Minimal Residual Disease Detection in Acute Lymphoblastic Leukemia
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Minimal Residual Disease Detection in Childhood Precursor–B-Cell Acute Lymphoblastic Leukemia: Relation to Other Risk Factors
Leukemia (2003) 17, 1566–1572 & 2003 Nature Publishing Group All rights reserved 0887-6924/03 $25.00 www.nature.com/leu Minimal residual disease detection in childhood precursor–B-cell acute lymphoblastic leukemia: relation to other risk factors. A Children’s Oncology Group study MJ Borowitz1, DJ Pullen2, JJ Shuster3,4, D Viswanatha5, K Montgomery6, CL Willman5 and B Camitta7 1Johns Hopkins Medical Institutions, USA; 2University of Mississippi, USA; 3University of Florida, Gainesville FL, USA; 4Children’s Oncology Group, Arcadia, CA, USA; 5University of New Mexico, USA; 6Genzyme Genetics, Santa Fe, NM; and 7Milwaukee Childrens Hospital, USA Minimal residual disease (MRD) can be detected in the marrows prognostic significance at several time points. MRD levels at the of children undergoing chemotherapy either by flow cytometry end of induction are highly prognostic. Since intensification of or polymerase chain reaction. In this study, we used four-color therapy after successful induction can improve the outcome of flow cytometry to detect MRD in 1016 children undergoing 33 therapy on Children’s Oncology Group therapeutic protocols many patients with adverse prognostic features, it is possible for precursor–B-cell ALL. Compliance was excellent, with that a similar approach might benefit patients with MRD. For follow-up samples received at the end of induction on nearly these reasons, we have chosen to focus our MRD studies on 95% of cases; sensitivity of detection at this time point was at end-of-induction therapy. least 1/10,000 in more than 90% of cases. Overall, 28.6% of Although MRD and other measures of early response to patients had detectable MRD at the end of induction. -
Childhood Leukemia
Onconurse.com Fact Sheet Childhood Leukemia The word leukemia literally means “white blood.” fungi. WBCs are produced and stored in the bone mar- Leukemia is the term used to describe cancer of the row and are released when needed by the body. If an blood-forming tissues known as bone marrow. This infection is present, the body produces extra WBCs. spongy material fills the long bones in the body and There are two main types of WBCs: produces blood cells. In leukemia, the bone marrow • Lymphocytes. There are two types that interact to factory creates an overabundance of diseased white prevent infection, fight viruses and fungi, and pro- cells that cannot perform their normal function of fight- vide immunity to disease: ing infection. As the bone marrow becomes packed with diseased white cells, production of red cells (which ° T cells attack infected cells, foreign tissue, carry oxygen and nutrients to body tissues) and and cancer cells. platelets (which help form clots to stop bleeding) slows B cells produce antibodies which destroy and stops. This results in a low red blood cell count ° foreign substances. (anemia) and a low platelet count (thrombocytopenia). • Granulocytes. There are four types that are the first Leukemia is a disease of the blood defense against infection: Blood is a vital liquid which supplies oxygen, food, hor- ° Monocytes are cells that contain enzymes that mones, and other necessary chemicals to all of the kill foreign bacteria. body’s cells. It also removes toxins and other waste products from the cells. Blood helps the lymph system ° Neutrophils are the most numerous WBCs to fight infection and carries the cells necessary for and are important in responding to foreign repairing injuries. -
A Novel Cytogenetic Aberration Found in Stem Cell Leukemia/Lymphoma Syndrome
Letters to the Editor 644 normal PB buffy coat DNA (see example in Figure 1b). These marrow (used for MRD evaluation), the actual Quantitative data show that NSA can be variable, dependent on the type of Range for TCRG targets will often be underestimated. sample (bone marrow or peripheral blood) and the time point We conclude that the ESG-MRD-ALL guidelines for inter- during or after therapy. pretation of RQ-PCR data appropriately take into account the We next evaluated to what extent this variation in NSA variation in NSA. The guidelines for prevention of false-positive affected the RQ-PCR data interpretation, applying the guidelines MRD data perform well, with less than 2% false-positive results. for prevention of false-positive