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Omdahl KI, Bermea RS, Fleming R, Kimler K, Kaminski J, Hariri LP, Ly A, Rui X, Cagnin L, Lane J, Gerdemann U, Blazar BR, Tkachev V, Kean LS. Organ-specific microenvironments drive divergent T cell evolution in acute graft-versus-host disease. Sci Transl Med 2025; 17:eads1298. [PMID: 39879321 DOI: 10.1126/scitranslmed.ads1298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 10/28/2024] [Indexed: 01/31/2025]
Abstract
Tissue-specific T cell immune responses play a critical role in maintaining organ health but can also drive immune pathology during both autoimmunity and alloimmunity. The mechanisms controlling intratissue T cell programming remain unclear. Here, we leveraged a nonhuman primate model of acute graft-versus-host disease (aGVHD) after allogeneic hematopoietic stem cell transplantation to probe the biological underpinnings of tissue-specific alloimmune disease using a comprehensive systems immunology approach including multiparameter flow cytometry, population-based transcriptional profiling, and multiplexed single-cell RNA sequencing and TCR sequencing. Transcriptional profiling revealed substantial biological differences between T cells infiltrating the lung and liver during aGVHD. These included enrichment for transcriptional pathways controlling extracellular matrix remodeling and chemotaxis in the lung and enrichment for transcriptional pathways linked to nucleic acid metabolism and proliferation in the liver. Single-cell RNA sequencing and TCR sequencing substantiated divergent organ-specific transcriptional programing of tissue-infiltrating T cells, which was linked to clonal expansion, with expanded clones progressively enriched for C-X3-C motif chemokine receptor 1 (CX3CR1)-expressing CD8 effector T cells in the lung and eomesodermin (EOMES)-expressing CD8 effector-memory T cells in the liver. This divergent evolution of T cells was maintained even for T cells sharing the same TCRs, indicating its independence from antigen specificity. Together, these results provide insights into the role that tissue microenvironment-derived signals play in local T cell transcriptional programming during alloimmune-mediated clonal expansion and suggest potential opportunities to develop tissue-specific therapeutics to curtail pathogenic immunity after transplant.
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Affiliation(s)
- Kayleigh Ingersoll Omdahl
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Rene S Bermea
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Lung Transplant Program, Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for Transplantation Sciences, Massachusetts General Hospital, Boston, MA 02129, USA
| | - Ryan Fleming
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Kyle Kimler
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - James Kaminski
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Lida P Hariri
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Amy Ly
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Xianliang Rui
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Lorenzo Cagnin
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Jennifer Lane
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Ulrike Gerdemann
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Bruce R Blazar
- Division of Pediatric Blood and Marrow Transplantation & Cellular Therapy, Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Victor Tkachev
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Center for Transplantation Sciences, Massachusetts General Hospital, Boston, MA 02129, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Leslie S Kean
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
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Kaminski J, Fleming RA, Alvarez-Calderon F, Winschel MB, McGuckin C, Ho EE, Eng F, Rui X, Keskula P, Cagnin L, Charles J, Zavistaski J, Margossian SP, Kapadia MA, Rottman JB, Lane J, Baumeister SHC, Tkachev V, Shalek AK, Kean LS, Gerdemann U. B-cell-directed CAR T-cell therapy activates CD8+ cytotoxic CARneg bystander T cells in patients and nonhuman primates. Blood 2024; 144:46-60. [PMID: 38558106 PMCID: PMC11561542 DOI: 10.1182/blood.2023022717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 02/23/2024] [Accepted: 03/16/2024] [Indexed: 04/04/2024] Open
Abstract
ABSTRACT Chimeric antigen receptor (CAR) T cells hold promise as a therapy for B-cell-derived malignancies, and despite their impressive initial response rates, a significant proportion of patients ultimately experience relapse. Although recent studies have explored the mechanisms of in vivo CAR T-cell function, little is understood about the activation of surrounding CARneg bystander T cells and their potential to enhance tumor responses. We performed single-cell RNA sequencing on nonhuman primate (NHP) and patient-derived T cells to identify the phenotypic and transcriptomic hallmarks of bystander activation of CARneg T cells following B-cell-targeted CAR T-cell therapy. Using a highly translatable CD20 CAR NHP model, we observed a distinct population of activated CD8+ CARneg T cells emerging during CAR T-cell expansion. These bystander CD8+ CARneg T cells exhibited a unique transcriptional signature with upregulation of natural killer-cell markers (KIR3DL2, CD160, and KLRD1), chemokines, and chemokine receptors (CCL5, XCL1, and CCR9), and downregulation of naïve T-cell-associated genes (SELL and CD28). A transcriptionally similar population was identified in patients after a tisagenlecleucel infusion. Mechanistic studies revealed that interleukin-2 (IL-2) and IL-15 exposure induced bystander-like CD8+ T cells in a dose-dependent manner. In vitro activated and patient-derived T cells with a bystander phenotype efficiently killed leukemic cells through a T-cell receptor-independent mechanism. Collectively, to our knowledge, these data provide the first comprehensive identification and profiling of CARneg bystander CD8+ T cells following B-cell-targeting CAR T-cell therapy and suggest a novel mechanism through which CAR T-cell infusion might trigger enhanced antileukemic responses. Patient samples were obtained from the trial #NCT03369353, registered at www.ClinicalTrials.gov.
