) and is used in an alkaline separation. The other set is used to quantify NR, Nam, and NA in an acidic separation.
For analytes in the alkaline separation, an extract of Fleischmann’s yeast metabolites is prepared from cells grown in 99% uniformly labeled 13 C glucose (Icon Isotopes, Summit, New
Jersey). In the course of this culture, the PPP converts 13 C glucose to 13 C ribose-5-phosphate,
14
such that all of the cells’ nucleic acids, mononucleotides and dinucleotides incorporate 13 C.
Mononucleotides incorporate 5 additional Da from one ribosyl moiety, whereas dinucleotides incorporate 10 additional Da from two ribosyl moieties 6. Complete incorporation is achieved by
growing two serial starter cultures in 13 C glucose synthetic dextrose complete media, followed
13 by inoculation of a 250 ml volume of C glucose media at a starting OD 600 of 0.2 and growth to
OD 600 of 0.8. Cells in 50 ml aliquots are then pelleted and stored at -80 °C prior to extraction
with 300 µl buffered ethanol solution. Metabolites are resuspended in 100 µl of the ammonium
acetate buffer and have a typical OD 260 nM of 100. For LC-MS, Fleischmann’s extract is diluted
1:40 into ammonium acetate buffer. This diluted Fleischmann’s extract is further diluted 1:1 with
experimental samples. In the LC-MS analysis, 2.5 µl of the fully diluted material is injected. This
material represents 1.25 µl of the experimental extract and an appropriate amount of
Fleischmann’s extract for metabolite quantification.
Because the vitamins Nam and NA do not contain a carbohydrate group, they are not
labeled by heavy labeled glucose and require the second set of internal standards for accurate
quantification. To each sample or standard solution, heavy labeled Nam and NR are added
such that the final concentration is 1.5 µM. 18 O labeled Nam is prepared by
18 tetramethylguanidine- catalyzed hydrolysis with 3-cyano-pyridine and H 2 O, as described (64).
Though heavy NR is present in the Fleischmann’s yeast extract standard, NR is best separated
and quantified in an acidic separation with Nam and NA. Heavy labeled NR is made as
described (65).
We prepare stock solutions (typically at 10 mM) of each metabolite to be quantified and
then prepare a set of standard solutions containing the whole set of metabolites to be quantified
6 This process creates isotopologues, which are compounds that differ in isomer composition + 13 13 + (e.g. the NAD produced from yeast supplemented with [ C6]-glucose produce [ C10 ]-NAD , the isotopologue to 12-carbon NADH. Isotopologues should not be confused with isotopomers, which are molecules that contain the same isotopic composition but differ in the location of the isotope.
15
at a range of concentrations (0, 0.1, 0.2, 0.6, 2, 6, 20, 60, and 200 µM). For the alkaline
separation, these standards are mixed 1:1 with the 1:40 dilution of Fleischmann’s extract so that
each quantifiable metabolite in the extract can be set to a pmol amount. For example, if a
particular metabolite in the Fleischmann’s sample were to interpolate precisely between the 2
µM and 6 µM standards (1 µM and 3 µM) in the 2.5 µl injected volume, we would calculate there
to be 5 pmol of that metabolite in the standard amount of Fleischmann’s extract that will be used
for all subsequent samples. This determination is made in technical replicates. Importantly, we
cannot expect the 5 pmol peak area of that metabolite to remain constant when Fleischmann’s
extract is mixed with experimental yeast extracts because peak shapes are often distorted, and
ionization is suppressed due to sample complexity. However, because the 13 C metabolites in
Fleischmann’s extract will have the same degree of ionization suppression as the 12 C metabolites in the experimental extract, the peak area ratios of 12 C to 13 C metabolites and the known mol amounts of the Fleischmann’s metabolites allow calculation of the amounts of the experimental metabolites. Molar calculation of the Fleischmann’s metabolites are not performed.
Mol amounts of metabolites in the experimental samples are converted to molar using the calculation of intracellular volume described above. Because the IMP peak in Fleischmann’s extract is quite small, we use relative peak areas of IMP and NMN in the standard solutions to derive a correction factor that allows IMP in experimental samples to be quantified against the
Fleischmann’s NMN peak 7. For each metabolite, the peak area used for quantification is that of the MS 2 transition.