MRD results as well as the However, our data also clearly indicate that positive results guidelines for preventing false-negative MRD results. In Figures outside the Quantitative Range should always be judged with 2a-c, the data interpreted according to the guidelines for the caution, particularly for samples taken after cessation of therapy prevention of false-negative MRD results are shown. IGH targets and analyzed with Ig gene targets. Preferably, one should aim with NSA in normal PB buffy coat DNA resulted in false-positive for RQ-PCR assays without any NSA, since this will improve the MRD data in about 10% of samples obtained during therapy reliability of the data interpretation. (Figure 2a). However, in samples obtained after cessation of therapy (after week 104) false-positivity could be observed in up VHJ van der Velden, JM Wijkhuijs and JJM van Dongen Department of Immunology, Erasmus MC, University Medical to 65% of samples. -
Cell Surface Markers in Acute Lymphoblastic Leukemia* F
ANNALS OF CLINICAL AND LABORATORY SCIENCE, Vol. 10, No. 3 Copyright © 1980, Institute for Clinical Science, Inc. Cell Surface Markers in Acute Lymphoblastic Leukemia* f G. BENNETT HUMPHREY, M.D., REBECCA BLACKSTOCK, Ph .D., AND JANICE FILLER, M.S. University of Oklahoma, Health Sciences Center, Oklahoma City, OK 73126 ABSTRACT During the last nine years, two important methodologies have been used to characterize the cell surfaces of normal lymphocytes and malignant lym phoblasts. Normal mature T-cells have a receptor for sheep erythrocytes (E+) while mature B-cells bear membrane-bound immunoglobulin molecules (slg+). These two findings can be used to divide acute lymphoblastic leukemia of childhood into three major groups; B-cell leukemia (slg+ E -), which is rare (approximately 2 percent) and has the poorest prognosis, T-cell leukemia (slg~, E +) which is more common (10 percent) but also has a poor prognosis and null cell leukemia (slg~, E~) which is the most common (85 percent) and has the best prognosis. By the use of additional immunological methods, subgroups within T-cell leukemia and null cell leukemia have also been proposed. One of the most valuable of these additional methods is the detection of surface antigens. Three of the more commonly detected antigens currently being evaluated are (1) common leukemia antigen (cALL), (2) a normal B Lymphocyte antigen the la antigen (la) which is not generally expressed on most T lympho cytes and (3) a normal T lymphocyte antigen (T) not expressed on B lympho cytes. Within null cell leukemia, the most commonly identified and proba bly the largest subgroup is Ia+, cALL+, T”, E _, slg-. -
Effect of the Philadelphia Chromosome on Minimal Residual Disease In
Leukemia (1997) 11, 1497–1500 1997 Stockton Press All rights reserved 0887-6924/97$12.00 Effect of the Philadelphia chromosome on minimal residual disease in acute lymphoblastic leukemia MJ Brisco1, PJ Sykes1, G Dolman1, S-H Neoh1, E Hughes1, L-M Peng2, G Tauro3, H Ekert3, I Toogood4, K Bradstock5 and AA Morley1 1Department of Haematology, Flinders Medical Centre, Bedford Park, South Australia; 2Department of Laboratory Medicine, School of Medicine, West China University of Medical Sciences, Chengdu, People’s Republic of China; 3Department of Haematology, Royal Childrens Hospital, Parkville, Victoria; 4Department of Haematology/Oncology, Womens and Childrens Hospital, North Adelaide, South Australia; and 5Department of Haematology, Westmead Hospital, Westmead, NSW, Australia The Philadelphia translocation is associated with a poor prog- number of leukemic cells remaining at the end of induction nosis in adults and children with acute lymphoblastic leukemia, provides a good approximation of the degree of drug resist- even though the majority of patients achieve remission. To test ance in vivo. the hypothesis that the translocation leads to drug resistance 6–10 in vivo, we studied 61 children and 20 adults with acute lym- Since the initial reports, a number of groups have phoblastic leukemia and used the level of minimal residual dis- developed sensitive methods to quantify minimal residual dis- ease at the end of induction as the measure of drug resistance ease (MRD) by use of the polymerase chain reaction (PCR). in vivo. In children -
REVIEW Clinical Relevance of Minimal Residual Disease Monitoring in Non