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Affiliation(s)
- James Kaminski
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - Ryan A. Fleming
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Francesca Alvarez-Calderon
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Marlana B. Winschel
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Connor McGuckin
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | | | | | - Xianliang Rui
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Paula Keskula
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Lorenzo Cagnin
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Joanne Charles
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Jillian Zavistaski
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
| | - Steven P. Margossian
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Malika A. Kapadia
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | | | - Jennifer Lane
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Center for Transplantation Sciences, Massachusetts General Hospital, Boston, MA
| | - Susanne H. C. Baumeister
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Victor Tkachev
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Center for Transplantation Sciences, Massachusetts General Hospital, Boston, MA
| | - Alex K. Shalek
- Broad Institute of MIT and Harvard, Cambridge, MA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA
- Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Cambridge, MA
| | - Leslie S. Kean
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Ulrike Gerdemann
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
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Buxbaum NP, Socié G, Hill GR, MacDonald KPA, Tkachev V, Teshima T, Lee SJ, Ritz J, Sarantopoulos S, Luznik L, Zeng D, Paczesny S, Martin PJ, Pavletic SZ, Schultz KR, Blazar BR. Chronic GvHD NIH Consensus Project Biology Task Force: evolving path to personalized treatment of chronic GvHD. Blood Adv 2023; 7:4886-4902. [PMID: 36322878 PMCID: PMC10463203 DOI: 10.1182/bloodadvances.2022007611] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 10/26/2022] [Accepted: 10/26/2022] [Indexed: 01/26/2023] Open
Abstract
Chronic graft-versus-host disease (cGvHD) remains a prominent barrier to allogeneic hematopoietic stem cell transplantion as the leading cause of nonrelapse mortality and significant morbidity. Tremendous progress has been achieved in both the understanding of pathophysiology and the development of new therapies for cGvHD. Although our field has historically approached treatment from an empiric position, research performed at the bedside and bench has elucidated some of the complex pathophysiology of cGvHD. From the clinical perspective, there is significant variability of disease manifestations between individual patients, pointing to diverse biological underpinnings. Capitalizing on progress made to date, the field is now focused on establishing personalized approaches to treatment. The intent of this article is to concisely review recent knowledge gained and formulate a path toward patient-specific cGvHD therapy.
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Affiliation(s)
- Nataliya P. Buxbaum
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Gerard Socié
- Hematology-Transplantation, Assistance Publique-Hopitaux de Paris & University of Paris – INSERM UMR 676, Hospital Saint Louis, Paris, France
| | - Geoffrey R. Hill
- Division of Medical Oncology, The University of Washington, Seattle, WA
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Kelli P. A. MacDonald
- Department of Immunology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Victor Tkachev
- Division of Hematology/Oncology, Boston Children's Hospital, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Takanori Teshima
- Department of Hematology, Hokkaido University Faculty of Medicine, Sapporo, Japan
| | - Stephanie J. Lee
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Jerome Ritz
- Dana-Farber Cancer Institute, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA
| | - Stefanie Sarantopoulos
- Department of Medicine, Division of Hematologic Malignancies and Cellular Therapy, Duke University Medical Center, Duke Cancer Institute, Durham, NC
| | - Leo Luznik
- Division of Hematologic Malignancies, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Defu Zeng
- Arthur D. Riggs Diabetes and Metabolism Research Institute, The Beckman Research Institute, Hematologic Maligancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA
| | - Sophie Paczesny
- Department of Microbiology and Immunology and Cancer Immunology Program, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC
| | - Paul J. Martin
- Division of Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Steven Z. Pavletic
- Immune Deficiency Cellular Therapy Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Kirk R. Schultz
- Michael Cuccione Childhood Cancer Research Program, British Columbia Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Bruce R. Blazar
- Department of Pediatrics, Division of Blood & Marrow Transplant & Cellular Therapy, University of Minnesota, Minneappolis, MN
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Frank ML, Lu K, Erdogan C, Han Y, Hu J, Wang T, Heymach JV, Zhang J, Reuben A. T-Cell Receptor Repertoire Sequencing in the Era of Cancer Immunotherapy. Clin Cancer Res 2023; 29:994-1008. [PMID: 36413126 PMCID: PMC10011887 DOI: 10.1158/1078-0432.ccr-22-2469] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/07/2022] [Accepted: 11/14/2022] [Indexed: 11/23/2022]
Abstract
T cells are integral components of the adaptive immune system, and their responses are mediated by unique T-cell receptors (TCR) that recognize specific antigens from a variety of biological contexts. As a result, analyzing the T-cell repertoire offers a better understanding of immune responses and of diseases like cancer. Next-generation sequencing technologies have greatly enabled the high-throughput analysis of the TCR repertoire. On the basis of our extensive experience in the field from the past decade, we provide an overview of TCR sequencing, from the initial library preparation steps to sequencing and analysis methods and finally to functional validation techniques. With regards to data analysis, we detail important TCR repertoire metrics and present several computational tools for predicting antigen specificity. Finally, we highlight important applications of TCR sequencing and repertoire analysis to understanding tumor biology and developing cancer immunotherapies.
