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Kotton CN, Kamar N, Wojciechowski D, Eder M, Hopfer H, Randhawa P, Sester M, Comoli P, Tedesco Silva H, Knoll G, Brennan DC, Trofe-Clark J, Pape L, Axelrod D, Kiberd B, Wong G, Hirsch HH. The Second International Consensus Guidelines on the Management of BK Polyomavirus in Kidney Transplantation. Transplantation 2024; 108:1834-1866. [PMID: 38605438 PMCID: PMC11335089 DOI: 10.1097/tp.0000000000004976] [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: 10/26/2023] [Revised: 01/10/2024] [Accepted: 01/18/2024] [Indexed: 04/13/2024]
Abstract
BK polyomavirus (BKPyV) remains a significant challenge after kidney transplantation. International experts reviewed current evidence and updated recommendations according to Grading of Recommendations, Assessment, Development, and Evaluations (GRADE). Risk factors for BKPyV-DNAemia and biopsy-proven BKPyV-nephropathy include recipient older age, male sex, donor BKPyV-viruria, BKPyV-seropositive donor/-seronegative recipient, tacrolimus, acute rejection, and higher steroid exposure. To facilitate early intervention with limited allograft damage, all kidney transplant recipients should be screened monthly for plasma BKPyV-DNAemia loads until month 9, then every 3 mo until 2 y posttransplant (3 y for children). In resource-limited settings, urine cytology screening at similar time points can exclude BKPyV-nephropathy, and testing for plasma BKPyV-DNAemia when decoy cells are detectable. For patients with BKPyV-DNAemia loads persisting >1000 copies/mL, or exceeding 10 000 copies/mL (or equivalent), or with biopsy-proven BKPyV-nephropathy, immunosuppression should be reduced according to predefined steps targeting antiproliferative drugs, calcineurin inhibitors, or both. In adults without graft dysfunction, kidney allograft biopsy is not required unless the immunological risk is high. For children with persisting BKPyV-DNAemia, allograft biopsy may be considered even without graft dysfunction. Allograft biopsies should be interpreted in the context of all clinical and laboratory findings, including plasma BKPyV-DNAemia. Immunohistochemistry is preferred for diagnosing biopsy-proven BKPyV-nephropathy. Routine screening using the proposed strategies is cost-effective, improves clinical outcomes and quality of life. Kidney retransplantation subsequent to BKPyV-nephropathy is feasible in otherwise eligible recipients if BKPyV-DNAemia is undetectable; routine graft nephrectomy is not recommended. Current studies do not support the usage of leflunomide, cidofovir, quinolones, or IVIGs. Patients considered for experimental treatments (antivirals, vaccines, neutralizing antibodies, and adoptive T cells) should be enrolled in clinical trials.
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Affiliation(s)
- Camille N. Kotton
- Transplant and Immunocompromised Host Infectious Diseases Unit, Infectious Diseases Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Nassim Kamar
- Department of Nephrology and Organ Transplantation, Toulouse Rangueil University Hospital, INSERM UMR 1291, Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), University Paul Sabatier, Toulouse, France
| | - David Wojciechowski
- Department of Medicine, University of Texas Southwestern Medical Center, Dallas, TX
| | - Michael Eder
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Helmut Hopfer
- Division of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Parmjeet Randhawa
- Division of Transplantation Pathology, The Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA
| | - Martina Sester
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - Patrizia Comoli
- Cell Factory and Pediatric Hematology/Oncology Unit, Department of Mother and Child Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Helio Tedesco Silva
- Division of Nephrology, Hospital do Rim, Fundação Oswaldo Ramos, Paulista School of Medicine, Federal University of São Paulo, Brazil
| | - Greg Knoll
- Department of Medicine (Nephrology), University of Ottawa and The Ottawa Hospital, Ottawa, ON, Canada
| | | | - Jennifer Trofe-Clark
- Renal-Electrolyte Hypertension Division, Associated Faculty of the Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA
- Transplantation Division, Associated Faculty of the Perelman School of Medicine, University of Pennsylvania, Pennsylvania, PA
| | - Lars Pape
- Pediatrics II, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - David Axelrod
- Kidney, Pancreas, and Living Donor Transplant Programs at University of Iowa, Iowa City, IA
| | - Bryce Kiberd
- Division of Nephrology, Dalhousie University, Halifax, NS, Canada
| | - Germaine Wong
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
- Centre for Kidney Research, The Children’s Hospital at Westmead, Sydney, NSW, Australia
- Centre for Transplant and Renal Research, Westmead Hospital, Sydney, NSW, Australia
| | - Hans H. Hirsch
- Division of Transplantation and Clinical Virology, Department of Biomedicine, Faculty of Medicine, University of Basel, Basel, Switzerland
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
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Baldwin WM, Valujskikh A, Fairchild RL. Gaining Deeper Insights Into Mechanisms of T Cell-mediated Acute Kidney Graft Injury. Transplantation 2024; 108:825-826. [PMID: 38526430 DOI: 10.1097/tp.0000000000004830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Affiliation(s)
- William M Baldwin
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
| | - Anna Valujskikh
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
| | - Robert L Fairchild
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
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Moll G, Lim WH, Penack O. Editorial: Emerging talents in alloimmunity and transplantation: 2022. Front Immunol 2024; 15:1393026. [PMID: 38558808 PMCID: PMC10978591 DOI: 10.3389/fimmu.2024.1393026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Affiliation(s)
- Guido Moll
- BIH Center for Regenerative Therapies (BCRT) and Berlin-Brandenburg School for Regenerative Therapies (BSRT), Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany
- Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Wai H. Lim
- Department of Renal Medicine, Sir Charles Gairdner Hospital, Perth, WA, Australia
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA, Australia
- Medical School, University of Western Australia, Perth, WA, Australia
| | - Olaf Penack
- Department of Hematology, Oncology and Tumorimmunology, Charité Universitätsmedizin Berlin, Berlin, Germany
- BIH Biomedical Innovation Academy, Charité Universitätsmedizin Berlin, Berlin, Germany
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4
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Baldwin WM, Valujskikh A, Fairchild RL. Gaining Deeper Insights Into Mechanisms of T Cell-Mediated Acute Kidney Graft Injury. Transplantation 2024; 108:308-309. [PMID: 38254278 DOI: 10.1097/tp.0000000000004893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Affiliation(s)
- William M Baldwin
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
| | - Anna Valujskikh
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
| | - Robert L Fairchild
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, OH
- Transplant Center, Cleveland Clinic, Cleveland, OH
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Khorki ME, Shi T, Cianciolo EE, Burg AR, Chukwuma PC, Picarsic JL, Morrice MK, Woodle ES, Maltzman JS, Ferguson A, Katz JD, Baker BM, Hildeman DA. Prior viral infection primes cross-reactive CD8+ T cells that respond to mouse heart allografts. Front Immunol 2023; 14:1287546. [PMID: 38143762 PMCID: PMC10748599 DOI: 10.3389/fimmu.2023.1287546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/14/2023] [Indexed: 12/26/2023] Open
Abstract
Introduction Significant evidence suggests a connection between transplant rejection and the presence of high levels of pre-existing memory T cells. Viral infection can elicit viral-specific memory T cells that cross-react with allo-MHC capable of driving allograft rejection in mice. Despite these advances, and despite their critical role in transplant rejection, a systematic study of allo-reactive memory T cells, their specificities, and the role of cross-reactivity with viral antigens has not been performed. Methods Here, we established a model to identify, isolate, and characterize cross-reactive T cells using Nur77 reporter mice (C57BL/6 background), which transiently express GFP exclusively upon TCR engagement. We infected Nur77 mice with lymphocytic choriomeningitis virus (LCMV-Armstrong) to generate a robust memory compartment, where quiescent LCMV-specific memory CD8+ T cells could be readily tracked with MHC tetramer staining. Then, we transplanted LCMV immune mice with allogeneic hearts and monitored expression of GFP within MHC-tetramer defined viral-specific T cells as an indicator of their ability to cross-react with alloantigens. Results Strikingly, prior LCMV infection significantly increased the kinetics and magnitude of rejection as well as CD8+ T cell recruitment into allogeneic, but not syngeneic, transplanted hearts, relative to non-infected controls. Interestingly, as early as day 1 after allogeneic heart transplant an average of ~8% of MHC-tetramer+ CD8+ T cells expressed GFP, in contrast to syngeneic heart transplants, where the frequency of viral-specific CD8+ T cells that were GFP+ was <1%. These data show that a significant percentage of viral-specific memory CD8+ T cells expressed T cell receptors that also recognized alloantigens in vivo. Notably, the frequency of cross-reactive CD8+ T cells differed depending upon the viral epitope. Further, TCR sequences derived from cross-reactive T cells harbored distinctive motifs that may provide insight into cross-reactivity and allo-specificity. Discussion In sum, we have established a mouse model to track viral-specific, allo-specific, and cross-reactive T cells; revealing that prior infection elicits substantial numbers of viral-specific T cells that cross-react to alloantigen, respond very early after transplant, and may promote rapid rejection.