In theory, inclusion of 1.5 µM 18 O labeled Nam and 18 O labeled NR should be sufficient
to quantify nonlabeled Nam and NR in the experimental extracts. In practice, because label
7 Later analysis revealed that UMP, ADPR, NADP + internal standards are also of poor signal batch-to-batch. The yeast produced internal standard for NAAD is also found to be weak in signal and sometimes co-eluting with what is believed to be the alpha isomer of NAD + internal standard. When signal is too poor, NAD + internal standard is utilized for ADPR, NAAD, and NADP +. CMP internal standard is used for UMP quantitation.
16
incorporation may vary and there is greater accuracy in preparation of 10 mM standards than
1.5 µM radiolabeled standards, we quantify the 18 O peaks of Nam and NR against a standard curve of NA, Nam and NR. These analyses result in a mol amount of heavy Nam and NR determined from the light standards. Because the same amount of heavy Nam and NR will be in all experimental samples, relative peak areas allow conversion of experimental Nam and NR peaks to mol and molar. The peak area ratio between heavy Nam and NA in the standard solutions is used to derive a correction factor that allows the heavy Nam peak to calculate the amount of NA in experimental samples.
Optimized Liquid Chromatography
Earlier, we described an assay of the NAD + metabolome based on hydrophilic interaction liquid chromatography (31). Encouraged by its track record for separation of nucleosides and nucleotides (66-68), we have since developed an improved separation with the porous graphitic carbon reversed phase material, Hypercarb (Thermo). Resolution of all compounds is done with two different mobile phases on two Hypercarb columns, each used solely for one separation.
In the alkaline separation, solvent A is 7.5 mM ammonium acetate with 0.05% (v/v) ammonium hydroxide and solvent B is 0.1% (v/v) ammonium hydroxide in acetonitrile. The optimized gradient is described in Table 2.1 with a flow rate of 0.08 ml/min and a column temperature of 60 °C. As shown in Table 2.1, the complete run takes 32.2 min on a 1 mm x 100 mm Hypercarb column and must be equilibrated for 20 min prior to first injection.
In the acid separation, solvent A is 10 mM ammonium acetate with 0.1% formic acid and solvent B is 0.1% formic acid in acetonitrile. The optimized gradient is described in Table 2.2 with a flow rate of 0.2 mL/min and a column temperature of 60 °C. As shown in Table 2.2, the complete run takes 23.4 min on a 2.1 mm x 100 mm Hypercarb column. Extracted ion currents for each resolved metabolite are provided in Figure 2.
17
Mass Spectrometry Optimization
The power of triple quadrupole mass spectrometers is the ability to perform multiple
SRM protocols in a single run, i.e. multiple reaction monitoring (MRM). Modern QQQs are equipped with automatic optimization software to detect transitions and optimize ionization. The software can be the best friend and greatest enemy in method development. Since many of the metabolites are of similar structure and mass, specific diagnostic fragments must be identified and optimized. The carboxylic acid versus carboxamide metabolites and the oxidized versus reduced metabolites differ by only one Dalton. The 13 C peaks produced from metabolites such as NAD + and NADP + would produce crosstalk with NADH and NADPH, respectively (Figure
2.1A). However, all four compounds produce diagnostic fragments, allowing for specific quantification. Current automatic optimization software identifies fragments that are most easily produced and not necessarily those that are diagnostic for the metabolite in the context of structural similarities in the NAD + metabolome. Online searchable libraries such as Metlin
(http://metlin.scripps.edu/ ) and Massbank ( http://www.massbank.jp/?lang=en ) provide MS/MS
spectra for many metabolites with identified fragment structures (69, 70). Specific fragments for
NADH and NADPH not identified by the automatic software were chosen based on these
searches. The transitions were optimized manually. Transitions and optimized conditions are
detailed in Table 2.3.