Leukemia (1999) 13, 1691–1695 1999 Stockton Press All rights reserved 0887-6924/99 $15.00 http://www.stockton-press.co.uk/leu REVIEW Clinical relevance of minimal residual disease monitoring in non-Hodgkin’s lymphomas: a critical reappraisal of molecular strategies P Corradini1, M Ladetto2, A Pileri2 and C Tarella2 1Bone Marrow Transplantation Unit, Istituto Scientifico HS Raffaele, Milan; and 2Divisione Universitaria di Ematologia–Azienda Ospedaliera S Giovanni Battista, Turin, Italy Although current treatments can induce clinical complete neoplasms. In the NHL setting, several studies have been pub- remissions in the vast majority of patients with indolent lym- lished on the prognostic significance of minimal residual dis- phoma, most of them actually relapse, because of the persist- ence of residual tumor cells which are undetectable using con- ease (MRD) detection. Most of these studies focus on indolent ventional diagnostic procedures. Polymerase chain reaction lymphomas: small lymphocytic lymphoma/chronic lympho- (PCR)-based methods are increasingly used for minimal cytic leukemia (SLL/CLL),17,18 follicular (FCL)19–21 and mantle residual disease detection (MRD), and provide useful prognos- cell lymphomas (MCL).20,22 This is mostly because these tic information. In this review, current approaches for MRD tumors, unlike more aggressive NHL histotypes, are dissemi- detection in indolent lymphomas are summarized. In addition, nated disorders with frequent microscopic or submicroscopic the prognostic aspects of molecular monitoring after transplan- tation procedures are discussed. The experience accumulated bone marrow (BM) and peripheral blood (PB) involvement, over the past decade shows that PCR analysis has a prognostic and thus they represent ideal targets for MRD evaluation with impact in several therapeutic programs including conventional PCR-based assays.23,24 and high-dose regimens. -
Research Article Segmentation of White Blood Cell from Acute Lymphoblastic Leukemia Images Using Dual-Threshold Method
Hindawi Publishing Corporation Computational and Mathematical Methods in Medicine Volume 2016, Article ID 9514707, 12 pages http://dx.doi.org/10.1155/2016/9514707 Research Article Segmentation of White Blood Cell from Acute Lymphoblastic Leukemia Images Using Dual-Threshold Method Yan Li,1,2 Rui Zhu,1 Lei Mi,1 Yihui Cao,1,2 and Di Yao3 1 State Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics of Chinese Academy of Sciences, Xi’an 710119, China 2University of Chinese Academy of Sciences, 52 Sanlihe Road, Beijing 100864, China 3Shenzhen Vivolight Medical Device and Technology Co., Ltd., Shenzhen 518000, China Correspondence should be addressed to Yan Li; [email protected] Received 30 December 2015; Revised 7 April 2016; Accepted 21 April 2016 Academic Editor: Jayaram K. Udupa Copyright © 2016 Yan Li et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. We propose a dual-threshold method based on a strategic combination of RGB and HSV color space for white blood cell (WBC) segmentation. The proposed method consists of three main parts: preprocessing, threshold segmentation, and postprocessing. In the preprocessing part, we get two images for further processing: one contrast-stretched gray image and one H component image from transformed HSV color space. In the threshold segmentationpart,adual-thresholdmethodisproposedforimprovingthe conventional single-threshold approaches and a golden section search method is used for determining the optimal thresholds. For the postprocessing part, mathematical morphology and median filtering are utilized to denoise and remove incomplete WBCs. -
How Close Are We to Incorporating Measurable Residual Disease Into
REVIEW ARTICLE How close are we to incorporating Ferrata Storti Foundation measurable residual disease into clinical practice for acute myeloid leukemia? Nicholas J. Short and Farhad Ravandi Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA Haematologica 2019 ABSTRACT Volume 104(8):1532-1541 ssessment of measurable residual disease, also called “minimal resid - ual disease,” in patients with acute myeloid leukemia in morpholog - Aical remission provides powerful prognostic information and comple - ments pretreatment factors such as cytogenetics and genomic alterations. Based on data that low levels of persistent or recurrent residual leukemia are consistently associated with an increased risk of relapse and worse long- term outcomes, its routine assessment has been recommended by some experts and consensus guidelines. In addition to providing important prog - nostic information, the detection of measurable residual disease may also theoretically help