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Affiliation(s)
- M. Eyad Khorki
- Division of Nephrology & Hypertension, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Tiffany Shi
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Medical Scientist Training Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Eileen E. Cianciolo
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Ashley R. Burg
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - P. Chukwunalu Chukwuma
- Department of Chemistry & Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, IN, United States
| | - Jennifer L. Picarsic
- Division of Pathology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Department of Pathology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Mary K. Morrice
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - E. Steve Woodle
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Jonathan S. Maltzman
- Department of Medicine, Stanford University, Palo Alto, CA, United States
- Geriatric Research and Education Clinical Center, Veterans Affairs (VA) Palo Alto Health Care System, Palo Alto, CA, United States
| | - Autumn Ferguson
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Jonathan D. Katz
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Brian M. Baker
- Department of Chemistry & Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, IN, United States
| | - David A. Hildeman
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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Shi T, Burg AR, Caldwell JT, Roskin KM, Castro-Rojas CM, Chukwuma PC, Gray GI, Foote SG, Alonso JA, Cuda CM, Allman DA, Rush JS, Regnier CH, Wieczorek G, Alloway RR, Shields AR, Baker BM, Woodle ES, Hildeman DA. Single-cell transcriptomic analysis of renal allograft rejection reveals insights into intragraft TCR clonality. J Clin Invest 2023; 133:e170191. [PMID: 37227784 PMCID: PMC10348771 DOI: 10.1172/jci170191] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/23/2023] [Indexed: 05/27/2023] Open
Abstract
Bulk analysis of renal allograft biopsies (rBx) identified RNA transcripts associated with acute cellular rejection (ACR); however, these lacked cellular context critical to mechanistic understanding of how rejection occurs despite immunosuppression (IS). We performed combined single-cell RNA transcriptomic and TCR-α/β sequencing on rBx from patients with ACR under differing IS drugs: tacrolimus, iscalimab, and belatacept. We found distinct CD8+ T cell phenotypes (e.g., effector, memory, exhausted) depending upon IS type, particularly within expanded CD8+ T cell clonotypes (CD8EXP). Gene expression of CD8EXP identified therapeutic targets that were influenced by IS type. TCR analysis revealed a highly restricted number of CD8EXP, independent of HLA mismatch or IS type. Subcloning of TCR-α/β cDNAs from CD8EXP into Jurkat 76 cells (TCR-/-) conferred alloreactivity by mixed lymphocyte reaction. Analysis of sequential rBx samples revealed persistence of CD8EXP that decreased, but were not eliminated, after successful antirejection therapy. In contrast, CD8EXP were maintained in treatment-refractory rejection. Finally, most rBx-derived CD8EXP were also observed in matching urine samples, providing precedent for using urine-derived CD8EXP as a surrogate for those found in the rejecting allograft. Overall, our data define the clonal CD8+ T cell response to ACR, paving the next steps for improving detection, assessment, and treatment of rejection.
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Affiliation(s)
- Tiffany Shi
- Division of Immunobiology and
- Immunology Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Medical Scientist Training Program and
| | - Ashley R. Burg
- Division of Immunobiology and
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | | | - Krishna M. Roskin
- Division of Immunobiology and
- Divison of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | | | - P. Chukwunalu Chukwuma
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, Indiana, USA
| | - George I. Gray
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, Indiana, USA
| | - Sara G. Foote
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, Indiana, USA
| | - Jesus A. Alonso
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, Indiana, USA
| | - Carla M. Cuda
- Northwestern University, Feinberg School of Medicine, Department of Medicine, Division of Rheumatology, Chicago, Illinois, USA
| | - David A. Allman
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - James S. Rush
- Novartis Institutes for Biomedical Research, Immunology Disease Area, Basel, Switzerland
| | - Catherine H. Regnier
- Novartis Institutes for Biomedical Research, Immunology Disease Area, Basel, Switzerland
| | - Grazyna Wieczorek
- Novartis Institutes for Biomedical Research, Immunology Disease Area, Basel, Switzerland
| | - Rita R. Alloway
- Division of Nephrology and Hypertension, Department of Internal Medicine, and
| | - Adele R. Shields
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Brian M. Baker
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, Indiana, USA
| | - E. Steve Woodle
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - David A. Hildeman
- Division of Immunobiology and
- Immunology Graduate Program, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Medical Scientist Training Program and
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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7
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Shi T, Burg AR, Caldwell JT, Roskin K, Castro-Rojas CM, Chukwuma PC, Gray GI, Foote SG, Alonso J, Cuda CM, Allman DA, Rush JS, Regnier CH, Wieczorek G, Alloway RR, Shields AR, Baker BM, Woodle ES, Hildeman DA. Single cell transcriptomic analysis of renal allograft rejection reveals novel insights into intragraft TCR clonality. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.08.524808. [PMID: 36798151 PMCID: PMC9934650 DOI: 10.1101/2023.02.08.524808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Bulk analysis of renal allograft biopsies (rBx) identified RNA transcripts associated with acute cellular rejection (ACR); however, these lacked cellular context critical to mechanistic understanding. We performed combined single cell RNA transcriptomic and TCRα/β sequencing on rBx from patients with ACR under differing immunosuppression (IS): tacrolimus, iscalimab, and belatacept. TCR analysis revealed a highly restricted CD8 + T cell clonal expansion (CD8 EXP ), independent of HLA mismatch or IS type. Subcloning of TCRα/β cDNAs from CD8 EXP into Jurkat76 cells (TCR -/- ) conferred alloreactivity by mixed lymphocyte reaction. scRNAseq analysis of CD8 EXP revealed effector, memory, and exhausted phenotypes that were influenced by IS type. Successful anti-rejection treatment decreased, but did not eliminate, CD8 EXP , while CD8 EXP were maintained during treatment-refractory rejection. Finally, most rBx-derived CD8 EXP were also observed in matching urine samples. Overall, our data define the clonal CD8 + T cell response to ACR, providing novel insights to improve detection, assessment, and treatment of rejection.
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8
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Fang F, Liu P, Song L, Wagner P, Bartlett D, Ma L, Li X, Rahimian MA, Tseng G, Randhawa P, Xiao K. Diagnosis of T-cell-mediated kidney rejection by biopsy-based proteomic biomarkers and machine learning. Front Immunol 2023; 14:1090373. [PMID: 36814924 PMCID: PMC9939643 DOI: 10.3389/fimmu.2023.1090373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 01/23/2023] [Indexed: 02/08/2023] Open
Abstract
Background Biopsy-based diagnosis is essential for maintaining kidney allograft longevity by ensuring prompt treatment for graft complications. Although histologic assessment remains the gold standard, it carries significant limitations such as subjective interpretation, suboptimal reproducibility, and imprecise quantitation of disease burden. It is hoped that molecular diagnostics could enhance the efficiency, accuracy, and reproducibility of traditional histologic methods. Methods Quantitative label-free mass spectrometry analysis was performed on a set of formalin-fixed, paraffin-embedded (FFPE) biopsies from kidney transplant patients, including five samples each with diagnosis of T-cell-mediated rejection (TCMR), polyomavirus BK nephropathy (BKPyVN), and stable (STA) kidney function control tissue. Using the differential protein expression result as a classifier, three different machine learning algorithms were tested to build a molecular diagnostic model for TCMR. Results The label-free proteomics method yielded 800-1350 proteins that could be quantified with high confidence per sample by single-shot measurements. Among these candidate proteins, 329 and 467 proteins were defined as differentially expressed proteins (DEPs) for TCMR in comparison with STA and BKPyVN, respectively. Comparing the FFPE quantitative proteomics data set obtained in this study using label-free method with a data set we previously reported using isobaric labeling technology, a classifier pool comprised of features from DEPs commonly quantified in both data sets, was generated for TCMR prediction. Leave-one-out cross-validation result demonstrated that the random forest (RF)-based model achieved the best predictive power. In a follow-up blind test using an independent sample set, the RF-based model yields 80% accuracy for TCMR and 100% for STA. When applying the established RF-based model to two public transcriptome datasets, 78.1%-82.9% sensitivity and 58.7%-64.4% specificity was achieved respectively. Conclusions This proof-of-principle study demonstrates the clinical feasibility of proteomics profiling for FFPE biopsies using an accurate, efficient, and cost-effective platform integrated of quantitative label-free mass spectrometry analysis with a machine learning-based diagnostic model. It costs less than 10 dollars per test.
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Affiliation(s)
- Fei Fang
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Peng Liu
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States
| | - Lei Song
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Patrick Wagner
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
| | - David Bartlett
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
| | - Liane Ma
- Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
| | - Xue Li
- Department of Chemistry, Michigan State University, East Lansing, MI, United States
| | - M Amin Rahimian
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - George Tseng
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, United States
| | - Parmjeet Randhawa
- Department of Pathology, The Thomas E Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kunhong Xiao
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.,Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States.,Center for Proteomics & Artificial Intelligence, Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States.,Center for Clinical Mass Spectrometry, Allegheny Health Network Cancer Institute, Pittsburgh, PA, United States
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Kockelbergh H, Evans S, Deng T, Clyne E, Kyriakidou A, Economou A, Luu Hoang KN, Woodmansey S, Foers A, Fowler A, Soilleux EJ. Utility of Bulk T-Cell Receptor Repertoire Sequencing Analysis in Understanding Immune Responses to COVID-19. Diagnostics (Basel) 2022; 12:1222. [PMID: 35626377 PMCID: PMC9140453 DOI: 10.3390/diagnostics12051222] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 01/27/2023] Open
Abstract
Measuring immunity to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 19 (COVID-19), can rely on antibodies, reactive T cells and other factors, with T-cell-mediated responses appearing to have greater sensitivity and longevity. Because each T cell carries an essentially unique nucleic acid sequence for its T-cell receptor (TCR), we can interrogate sequence data derived from DNA or RNA to assess aspects of the immune response. This review deals with the utility of bulk, rather than single-cell, sequencing of TCR repertoires, considering the importance of study design, in terms of cohort selection, laboratory methods and analysis. The advances in understanding SARS-CoV-2 immunity that have resulted from bulk TCR repertoire sequencing are also be discussed. The complexity of sequencing data obtained by bulk repertoire sequencing makes analysis challenging, but simple descriptive analyses, clonal analysis, searches for specific sequences associated with immune responses to SARS-CoV-2, motif-based analyses, and machine learning approaches have all been applied. TCR repertoire sequencing has demonstrated early expansion followed by contraction of SARS-CoV-2-specific clonotypes, during active infection. Maintenance of TCR repertoire diversity, including the maintenance of diversity of anti-SARS-CoV-2 response, predicts a favourable outcome. TCR repertoire narrowing in severe COVID-19 is most likely a consequence of COVID-19-associated lymphopenia. It has been possible to follow clonotypic sequences longitudinally, which has been particularly valuable for clonotypes known to be associated with SARS-CoV-2 peptide/MHC tetramer binding or with SARS-CoV-2 peptide-induced cytokine responses. Closely related clonotypes to these previously identified sequences have been shown to respond with similar kinetics during infection. A possible superantigen-like effect of the SARS-CoV-2 spike protein has been identified, by means of observing V-segment skewing in patients with severe COVID-19, together with structural modelling. Such a superantigen-like activity, which is apparently absent from other coronaviruses, may be the basis of multisystem inflammatory syndrome and cytokine storms in COVID-19. Bulk TCR repertoire sequencing has proven to be a useful and cost-effective approach to understanding interactions between SARS-CoV-2 and the human host, with the potential to inform the design of therapeutics and vaccines, as well as to provide invaluable pathogenetic and epidemiological insights.
