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Yang D, Peng X, Zheng S, Peng S. Deep learning-based prediction of autoimmune diseases. Sci Rep 2025; 15:4576. [PMID: 39920178 PMCID: PMC11806040 DOI: 10.1038/s41598-025-88477-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 01/28/2025] [Indexed: 02/09/2025] Open
Abstract
Autoimmune Diseases are a complex group of diseases caused by the immune system mistakenly attacking body tissues. Their etiology involves multiple factors such as genetics, environmental factors, and abnormalities in immune cells, making prediction and treatment challenging. T cells, as a core component of the immune system, play a critical role in the human immune system and have a significant impact on the pathogenesis of autoimmune diseases. Several studies have demonstrated that T-cell receptors (TCRs) may be involved in the pathogenesis of various autoimmune diseases, which provides strong theoretical support and new therapeutic targets for the prediction and treatment of autoimmune diseases. This study focuses on the prediction of several autoimmune diseases mediated by T cells, and proposes two models: one is the AutoY model based on convolutional neural networks, and the other is the LSTMY model, a bidirectional LSTM network model that integrates the attention mechanism. Experimental results show that both models exhibit good performance in the prediction of the four autoimmune diseases, with the AutoY model performing slightly better in comparison. In particular, the average area under the ROC curve (AUC) of the AutoY model exceeded 0.93 in the prediction of all the diseases, and the AUC value reached 0.99 in two diseases, type 1 diabetes and multiple sclerosis. These results demonstrate the high accuracy, stability, and good generalization ability of the two models, which makes them promising tools in the field of autoimmune disease prediction and provides support for the use of the TCR bank for the noninvasive detection of autoimmune disease non-invasive detection is supported.
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Affiliation(s)
- Donghong Yang
- School of Information Engineering, Jingdezhen Ceramic University, Jingdezhen, 333403, China
| | - Xin Peng
- School of Information Engineering, Jingdezhen Ceramic University, Jingdezhen, 333403, China
| | - Senlin Zheng
- Third Institute of Oceanography, Ministry of Natural Resources, Xiamen, 361005, China
| | - Shenglan Peng
- School of Information Engineering, Jingdezhen Ceramic University, Jingdezhen, 333403, China.
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2
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Enache A, Carty SA, Babushok DV. Origins of T-cell-mediated autoimmunity in acquired aplastic anaemia. Br J Haematol 2025. [PMID: 39836983 DOI: 10.1111/bjh.19993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 12/28/2024] [Indexed: 01/23/2025]
Abstract
Acquired aplastic anaemia (AA) is an autoimmune bone marrow failure disease resulting from a cytotoxic T-cell-mediated attack on haematopoietic stem and progenitor cells (HSPCs). Despite significant progress in understanding the T-cell repertoire alterations in AA, identifying specific pathogenic T cells in AA patients has remained elusive, primarily due to the unknown antigenic targets of the autoimmune attack. In this review, we will synthesize findings from several decades of research to critically evaluate the current knowledge on T-cell repertoires in AA. We will highlight new insights gained from recent in vitro studies of candidate autoreactive T cells isolated from AA patients and will discuss efforts to identify shared T-cell clonotypes in AA. Finally, we will discuss emerging evidence on the potential T-cell cross-reactivity between HSPC and common viral epitopes that may contribute to the development of AA in some patients. We conclude by highlighting the areas of consensus and limitations, as well as the ongoing uncertainties, and we identify promising directions for future research in the field.
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Affiliation(s)
- Aura Enache
- Drexel University College of Medicine, Drexel University, Philadelphia, Pennsylvania, USA
- Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Shannon A Carty
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Daria V Babushok
- Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Comprehensive Bone Marrow Failure Center, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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3
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Zhang J, Liu T, Duan Y, Chang Y, Chang L, Liu C, Chen X, Cheng X, Li T, Yang W, Chen X, Guo Y, Chen Y, Zou Y, Zhang L, Zhu X, Zhang Y. Single-cell analysis highlights a population of Th17-polarized CD4+ naïve T cells showing IL6/JAK3/STAT3 activation in pediatric severe aplastic anemia. J Autoimmun 2023; 136:103026. [PMID: 37001436 DOI: 10.1016/j.jaut.2023.103026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 02/08/2023] [Accepted: 03/04/2023] [Indexed: 03/30/2023]
Abstract
Acquired aplastic anemia (AA) is recognized as an immune-mediated disorder resulting from active destruction of hematopoietic cells in bone marrow (BM) by effector T lymphocytes. Bulk genomic landscape analysis and transcriptomic profiling have contributed to a better understanding of the recurrent cytogenetic abnormalities and immunologic cues associated with the onset of hematopoietic destruction. However, the functional mechanistic determinants underlying the complexity of heterogeneous T lymphocyte populations as well as their correlation with clinical outcomes remain to be elucidated. To uncover dysfunctional mechanisms acting within the heterogeneous marrow-infiltrating immune environment and examine their pathogenic interplay with the hematopoietic stem/progenitor pool, we exploited single-cell mass cytometry for BM mononuclear cells of severe AA (SAA) patients pre- and post-immunosuppressive therapy, in contrast to those of healthy donors. Alignment of BM cellular composition with hematopoietic developmental trajectories revealed potential functional roles for non-canonically activated CD4+ naïve T cells in newly-diagnosed pediatric cases of SAA. Furthermore, single-cell transcriptomic profiling highlighted a population of Th17-polarized CD4+CAMK4+ naïve T cells showing activation of the IL-6/JAK3/STAT3 pathway, while gene signature dissection indicated a predisposition to proinflammatory pathogenesis. Retrospective validation from our SAA cohort of 231 patients revealed high plasma levels of IL-6 as an independent risk factor of delayed hematopoietic response to antithymocyte globulin-based immunosuppressive therapy. Thus, IL-6 warrants further investigation as a putative therapeutic target in SAA.
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Clonal expansion of CD8+ T cells reflects graft-versus-leukemia activity and precedes durable remission following DLI. Blood Adv 2021; 5:4485-4499. [PMID: 34535011 PMCID: PMC8579265 DOI: 10.1182/bloodadvances.2020004073] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 07/05/2021] [Indexed: 11/30/2022] Open
Abstract
GVL activity in patients receiving DLI for relapse after allogeneic hematopoietic stem cell transplantation is associated with clonal expansion of CD8+ T cells. Absence of clonal expansion of the CD8+TRB repertoire after DLI predicts relapse at a median time of 11.2 months before clinical diagnosis.