The cone voltage must be optimized when measuring NAD + especially for NR, NAR,
NAMN, and NMN to reduce on-source fragmentation. NR and NMN readily produce Nam signal, whereas NAR and NAMN produce NA signal (Figure 2.1B, Nam extracted ion current).
Optimization of cone voltage decreases but does not completely remove crosstalk. This unavoidable crosstalk greatly illustrates the need for robust LC separation. After development, overall robustness was determined based on the capacity factors ( k’ ), quantitative range, linear goodness of fit (R 2), replicative standard deviation (RSD) of the method, and RSD of the system. Capacity factors were above 2 for all analytes with the exception of CMP ( k’ = 1) (Table
18
1). Standard curves were linear from 0.125 picomoles to 250 picomoles with R 2 values falling above 0.99 for all but NAR (0.948), inosine (0.974), NR (0.981) and NADH (0.988). RSD of the method was measured with six separate standard solutions at 10 µM concentrations. RSD of the system was measured with four injections of the same standard solution. Method RSDs were below 10% for all but cytidine, NAR, inosine, NAMN, ATP, NAAD, NADH, and NADP.
System RSDs were below 10% for all but cytidine and NAR. Limits of quantification (LOQ) were measured repeatedly empirically and defined as the concentration producing a signal-to-noise ratio of 10. LOQ were below 100 fmol for all but NMN (1 pmol), ATP (1 pmol), NA (2.5 pmol), and uridine (3.1 pmol). Moreover, the LOQ using this method was at least 3-fold lower for seven metabolites than the previously used method. The previous method is 3-fold more sensitive for one metabolite (Table 1.3) (31).
Metabolite Measurement Challenges
In our hands, AMP and NADPH cannot be reliably quantified by these methods. ATP
and ADP fragment on source to AMP, similar to NR fragmentation to Nam (Figure 2.1B Nam
extracted ion current). Given poor resolution of AMP from both metabolites, detected AMP
signal would represent biological AMP as well as that derived from ATP and ADP. Further, the
NADP peak may represent the sum of cellular NADP and a portion of cellular NADPH, which
has become oxidized. Thus, care should be taken in interpreting the NADP peak. Nam is
strikingly membrane permeable. Nam in cells can be easily lost into post-cellular supernatants
and we suspect that Nam in organelles can be easily lost into post-organelle supernatants.
Results in Mammalian Cell Line
To test our method on a real sample, we analyzed a glioma cell line, LN428/MPG (a gift
of Dr. Robert Sobol, University of Pittsburgh), which had been grown in MEMalpha (10% FBS
HI, gentamycin, geneticin) media in triplicate 150 mm dishes (2 x 10 7 cells per dish by CASY
cell count). The results of the analysis are reported in Table 2.4. As expected, nucleotides, such
19
as ATP, ADP, UMP, and NAD +, are high in abundance compared to NAD + precursors and biosynthetic intermediates. The NAD +:NADH ratio is ~39 and the NAD +:NADP ratio is 4.6. As expected for cells grown in a type of Dulbecco’s modified Eagle’s media, Nam, but not other vitamins, is detectable. The concentration of NMN is low when compared with yeast, suggesting the NMN pool is converted rapidly to NAD + (31).
Conclusions
Here, an improved LC-MS method has been developed to quantify the NAD +
metabolome. Its principle features are resolution and quantification of 16 metabolites in an
alkaline separation, and resolution and separation of 3 metabolites in an acidic separation, both
on a porous graphitic carbon stationary phase. The problem of ionization suppression that
plagued earlier methods has been eliminated. Preservation and quantification of NADPH
remains a challenge.
Acknowledgements
Work was supported, in part, by grant MCB-0822581 from the National Science Foundation and
by NIH Pre-Doctoral Training Program in Genetics T32 grant GM008629.
2.2 Continued Method Development Post-Initial Publication
ATP and ADP: The Other Problem Metabolites
ATP and ADP were found to be labile in the buffered boiled extraction protocol. Since
ATP degrades to ADP, this complicates analysis of both metabolites. Further, ATP and ADP are
thought to be at 10:1 ratio but this ratio was not observed in LN428 cells utilizing our method
(Table 2.4), suggesting improper metabolic quenching. For this reason, ATP and ADP were not
routinely included in future experiments.