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Affiliation(s)
- Hannah Kockelbergh
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool L69 3GF, UK;
| | - Shelley Evans
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
| | - Tong Deng
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
| | - Ella Clyne
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
| | - Anna Kyriakidou
- School of Clinical Medicine, University of Cambridge, Cambridge CB2 1QP, UK; (A.K.); (A.E.)
| | - Andreas Economou
- School of Clinical Medicine, University of Cambridge, Cambridge CB2 1QP, UK; (A.K.); (A.E.)
| | - Kim Ngan Luu Hoang
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
| | - Stephen Woodmansey
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
- Department of Respiratory Medicine, University Hospitals of Morecambe Bay, Kendal LA9 7RG, UK
| | - Andrew Foers
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7YF, UK;
| | - Anna Fowler
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool L69 3GF, UK;
| | - Elizabeth J. Soilleux
- Department of Pathology, University of Cambridge, Cambridge CB2 1QP, UK; (S.E.); (T.D.); (E.C.); (K.N.L.H.); (S.W.)
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Cios KJ, Huda TI, Eakins RA, Mihyu MM, Blanck G. Specific TCR V-J gene segment recombinations leading to the identification pan-V-J CDR3s associated with survival distinctions: diffuse large B-cell lymphoma. Leuk Lymphoma 2022; 63:1314-1322. [PMID: 35019822 DOI: 10.1080/10428194.2021.2020781] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
In the diffuse large B-cell lymphoma (DLBCL) setting, we examined lymph node biopsy, T-cell receptor features, and the DLBLC patient human leukocyte antigen (HLA) alleles, to provide a basis for assessing survival distinctions represented by the National Cancer Institute Center for Cancer Research (NCICCR) dataset. While previous analyses of other cancer datasets have indicated that specific T-cell receptor (TCR) V or J gene segments, independently, can be associated with a survival distinction, we have here identified V-J recombinations, representing specific V and J gene segments associated with survival distinctions. As specific V-J recombinations represent relatively conserved complementarity determining region-3 (CDR3) amino acid sequences, we assessed the entire DLBCL NCICCR dataset for such conserved CDR3 features. Overall, this approach indicated the opportunity of identifying DLBCL patient subpopulations with TCR CDR3 features, and HLA alleles, with significant survival distinctions, possibly identifying cohorts more likely to benefit from a given immunotherapy.
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Affiliation(s)
- Konrad J Cios
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Taha I Huda
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Rachel A Eakins
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Moody M Mihyu
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA.,Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
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11
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Shen J, Guo L, Lei W, Liu S, Yan P, Liu H, Zhou J, Zhou Q, Liu F, Jiang T, Wang H, Wu J, Chen J, Wang R. Urinary donor-derived cell-free DNA as a non-invasive biomarker for BK polyomavirus-associated nephropathy. J Zhejiang Univ Sci B 2021; 22:917-928. [PMID: 34783222 DOI: 10.1631/jzus.b2100131] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BK polyomavirus-associated nephropathy (BKPyVAN) is a common cause of allograft failure. However, differentiation between BKPyVAN and type I T cell-mediated rejection (TCMR) is challenging when simian virus 40 (SV40) staining is negative, because of the similarities in histopathology. This study investigated whether donor-derived cell-free DNA (ddcfDNA) can be used to differentiate BKPyVAN. Target region capture sequencing was applied to detect the ddcfDNAs of 12 recipients with stable graft function, 22 with type I TCMR, 21 with proven BKPyVAN, and 5 with possible PyVAN. We found that urinary ddcfDNA levels were upregulated in recipients with graft injury, whereas plasma ddcfDNA levels were comparable for all groups. The median urinary concentrations and fractions of ddcfDNA in proven BKPyVAN recipients were significantly higher than those in type I TCMR recipients (10.4 vs. 6.1 ng/mL, P<0.001 and 68.4% vs. 55.3%, P=0.013, respectively). Urinary ddcfDNA fractions (not concentrations) were higher in the BKPyVAN-pure subgroup than in the BKPyVAN-rejection-like subgroup (81.30% vs. 56.64%, P=0.025). With a cut-off value of 7.81 ng/mL, urinary ddcfDNA concentrations distinguished proven BKPyVAN from type I TCMR (area under the curve (AUC)=0.848, 95% confidence interval (95% CI): 0.734 to 0.963). These findings suggest that urinary ddcfDNA is a non-invasive biomarker which can reliably differentiate BKPyVAN from type I TCMR.
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Affiliation(s)
- Jia Shen
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Luying Guo
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Wenhua Lei
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Shuaihui Liu
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Pengpeng Yan
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Haitao Liu
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Jingyi Zhou
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Qin Zhou
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Feng Liu
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Tingya Jiang
- AlloDx (Shanghai) Biotech., Co., Ltd., Shanghai 201100, China
| | - Huiping Wang
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Jianyong Wu
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Jianghua Chen
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China.,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China.,Zhejiang University Institute of Nephrology, Hangzhou 310003, China
| | - Rending Wang
- Kidney Disease Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China. .,National Key Clinical Department of Kidney Diseases, Hangzhou 310003, China. .,Key Laboratory of Kidney Disease Prevention and Control Technology of Zhejiang Province, Hangzhou 310003, China. .,Zhejiang University Institute of Nephrology, Hangzhou 310003, China. .,Organ Donation and Coordination Office, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China.
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12
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Bloom RD, Augustine JJ. Beyond the Biopsy: Monitoring Immune Status in Kidney Recipients. Clin J Am Soc Nephrol 2021; 16:1413-1422. [PMID: 34362810 PMCID: PMC8729582 DOI: 10.2215/cjn.14840920] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Improved long-term kidney allograft survival is largely related to better outcomes at 12 months, in association with declining acute rejection rates and more efficacious immunosuppression. Finding the right balance between under- and overimmunosuppression or rejection versus immunosuppression toxicity remains one of transplant's holy grails. In the absence of precise measures of immunosuppression burden, transplant clinicians rely on nonspecific, noninvasive tests and kidney allograft biopsy generally performed for cause. This review appraises recent advances of conventional monitoring strategies and critically examines the plethora of emerging tests utilizing tissue, urine, and blood samples to improve upon the diagnostic precision of allograft surveillance.
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Affiliation(s)
- Roy D Bloom
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Joshua J Augustine
- Department of Medicine, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio
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13
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Kim JY, Lei Z, Maienschein-Cline M, Chlipala GE, Balamurugan A, McDiarmid SV, Azari K, Yang OO. Longitudinal Analysis of the T-cell Receptor Repertoire in Graft-infiltrating Lymphocytes Following Hand Transplantation. Transplantation 2021; 105:1502-1509. [PMID: 33208695 PMCID: PMC8221714 DOI: 10.1097/tp.0000000000003535] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 10/02/2020] [Indexed: 01/23/2023]
Abstract
BACKGROUND T lymphocyte-mediated acute rejection is a significant complication following solid organ transplantation. Standard methods of monitoring for acute rejection rely on assessing histological tissue damage but do not define the immunopathogenesis. Additionally, current therapies for rejection broadly blunt cellular immunity, creating a high risk for opportunistic infections. There is, therefore, a need to better understand the process of acute cellular rejection to help develop improved prognostic tests and narrowly targeted therapies. METHODS Through next-generation sequencing, we characterized and compared the clonal T-cell receptor (TCR) repertoires of graft-infiltrating lymphocytes (GILs) and blood-derived lymphocytes from a hand transplant recipient over 420 days following transplantation. We also tracked the TCR clonal persistence and V beta (BV) gene usage, evaluating overlap between these 2 compartments. RESULTS TCR repertoires of blood and GIL populations remained distinct throughout the sampling period, and differential BV usage was consistently seen between these compartments. GIL TCR clones persisted over time and were seen in only limited frequency in the blood T-lymphocyte populations. CONCLUSIONS We demonstrate that blood monitoring of TCR clones does not reveal the pathogenic process of acute cellular rejection in transplanted tissue. GILs show clonal persistence with biased BV usage, suggesting that tissue TCR clonal monitoring could be useful, although a deeper understanding is necessary to prognosticate rejection based on TCR clonal repertoires. Finally, the distinct TCR BV usage bias in GILs raises the possibility for prevention and therapy of acute cellular rejection based on targeting of specific TCR clones.