Donor lymphocyte infusion (DLI) is a standard of care for relapse of acute myeloid leukemia after allogeneic hematopoietic stem cell transplantation. Currently it is poorly understood how and when CD8+ αβ T cells exert graft-versus-leukemia (GVL) activity after DLI. Also, there is no reliable biomarker to monitor GVL activity of the infused CD8+ T cells. Therefore, we analyzed the dynamics of CD8+ αβ T-cell clones in patients with DLI. In this prospective clinical study of 29 patients, we performed deep T-cell receptor β (TRB ) sequencing of sorted CD8+ αβ T cells to track patients’ repertoire changes in response to DLI. Upon first occurrence of GVL, longitudinal analyses revealed a preferential expansion of distinct CD8+TRB clones (n = 14). This did not occur in samples of patients without signs of GVL (n = 11). Importantly, early repertoire changes 15 days after DLI predicted durable remission for the 36-month study follow-up. Furthermore, absence of clonal outgrowth of the CD8+TRB repertoire after DLI was an early biomarker that predicted relapse at a median time of 11.2 months ahead of actual diagnosis. Additionally, unbiased sample analysis regardless of the clinical outcome revealed that patients with decreasing CD8+TRB diversity at day 15 after DLI (n = 13) had a lower relapse incidence (P = .0040) compared with patients without clonal expansion (n = 6). In conclusion, CD8+TRB analysis may provide a reliable tool for predicting the efficacy of DLI and holds the potential to identify patients at risk for progression and relapse after DLI.
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Watkins TS, Miles JJ. The human T-cell receptor repertoire in health and disease and potential for omics integration. Immunol Cell Biol 2020; 99:135-145. [PMID: 32677130 DOI: 10.1111/imcb.12377] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 07/07/2020] [Accepted: 07/12/2020] [Indexed: 12/11/2022]
Abstract
The adaptive immune system arose 600 million years ago in a cold-blooded fish. Over countless generations, our antecedents tuned the function of the T-cell receptor (TCR). The TCR system is arguably the most complex known to science. The TCR evolved hypervariability to fight the hypervariability of pathogens and cancers that look to consume our resources. This review describes the genetics and architecture of the human TCR and highlights surprising new discoveries over the past years that have disproved very old dogmas. The standardization of TCR sequencing data is discussed in preparation for big data bioinformatics and predictive analysis. We next catalogue new signatures and phenomenon discovered by TCR next generation sequencing (NGS) in health and disease and work that remain to be done in this space. Finally, we discuss how TCR NGS can add to immunodiagnostics and integrate with other omics platforms for both a deeper understanding of TCR biology and its use in the clinical setting.
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Affiliation(s)
- Thomas S Watkins
- The Australian Institute of Tropical Health and Medicine (AITHM), James Cook University, Cairns, QLD, Australia.,Centre for Molecular Therapeutics, James Cook University, Cairns, QLD, Australia.,Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Cairns, QLD, Australia
| | - John J Miles
- The Australian Institute of Tropical Health and Medicine (AITHM), James Cook University, Cairns, QLD, Australia.,Centre for Molecular Therapeutics, James Cook University, Cairns, QLD, Australia.,Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Cairns, QLD, Australia
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6
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Aschauer C, Jelencsics K, Hu K, Heinzel A, Vetter J, Fraunhofer T, Schaller S, Winkler S, Pimenov L, Gualdoni GA, Eder M, Kainz A, Regele H, Reindl-Schwaighofer R, Oberbauer R. Next generation sequencing based assessment of the alloreactive T cell receptor repertoire in kidney transplant patients during rejection: a prospective cohort study. BMC Nephrol 2019; 20:346. [PMID: 31477052 PMCID: PMC6719356 DOI: 10.1186/s12882-019-1541-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 08/27/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Kidney transplantation is the optimal treatment in end stage renal disease but the allograft survival is still hampered by immune reactions against the allograft. This process is driven by the recognition of allogenic antigens presented to T-cells and their unique T-cell receptor (TCR) via the major histocompatibility complex (MHC), which triggers a complex immune response potentially leading to graft injury. Although the immune system and kidney transplantation have been studied extensively, the subtlety of alloreactive immune responses has impeded sensitive detection at an early stage. Next generation sequencing of the TCR enables us to monitor alloreactive T-cell populations and might thus allow the detection of early rejection events. METHODS/DESIGN This is a prospective cohort study designed to sequentially evaluate the alloreactive T cell repertoire after kidney transplantation. The TCR repertoire of patients who developed biopsy confirmed acute T cell mediated rejection (TCMR) will be compared to patients without rejection. To track the alloreactive subsets we will perform a mixed lymphocyte reaction between kidney donor and recipient before transplantation and define the alloreactive TCR repertoire by next generation sequencing of the complementary determining region 3 (CDR3) of the T cell receptor beta chain. After initial clonotype assembly from sequencing reads, TCR repertoire diversity and clonal expansion of T cells of kidney transplant recipients in periphery and kidney biopsy will be analyzed for changes after transplantation, during, prior or after a rejection. The goal of this study is to describe changes of overall T cell repertoire diversity, clonality in kidney transplant recipients, define and track alloreactive T cells in the posttransplant course and decipher patterns of expanded alloreactive T cells in acute cellular rejection to find an alternative monitoring to invasive and delayed diagnostic procedures. DISCUSSION Changes of the T cell repertoire and tracking of alloreactive T cell clones after combined bone marrow and kidney transplant has proven to be of potential use to monitor the donor directed alloresponse. The dynamics of the donor specific T cells in regular kidney transplant recipients in rejection still rests elusive and can give further insights in human alloresponse. TRIAL REGISTRATION Clinicaltrials.gov: NCT03422224 , registered February 5th 2018.