Addition of MeNam, Me2PY, and Me4PY to the NAD Metabolomic Assay
In mammals, Nam serves as a precursor to NAD + and to MeNam (Chapter 1.2). MeNam
is further oxidized by aldehyde oxidase 1 (EC: 1.2.3.1) to produce either N-methyl-2-pyridone-5-
20
carboxamide (Me2PY) or N-methyl-4-pyridone-5-carboxamide (Me4PY). As stated in Chapter 1,
Section 2, MeNam, Me2PY, and Me4PY have biological effects. Since the writing of that
document, we now know that expression of NNMT, the enzyme methylating Nam to MeNam,
positively correlates with adiposity in adipocytes (71) and negatively correlates in liver (72) and
appears to regulate lipid metabolism in a manner that is tissue dependent and relying upon
either methyl metabolism or the MeNam itself (73). MeNam is produced with concomitant
demethylation of the primary methyl-donor, S-adenosyl-methionine (SAM), which is also the
source of nuclear histone methylation. NNMT activity has been shown to deplete SAM and
cause epigenetic changes and contributes to cancer development (74) but also stem cell
maturation (75). MeNam itself increases murine hepatic Sirt1 activity by either directly or
indirectly stabilizing its protein abundance and has inhibitory effects on cholesterol synthesis
(72). Me2PY and Me4PY have also been implicated in calorie mediated increases in C. elegans life-span (76) by increasing catalase activity and promoting resistance of reactive oxygen species damage. Beyond the numerous biological effects of these metabolites or the enzymatic activity synthesizing them, these metabolites are not thought to be NAD + precursors as there is no known demethylase nor oxidoreductase. In this way, these metabolites can be thought of as an indication of NAD + precursor wasting as an increased occurrence of MeNam and oxidized
derivatives represent a diversion of flux from its synthesis. For these reasons, these metabolites
were added to the NAD metabolome.
MeNam, Me2PY, and Me4PY SRM conditions are displayed in Table 2.5 and were
produced as described above in Chapter 2.1. These metabolites are readily resolvable (Figure
2.2) on the Thermo Scientific Hypercarb™ column with separation as described for the acid
separation in Chapter 2.1. Though Me2PY and Me4PY are isomers, little cross-talk is observed
(Figure 2.2). Retention times and precision for each metabolite are displayed in Table 2.5.
Systematic and analytical variability are below 20% for all metabolites.
21
18 Internal standard for MeNam was produced by methylating O Nam with D 3
iodomethane. Briefly, 125 mg of labeled Nam was dissolved in 0.5 ml of ACS grade methanol.
96 µl of labeled iodomethane was added slowly to the solution. The solution was vortexed, then
allowed to react at 25 °C with constant shaking at 300 rpm for 24 hours. The reaction produced
a yellow needle shaped precipitate and was dried down via speed vacuum for three hours. The product was analyzed using a Waters Premier Q-TOF operated in positive ion mode and the product at m/z 142 was observed alongside smaller amounts of 18 O Nam. Any non-methylated
labeled Nam was not removed since it would contribute to the internal standard signal and not
interfere with analysis of the NAD metabolome. 18 O Nam was utilized as an internal standard for
Me2PY and Me4PY. MeNam is linear from 0.1 to 100 µM. Me2PY is linear from 0.1 to 30 µM
and Me4PY is linear from 0.1 to 100 µM.
Considerations of Quantitative NAD Metabolomics in Mammalian Tissues
Metabolomic analysis within any tissue requires optimization of extraction from that
tissue prior to the final experiment. Tissues vary in type and abundance of proteins and
metabolites. If the metabolite of interest readily binds to a specific protein, its recovery may be
more affected in a tissue that expresses that protein in abundance compared to another.
Additionally, some metabolites may be isobaric 8 with an analyte and interfere with quantitation if
co-eluting and abundant. The results of these differences mean every tissue presents its own
unique challenges for the same set of metabolites.