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Affiliation(s)
- Joseph Y. Kim
- Division of Infectious Diseases, Department of Medicine, University of Illinois College of Medicine Peoria, Peoria, IL
| | - Zhengdeng Lei
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - Mark Maienschein-Cline
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - George E. Chlipala
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - Arumugam Balamurugan
- Division of Infectious Diseases, Department of Medicine, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Sue V. McDiarmid
- Department of Pediatrics, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Kodi Azari
- Department of Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Orthopaedic Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Otto O. Yang
- Division of Infectious Diseases, Department of Medicine, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Microbiology, Immunology, and Molecular Genetics, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
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14
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Huda TI, Mihyu M, Gozlan EC, Arndt MF, Diaz MJ, Zaman S, Chobrutskiy BI, Blanck G. Specific HLA alleles, paired with TCR V- and J-gene segment usage, link to distinct multiple myeloma survival rates. Leuk Lymphoma 2021; 62:1711-1720. [PMID: 33622167 DOI: 10.1080/10428194.2021.1885655] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Multiple myeloma (MM) immunogenomics studies related to T-cell characterizations and involving large patient sets have been lacking, particularly in comparison to solid tumor types. Thus, we evaluated (i) HLA alleles, and (ii) T-Cell Receptor (TCR) V- and J-gene segment, HLA allele combinations, based on TCR recombinations in blood samples, for their potential associations with overall survival distinctions among an MM cohort. Two HLA alleles, and seven TCR V- or J-gene segment, HLA allele combinations were found to be associated with distinct overall survival rates. For examples, HLA-C*08:02, and the TRAV19, HLA-C*07:01 combination, were found to be associated with negative outcomes. In addition, anti-cytomegalovirus immune receptor sequences, from blood samples, were found to be associated with a positive outcome (p = 0.012, n = 278). These data, and other related immunogenomics data, indicate a potential opportunity to use personal immunogenetics parameters as guides to prognosis and therapies.
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Affiliation(s)
- Taha I Huda
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Moody Mihyu
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Etienne C Gozlan
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Mary F Arndt
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Michael J Diaz
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Saif Zaman
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Boris I Chobrutskiy
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA.,Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
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15
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Adam BA, Kikic Z, Wagner S, Bouatou Y, Gueguen J, Drieux F, Reid G, Du K, Bräsen JH, D'Agati VD, Drachenberg CB, Farkash EA, Brad Farris A, Geldenhuys L, Loupy A, Nickeleit V, Rabant M, Randhawa P, Regele H, Mengel M. Intragraft gene expression in native kidney BK virus nephropathy versus T cell-mediated rejection: Prospects for molecular diagnosis and risk prediction. Am J Transplant 2020; 20:3486-3501. [PMID: 32372431 DOI: 10.1111/ajt.15980] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Revised: 04/03/2020] [Accepted: 04/25/2020] [Indexed: 01/25/2023]
Abstract
Novel tools are needed to improve diagnostic accuracy and risk prediction in BK virus nephropathy (BKVN). We assessed the utility of intragraft gene expression testing for these purposes. Eight hundred genes were measured in 110 archival samples, including a discovery cohort of native kidney BKVN (n = 5) vs pure T cell-mediated rejection (TCMR; n = 10). Five polyomavirus genes and seven immune-related genes (five associated with BKVN and two associated with TCMR) were significantly differentially expressed between these entities (FDR < 0.05). These three sets of genes were further evaluated in samples representing a spectrum of BK infection (n = 25), followed by a multicenter validation cohort of allograft BKVN (n = 60) vs TCMR (n = 10). Polyomavirus 5-gene set expression reliably distinguished BKVN from TCMR (validation cohort AUC = 0.992), but the immune gene sets demonstrated suboptimal diagnostic performance (AUC ≤ 0.720). Within the validation cohort, no significant differences in index biopsy gene expression were identified between BKVN patients demonstrating resolution (n = 35), persistent infection (n = 14) or de novo rejection (n = 11) 6 months following a standardized reduction in immunosuppression. These results suggest that, while intragraft polyomavirus gene expression may be useful as an ancillary diagnostic for BKVN, assessment for concurrent TCMR and prediction of clinical outcome may not be feasible with current molecular tools.
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Affiliation(s)
- Benjamin A Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - Zeljko Kikic
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Siegfried Wagner
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - Yassine Bouatou
- Paris Translational Research Center for Organ Transplantation, Paris, France
| | - Juliette Gueguen
- Paris Translational Research Center for Organ Transplantation, Paris, France
| | - Fanny Drieux
- Department of Pathology, Necker Hospital, Paris, France
| | - Graeme Reid
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - Katie Du
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - Jan H Bräsen
- Nephropathology Unit, Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Vivette D D'Agati
- Department of Pathology, Columbia University Medical Center, New York, New York, USA
| | - Cinthia B Drachenberg
- Department of Pathology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Evan A Farkash
- Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | - Alexandre Loupy
- Paris Translational Research Center for Organ Transplantation, Paris, France
| | - Volker Nickeleit
- Division of Nephropathology, Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Marion Rabant
- Department of Pathology, Necker Hospital, Paris, France
| | - Parmjeet Randhawa
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Heinz Regele
- Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
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16
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BK polyomavirus-specific antibody and T-cell responses in kidney transplantation: update. Curr Opin Infect Dis 2020; 32:575-583. [PMID: 31567736 DOI: 10.1097/qco.0000000000000602] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW BK polyomavirus (BKPyV) has emerged as a significant cause of premature graft failure after kidney transplantation. Without effective antiviral drugs, treatment is based on reducing immunosuppression to regain immune control over BKPyV replication. The paradigm of high-level viruria/decoy cells, BKPyV-DNAemia, and proven nephropathy permits early interventions. Here, we review recent findings about BKPyV-specific antibody and T-cell responses and their potential role in risk stratification, immune monitoring, and therapy. RECENT FINDING Kidney transplant recipients having low or undetectable BKPyV-specific IgG immunoglobulin G (IgG) are higher risk for developing BKPyV-DNAemia if the donor has high BKPyV-specific IgG. This observation has been extended to neutralizing antibodies. Immunosuppression, impaired activation, proliferation, and exhaustion of BKPyV-specific T cells may increase the risk of developing BKPyV-DNAemia and nephropathy. Clearance of BKPyV-DNAemia was correlated with high CD8 T cell responses to human leukocyte antigen (HLA)-types presenting BKPyV-encoded immunodominant 9mers. For clinical translation, these data need to be assessed in appropriately designed clinical studies, as outlined in recent guidelines on BKPyV in kidney transplantation. SUMMARY Evaluation of BKPyV-specific immune responses in recipient and donor may help to stratify the risk of BKPyV-DNAemia, nephropathy, and graft loss. Future efforts need to evaluate clinical translation, vaccines, and immunotherapy to control BKPyV replication.
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17
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A Multicenter Application of the 2018 Banff Classification for BK Polyomavirus-associated Nephropathy in Renal Transplantation. Transplantation 2020; 103:2692-2700. [PMID: 30896679 DOI: 10.1097/tp.0000000000002712] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND With current immunosuppressive regimens, BK polyomavirus-associated nephropathy (BKPyVAN) is still a matter of concern. Stratification of patients at risk for allograft loss is of uttermost importance to guide treatment choice and assess prognosis. In 2018, the Banff working group proposed a classification scheme for the prognosis of BKPyVAN, but external application on independent cohorts is yet to be performed. We investigated how the 2018 Banff classification would perform in a multicenter cohort comprising 50 cases of biopsy-proven BKPyVAN compared to previously published classification systems. METHODS We analyzed consecutive BKPyVAN cases from two Dutch university hospitals between 2002 and 2013, retrieved clinical data, and scored all biopsies according to the Banff 2018 classification, and as a comparison, 4 previously proposed BKPyVAN classification systems. We used estimated glomerular filtration rate trajectories and death-censored graft survival as primary endpoints. RESULTS The 2018 Banff classification did not associate with estimated glomerular filtration rate decline or graft failure and performed only slightly better than the 4 previously proposed classifiers. Anti-human leukocyte antigen donor-specific antibodies (DSAs), especially in combination with ongoing biopsy-proven BKPyVAN on follow-up, did correlate with graft function and survival. Patients who were DSA+/BKPyVAN+ on follow-up had more inflammation at the baseline biopsy, which by itself was not associated with graft outcomes. CONCLUSIONS Neither the 2018 Banff BKPyVAN classification nor previously published stratification systems could be applied to our multicenter patient cohort. Our data suggest that there might be a prognostic value for follow-up biopsies and DSA measurements to improve risk stratification after BKPyVAN, although prospective multicenter efforts with protocol measurements are needed to confirm this.