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Affiliation(s)
- Constantin Aschauer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Kira Jelencsics
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Karin Hu
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Andreas Heinzel
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Julia Vetter
- Bioinformatics Research Group, University of Applied Sciences Upper Austria, Softwarepark 13, 4232, Hagenberg im Muehlkreis, Austria
| | - Thomas Fraunhofer
- Bioinformatics Research Group, University of Applied Sciences Upper Austria, Softwarepark 13, 4232, Hagenberg im Muehlkreis, Austria
| | - Susanne Schaller
- Bioinformatics Research Group, University of Applied Sciences Upper Austria, Softwarepark 13, 4232, Hagenberg im Muehlkreis, Austria
| | - Stephan Winkler
- Bioinformatics Research Group, University of Applied Sciences Upper Austria, Softwarepark 13, 4232, Hagenberg im Muehlkreis, Austria
| | - Lisabeth Pimenov
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Guido A Gualdoni
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Michael Eder
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Alexander Kainz
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Heinz Regele
- Department of Pathology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Roman Reindl-Schwaighofer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Rainer Oberbauer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
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7
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Liang Q, Liu Z, Zhu C, Wang B, Liu X, Yang Y, Lv X, Mu H, Wang K. Intrahepatic T-Cell Receptor β Immune Repertoire Is Essential for Liver Regeneration. Hepatology 2018; 68:1977-1990. [PMID: 29704254 DOI: 10.1002/hep.30067] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 03/27/2018] [Accepted: 04/24/2018] [Indexed: 12/18/2022]
Abstract
T lymphocytes synergize with the cellular immune system to promote hepatocyte regeneration. The T-cell receptor (TCR) immune repertoire is closely associated with the host immune response and regenerative proliferation. High-throughput sequencing of TCR provides deep insight into monitoring the immune microenvironment. Here, we aimed to determine the role of the TCRβ immune repertoire in liver regeneration (LR). We investigated hepatic regeneration in TCRβ chain-deficient (tcrb-/- ) mice by two-thirds partial hepatectomy (PHx) method. Our results demonstrated that tcrb-/- mice revealed a reduced capacity for LR, which was characterized by impaired hepatocyte proliferation and enhanced hepatocyte apoptosis. Dysregulation of inflammatory signaling activation and inflammatory factors was observed in regenerated tcrb-/- livers. Simultaneously, significantly altered immunocyte levels and aberrant cytokine levels were observed during hepatic regeneration. In addition, we first determined the profile of the TCRβ immune repertoire during LR, indicating that PHx resulted in remarkably lower TCRβ diversity in intrahepatic T lymphocytes. Conclusion: Taken together, our data suggest that TCRβ deficiency gives a rise to aberrant intrahepatic immune microenvironment that impairs LR, and the TCRβ reconstitution is required for hepatic immunocyte recruitment and activation during LR.
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Affiliation(s)
- Qing Liang
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Zeyuan Liu
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Chao Zhu
- Department of Nephrology, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Bin Wang
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Xiaoke Liu
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Yanan Yang
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Xue Lv
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Haiyu Mu
- College of Basic Medicine, Qingdao University, Qingdao, China
| | - Kejia Wang
- College of Basic Medicine, Qingdao University, Qingdao, China
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8
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Luzzatto L, Risitano AM. Advances in understanding the pathogenesis of acquired aplastic anaemia. Br J Haematol 2018; 182:758-776. [DOI: 10.1111/bjh.15443] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Lucio Luzzatto
- Muhimbili University of Health and Allied Sciences; Dar-es-Salaam Tanzania
| | - Antonio M. Risitano
- Department of Clinical Medicine and Surgery; Federico II University; Naples Italy
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9
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Ou M, Zheng F, Zhang X, Liu S, Tang D, Zhu P, Qiu J, Dai Y. Integrated analysis of B‑cell and T‑cell receptors by high‑throughput sequencing reveals conserved repertoires in IgA nephropathy. Mol Med Rep 2018; 17:7027-7036. [PMID: 29568935 PMCID: PMC5928659 DOI: 10.3892/mmr.2018.8793] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 02/01/2018] [Indexed: 01/12/2023] Open
Abstract
Immunoglobulin A nephropathy (IgAN) is a type of glomerular disorder associated with immune dysregulation, and understanding B‑/T‑cell receptors (BCRs/TCRs) may be valuable for the development of specific immunotherapeutic interventions. In the present study, B and T cells were isolated from IgAN patients and healthy controls, and the composition of the BCR/TCR complementarity‑determining region (CDR)3 was analyzed by multiplex polymerase chain reaction, high‑throughput sequencing and bioinformatics. The present results revealed that the BCR/TCR CDR3 clones were expressed at very low frequencies, and the composition of clone types in patients with IgAN was skewed; the majority of clones were unique, and only 12 BCR and 228 TCR CDR3 clones were public ones, of which 16 were expressed at a significantly higher frequency in patients with IgAN (P<0.001). There were also certain conserved amino acid residues between unique clones or groups, and the residues GMDV, EQY and EQF were recurring only in the IgAN group. In addition, some VDJ gene recombinations indicated great variation between groups, including 4 high‑frequency VDJ gene recombinations in the IgAN patients (P<0.001). Immune repertoires provide novel information, and conserved BCR/TCR CDR3 clones and VDJ gene recombinations with great variation may be potential therapeutic targets for IgAN patients.
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Affiliation(s)
- Minglin Ou
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Fengping Zheng
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Xinzhou Zhang
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Song Liu
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Donge Tang
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
| | - Peng Zhu
- Lab Center of Shenzhen Pingshan People's Hospital, Shenzhen, Guangdong 518118, P.R. China
| | - Jingjun Qiu
- Lab Center of Shenzhen Pingshan People's Hospital, Shenzhen, Guangdong 518118, P.R. China
| | - Yong Dai
- Clinical Medical Research Center of Second Clinical Medical College, Jinan University, Shenzhen People's Hospital, Shenzhen, Guangdong 518020, P.R. China
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10
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Cheng C, Wang B, Gao L, Liu J, Chen X, Huang H, Zhao Z. Next generation sequencing reveals changes of the γδ T cell receptor repertoires in patients with pulmonary tuberculosis. Sci Rep 2018; 8:3956. [PMID: 29500378 PMCID: PMC5834497 DOI: 10.1038/s41598-018-22061-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 02/14/2018] [Indexed: 12/25/2022] Open
Abstract
Tuberculosis (TB) is a severe global threat to human health. The immune protection initiated by γδ T cells play an important role in mycobacterial infection. Vaccines for Mycobacterium tuberculosis (Mtb) based on γδ T cells provide a novel approach for TB control. In our previous studies, we found a preponderant complementarity-determining region 3 (CDR3) sequence of the γδ T cell receptor (TCR) in TB patients, and successfully identified a tuberculosis antigen that can effectively activate γδ T cells with a reverse genetic strategy. However, due to the throughput limitation of the method we used, the information we obtained about the γδ TCR repertoire and preponderant CDR3 sequences was limited. In this study, we introduced next generation sequencing (NGS) to study the γδ TCR CDR3 repertoires in TB patients. We found that the CDR3δ tended to be more polyclonal and CDR3γ tended to be longer in TB patients; the γδ T cells expressing CDR3 sequences using a Vγ9-JγP rearrangement expanded significantly during Mtb infection. We also identified new preponderant CDR3 sequences during Mtb infection. This study comprehensively characterized the γδ T cell receptor repertoire changes, and provides useful information for the development of new vaccines and adjuvants against TB.