to determine the optimal post-remission strategy for an individual patient. However, the full therapeutic implications of measurable residual disease are uncertain and thus controversy exists as to whether it should be routinely incorporated into clinical practice. While some evidence supports the use of allogeneic stem cell transplantation or hypomethylating agents for some subgroups of patients in morphological remission but with detectable residual leukemia, the appropriate use of this information in mak - ing clinical decisions remains largely speculative at present. To resolve this pressing clinical issue, several ongoing studies are evaluating measurable Correspondence: residual disease-directed treatments in acute myeloid leukemia and may FARHAD RAVANDI lead to new, effective strategies for patients in these circumstances. This [email protected] review examines the common technologies used in clinical practice and in the research setting to detect residual leukemia, the major clinical studies Received: February 8, 2019. -
A Hybrid Deep Learning Architecture for Leukemic B-Lymphoblast Classification
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification Sara Hosseinzadeh Kassani Peyman Hosseinzadeh Kassani Michal J. Wesolowski Department of Computer Science Department of Biomedical Engineering Department of Medical Imaging University of Saskatchewan University of Tulane University of Saskatchewan Saskatoon, Canada New Orleans, USA Saskatoon, Canada [email protected] [email protected] [email protected] Kevin A. Schneider Ralph Deters Department of Computer Science Department of Computer Science University of Saskatchewan University of Saskatchewan Saskatoon, Canada Saskatoon, Canada [email protected] [email protected] Abstract—Automatic detection of leukemic B-lymphoblast can- diagnosed and about 1500 patients are expected to die of ALL, cer in microscopic images is very challenging due to the com- including both children and adults, in the United States. The plicated nature of histopathological structures. To tackle this risk of getting ALL is slightly higher in males than females, issue, an automatic and robust diagnostic system is required for early detection and treatment. In this paper, an automated and higher in whites than African-Americans. However, if deep learning-based method is proposed to distinguish between leukemia is diagnosed in its early stages, it is highly curable immature leukemic blasts and normal cells. The proposed deep and increases the survival rate of the patients. Considering learning based hybrid method, which is enriched by different data the large-scale of histopathology images, assessment of the augmentation techniques, is able to extract high-level features images in a conventional way can be laborious, error-prone from input images. Results demonstrate that the proposed model yields better prediction than individual models for Leukemic B- and hugely time-consuming since some images are highly vari- lymphoblast classification with 96.17% overall accuracy, 95.17% able in morphology which is difficult to analyze. -
Cancer and the Immune System an Overview of Recent Publications Featuring Illumina® Technology 2 Cancer and the Immune System TABLE of CONTENTS
Cancer and the Immune System An Overview of Recent Publications Featuring Illumina® Technology 2 Cancer and the Immune System TABLE OF CONTENTS 04 Introduction 05 Dendritic cells 07 T-Cell Repertoire 09 Intratumoral T-Cells 11 Single Cells and TCR Sequencing 14 Cancer antigens 18 Cancer Immunoediting 20 Tumor Microenvironment 22 Cancer Immunotherapy 25 Hematological Malignancies 28 Tracking Malignant Lymphocytes 30 Bibliography Cancer and the Immune System 3 INTRODUCTION Advances in high-throughput sequencing have dramatically improved our knowledge of the cancer genome and the intracellular mechanisms involved in tumor progression and response to treatment. While the primary focus to date has been on the cancer cell, this technology can also be used to understand the interaction of the tumor cells and the cells in the surrounding tumor microenvironment. The tumor microenvironment is defined as the cellular environment in which the tumor exists. This includes surrounding blood vessels, immune cells, fibroblasts, other cells, signaling molecules, and the extracellular matrix. Expression analysis of the RNA levels can be used to determine the activation of pathways in the tumor microenvironment. Since common signaling pathways are involved in manifestation of several hallmarks of cancer, including cancer cell proliferation, survival, invasion, metastasis, and immunosuppression, targeting these shared signaling pathways in combination with immunotherapy may be a promising strategy for cancer treatment1. It is important to note that RNA-seq has the potential to track the activation of individual clones, which could ultimately lead to personalized treatment2,3. The human adaptive immune system provides protection against an enormous variety of pathogens and well as tumors. -