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18
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Reischig T, Kacer M, Hes O, Machova J, Nemcova J, Kormunda S, Pivovarcikova K, Bouda M. Viral load and duration of BK polyomavirus viraemia determine renal graft fibrosis progression: histologic evaluation of late protocol biopsies. Nephrol Dial Transplant 2020; 34:1970-1978. [PMID: 31071208 DOI: 10.1093/ndt/gfz061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 03/01/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Polyomavirus BK (BKV) infection of the renal allograft causes destructive tissue injury with inflammation and subsequent fibrosis. METHODS Using a prospective cohort of patients after kidney transplantation performed between 2003 and 2012, we investigated the role of BKV viraemia in the development and progression of interstitial fibrosis and tubular atrophy (IFTA). The primary outcome was moderate-to-severe IFTA assessed by protocol biopsy at 36 months. RESULTS A total of 207 consecutive recipients were enrolled. Of these, 57 (28%) developed BKV viraemia with 10 (5%) cases of polyomavirus-associated nephropathy (PVAN). Transient (<3 months) BKV viraemia occurred in 70% of patients, and persistent (≥3 months) BKV viraemia in 30%. A high viral load (≥10 000 copies/mL) was detected in 18% and a low viral load (<10 000 copies/mL) in 61%, while the viral load could not be determined in 21%. Moderate-to-severe IFTA was significantly increased in high [71%; odds ratio (OR) = 12.1; 95% confidence interval (CI) 1.62-90.0; P = 0.015] or persistent BKV viraemia (67%; OR = 6.33; 95% CI 1.19-33.7; P = 0.031) with corresponding rise in 'interstitial fibrosis + tubular atrophy' scores. Only patients with transient low BKV viraemia showed similar incidence and progression of IFTA to the no-BKV group. Persistent low BKV viraemia was uncommon yet the progression of fibrosis was significant. Only recipients with PVAN experienced inferior graft survival at 5 years. CONCLUSIONS These data suggest that only transient low BKV viraemia does not negatively affect the progression of allograft fibrosis in contrast to excessive risk of severe fibrosis after high or persistent BKV viraemia.
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Affiliation(s)
- Tomas Reischig
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Martin Kacer
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ondrej Hes
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Department of Pathology, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic
| | - Jana Machova
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Jana Nemcova
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Stanislav Kormunda
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Division of Information Technologies and Statistics, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Kristyna Pivovarcikova
- Department of Pathology, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic
| | - Mirko Bouda
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, Czech Republic and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
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19
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Song L, Fang F, Liu P, Zeng G, Liu H, Zhao Y, Xie X, Tseng G, Randhawa P, Xiao K. Quantitative Proteomics for Monitoring Renal Transplant Injury. Proteomics Clin Appl 2020; 14:e1900036. [PMID: 31999393 DOI: 10.1002/prca.201900036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 12/25/2019] [Indexed: 12/15/2022]
Abstract
PURPOSE This study is aimed at developing a molecular diagnostics platform to enhance the interpretation of renal allograft biopsies using quantitative proteomic profiling of formalin-fixed and paraffin-embedded (FFPE) specimens. EXPERIMENTAL DESIGN A quantitative proteomics platform composed of 1) an optimized FFPE protein sample preparation method, 2) a tandem mass tag TMT10-plex-based proteomic workflow, and 3) a systematic statistical analysis pipeline to reveal differentially expressed proteins has been developed. This platform is then tested on a small sample set (five samples per phenotype) to reveal proteomic signatures that can differentiate T-cell mediated rejection (TCMR) and polyomavirus BK nephropathy (BKPyVN) from healthy functionally stable kidney tissue (STA). RESULTS Among 2798 quantified proteins, the expression levels of 740 BKPyVN and 638 TCMR associated proteins are significantly changed compared to STA specimens. Principal component analysis demonstrated good segregation of all three phenotypes investigated. Protein detection and quantitation are highly reproducible: replicate comparative analyses demonstrated 71-84% overlap of detected proteins, and the coefficient of variation for protein measurements is <15% in triplicate liquid chromatography-tandem mass spectrometry runs. CONCLUSIONS AND CLINICAL RELEVANCE Quantitative proteomics can be applied to archived FFPE specimens to differentiate different causes of renal allograft injury.
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Affiliation(s)
- Lei Song
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Department of Urological Organ Transplantation, The Second Xiangya Hospital, Central-South University, Changsha, Hunan, China
| | - Fei Fang
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Peng Liu
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Gang Zeng
- Department of Pathology, The Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Hongda Liu
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Yang Zhao
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Xubiao Xie
- Department of Urological Organ Transplantation, The Second Xiangya Hospital, Central-South University, Changsha, Hunan, China
| | - George Tseng
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Parmjeet Randhawa
- Department of Pathology, The Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Kunhong Xiao
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Biomedical Mass Spectrometry Center, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA
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20
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Zhao H, Li Z, Zhu Y, Hao B. A linear-amplification VDJ-seq technique for quantification of immunoglobulin and T cell receptor diversity. Genome 2019; 63:145-153. [PMID: 31825677 DOI: 10.1139/gen-2019-0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The V(D)J recombination is essential for generating a highly diverse repertoire of antigen receptors expressed on T and B lymphocytes. Here, we developed a linear-amplification VDJ-seq technique for quantifying V(D)J recombination of antigen receptor genes. This technique takes advantage of linear amplification using in vitro transcription and reverse transcription to avoid bias generated by the PCR amplification of low copy number of target DNA. The unrearranged alleles are removed by in vitro cleavage with the CRISPR-Cas9 system. The linear-amplification VDJ-seq assay was applied in quantification of the Vκ-Jκ recombination of the mouse Igκ gene with Jκ capture primers. The Jκ genes were detected in 95.86% of clean reads with more than half containing the Vκ gene, indicating high specificity of capturing and amplification. We also applied this approach to quantify the usage of Jα within the Trav12 gene family of the Tcra gene.
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Affiliation(s)
- Hao Zhao
- Guangdong Provincial Key Laboratory of Tumor Immunotherapy, Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Zhaoqiang Li
- Guangdong Provincial Key Laboratory of Tumor Immunotherapy, Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Yongchang Zhu
- Guangdong Provincial Key Laboratory of Tumor Immunotherapy, Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Bingtao Hao
- Guangdong Provincial Key Laboratory of Tumor Immunotherapy, Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China.,Henan Medical Genetics Institute, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan Province, P.R. China
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21
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Pakasticali N, Gill T, Chobrutskiy BI, Tong WL, Ramsamooj M, Blanck G. TRAV gene segments further away from the TRAJ gene segment cluster appear more commonly in human tumor and blood samples. Mol Immunol 2019; 116:174-179. [PMID: 31704500 DOI: 10.1016/j.molimm.2019.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 09/17/2019] [Accepted: 10/13/2019] [Indexed: 10/25/2022]
Abstract
We considered the possibility that the greater the distance between an immune receptor V and J, the more likely the V usage. Such a hypothesis is supported by results from mouse experiments. And, such a hypothesis is consistent with the fundamental nature of recombination and genomic distance: the further the distance, the greater the chance of a DNA break. Thus, we exploited the vast dataset of V and J recombination reads available for the human TRA gene, particularly from cancer and blood specimens, to assess the frequency of TRAV usage with respect to distance from the TRAJ cluster. Results indicated that, indeed, over the entire TRAV cluster, there is a greater chance of V usage the further the distance from the J cluster. These results do not address causation, and are not consistent for certain individual V gene segments, but the results do indicate that overall, the larger the distance between the V and J gene segment cluster, the more likely the appearance of at least a subset of TRAV segments, particularly among tumor infiltrating lymphocytes. With a similar approach, the distal TRAV gene segments were also found to be more commonly associated with a subset of distal TRAJ segments. These results have implications for restrictions on the apparent TRA repertoire in disease settings.
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Affiliation(s)
- Nagehan Pakasticali
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States; Department of Basic Sciences, National University of Health Sciences, Pinellas Park, Florida, 33781, United States
| | - Tommy Gill
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States
| | - Boris I Chobrutskiy
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States
| | - Wei Lue Tong
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States
| | - Michael Ramsamooj
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States
| | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida, 33612, United States; Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, 33612, United States.
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22
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Stranavova L, Pelak O, Svaton M, Hruba P, Fronkova E, Slavcev A, Osickova K, Maluskova J, Hubacek P, Fronek J, Reinke P, Volk HD, Kalina T, Viklicky O. Heterologous Cytomegalovirus and Allo-Reactivity by Shared T Cell Receptor Repertoire in Kidney Transplantation. Front Immunol 2019; 10:2549. [PMID: 31736968 PMCID: PMC6834532 DOI: 10.3389/fimmu.2019.02549] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 10/14/2019] [Indexed: 12/29/2022] Open
Abstract
Cytomegalovirus (CMV) infection is associated with allograft rejection but the mechanisms behind are poorly defined yet. Although cross-reactivity of T cells to alloantigen and CMV has been hypothesized, direct evidence in patients is lacking. In this observational cohort study, we tested the pre-transplant effector/memory T cell response to CMV peptide pools and alloantigen in 78 living donor/recipient pairs using the interferon-gamma Enzyme-Linked ImmunoSpot (ELISPOT) assay. To prove the hypothesis of cross-reactivity, we analyzed by applying next-generation sequencing the T cell receptor ß (TCR- ß) repertoire of CMV- and alloantigen-reactive T cells enriched from peripheral pre-transplant blood of 11 CMV-seropositive and HLA class I mismatched patients. Moreover, the TCR-repertoire was also analyzed in the allograft biopsies of those patients. There was a significant association between the presence of pre-transplant CMV immediate-early protein 1 (IE-1)-specific effector/memory T cells and acute renal allograft rejection and function (p = 0.01). Most importantly, we revealed shared TCR-ß sequences between CMV-IE1 and donor alloantigen-reactive T cells in all pre-transplant peripheral blood samples analyzed in CMV-seropositive patients who received HLA class I mismatched grafts. Identical TCR sequences were also found in particular in post-transplant allograft biopsies of patients with concomitant CMV infection and rejection. Our data show the presence of functional, cross-reactive T cells and their clonotypes in peripheral blood and in kidney allograft tissue. It is therefore likely that CMV-donor cross-reactivity as well as CMV specific T cell elicited inflammation is involved in the processes that affect allograft outcomes.