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Affiliation(s)
- Chaofei Cheng
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Centre for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Bei Wang
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Centre for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China.,Clinical Immunology Center, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Lei Gao
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Centre for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Jianmin Liu
- The Sixth People's Hospital of Zhengzhou, Zhengzhou, 450015, China
| | - Xinchun Chen
- Department of Pathogen Biology, School of Medicine, Shenzhen University, Shenzhen, 518002, China.
| | - He Huang
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Centre for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China. .,Clinical Immunology Center, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China.
| | - Zhendong Zhao
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, and Centre for Tuberculosis Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China. .,Clinical Immunology Center, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China. .,CAMS-Oxford University International Center for Translational Immunology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China.
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11
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Gea-Banacloche J, Komanduri KV, Carpenter P, Paczesny S, Sarantopoulos S, Young JA, El Kassar N, Le RQ, Schultz KR, Griffith LM, Savani BN, Wingard JR. National Institutes of Health Hematopoietic Cell Transplantation Late Effects Initiative: The Immune Dysregulation and Pathobiology Working Group Report. Biol Blood Marrow Transplant 2017; 23:870-881. [PMID: 27751936 PMCID: PMC5392182 DOI: 10.1016/j.bbmt.2016.10.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 10/05/2016] [Indexed: 12/11/2022]
Abstract
Immune reconstitution after hematopoietic stem cell transplantation (HCT) beyond 1 year is not completely understood. Many transplant recipients who are free of graft-versus-host disease (GVHD) and not receiving any immunosuppression more than 1 year after transplantation seem to be able to mount appropriate immune responses to common pathogens and respond adequately to immunizations. However, 2 large registry studies over the last 2 decades seem to indicate that infection is a significant cause of late mortality in some patients, even in the absence of concomitant GVHD. Research on this topic is particularly challenging for several reasons. First, there are not enough long-term follow-up clinics able to measure even basic immune parameters late after HCT. Second, the correlation between laboratory measurements of immune function and infections is not well known. Third, accurate documentation of infectious episodes is notoriously difficult. Finally, it is unclear what measures can be implemented to improve the immune response in a clinically relevant way. A combination of long-term multicenter prospective studies that collect detailed infectious data and store samples as well as a national or multinational registry of clinically significant infections (eg, vaccine-preventable severe infections, opportunistic infections) could begin to address our knowledge gaps. Obtaining samples for laboratory evaluation of the immune system should be both calendar and eventdriven. Attention to detail and standardization of practices regarding prophylaxis, diagnosis, and definitions of infections would be of paramount importance to obtain clean reliable data. Laboratory studies should specifically address the neogenesis, maturation, and exhaustion of the adaptive immune system and, in particular, how these are influenced by persistent alloreactivity, inflammation, and viral infection. Ideally, some of these long-term prospective studies would collect information on long-term changes in the gut microbiome and their influence on immunity. Regarding enhancement of immune function, prospective measurement of the response to vaccines late after HCT in a variety of clinical settings should be undertaken to better understand the benefits as well as the limitations of immunizations. The role of intravenous immunoglobulin is still not well defined, and studies to address it should be encouraged.
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Affiliation(s)
- Juan Gea-Banacloche
- Experimental Transplantation and Immunology Branch, National Cancer Institute, Bethesda, Maryland.
| | - Krishna V Komanduri
- Sylvester Adult Stem Cell Transplant Program, University of Miami, Coral Gables, Florida
| | - Paul Carpenter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; University of Washington School of Medicine Pediatrics, Seattle, Washington
| | - Sophie Paczesny
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Stefanie Sarantopoulos
- Division of Hematological Malignancies and Cellular Therapy, Duke University Department of Medicine and Duke Cancer Institute, Durham, North Carolina
| | - Jo-Anne Young
- Division of Infectious Diseases and International Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Nahed El Kassar
- National Heart, Lung and Blood Institute, Bethesda, Maryland
| | - Robert Q Le
- Medical Officer, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland
| | - Kirk R Schultz
- Professor of Pediatrics, UBC, Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital and Research Institute, Vancouver, Canada
| | - Linda M Griffith
- Division of Allergy, Immunology and Transplantation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Bipin N Savani
- Long Term Transplant Clinic, Vanderbilt University Medical Center, Nashville, Tennessee
| | - John R Wingard
- University of Florida Health Cancer Center, Gainesville, Florida; Bone Marrow Transplant Program, Division of Hematology/Oncology, University of Florida College of Medicine, Gainesville, Florida
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12
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Identification of an HLA class I allele closely involved in the autoantigen presentation in acquired aplastic anemia. Blood 2017; 129:2908-2916. [DOI: 10.1182/blood-2016-11-752378] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Accepted: 02/20/2017] [Indexed: 12/26/2022] Open
Abstract
Key Points
Somatic mutations of HLA-B*40:02 are very frequently detected in granulocyte of patients with acquired aplastic anemia. Antigen presentation via HLA-B4002 may play a critical role in the pathophysiology of acquired aplastic anemia.
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Features of Hepatitis in Hepatitis-associated Aplastic Anemia: Clinical and Histopathologic Study. J Pediatr Gastroenterol Nutr 2017; 64:e7-e12. [PMID: 28030425 DOI: 10.1097/mpg.0000000000001271] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
OBJECTIVES Hepatitis-associated aplastic anemia (HAA) is a rare variant of aplastic anemia in which patients present with severe pancytopenia after an episode of acute hepatitis. The marrow failure is often rapid, severe, and usually fatal if untreated. The preceding hepatitis is largely under-studied. METHODS Retrospective study of the clinical and histopathologic features of hepatitis in pediatric patients who subsequently developed aplastic anemia and comparison with consecutive cases of acute liver failure and random cases of autoimmune hepatitis during the same time frame. RESULTS All 7 patients of HAA had significant elevations in aminotransferases and conjugated hyperbilirubinemia at initial presentation. Echoing liver function indices, cholestatic hepatitis with sinusoidal obstruction-type endothelial injury was seen histomorphologically. Autoimmune hepatitis serology such as anti-F-actin, anti-liver/kidney microsome, and hypergammaglobulinemia was negative in all patients. Five of 7 patients (71.4%) had, however, elevated antinuclear antibody, all with a speckled pattern. Hepatitis virus serology was negative in all patients. By immunohistochemical staining, the lobular CD8/CD4 lymphocyte ratio was markedly elevated in all of the initial samples with significant reduction in this ratio (P = 0.03) in 3 patients post treatment (ursodiol, antibiotics, and/or immunosuppressive therapy). CONCLUSIONS Hepatitis preceding HAA is characterized by marked elevation of aminotransferases, conjugated hyperbilirubinemia, elevated antinuclear antibody with a speckled pattern, cholestatic hepatitis with sinusoidal obstruction morphology, and CD8 dominant lobular infiltrates. The present study suggests HAA may result from cytotoxic T-cell-mediated sinusoidal endothelial and hepatocytic injury.