Though the extraction methods may differ, aspects of extraction procedures for proper
metabolomic analysis are universal. The extraction process must simultaneously quench
metabolism and separate the metabolite(s) from interfering compounds (77). Turnover rates for
bioenergetic metabolites such as ATP can be in the 100s of µmol per second range (78) and
are greatly influenced by metabolic and genetic interventions. NAD + turnover is similarly
8 Isobaric metabolites are metabolites of the same mass and/or m/z.
22
affected. Hence, accurate measurement requires rapid and effective quenching of all chemical
and enzymatic reactions occurring in the cell, tissue, or fluid.
Early in my thesis work, tissues were prepared as homogenates and no care was taken
to quench enzymatic activity. This naïve choice led to clear changes in the NAD metabolome
(Table 6.1) exemplified with an extremely high ratio of Nam to NAD +. As described in Chapter
2.1, this high ratio is almost certainly a result of non-quenching of NAD + consuming activities
causing a decrease in NAD + with simultaneous synthesis of Nam. To this end, we employed freeze clamping 9 upon tissue collection at the time of sacrifice to quench enzymatic activity and
preserve the NAD metabolome. Unless otherwise stated, all tissues were collected this way
prior to storage at -80 °C.
Prior to extraction, tissues were pulverized to a fine powder using a Bessman pulverizer
cooled to liquid nitrogen temperatures. The powdering of the tissue was performed to allow for
aliquoting of tissue for the complete NAD metabolome analysis and to increase the surface area
exposed to the extraction solvent. To continue to slow enzymatic turnover of the metabolites,
tissue aliquots were kept at dry ice temperature or lower at all times prior to addition of
extraction solvent. Normally, extractions are performed to precipitate protein and other
macromolecules and release the metabolites of interest into the soluble fraction. Metabolite
extractions are often rely on adjusting the pH and often combined with addition of organic
solvents (commonly methanol or acetonitrile) at various temperatures. It is imperative that
tissues are lysed as quickly and efficiently to ensure inhibition of enzymatic activity and robust
recovery of all metabolites from the sample. Unlike mammalian cell culture samples which
easily lyse with repeated pipetting, tissues require mechanical disruption such as bead beating,
9 Freeze clamping of tissue is performed by squeezing tissue between two liquid nitrogen cooled plates for at least 10 seconds. This methodology ensures all enzymatic activity halts due to extreme low temperature.
23
homogenization, or sonication. We found in certain instances that heating of the suspended
extract maximized recovery of some metabolites, especially NADP. This effect has been
observed by others (79, 80) and has been attributed to greater disruption of protein binding.
Protein precipitation is imperative for accessing metabolites, but further and possibly
more importantly, for preserving the life of the analytical column, in our case the Hypercarb
column. Loaded proteins can precipitate on column leading to blockage or can adhere to the
sorbent 10 and interfere with separation of metabolites. But the protein precipitation method can
produce a soluble fraction that is incompatible with the liquid chromatograph used for
separation. High organic, low aqueous samples disrupt the peak shape and retention time of
metabolites eluting in separations such as described in Chapter 2.1. In some instances, the
soluble extract is diluted with an appropriate amount of pure or buffered water to ensure proper
separation. However, this method obviously dilutes the sample, causing loss of signal for lower
abundant metabolites. Here, we employed drying of the sample and re-suspension in an
appropriate aqueous solvent. Drying methods themselves can impact recovery of a metabolite
(80) and should always be considered when developing a method. These considerations and
others were investigated in developing sample extractions protocols.
Quantification of the Oxidized NAD Metabolome in Liver
Liver is the largest mammalian internal organ and potentially the most metabolically
versatile and active. The complete suite of NAD + biosynthetic routes are expressed in the liver
(3, 81), making the liver very responsive to B 3 vitamins. We employ the same extraction buffer as for cells and extract 5 – 20 mg of frozen pulverized liver in the following manner. Samples are extracted by addition of 0.1 ml of buffered ethanol (3 volumes ethanol: 1 volume 10 mM
HEPES, pH 7.1) at 80 °C. Samples are vortexed vigorously until thawed, sonicated in a bath
10 Sorbents are materials used to absorb and adsorb compounds. It is the material packed into the column that is responsible for separation of the analytes.