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Affiliation(s)
- Meredith L. Frank
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
| | - Kaylene Lu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Can Erdogan
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Rice University, Houston, Texas
| | - Yi Han
- Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Jian Hu
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tao Wang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas
- Center for the Genetics of Host Defense, University of Texas Southwestern Medical Center, Dallas, Texas
| | - John V. Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
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Wu C, Liang JA, Brenchley JM, Shin T, Fan X, Mortlock RD, Abraham D, Allan DS, Thomas ML, Hong S, Dunbar CE. Barcode clonal tracking of tissue-resident immune cells in rhesus macaque highlights distinct clonal distribution pattern of tissue NK cells. Front Immunol 2022; 13:994498. [PMID: 36605190 PMCID: PMC9808525 DOI: 10.3389/fimmu.2022.994498] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/20/2022] [Indexed: 11/12/2022] Open
Abstract
Tissue resident (TR) immune cells play important roles in facilitating tissue homeostasis, coordinating immune responses against infections and tumors, and maintaining immunological memory. While studies have shown these cells are distinct phenotypically and functionally from cells found in the peripheral blood (PB), the clonal relationship between these populations across tissues has not been comprehensively studied in primates or humans. We utilized autologous transplantation of rhesus macaque hematopoietic stem and progenitor cells containing high diversity barcodes to track the clonal distribution of T, B, myeloid and natural killer (NK) cell populations across tissues, including liver, spleen, lung, and gastrointestinal (GI) tract, in comparison with PB longitudinally post-transplantation, in particular we focused on NK cells which do not contain endogenous clonal markers and have not been previously studied in this context. T cells demonstrated tissue-specific clonal expansions as expected, both overlapping and distinct from blood T cells. In contrast, B and myeloid cells showed a much more homogeneous clonal pattern across various tissues and the blood. The clonal distribution of TR NK was more heterogenous between individual animals. In some animals, as we have previously reported, we observed large PB clonal expansions in mature CD56-CD16+ NK cells. Notably, we found a separate set of highly expanded PB clones in CD16-CD56- (DN) NK subset that were also contributing to TR NK cells in all tissues examined, both in TR CD56-CD16+ and DN populations but absent in CD56+16- TR NK across all tissues analyzed. Additionally, we observed sets of TR NK clones specific to individual tissues such as lung or GI tract and sets of TR NK clones shared across liver and spleen, distinct from other tissues. Combined with prior functional data that suggests NK memory is restricted to liver or other TR NK cells, these clonally expanded TR NK cells may be of interest for future investigation into NK cell tissue immunological memory, with implications for development of NK based immunotherapies and an understanding of NK memory.
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Affiliation(s)
- Chuanfeng Wu
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Jialiu A. Liang
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Jason M. Brenchley
- Barrier Immunity Section, Lab of Viral Diseases, National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, United States
| | - Taehoon Shin
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Xing Fan
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Ryland D. Mortlock
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Diana M. Abraham
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - David S.J. Allan
- Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Marvin L. Thomas
- Division of Veterinary Resources, Office of Research Services, National Institutes of Health, Bethesda, MD, United States
| | - So Gun Hong
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
| | - Cynthia E. Dunbar
- Translational Stem Cell Biology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health (NIH), Bethesda, MD, United States
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