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14
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Lee YN, Frugoni F, Dobbs K, Tirosh I, Du L, Ververs FA, Ru H, Ott de Bruin L, Adeli M, Bleesing JH, Buchbinder D, Butte MJ, Cancrini C, Chen K, Choo S, Elfeky RA, Finocchi A, Fuleihan RL, Gennery AR, El-Ghoneimy DH, Henderson LA, Al-Herz W, Hossny E, Nelson RP, Pai SY, Patel NC, Reda SM, Soler-Palacin P, Somech R, Palma P, Wu H, Giliani S, Walter JE, Notarangelo LD. Characterization of T and B cell repertoire diversity in patients with RAG deficiency. Sci Immunol 2016; 1:eaah6109. [PMID: 28783691 PMCID: PMC5586490 DOI: 10.1126/sciimmunol.aah6109] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 11/22/2016] [Indexed: 12/13/2022]
Abstract
Recombination-activating genes 1 and 2 (RAG1 and RAG2) play a critical role in T and B cell development by initiating the recombination process that controls the expression of T cell receptor (TCR) and immunoglobulin genes. Mutations in the RAG1 and RAG2 genes in humans cause a broad spectrum of phenotypes, including severe combined immunodeficiency (SCID) with lack of T and B cells, Omenn syndrome, leaky SCID, and combined immunodeficiency with granulomas or autoimmunity (CID-G/AI). Using next-generation sequencing, we analyzed the TCR and B cell receptor (BCR) repertoire in 12 patients with RAG mutations presenting with Omenn syndrome (n = 5), leaky SCID (n = 3), or CID-G/AI (n = 4). Restriction of repertoire diversity skewed usage of variable (V), diversity (D), and joining (J) segment genes, and abnormalities of CDR3 length distribution were progressively more prominent in patients with a more severe phenotype. Skewed usage of V, D, and J segment genes was present also within unique sequences, indicating a primary restriction of repertoire. Patients with Omenn syndrome had a high proportion of class-switched immunoglobulin heavy chain transcripts and increased somatic hypermutation rate, suggesting in vivo activation of these B cells. These data provide a framework to better understand the phenotypic heterogeneity of RAG deficiency.
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Affiliation(s)
- Yu Nee Lee
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Pediatric Department A and the Immunology Service, "Edmond and Lily Safra" Children's Hospital, Jeffrey Modell Foundation Center, Sheba Medical Center, Tel Hashomer, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Francesco Frugoni
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Kerry Dobbs
- Laboratory of Host Defenses, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Irit Tirosh
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Likun Du
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Francesca A Ververs
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Heng Ru
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 02115, USA
| | - Lisa Ott de Bruin
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Mehdi Adeli
- Pediatrics Department, Weill Cornell Medical College, Hamad Medical Corporation, Doha, Qatar
| | - Jacob H Bleesing
- Division of Hematology/Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - David Buchbinder
- Division of Hematology, Children's Hospital Orange County, Orange County, CA 92868, USA
| | - Manish J Butte
- Division of Allergy, Immunology, and Rheumatology, Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Caterina Cancrini
- DPUO, University Department of Pediatrics, Bambino Gesù Children's Hospital and University of Tor Vergata School of Medicine, Rome, Italy
| | - Karin Chen
- Division of Allergy, Immunology, and Rheumatology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT 84108, USA
| | - Sharon Choo
- Department of Immunology, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Reem A Elfeky
- Department of Pediatric Allergy and Immunology, Children's Hospital, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Andrea Finocchi
- DPUO, University Department of Pediatrics, Bambino Gesù Children's Hospital and University of Tor Vergata School of Medicine, Rome, Italy
| | - Ramsay L Fuleihan
- Division of Allergy and Immunology, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Andrew R Gennery
- Department of Paediatric Immunology, Great North Children's Hospital, Newcastle Upon Tyne, U.K
- Institute of Cellular Medicine, Newcastle University, Newcastle Upon Tyne, U.K
| | - Dalia H El-Ghoneimy
- Department of Pediatric Allergy and Immunology, Children's Hospital, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Lauren A Henderson
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Waleed Al-Herz
- Department of Pediatrics, Faculty of Medicine, Kuwait University, Kuwait City, Kuwait
| | - Elham Hossny
- Department of Pediatric Allergy and Immunology, Children's Hospital, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Robert P Nelson
- Division of Hematology and Oncology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Sung-Yun Pai
- Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Niraj C Patel
- Division of Infectious Disease and Immunology, Department of Pediatrics, Levine Children's Hospital, Carolinas Medical Center, Charlotte, NC 28203, USA
| | - Shereen M Reda
- Department of Pediatric Allergy and Immunology, Children's Hospital, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Pere Soler-Palacin
- Paediatric Infectious Diseases and Immunodeficiencies Unit, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Raz Somech
- Pediatric Department A and the Immunology Service, "Edmond and Lily Safra" Children's Hospital, Jeffrey Modell Foundation Center, Sheba Medical Center, Tel Hashomer, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Paolo Palma
- DPUO, University Department of Pediatrics, Bambino Gesù Children's Hospital and University of Tor Vergata School of Medicine, Rome, Italy
| | - Hao Wu
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 02115, USA
| | - Silvia Giliani
- A. Nocivelli Institute for Molecular Medicine, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- Section of Medical Genetics, Department of Pathology, Spedali Civili di Bresia, Brescia, Italy
| | - Jolan E Walter
- Division of Immunology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Division of Pediatric Allergy/Immunology, University of South Florida, and Johns Hopkins All Children's Hospital, St. Petersburg, FL 33701, USA
| | - Luigi D Notarangelo
- Laboratory of Host Defenses, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
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Fozza C, Barraqueddu F, Corda G, Contini S, Virdis P, Dore F, Bonfigli S, Longinotti M. Study of the T-cell receptor repertoire by CDR3 spectratyping. J Immunol Methods 2016; 440:1-11. [PMID: 27823906 DOI: 10.1016/j.jim.2016.11.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 09/26/2016] [Accepted: 11/02/2016] [Indexed: 11/28/2022]
Abstract
The T-cell receptor (TCR) is the key player within the so called immunological synapse and the analysis of its repertoire offers a picture of both versatility and wideness of the whole immune T-cell compartment. Among the different approaches applied to its study the so-called spectratyping identifies the pattern of the third complementarity determining region (CDR3) length distribution in each one of the beta variable (TRBV) subfamilies encoded by the corresponding genes. This technique consists in a CDR3 fragment analysis through capillary electrophoresis, performed after cell separation, RNA extraction and reverse transcriptase PCR. This review will run through the most relevant studies which have tried to dissect the TCR repertoire usage in patients with different immune-mediated and infective diseases as well as solid or haematologic malignancies.
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Affiliation(s)
- Claudio Fozza
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy.
| | - Francesca Barraqueddu
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Giovanna Corda
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Salvatore Contini
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Patrizia Virdis
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Fausto Dore
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Silvana Bonfigli
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
| | - Maurizio Longinotti
- Hematology, Department of Clinical and Experimental Medicine, University of Sassari, Viale San Pietro 12, 07100 Sassari, Italy
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16
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Chapin J, Lee CS, Zhang H, Zehnder JL, Bussel JB. Gender and duration of disease differentiate responses to rituximab-dexamethasone therapy in adults with immune thrombocytopenia. Am J Hematol 2016; 91:907-11. [PMID: 27220625 DOI: 10.1002/ajh.24434] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 05/19/2016] [Accepted: 05/22/2016] [Indexed: 01/19/2023]
Abstract
Adults often develop chronic immune thrombocytopenia (ITP) for which treatment order is uncertain. Rituximab and three cycles of dexamethasone (4R + 3Dex) improve treatment responses and short-term disease control but long-term outcome is not known. In adults with ITP treated with 4R + 3D, we sought long-term outcome and associated prognostic variables. Forty-nine adults treated at Weill-Cornell received 4R + 3Dex. Their clinical characteristics were reviewed. Duration was median time to treatment failure; Kaplan-Meier estimates were developed. Vbeta Tcell receptor (VBTCR) repertoire was obtained after treatment in 36 patients. Patients were adults with ITP 18-64 years old, median age 37. The 27 females were twice as likely to have an ongoing response to 4R + 3Dex (44.1%) as males (19.6%; P = 0.009). For ITP duration <12 months, 52.7% of patients had continuing responses to 4R + 3Dex compared to 15.3% of patients with diagnosis >12 months (P = 0.02). Females with ITP duration of <12 months had continuing responses in 78.6%, compared to males with <12 months duration of ITP (21.2%). For patients with disease duration <12 months, 67% of females had continuing responses, compared to 31% of males (P = 0.004). Post-treatment polyclonal VBTCR was seen in 9/10 continuing responders (six female, three male) but only 13/26 relapsers/nonresponders (P = 0.068). Durable remissions after treatment with 4R + 3Dex were more frequent in female patients with <12 months of ITP duration and those with polyclonal VBTCR after treatment, emphasizing the roles of duration of disease, gender and T cells in chronic ITP. Differences in pathophysiology of ITP by gender and by duration of ITP require further study. Am. J. Hematol. 91:907-911, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- John Chapin
- Division of Hematology-Oncology, Department of Medicine; New York Presbyterian Hospital, Weill Cornell Medicine; New York New York
| | - Christina S. Lee
- Division of Hematology-Oncology, Department of Pediatrics; Weill Cornell Medicine; New York New York
| | - Haiyu Zhang
- Department of Pathology; Stanford University School of Medicine; Palo Alto California
| | - James L. Zehnder
- Department of Pathology; Stanford University School of Medicine; Palo Alto California
| | - James B. Bussel
- Division of Hematology-Oncology, Department of Medicine; New York Presbyterian Hospital, Weill Cornell Medicine; New York New York
- Division of Hematology-Oncology, Department of Pediatrics; Weill Cornell Medicine; New York New York
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17
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Huang Y, Ma H, Wei S, Luo G, Sun R, Fan Z, Wu L, Yang W, Fu L, Wang J, Han D, Lu J. Analysis of the complementarity determining regions β-chain genomic rearrangement using high-throughput sequencing in periphery cytotoxic T lymphocytes of patients with chronic hepatitis B. Mol Med Rep 2016; 14:762-8. [PMID: 27221081 PMCID: PMC4918521 DOI: 10.3892/mmr.2016.5329] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 04/28/2016] [Indexed: 01/23/2023] Open
Abstract
Cytotoxic T lymphocytes (CTLs) are important for the recognition of the hepatitis B virus (HBV), mediating immunoprotective mechanisms and determining the clinical outcome following HBV infection. CTLs recognize the invading virus via the T cell receptor (TCR). The aim of the current study was to investigate the variability of TCR in lymphocytes from patients with chronic hepatitis B and whether TCR genomic recombination is regulated by the current treatment strategies. Peripheral blood mononuclear cells (PBMCs) were isolated from patients with chronic hepatitis B and high-throughput sequencing was performed to analyze the gene expression diversity of β chain complementarity determining region. High-throughput sequencing produced ~380,000 reads. The sequences of V and J family mRNAs of the β chain V area were analyzed and databases were created for all 30 V family and J family genes. Using the Basic Local Alignment Search Tool, 15 genes were identified to be upregulated in the samples following treatment. Among them, the expression of T cell receptor β variable 28 (TRBV28)_T cell receptor β joining 1–5 (TRBJ1.5) and TRBV6_TRBJ2.10 were significantly different in the treated samples compared with samples taken prior to treatment. Genomic recombination patterns of TRBV and TRBJ of the β chain V area were observed to be different in the samples following treatment. The data of the current study demonstrated that the genomic rearrangement of the V and J segments of TCR β chain V area may be associated with the chronic progression of HBV and impact on treatment efficacy.
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Affiliation(s)
- Yinuo Huang
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Hong Ma
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Shutang Wei
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Gang Luo
- Department of Neurology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Ruimin Sun
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Zhibo Fan
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Liping Wu
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Wenyi Yang
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Lin Fu
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Junhui Wang
- Department of Physiology, University of Toronto, Toronto, ON M5S1A8, Canada
| | - Dazheng Han
- Department of Gastroenterology, First Affiliated Hospital, Henan University, Kaifeng, Henan 475001, P.R. China
| | - Jun Lu
- Cancer Biotherapy Ward, Beijing You'an Hospital, Capital Medical University, Beijing 100069, P.R. China
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18
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Lucchini G, Perales MA, Veys P. Immune reconstitution after cord blood transplantation: peculiarities, clinical implications and management strategies. Cytotherapy 2016; 17:711-722. [PMID: 25946726 DOI: 10.1016/j.jcyt.2015.03.614] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Accepted: 03/12/2015] [Indexed: 12/26/2022]
Abstract
Umbilical cord blood (UCB) is now widely used as an alternative hematopoietic stem cell source for patients lacking closely matched related or unrelated adult donors. UCB transplantation has traditionally been associated with delayed engraftment, poor immune reconstitution and consequent increased risk of infection. More recent clinical studies, however, suggest that conditioning regimens and in particular the omission of in vivo T-cell depletion may play a crucial role in post-transplant T-cell expansion, facilitating a uniquely rapid immune recovery after UCB transplantation. The peculiar characteristics of UCB cells, the importance of thymic function and the role of conditioning regimens and graft-versus-host disease influencing immune reconstitution are described. The last part of the review reports available data on UCB, as well as third-party peripheral blood derived anti-viral cell therapy, which provides a novel approach to rescue UCB recipients with viral complications in the post-transplant period.
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Affiliation(s)
- Giovanna Lucchini
- Bone Marrow Transplantation Department, Great Ormond Street Hospital, London, United Kingdom.
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, and Weill Cornell Medical College, New York, USA
| | - Paul Veys
- Bone Marrow Transplantation Department, Great Ormond Street Hospital, London, United Kingdom
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19
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Hou X, Lu C, Chen S, Xie Q, Cui G, Chen J, Chen Z, Wu Z, Ding Y, Ye P, Dai Y, Diao H. High Throughput Sequencing of T Cell Antigen Receptors Reveals a Conserved TCR Repertoire. Medicine (Baltimore) 2016; 95:e2839. [PMID: 26962778 PMCID: PMC4998859 DOI: 10.1097/md.0000000000002839] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The T-cell receptor (TCR) repertoire is a mirror of the human immune system that reflects processes caused by infections, cancer, autoimmunity, and aging. Next-generation sequencing has become a powerful tool for deep TCR profiling. Herein, we used this technology to study the repertoire features of TCR beta chain in the blood of healthy individuals.Peripheral blood samples were collected from 10 healthy donors. T cells were isolated with anti-human CD3 magnetic beads according to the manufacturer's protocol. We then combined multiplex-PCR, Illumina sequencing, and IMGT/High V-QUEST to analyze the characteristics and polymorphisms of the TCR.Most of the individual T cell clones were present at very low frequencies, suggesting that they had not undergone clonal expansion. The usage frequencies of the TCR beta variable, beta joining, and beta diversity gene segments were similar among T cells from different individuals. Notably, the usage frequency of individual nucleotides and amino acids within complementarity-determining region (CDR3) intervals was remarkably consistent between individuals. Moreover, our data show that terminal deoxynucleotidyl transferase activity was biased toward the insertion of G (31.92%) and C (27.14%) over A (21.82%) and T (19.12%) nucleotides.Some conserved features could be observed in the composition of CDR3, which may inform future studies of human TCR gene recombination.
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Affiliation(s)
- Xianliang Hou
- From the State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou (XH, CL, QX, GC, JC, ZC, ZW, YD, PY, HD); Beijing Genomics Institute (SC); and Clinical Medical Research Center, The Second Clinical Medical College of Jinan University (Shenzhen People's Hospital) (YD), Shenzhen, Guangdong, China
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21
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Inghirami G, Chan WC, Pileri S. Peripheral T-cell and NK cell lymphoproliferative disorders: cell of origin, clinical and pathological implications. Immunol Rev 2015; 263:124-59. [PMID: 25510275 DOI: 10.1111/imr.12248] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
T-cell lymphoproliferative disorders are a heterogeneous group of neoplasms with distinct clinical-biological properties. The normal cellular counterpart of these processes has been postulated based on functional and immunophenotypic analyses. However, T lymphocytes have been proven to be remarkably capable of modulating their properties, adapting their function in relationship with multiple stimuli and to the microenvironment. This impressive plasticity is determined by the equilibrium among a pool of transcription factors and by DNA chromatin regulators. It is now proven that the acquisition of specific genomic defects leads to the enforcement/activation of distinct pathways, which ultimately alter the preferential activation of defined regulators, forcing the neoplastic cells to acquire features and phenotypes distant from their original fate. Thus, dissecting the landscape of the genetic defects and their functional consequences in T-cell neoplasms is critical not only to pinpoint the origin of these tumors but also to define innovative mechanisms to re-adjust an unbalanced state to which the tumor cells have become addicted and make them vulnerable to therapies and targetable by the immune system. In our review, we briefly describe the pathological and clinical aspects of the T-cell lymphoma subtypes as well as NK-cell lymphomas and then focus on the current understanding of their pathogenesis and the implications on diagnosis and treatment.
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Affiliation(s)
- Giorgio Inghirami
- Department of Molecular Biotechnology and Health Science and Center for Experimental Research and Medical Studies (CeRMS), University of Torino, Torino, Italy; Department of Pathology, and NYU Cancer Center, New York University School of Medicine, New York, NY, USA; Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
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22
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Fan Y, Tajima A, Goh SK, Geng X, Gualtierotti G, Grupillo M, Coppola A, Bertera S, Rudert WA, Banerjee I, Bottino R, Trucco M. Bioengineering Thymus Organoids to Restore Thymic Function and Induce Donor-Specific Immune Tolerance to Allografts. Mol Ther 2015; 23:1262-1277. [PMID: 25903472 DOI: 10.1038/mt.2015.77] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Accepted: 04/05/2015] [Indexed: 02/07/2023] Open
Abstract
One of the major obstacles in organ transplantation is to establish immune tolerance of allografts. Although immunosuppressive drugs can prevent graft rejection to a certain degree, their efficacies are limited, transient, and associated with severe side effects. Induction of thymic central tolerance to allografts remains challenging, largely because of the difficulty of maintaining donor thymic epithelial cells in vitro to allow successful bioengineering. Here, the authors show that three-dimensional scaffolds generated from decellularized mouse thymus can support thymic epithelial cell survival in culture and maintain their unique molecular properties. When transplanted into athymic nude mice, the bioengineered thymus organoids effectively promoted homing of lymphocyte progenitors and supported thymopoiesis. Nude mice transplanted with thymus organoids promptly rejected skin allografts and were able to mount antigen-specific humoral responses against ovalbumin on immunization. Notably, tolerance to skin allografts was achieved by transplanting thymus organoids constructed with either thymic epithelial cells coexpressing both syngeneic and allogenic major histocompatibility complexes, or mixtures of donor and recipient thymic epithelial cells. Our results demonstrate the technical feasibility of restoring thymic function with bioengineered thymus organoids and highlight the clinical implications of this thymus reconstruction technique in organ transplantation and regenerative medicine.
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Affiliation(s)
- Yong Fan
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Asako Tajima
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Saik Kia Goh
- Department of Chemical and Petroleum Engineering, University of Pittsburgh School of Engineering, Pittsburgh, Pennsylvania, USA
| | - Xuehui Geng
- Division of Immunogenetics, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Giulio Gualtierotti
- Division of Immunogenetics, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Maria Grupillo
- Division of Immunogenetics, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Antonina Coppola
- Division of Immunogenetics, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Current address: Section of Endocrinology, Dipartimento Biomedico di Medicina Interna e Specialistica (DIBIMIS), University of Palermo, Palermo, Italy
| | - Suzanne Bertera
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - William A Rudert
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Ipsita Banerjee
- Department of Chemical and Petroleum Engineering, University of Pittsburgh School of Engineering, Pittsburgh, Pennsylvania, USA
| | - Rita Bottino
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Massimo Trucco
- Institute of Cellular Therapeutics, Allegheny Health Network, Pittsburgh, Pennsylvania, USA.
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Hunsucker SA, McGary CS, Vincent BG, Enyenihi AA, Waugh JP, McKinnon KP, Bixby LM, Ropp PA, Coghill JM, Wood WA, Gabriel DA, Sarantopoulos S, Shea TC, Serody JS, Alatrash G, Rodriguez-Cruz T, Lizée G, Buntzman AS, Frelinger JA, Glish GL, Armistead PM. Peptide/MHC tetramer-based sorting of CD8⁺ T cells to a leukemia antigen yields clonotypes drawn nonspecifically from an underlying restricted repertoire. Cancer Immunol Res 2015; 3:228-35. [PMID: 25576336 PMCID: PMC4351150 DOI: 10.1158/2326-6066.cir-14-0001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Testing of T cell-based cancer therapeutics often involves measuring cancer antigen-specific T-cell populations with the assumption that they arise from in vivo clonal expansion. This analysis, using peptide/MHC tetramers, is often ambiguous. From a leukemia cell line, we identified a CDK4-derived peptide epitope, UNC-CDK4-1 (ALTPVVVTL), that bound HLA-A*02:01 with high affinity and could induce CD8⁺ T-cell responses in vitro. We identified UNC-CDK4-1/HLA-A*02:01 tetramer⁺ populations in 3 of 6 patients with acute myeloid leukemia who had undergone allogeneic stem cell transplantation. Using tetramer-based, single-cell sorting and T-cell receptor β (TCRβ) sequencing, we identified recurrent UNC-CDK4-1 tetramer-associated TCRβ clonotypes in a patient with a UNC-CDK4-1 tetramer⁺ population, suggesting in vivo T-cell expansion to UNC-CDK4-1. In parallel, we measured the patient's TCRβ repertoire and found it to be highly restricted/oligoclonal. The UNC-CDK4-1 tetramer-associated TCRβ clonotypes represented >17% of the entire TCRβ repertoire-far in excess of the UNC-CDK4-1 tetramer⁺ frequency-indicating that the recurrent TCRβ clonotypes identified from UNC-CDK-4-1 tetramer⁺ cells were likely a consequence of the extremely constrained T-cell repertoire in the patient and not in vivo UNC-CDK4-1-driven clonal T-cell expansion. Mapping recurrent TCRβ clonotype sequences onto TCRβ repertoires can help confirm or refute antigen-specific T-cell expansion in vivo.
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Affiliation(s)
| | - Colleen S McGary
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | | | - Atim A Enyenihi
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina
| | - Jennifer P Waugh
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Karen P McKinnon
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Lisa M Bixby
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Patricia A Ropp
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - James M Coghill
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - William A Wood
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Don A Gabriel
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Stefanie Sarantopoulos
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Thomas C Shea
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Gheath Alatrash
- Section of Transplantation Immunology, Department of Stem Cell Transplant and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tania Rodriguez-Cruz
- Department of Melanoma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gregory Lizée
- Department of Melanoma, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Adam S Buntzman
- Department of Immunobiology, University of Arizona, Tucson, Arizona
| | | | - Gary L Glish
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina
| | - Paul M Armistead
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina. Department of Medicine, University of North Carolina, Chapel Hill, North Carolina.
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van den Brink MRM, Velardi E, Perales MA. Immune reconstitution following stem cell transplantation. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2015; 2015:215-219. [PMID: 26637724 DOI: 10.1182/asheducation-2015.1.215] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Affiliation(s)
- Marcel R M van den Brink
- Department of Medicine, Adult Bone Marrow Transplant Service, Memorial Sloan Kettering Cancer Center, New York, NY; Weill Cornell Medical College, New York, NY; Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY; and
| | - Enrico Velardi
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY; and Division of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Miguel-Angel Perales
- Department of Medicine, Adult Bone Marrow Transplant Service, Memorial Sloan Kettering Cancer Center, New York, NY; Weill Cornell Medical College, New York, NY
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Li Z, Long M, ChunMei L, Bin S, Jiang Y, Rui M, Qingqing M, XinSheng Y. Composition and variation analysis of TCR β-chain CDR3 repertoire in the thymus and spleen of MRL/lpr mouse at different ages. Immunogenetics 2014; 67:25-37. [DOI: 10.1007/s00251-014-0809-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Accepted: 10/14/2014] [Indexed: 11/28/2022]
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26
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Marino M, Maiuri MT, Di Sante G, Scuderi F, La Carpia F, Trakas N, Provenzano C, Zisimopoulou P, Ria F, Tzartos SJ, Evoli A, Bartoccioni E. T cell repertoire in DQ5-positive MuSK-positive myasthenia gravis patients. J Autoimmun 2014; 52:113-21. [DOI: 10.1016/j.jaut.2013.12.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2013] [Accepted: 12/08/2013] [Indexed: 11/26/2022]
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