24
sonicator (10 sec followed by 15 sec on ice, repeated twice), vortexed, then placed into a
Thermomixer® (Eppendorf, Hamburg, Germany) set to 80 °C and shaken at 1050 rpm for five
min. Samples are centrifuged (16.1k g, 10 minutes, 4 °C). Clarified supernatants are transferred
to fresh 1.5 ml tubes to dry via speed vacuum for two hours. Prior to LC-MS/MS analysis,
samples were reconstituted in 40 µl of 10 mM ammonium acetate (>99% pure) in LCMS grade
water. Analytes are separated and analyzed as described in Chapter 2.1 unless otherwise
stated. Recovery was measured based on internal standard area counts in sample compared to
its area counts in reconstitution solvent (Table 2.6). With the exception of NR, all metabolites
had ≥ 50% recoveries. NR recovery had only 18%. This may appear to be a problem in
quantitation given the importance of NR as a metabolic activator; however, NR is an obligate
cation and as consequence is very detectable (LOQ = 10 fmol) (Table 2.3). Further, the ~five-
fold deficit in NR recovery should equally affect its internal standard 18 O NR. Since quantitation
is based upon the ratio of NR to its isotopologue, NR quantitative values are accurate as long as
both analyte and internal standard are detected.
Quantification of NAD(P)H and Extraction from Liver
In the published method (Chapter 2.1), NADPH was immediately removed from routine
analysis due to its instability in the ideal conditions for quantitation of the oxidized NAD
metabolome. NADH was included since yeast fed labeled glucose produce its isotopologue,
which could serve as its internal standard and control for its stability and extraction efficiency.
13 However, over time it was found that the [ C10 ]-NADH in yeast extract varied in concentration and was difficult to robustly produce. Further, future method development with differing liquid chromatography separations indicated the presence of closely eluting and sometimes co-eluting unknown compounds that produced signal for the NADH internal standard in sample (Figure
2.3). The origin of the multiple internal standard is likely from the yeast extract itself, but this point was never proven since it was unusable in liver. These complications warranted a complete re-working for the analysis of NADH and led to its removal from the routine NAD
25
metabolome assay. Because NADH was removed, considerations for its stability, which
negatively impacted the oxidized NAD metabolome, were no longer relevant, the re-suspension
solvent for the oxidized NAD metabolome was altered to a more acidic condition to preserve
metabolite stability.
Though NADH and NADPH quantitation is difficult, the ratio of these metabolites to their
oxidized forms are often reported as indicators for a cell or tissue to perform glycolysis versus
gluconeogenesis and/or as a capacity for ROS detoxification (Chapter 1.1-1.2). Further, the
action of sirtuins, often thought of as metabolic regulators (82, 83), is inhibited by NADH at
physiologically obtainable concentrations (84). For these reasons, we developed and
implemented an LC-MS method for the quantitation of these reduced dinucleotides in liver. In so
doing, we uncovered a carryover problem with a common liquid chromatography separation for
NADH and NADPH (collectively referred hereafter as NAD(P)H) and offer an alternative liquid
chromatography separation.
Since NADH and NADPH carry a -2 and -4 negative charge, it was clear at the onset of
the liquid chromatography method development that an ion pairing agent was required. Ion
pairing agents are additives to the mobile phase 11 that interact with the analytes of interest and produce better retention and peak shape. Hydrophobic Ammonium salts carrying alkane chains are often employed for the separation of negatively charged metabolites and have been utilized in other assays for organic acid and NADPH (85). Since ammonium salts can cause ion suppression in positive ion mode (Figure 2.4), negative ion mode was utilized. Single ion monitoring (SIM) mode was selected in lieu of SRM mode to increase sensitivity. In this mode, the mass spectrometer scans only for the intact m/z of the compound of interest at any one time and does not produce diagnostic fragments for confirmation of the identity of the compound.