Minimal Residual Disease Detection in Mantle Cell Lymphoma
Original Article Minimal residual disease detection in mantle cell lymphoma: methods and significance of four-color flow cytometry compared to consensus IGH-polymerase chain reaction at initial staging and for follow-up examinations Sebastian Böttcher,1 Matthias Ritgen,1 Sebastian Buske,1 Stefan Gesk,2 Wolfram Klapper,3 Eva Hoster,4 Wolfgang Hiddemann,4 Michael Unterhalt,4 Martin Dreyling,4 Reiner Siebert,2 Michael Kneba,1 and Christiane Pott1 on behalf of the EU MCL MRD Group 1University of Schleswig-Holstein, Campus Kiel, 2nd Department of Medicine, Kiel, Germany; 2University of Schleswig-Holstein, Campus Kiel, Institute of Human Genetics, Kiel, Germany; 3Department of Haematopathology and Lymph Node Registry Kiel, University of Schleswig-Holstein, Campus Kiel, Germany and 4Department of Internal Medicine III, University of Munich, Hospital Grosshadern, Munich, Germany Citation: Böttcher S, Ritgen M, Buske S, Gesk S, Klapper W, Hoster E, Hiddemann W, Unterhalt M, Dreyling M, Siebert R, Kneba M and Pott C on behalf of the EU MCL MRD Group. Minimal residual disease detection in mantle cell lymphoma: methods and significance of four-color flow cytometry compared to consensus IGH-polymerase chain reaction at initial staging and for follow-up examinations. Haematologica 2008 Apr; 93(4):XXX-XXX. doi: 10.3324/haematol.11267 Treatment protocols as published by the BIOMED-2 Concerted Action.3 FAM- labeled PCR products were size separated on a high-resolu- Untreated patients with Ann Arbor stage II to IV MCL tion polyacrylamide gel and laser-induced fluorescence ana- were eligible for inclusion in the trials. Computed tomogra- lyzed using an ABI 310 genetic analyzer (Applied phy (CT) examinations of neck, chest, abdomen, and pelvis Biosystems, ABI, Darmstadt, Germany) as described previ- as well as bone marrow biopsies for cytology and histology ously (GeneScanning).4 In case of a polyclonal signal after (in general assessed by local pathologists) were mandatory FR1-IGH PCR, FR2- and FR3-IGH primer sets were used in for initial staging. -
Cytotoxic T-Lymphocyte Response to Autologous Human Squamous Cell Cancer of the Lung: Epitope Reconstitution with Peptides Extracted from HLA-Aw68'
[CANCER RESEARCH 54, 2731—2737,May 15, 1994) Cytotoxic T-Lymphocyte Response to Autologous Human Squamous Cell Cancer of the Lung: Epitope Reconstitution with Peptides Extracted from HLA-Aw68' Craig L Slingluff, Jr.,2 Andrea L Cox, John M. Stover, Jr., Marcia M. Moore, Donald F. Hunt, and Victor H. Engeihard Departments ofSurgery (C. L S., J. M. S., M. M. MI, Chemistrj [A. L. C., D. F. H.J, and Mkrobiology [V. H. E.J, University of Virginia, Charlottesville, Virginia 22908 ABSTRACT associated peptides, MHC-unrestricted tumor-specific CTLs have also been described (ii, 12): the peptide backbone of a mucin Cytotoxic T-lymphocytes (Cfls) specific for autologous human squa molecule appears to be the target for some CTLs specific for mom cell cancer of the lung were generated by stimulation of peripheral blood lymphocytes with autologous tumor cells in vitro. The Cl@Lline was carcinomas of the pancreas and of the breast. It is believed that >97% @1J3+,CD8@,CD16andproducedtumornecrosisfactor-a,y-in identification of the peptide epitopes for tumor-specific CTLs will terferon, and granulocyte-macrophage colony-stimulating factor after impact our understanding of the host:tumor relationship and may stimulation with autologous tumor. The CTLs lysed autologous tumor but permit the rational development of novel immunotherapeutic strat failed to recognize autologous or histocompatability leukocyte antigen egies to treat patients with cancer. Although there is evidence of an matched lymphoid cells, K562, or allogeneic tumor cells of several histo immune response to lung cancer, little is known about the target logical types. Antibody-blocking studies suggested that the CTLs re antigens for lung cancer-specific CTLs.