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Affiliation(s)
- Lucia Stranavova
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Ondrej Pelak
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine, Charles University Prague and University Hospital Motol, Prague, Czechia
| | - Michael Svaton
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine, Charles University Prague and University Hospital Motol, Prague, Czechia
| | - Petra Hruba
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Eva Fronkova
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine, Charles University Prague and University Hospital Motol, Prague, Czechia
| | - Antonij Slavcev
- Department of Immunogenetics, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Klara Osickova
- Department of Nephrology, Transplant Centre, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Jana Maluskova
- Department of Transplant Pathology, Transplant Centre, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Petr Hubacek
- Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine and Motol University Hospital, Charles University, Prague, Czechia
| | - Jiri Fronek
- Department of Transplant Surgery, Institute for Clinical and Experimental Medicine, Prague, Czechia
| | - Petra Reinke
- BIH Centre for Regenerative Therapies, Berlin Centre for Advanced Therapies, Charité University Medicine Berlin, Berlin, Germany
| | - Hans-Dieter Volk
- BIH Centre for Regenerative Therapies, Berlin Centre for Advanced Therapies, Charité University Medicine Berlin, Berlin, Germany
| | - Tomas Kalina
- CLIP - Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and Oncology, 2nd Faculty of Medicine, Charles University Prague and University Hospital Motol, Prague, Czechia
| | - Ondrej Viklicky
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czechia.,Department of Nephrology, Transplant Centre, Institute for Clinical and Experimental Medicine, Prague, Czechia
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23
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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: 2.4] [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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24
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Reischig T, Kacer M, Hes O, Machova J, Nemcova J, Lysak D, Jindra P, Pivovarcikova K, Kormunda S, Bouda M. Cytomegalovirus prevention strategies and the risk of BK polyomavirus viremia and nephropathy. Am J Transplant 2019; 19:2457-2467. [PMID: 31220412 DOI: 10.1111/ajt.15507] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Revised: 06/11/2019] [Accepted: 06/13/2019] [Indexed: 01/25/2023]
Abstract
Polyomavirus BK (BKV) is the cause of polyomavirus-associated nephropathy resulting in premature graft loss. There are limited data regarding the role of cytomegalovirus (CMV) infection and its prevention in developing BKV viremia and PVAN. In a prospective study, we analyzed 207 consecutive renal transplant recipients previously enrolled in 2 randomized trials evaluating different CMV prevention regimens with routine screening for BKV and CMV. Of these, 59 received valganciclovir and 100 valacyclovir prophylaxis; 48 patients were managed by preemptive therapy. At 3 years, the incidence of BKV viremia and PVAN was 28% and 5%, respectively. CMV DNAemia developed in 55% and CMV disease in 6%. Both BKV viremia (42% vs 23% vs 21%, P = .006) and PVAN (12% vs 2% vs 2%, P = .011) were increased in patients treated with valganciclovir prophylaxis compared to valacyclovir and preemptive therapy. Using multivariate Cox proportional hazard regression, valganciclovir prophylaxis was independent predictor of BKV viremia (hazard ratio [HR] = 2.38, P = .002) and PVAN (HR = 4.73, P = .026). In contrast, the risk of subsequent BKV viremia was lower in patients with antecedent CMV DNAemia (HR = 0.50, P = .018). These data suggest valganciclovir prophylaxis may be associated with increased risk of BKV viremia and PVAN. CMV DNAemia did not represent a risk for BKV.
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Affiliation(s)
- Tomas Reischig
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Martin Kacer
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ondrej Hes
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Department of Pathology, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic
| | - Jana Machova
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Jana Nemcova
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Daniel Lysak
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Department of Haematology and Oncology, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic
| | - Pavel Jindra
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Department of Haematology and Oncology, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic
| | - Kristyna Pivovarcikova
- Department of Pathology, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic
| | - Stanislav Kormunda
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.,Division of Information Technologies and Statistics, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Mirko Bouda
- Department of Internal Medicine I, Faculty of Medicine in Pilsen, Charles University, and Teaching Hospital, Pilsen, Czech Republic.,Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
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25
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Anderson DJ, Lo DJ, Leopardi F, Song M, Strobert EA, Jenkins JB, Larsen CP, Kirk AD. Corticosteroids and methotrexate as adjuvants to costimulation blockade in non-human primate renal transplantation. Clin Transplant 2019; 33:e13568. [PMID: 31006146 PMCID: PMC6597274 DOI: 10.1111/ctr.13568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 03/18/2019] [Accepted: 04/04/2019] [Indexed: 12/21/2022]
Abstract
Belatacept, the CD28-B7 costimulation pathway inhibitor, has been approved as a calcineurin inhibitor (CNI) alternative in kidney transplantation. Although costimulation blockade (CoB) allows for CNI avoidance, it is associated with increased rates of early rejection, prompting a search for agents to pair with belatacept. Methotrexate (MTX) is an antimetabolite that has been found to be complimentary with abatacept, a lower affinity CD28-B7-specific analogue of belatacept, in the treatment of rheumatoid arthritis (RA). We examined whether this synergy would extend to prevention of kidney allograft rejection. Rhesus macaques underwent kidney transplantation treated with abatacept maintenance therapy with either a steroid taper, MTX, or both. The combination of abatacept maintenance with steroids prolonged graft survival compared to untreated historical controls and previous reports of abatacept monotherapy. The addition of MTX did not provide additional benefit. These data demonstrate that abatacept with adjuvant therapy may delay the onset of acute rejection, but fail to show synergy between abatacept and MTX beyond that of steroids. These findings indicate that MTX is unlikely to be a suitable adjuvant to CoB in kidney transplantation, but also suggest that with further modification, a CoB regimen used for advanced RA may suffice for RA patients requiring kidney transplantation.
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Affiliation(s)
| | - Denise J. Lo
- Emory Transplant Center, Emory University, Atlanta, GA
| | | | | | | | - Joe B. Jenkins
- Yerkes National Primate Center, Emory University, Atlanta, GA
| | | | - Allan D. Kirk
- Emory Transplant Center, Emory University, Atlanta, GA
- Department of Surgery, Duke University, Durham, NC
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26
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Hirsch HH, Randhawa PS. BK polyomavirus in solid organ transplantation-Guidelines from the American Society of Transplantation Infectious Diseases Community of Practice. Clin Transplant 2019; 33:e13528. [PMID: 30859620 DOI: 10.1111/ctr.13528] [Citation(s) in RCA: 232] [Impact Index Per Article: 46.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 02/26/2019] [Indexed: 02/07/2023]
Abstract
The present AST-IDCOP guidelines update information on BK polyomavirus (BKPyV) infection, replication, and disease, which impact kidney transplantation (KT), but rarely non-kidney solid organ transplantation (SOT). As pretransplant risk factors in KT donors and recipients presently do not translate into clinically validated measures regarding organ allocation, antiviral prophylaxis, or screening, all KT recipients should be screened for BKPyV-DNAemia monthly until month 9, and then every 3 months until 2 years posttransplant. Extended screening after 2 years may be considered in pediatric KT. Stepwise immunosuppression reduction is recommended for KT patients with plasma BKPyV-DNAemia of >1000 copies/mL sustained for 3 weeks or increasing to >10 000 copies/mL reflecting probable and presumptive BKPyV-associated nephropathy, respectively. Reducing immunosuppression is also the primary intervention for biopsy-proven BKPyV-associated nephropathy. Hence, allograft biopsy is not required for treating BKPyV-DNAemic patients with baseline renal function. Despite virological rationales, proper randomized clinical trials are lacking to generally recommend treatment by switching from tacrolimus to cyclosporine-A, from mycophenolate to mTOR inhibitors or leflunomide or by the adjunct use of intravenous immunoglobulins, leflunomide, or cidofovir. Fluoroquinolones are not recommended for prophylaxis or therapy. Retransplantation after allograft loss due to BKPyV nephropathy can be successful if BKPyV-DNAemia is definitively cleared, independent of failed allograft nephrectomy.
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Affiliation(s)
- Hans H Hirsch
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland.,Infectious Diseases & Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Parmjeet S Randhawa
- Division of Transplantation Pathology, Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania.,Thomas E Starzl Transplantation Institute, Pittsburgh, Pennsylvania
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27
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Roca AM, Chobrutskiy BI, Callahan BM, Blanck G. T-cell receptor V and J usage paired with specific HLA alleles associates with distinct cervical cancer survival rates. Hum Immunol 2019; 80:237-242. [DOI: 10.1016/j.humimm.2019.01.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 01/18/2019] [Accepted: 01/22/2019] [Indexed: 11/29/2022]
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28
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David-Neto E, Agena F, Silva Ribeiro David D, Paula FJD, Camera Pierrotti LC, Domingues Fink MC, Fonseca de Azevedo LS. Effect of polyoma viremia on 3-year allograft kidney function. Transpl Infect Dis 2019; 21:e13056. [PMID: 30712328 DOI: 10.1111/tid.13056] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 01/10/2019] [Accepted: 01/27/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Polyoma viremia is associated with damage to renal tubular and urothelial cells. This may imply that a certain level of viremia, even cleared thereafter, could be associated with long-term renal dysfunction. METHODS We, retrospectively, analyzed 390 first renal transplants adult recipients (≥18 years) who were monitored for BK viremia in the first 12 months and evaluated estimated GFR (MDRD-4 equation) at 1 month and at the last follow-up (959 ± 392 days). RESULTS One hundred and ninety-nine patients (51%) developed at least one positive viremia: 105 (53%) low viremia (<104 copies/mL), 36 (18%) high viremia (4 × 104 > viremia ≥ 104 copies/mL) and 58 (15%) viremia (≥4 × 104 copies/mL) consistent with polyoma virus associated nephropathy (PyVAN). Out of these 58 patients, 24 (6%) developed bx-proven (SV40+) PyVAN and 34(8.7%) presumptive PyVAN (SV40-). Baseline characteristics, immunosuppression, KDRI, rejection episodes, etc., did not differ among groups but there were more deceased donors and ATG induction therapy in the high viremia group. At last follow-up, all patients in the low, high viremia and presumptive PyVAN (except 2) had cleared BK viremia. Bx-proven PyVAN led to 14 graft losses, 10 due to PyVAN. In the presumptive PyVAN there was only one graft loss registered as due to PyVAN. eGFR, at 1 month after KTx, did not differ among groups (51 ± 22 vs 48 ± 24 vs 45 ± 27 vs 43 ± 18 vs 46 ± 22 mL/min/1.73 m2 ), for no, low and high viremia as well for presumptive PyVAN and bx-proven PyVAN groups, respectively. At the last follow-up, eGFR did not differ between the no, low, and high viremia compared to baseline and to each other but was statistically lower in the presumptive and bx-proven PyVAN (38 ± 15 and 17 ± 7 mL/min/1.73 m2 ) either compared to baseline or to the other groups. CONCLUSIONS This study shows that low and high levels of BK viremia do not lead to GFR changes although very high viremia levels, compatible with presumptive or bx-proven PyVAN, even if cleared thereafter, lead to allograft damage and decreased GFR.
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Affiliation(s)
- Elias David-Neto
- Renal Transplantation Service, Division of Urology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil.,Division of Nephrology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil
| | - Fabiana Agena
- Renal Transplantation Service, Division of Urology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil
| | - Daisa Silva Ribeiro David
- Division of Pathology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil
| | - Flavio Jota de Paula
- Renal Transplantation Service, Division of Urology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil
| | | | | | - Luiz Sergio Fonseca de Azevedo
- Renal Transplantation Service, Division of Urology, Hospital das Clínicas, Sao Paulo University School of Medicine, São Paulo, Brazil
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29
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Devresse A, Tinel C, Vermorel A, Snanoudj R, Morin L, Avettand‐Fenoel V, Amrouche L, Scemla A, Zuber J, Legendre C, Rabant M, Anglicheau D. No clinical benefit of rapid versus gradual tapering of immunosuppression to treat sustained
BK
virus viremia after kidney transplantation: a single‐center experience. Transpl Int 2019; 32:481-492. [DOI: 10.1111/tri.13392] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 10/22/2018] [Accepted: 12/13/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Arnaud Devresse
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
- Division of Nephrology University Hospital Saint‐Luc Brussels Belgium
- Institute of Experimental and Clinical Research Catholic University of Louvain Brussels Belgium
| | - Claire Tinel
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
- Necker‐Enfants Malades Institute French National Institute of Health and Medical Research U1151 Paris France
| | - Agathe Vermorel
- Necker‐Enfants Malades Institute French National Institute of Health and Medical Research U1151 Paris France
| | - Renaud Snanoudj
- Nephrology and Transplantation Department Foch Hospital Suresnes France
| | - Lise Morin
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
| | - Véronique Avettand‐Fenoel
- Paris Descartes Sorbonne Paris Cité University Paris France
- Department of Virology Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
| | - Lucile Amrouche
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
| | - Anne Scemla
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
| | - Julien Zuber
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
- Paris Descartes Sorbonne Paris Cité University Paris France
| | - Christophe Legendre
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
- Paris Descartes Sorbonne Paris Cité University Paris France
| | - Marion Rabant
- Necker‐Enfants Malades Institute French National Institute of Health and Medical Research U1151 Paris France
- Paris Descartes Sorbonne Paris Cité University Paris France
- Pathology Department Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation Necker Hospital Assistance Publique‐Hôpitaux de Paris Paris France
- Necker‐Enfants Malades Institute French National Institute of Health and Medical Research U1151 Paris France
- Paris Descartes Sorbonne Paris Cité University Paris France
- Centaure Foundation and Labex Transplantex Necker Hospital Paris France
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Chobrutskiy BI, Zaman S, Diviney A, Mihyu MM, Blanck G. T-cell receptor-α CDR3 domain chemical features correlate with survival rates in bladder cancer. J Cancer Res Clin Oncol 2018; 145:615-623. [DOI: 10.1007/s00432-018-2815-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Accepted: 12/04/2018] [Indexed: 01/04/2023]
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31
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Tong WL, Callahan BM, Tu YN, Zaman S, Chobrutskiy BI, Blanck G. Immune receptor recombinations from breast cancer exome files, independently and in combination with specific HLA alleles, correlate with better survival rates. Breast Cancer Res Treat 2018; 173:167-177. [DOI: 10.1007/s10549-018-4961-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 09/06/2018] [Indexed: 12/14/2022]
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32
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Callahan BM, Yavorski JM, Tu YN, Tong WL, Kinskey JC, Clark KR, Fawcett TJ, Blanck G. T-cell receptor-β V and J usage, in combination with particular HLA class I and class II alleles, correlates with cancer survival patterns. Cancer Immunol Immunother 2018; 67:885-892. [PMID: 29508024 PMCID: PMC11028132 DOI: 10.1007/s00262-018-2139-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 02/21/2018] [Indexed: 12/18/2022]
Abstract
Class I and class II HLA proteins, respectively, have been associated with subsets of V(D)J usage resulting from recombination of the T-cell receptor (TCR) genes. Additionally, particular HLA alleles, in combination with dominant TCR V(D)J recombinations, have been associated with several autoimmune diseases. The recovery of TCR recombination reads from tumor specimen exome files has allowed rapid and extensive assessments of V(D)J usage, likely for cancer resident T-cells, across relatively large cancer datasets. The results from this approach, in this report, have permitted an extensive alignment of TCR-β VDJ usage and HLA class I and II alleles. Results indicate the correlation of both better and worse cancer survival rates with particular TCR-β, V and J usage-HLA allele combinations, with differences in median survival times ranging from 7 to 130 months, depending on the cancer and the specific TCR-β V and J usage/HLA class allele combination.
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Affiliation(s)
- Blake M Callahan
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | - John M Yavorski
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | - Yaping N Tu
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | - Wei Lue Tong
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | - Jacob C Kinskey
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | - Kendall R Clark
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA
| | | | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Bd. MDC7, Tampa, FL, 33612, USA.
- Immunology Program, H. Lee Moffitt Cancer and Research Institute, Tampa, FL, USA.
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Abstract
BK polyomavirus (BKV) causes frequent infections during childhood and establishes persistent infections within renal tubular cells and the uroepithelium, with minimal clinical implications. However, reactivation of BKV in immunocompromised individuals following renal or hematopoietic stem cell transplantation may cause serious complications, including BKV-associated nephropathy (BKVAN), ureteric stenosis, or hemorrhagic cystitis. Implementation of more potent immunosuppression and increased posttransplant surveillance has resulted in a higher incidence of BKVAN. Antiviral immunity plays a crucial role in controlling BKV replication, and our increasing knowledge about host-virus interactions has led to the development of improved diagnostic tools and clinical management strategies. Currently, there are no effective antiviral agents for BKV infection, and the mainstay of managing reactivation is reduction of immunosuppression. Development of immune-based therapies to combat BKV may provide new and exciting opportunities for the successful treatment of BKV-associated complications.
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Nankivell BJ, Renthawa J, Sharma RN, Kable K, O'Connell PJ, Chapman JR. BK Virus Nephropathy: Histological Evolution by Sequential Pathology. Am J Transplant 2017; 17:2065-2077. [PMID: 28371308 DOI: 10.1111/ajt.14292] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Revised: 03/09/2017] [Accepted: 03/18/2017] [Indexed: 01/25/2023]
Abstract
Reactivation of BK virus in renal allografts causes a destructive chronic infection. This single-center retrospective cohort study describes the evolution of BK virus allograft nephropathy (BKVAN) from 63 kidneys (from 61 patients) using sequential histopathology (454 biopsies, averaging 7.8 ± 2.6 per kidney) followed for 60.1 mo. Uninfected protocol biopsies formulated time-matched control Banff scores (n = 975). Interstitial inflammation occurred in 73% at diagnosis, correlating with viral histopathology (r = 0.413, p = 0.008) and amplifying early injury with accelerated interstitial fibrosis and tubular atrophy (IF/TA, p = 0.017) by 3 mo. Prodromal simian virus 40 large T antigen (SV40T)-negative inflammation with viremia preceded the histological diagnosis in 23.8%. Persistent subacute injury from viral cytopathic effect was associated with acute tubular necrosis and ongoing interstitial inflammation, culminating in IF/TA in 86.9%. Overall, cellular interstitial infiltration mitigated the intensity of subsequent tubular injury, SV40T, and tissue viral load, assessed by sequential paired histology (p < 0.001). Graft loss was predicted by high-level viremia (hazard ratio [HR] 4.996, 95% CI 2.19-11.396, p < 0.001), deceased donor (HR 3.201, 95% CI 1.149-8.915, p = 0.026), and late acute rejection (HR 3.124, 95% CI 1.037-9.413, p = 0.043). Transplant failure occurred in 38.1%, with uncontrolled infection (58.3%) and SV40T-negative chronic rejection (41.7%) causing losses. BKVAN is characterized by subacute virus-induced tubular injury, inflammation, and progressive nephron destruction. Effective antiviral therapy remains an unmet clinical need.
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Affiliation(s)
- B J Nankivell
- Department of Renal Medicine, Westmead Hospital, Westmead, Australia
| | - J Renthawa
- Department of Tissue Pathology and Diagnostic Oncology, ICPMR, Sydney, Australia
| | - R N Sharma
- Department of Tissue Pathology and Diagnostic Oncology, ICPMR, Sydney, Australia
| | - K Kable
- Department of Renal Medicine, Westmead Hospital, Westmead, Australia
| | - P J O'Connell
- Department of Renal Medicine, Westmead Hospital, Westmead, Australia
| | - J R Chapman
- Department of Renal Medicine, Westmead Hospital, Westmead, Australia
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Trang VD, Rockett R, Jeoffreys N, Trung NV, Hai An HP, Kok J, Dwyer DE. BK polyomavirus: a review of the virology, pathogenesis, clinical and laboratory features, and treatment. Future Virol 2017. [DOI: 10.2217/fvl-2017-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BK polyomavirus (BKPyV) is a non-enveloped, circular dsDNA virus with a genome of approximately 5100 base pairs. It can be divided into four major genotypes, but the effects of different genotypes on clinical disease are uncertain. Primary BKPyV infection is generally acquired asymptomatically in childhood. It establishes low-level persistence in many tissues, particularly the genitourinary tract. Reactivation can lead to severe disease including BKPyV-associated nephropathy confirmed by renal biopsy, hemorrhagic cystitis and meningoencephalitis. Nucleic acid amplification testing of blood and urine is the main diagnostic and prognostic test for BKPyV infection. The treatment of BKPyV infection has concentrated on reduction in immunosuppressive therapy. Recent studies suggest that antiviral drugs have demonstrated only modest benefit, but adoptive T-cell therapies offer potential advances.
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Affiliation(s)
- Van Dinh Trang
- Clinical Laboratory, National Hospital of Tropical Diseases, 78-Giai Phong, Dong Da, Hanoi, Vietnam
- Western Clinical School, Westmead Hospital, The University of Sydney, NSW 2006, Australia
| | - Rebecca Rockett
- Center for Infectious Diseases & Microbiology Laboratory Services, Institute of Clinical Pathology & Medical Research, NSW Health Pathology, Westmead Hospital, Westmead NSW 2145, Australia
| | - Neisha Jeoffreys
- Center for Infectious Diseases & Microbiology Laboratory Services, Institute of Clinical Pathology & Medical Research, NSW Health Pathology, Westmead Hospital, Westmead NSW 2145, Australia
| | - Nguyen Vu Trung
- Clinical Laboratory, National Hospital of Tropical Diseases, 78-Giai Phong, Dong Da, Hanoi, Vietnam
- Department of Medical Microbiology, Hanoi Medical University, No. 1 Ton That Tung St, Dong Da, Hanoi, Vietnam
| | - Ha Phan Hai An
- Department of International Cooperation, Hanoi Medical University, No. 1 Ton That Tung St, Dong Da, Hanoi, Vietnam
- Kidney Diseases & Dialysis Department, Viet Duc Hospital, No. 40 Trang Thi St, Hoan Kiem, Hanoi, Vietnam
| | - Jen Kok
- Center for Infectious Diseases & Microbiology Laboratory Services, Institute of Clinical Pathology & Medical Research, NSW Health Pathology, Westmead Hospital, Westmead NSW 2145, Australia
| | - Dominic E Dwyer
- Western Clinical School, Westmead Hospital, The University of Sydney, NSW 2006, Australia
- Center for Infectious Diseases & Microbiology Laboratory Services, Institute of Clinical Pathology & Medical Research, NSW Health Pathology, Westmead Hospital, Westmead NSW 2145, Australia
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Drachenberg CB, Papadimitriou JC, Chaudhry MR, Ugarte R, Mavanur M, Thomas B, Cangro C, Costa N, Ramos E, Weir MR, Haririan A. Histological Evolution of BK Virus-Associated Nephropathy: Importance of Integrating Clinical and Pathological Findings. Am J Transplant 2017; 17:2078-2091. [PMID: 28422412 DOI: 10.1111/ajt.14314] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 04/06/2017] [Accepted: 04/08/2017] [Indexed: 01/25/2023]
Abstract
Long-term clinicopathological studies of BK-associated nephropathy (PyVAN) are not available. We studied 206 biopsies (71 patients), followed 3.09 ± 1.46 years after immunosuppression reduction. The biopsy features (% immunostain for PyV large T ag + staining and inflammation ± acute rejection) were correlated with viral load dynamics and serum creatinine to define the clinicopathological status (PyVCPS). Incidence of acute rejection was 28% in the second biopsy and 50% subsequently (25% mixed T cell-mediated allograft rejection (TCMR) + antibody-mediated allograft rejection (AMR); rejection overall affected 38% of patients (>50% AMR). Graft loss was 15.4% (0.8-5.3 years after PyVAN); 76% had complete viral clearance (mean 28 weeks). The only predictors of graft loss were acute rejection (TCMR p = 0.008, any type p = 0.07), and increased "t" and "ci" in the second biopsy (p = 0.006 and 0.048). Higher peak viremia correlated with poorer viral clearance (p = 0.002). Presumptive and proven PyVAN had similar presentation, evolution, and outcome. Late PyVAN (>2 years, 9.8%) justifies BK viremia evaluation at any point with graft dysfunction and/or biopsy evaluation. This study describes the histological evolution of PyVAN and corresponding clinicopathological correlations. Although the pathological features overall reflect the viral and immunological interactions, the PyVAN course remains difficult to predict based on any single feature. Appropriate clinical management requires repeat biopsies and determination of the PyVCPS at relevant time points, for corresponding personalized immunosuppression adjustment.
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Affiliation(s)
- C B Drachenberg
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD
| | - J C Papadimitriou
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD
| | - M R Chaudhry
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD
| | - R Ugarte
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - M Mavanur
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - B Thomas
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - C Cangro
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - N Costa
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - E Ramos
- Department of Medicine, Division of Nephrology, Erie County Medical Center, Buffalo, NY
| | - M R Weir
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - A Haririan
- Departments of Medicine, University of Maryland School of Medicine, Baltimore, MD
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Rosati E, Dowds CM, Liaskou E, Henriksen EKK, Karlsen TH, Franke A. Overview of methodologies for T-cell receptor repertoire analysis. BMC Biotechnol 2017; 17:61. [PMID: 28693542 PMCID: PMC5504616 DOI: 10.1186/s12896-017-0379-9] [Citation(s) in RCA: 194] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 06/26/2017] [Indexed: 12/13/2022] Open
Abstract
Background The T-cell receptor (TCR), located on the surface of T cells, is responsible for the recognition of the antigen-major histocompatibility complex, leading to the initiation of an inflammatory response. Analysing the TCR repertoire may help to gain a better understanding of the immune system features and of the aetiology and progression of diseases, in particular those with unknown antigenic triggers. The extreme diversity of the TCR repertoire represents a major analytical challenge; this has led to the development of specialized methods which aim to characterize the TCR repertoire in-depth. Currently, next generation sequencing based technologies are most widely employed for the high-throughput analysis of the immune cell repertoire. Results Here, we report on the latest methodological advancements in the field by describing and comparing the available tools; from the choice of the starting material and library preparation method, to the sequencing technologies and data analysis. Finally, we provide a practical example and our own experience by reporting some exemplary results from a small internal benchmark study, where current approaches from the literature and the market are employed and compared. Conclusions Several valid methods for clonotype identification and TCR repertoire analysis exist, however, a gold standard method for the field has not yet been identified. Depending on the purpose of the scientific study, some approaches may be more suitable than others. Finally, due to possible method specific biases, scientists must be careful when comparing results obtained using different methods. Electronic supplementary material The online version of this article (doi:10.1186/s12896-017-0379-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Elisa Rosati
- Institute of Clinical Molecular Biology, Kiel University, Rosalind-Franklin-Str. 12, 24105, Kiel, Germany
| | - C Marie Dowds
- Institute of Clinical Molecular Biology, Kiel University, Rosalind-Franklin-Str. 12, 24105, Kiel, Germany
| | - Evaggelia Liaskou
- Centre for Liver Research and NIHR Birmingham Liver Biomedical Research Unit, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Eva Kristine Klemsdal Henriksen
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.,Research Institute of Internal Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.,K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Tom H Karlsen
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway.,Section of Gastroenterology, Department of Transplantation Medicine, Division of Surgery, Inflammatory Medicine and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University, Rosalind-Franklin-Str. 12, 24105, Kiel, Germany.
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Alloimmunity But Not Viral Immunity Promotes Allograft Loss in a Mouse Model of Polyomavirus-Associated Allograft Injury. Transplant Direct 2017; 3:e161. [PMID: 28620645 PMCID: PMC5464780 DOI: 10.1097/txd.0000000000000677] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 03/15/2017] [Indexed: 11/30/2022] Open
Abstract
Background The interplay between viral infection and alloimmunity is known to influence the fate of transplanted organs. Clarifying how local virus-associated inflammation/injury and antiviral immunity can alter host alloimmune responses in transplantation remains a critical question. Methods We used a mouse model of polyomavirus (PyV) infection and kidney transplantation to investigate the roles of direct viral pathology, the antiviral immune response, and alloimmunity in the pathogenesis of PyV-associated allograft injury. We have previously shown that an effective primary T cell response is required in PyV-associated graft injury. Results Here we show that the transfer of primed antidonor, but not antiviral, T cells results in PyV-associated allograft injury. In further studies, we use a surrogate minor antigen model (ovalbumin) and show that only antidonor specific T cells and not antiviral specific T cells are sufficient to mediate injury. Lastly, we demonstrate that local but not systemic virus-mediated inflammation and injury within the graft itself are required. Conclusions These data suggest that in this mouse model, the predominant mechanism of allograft injury in PyV-associated injury is due to an augmented alloimmune T cell response driven by virus-induced inflammation/injury within the graft. These studies highlight the important interplay between viral infection and alloimmunity in a model system.
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