Confirmation of the metabolite of interest in a sample in this method relies upon standard
11 The mobile phase is a liquid or gas that flows through a chromatographic system, carrying compounds at different rates over a stationary phase.
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addition to the sample and observation of an increase in signal at the suspected retention time.
Though SRM mode increases selectivity and confidence within a measurement, NAD(P)H
weakly fragments, and, consequently, its signal was greatly diminished in this scanning method.
Initially, we utilized10 mM tributylamine (TBA) as the ion pairing agent in the mobile phase and
a Waters Acquity BEH C18 column (inner diameter x length: 2.1 x 100 mm) as the stationary
phase 12 (86). At first, NAD(P)H eluted sharply and were well resolved from each other (Figure
2.4), but over time, the metabolites became increasingly retained on the column and variably
eluted, indicating carryover (Figure 2.5). The same was observed using the Phenomenex
Synergi Hydro-RP sorbent employed by Fan et al. (2014) (86). The carryover continued despite
decreasing the concentration. This carryover could have resulted from either retention of the
metabolites in the injector system or on the column. With this separation appearing incompatible
with robust quantitation of NAD(P)H, this mobile phase was abandoned without further
investigation into the cause of the carryover/increased retention. However, it appears that TBA
is too retentive of negatively charged metabolites and should be used cautiously in the analysis
of other organic acids.
We hypothesized that triethylammonium (TEA) acetate could replace TBA since it would
be charged in the pH of the mobile phase and is less hydrophobic. Indeed, utilization of TEAA at
10 mM decreased retention times compared to TBA (Figure 2.6 versus 2.5) but produced sharp
peak shapes and did not suffer the carryover problems observed with TBA. Hence, TEAA was
utilized in the mobile phase. To decrease analysis time, flow rate was increased to 0.4 ml/min
from 0.2 ml/min and the gradient optimized for separation of NAD(P)H in 13.5 minutes total run
time. Gradient and mobile phase conditions are described in Table 2.7. NADPH and NADH
eluted at 3.34 and 3.69 minutes, respectively. NADH and NADPH are linear from 9 to 60 µM at
12 A stationary phase is the non-mobile portion of a chromatographic system that interacts with compounds carried in the mobile phase and causes the rate of their flow through the system to vary, thus separating the compounds from a complex mixture.
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an injection volume of 10 µl and reproducible with a method RSD of 5 and 15%, respectively,
indicating the separation is suitably sensitive and reproducible for quantitation of NAD(P)H.
Extraction of these metabolites required the optimization of a different procedure from
that described for the oxidized NAD metabolome. First, deoxygenating of the extraction solvent
with nitrogen was essential. Second, the pH of the extraction solvent is adjusted to 9 and the
extraction solvent is kept at dry ice temperature throughout extraction to increase stability (61).
Third, nitrogen drying at ambient temperature is employed rather than drying with speed
vacuum. Fourth, multiple rounds of extraction are performed. Inclusion of these changes allows
for 100% recovery of the standards in the absence of tissue.
To extract NAD(P)H from liver, ~20 mg of frozen pulverized liver is sonicated (Branson
Sonifer 450, output control = 4, intensity = 40%, 10 seconds) in 0.5 ml of -80 °C methanol/25
mM ammonium acetate pH 9 (5:1) in a -4 °C acetone/water bath, then rested on dry ice. The
extract is heated at 60 °C using Thermomixer® (Eppendorf, Hamburg, Germany) for three
minutes with constant shaking at 1050 rpm then centrifuged (16.1k g, 10 minutes, 4 °C). The supernatant is transferred to a fresh tube and the pellet re-extracted two more times. The supernatants from each round of extraction are combined. Extracts are dried at ambient temperature using nitrogen gas and reconstituted in 50 mM ammonium acetate (>99%) and
0.05% ammonium hydroxide (>99%) in LCMS grade water immediately prior to analysis. The metabolites remain labile in this solvent and must be analyzed within 8 hours post reconstitution. Recovery of NAD(P)H in murine liver was estimated by spiking either water or
1000 pmol of both analytes into an aliquot of liver and calculated with the following equation: