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Ningoo M, Cruz-Encarnación P, Khilnani C, Heeger PS, Fribourg M. T-cell receptor sequencing reveals selected donor-reactive CD8 + T cell clones resist antithymocyte globulin depletion after kidney transplantation. Am J Transplant 2024; 24:755-764. [PMID: 38141722 PMCID: PMC11070313 DOI: 10.1016/j.ajt.2023.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 11/21/2023] [Accepted: 12/19/2023] [Indexed: 12/25/2023]
Abstract
High frequencies of donor-reactive memory T cells in the periphery of transplant candidates prior to transplantation are linked to the development of posttransplant acute rejection episodes and reduced allograft function. Rabbit antithymocyte globulin (rATG) effectively depletes naïve CD4+ and CD8+ T cells for >6 months posttransplant, but rATG's effects on human donor-reactive T cells have not been carefully determined. To address this, we performed T cell receptor β-chain sequencing on peripheral blood mononuclear cells aliquots collected pretransplant and serially posttransplant in 7 kidney transplant recipients who received rATG as induction therapy. We tracked the evolution of the donor-reactive CD4+ and CD8+ T cell repertoires and identified stimulated pretransplant, CTV-(surface dye)-labeled, peripheral blood mononuclear cells from each patient with donor cells or third-party cells. Our analyses showed that while rATG depleted CD4+ T cells in all tested subjects, a subset of donor-reactive CD8+ T cells that were present at high frequencies pretransplant, consistent with expanded memory cells, resisted rATG depletion, underwent posttransplant expansion and were functional. Together, our data support the conclusion that a subset of human memory CD8+ T cells specifically reactive to donor antigens expand in vivo despite induction therapy with rATG and thus have the potential to mediate allograft damage.
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Affiliation(s)
- Mehek Ningoo
- Translational Transplant Research Center, Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Immunology Institute Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Pamela Cruz-Encarnación
- Translational Transplant Research Center, Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Immunology Institute Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Calla Khilnani
- Translational Transplant Research Center, Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Immunology Institute Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Peter S Heeger
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Miguel Fribourg
- Translational Transplant Research Center, Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Immunology Institute Icahn School of Medicine at Mount Sinai, New York, New York, USA.
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2
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Paramithiotis E, Varaklis C, Pillet S, Shafiani S, Lancelotta MP, Steinhubl S, Sugden S, Clutter M, Montamat-Sicotte D, Chermak T, Crawford SY, Lambert BL, Mattison J, Murphy RL. Integrated antibody and cellular immunity monitoring are required for assessment of the long term protection that will be essential for effective next generation vaccine development. Front Immunol 2023; 14:1166059. [PMID: 38077383 PMCID: PMC10701527 DOI: 10.3389/fimmu.2023.1166059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 11/06/2023] [Indexed: 12/18/2023] Open
Abstract
The COVID pandemic exposed the critical role T cells play in initial immunity, the establishment and maintenance of long term protection, and of durable responsiveness against novel viral variants. A growing body of evidence indicates that adding measures of cellular immunity will fill an important knowledge gap in vaccine clinical trials, likely leading to improvements in the effectiveness of the next generation vaccines against current and emerging variants. In depth cellular immune monitoring in Phase II trials, particularly for high risk populations such as the elderly or immune compromised, should result in better understanding of the dynamics and requirements for establishing effective long term protection. Such analyses can result in cellular immunity correlates that can then be deployed in Phase III studies using appropriate, scalable technologies. Measures of cellular immunity are less established than antibodies as correlates of clinical immunity, and some misconceptions persist about cellular immune monitoring usefulness, cost, complexity, feasibility, and scalability. We outline the currently available cellular immunity assays, review their readiness for use in clinical trials, their logistical requirements, and the type of information each assay generates. The objective is to provide a reliable source of information that could be leveraged to develop a rational approach for comprehensive immune monitoring during vaccine development.
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Affiliation(s)
| | | | | | | | | | - Steve Steinhubl
- Purdue University, West Lafayette, IN, United States
- PhysIQ, Chicago, IL, United States
| | - Scott Sugden
- Medical and Scientific Affairs, Infectious Diseases, Cepheid, Sunnyvale, CA, United States
| | - Matt Clutter
- Research and Development, CellCarta, Montreal, QC, Canada
| | | | - Todd Chermak
- Regulatory and Government Affairs, CellCarta, Montreal, QC, Canada
| | - Stephanie Y. Crawford
- Department of Pharmacy Systems, Outcomes and Policy, University of Illinois Chicago, Chicago, IL, United States
| | - Bruce L. Lambert
- Department of Communication Studies, Institute for Global Health, Northwestern University, Evanston, IL, United States
| | - John Mattison
- Health Technology Advisory Board, Arsenal Capital, New York, NY, United States
| | - Robert L. Murphy
- Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
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3
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Browne DJ, Kelly AM, Brady JL, Doolan DL. A high-throughput screening RT-qPCR assay for quantifying surrogate markers of immunity from PBMCs. Front Immunol 2022; 13:962220. [PMID: 36110843 PMCID: PMC9469018 DOI: 10.3389/fimmu.2022.962220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 08/03/2022] [Indexed: 11/13/2022] Open
Abstract
Immunoassays that quantitate cytokines and other surrogate markers of immunity from peripheral blood mononuclear cells (PBMCs), such as flow cytometry or Enzyme-Linked Immunosorbent Spot (ELIspot), allow highly sensitive measurements of immune effector function. However, those assays consume relatively high numbers of cells and expensive reagents, precluding comprehensive analyses and high-throughput screening (HTS). To address this issue, we developed a sensitive and specific reverse transcription-quantitative PCR (RT-qPCR)-based HTS assay, specifically designed to quantify surrogate markers of immunity from very low numbers of PBMCs. We systematically evaluated the volumes and concentrations of critical reagents within the RT-qPCR protocol, miniaturizing the assay and ultimately reducing the cost by almost 90% compared to current standard practice. We assessed the suitability of this cost-optimized RT-qPCR protocol as an HTS tool and determined the assay exceeds HTS uniformity and signal variance testing standards. Furthermore, we demonstrate this technique can effectively delineate a hierarchy of responses from as little as 50,000 PBMCs stimulated with CD4+ or CD8+ T cell peptide epitopes. Finally, we establish that this HTS-optimized protocol has single-cell analytical sensitivity and a diagnostic sensitivity equivalent to detecting 1:10,000 responding cells (i.e., 100 Spot Forming Cells/106 PBMCs by ELIspot) with over 90% accuracy. We anticipate this assay will have widespread applicability in preclinical and clinical studies, especially when samples are limited, and cost is an important consideration.
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4
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Crespo E, Vidal-Alabró A, Jouve T, Fontova P, Stein M, Mocka S, Meneghini M, Sefrin A, Hruba P, Gomà M, Torija A, Donadeu L, Favà A, Cruzado JM, Melilli E, Moreso F, Viklicky O, Bemelman F, Reinke P, Grinyó J, Lloberas N, Bestard O. Tacrolimus CYP3A Single-Nucleotide Polymorphisms and Preformed T- and B-Cell Alloimmune Memory Improve Current Pretransplant Rejection-Risk Stratification in Kidney Transplantation. Front Immunol 2022; 13:869554. [PMID: 35833145 PMCID: PMC9272702 DOI: 10.3389/fimmu.2022.869554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 05/23/2022] [Indexed: 11/19/2022] Open
Abstract
Achieving fast immunosuppression blood exposure after kidney transplantation is key to abrogating both preformed and de novo anti-donor humoral and cellular alloresponses. However, while tacrolimus (TAC) is the cornerstone immunosuppressant inhibiting adaptive alloimmunity, its blood exposure is directly impacted by different single-nucleotide polymorphisms (SNPs) in CYP3A TAC-metabolizing enzymes. Here, we investigated how functional TAC-CYP3A genetic variants (CYP3A4*22/CYP3A5*3) influence the main baseline clinical and immunological risk factors of biopsy-proven acute rejection (BPAR) by means of preformed donor-specific antibodies (DSAs) and donor-specific alloreactive T cells (DSTs) in a large European cohort of 447 kidney transplants receiving TAC-based immunosuppression. A total of 70 (15.7%) patients developed BPAR. Preformed DSAs and DSTs were observed in 12 (2.7%) and 227 (50.8%) patients, respectively. According to the different CYP3A4*22 and CYP3A5*3 functional allele variants, we found 4 differential new clusters impacting fasting TAC exposure after transplantation; 7 (1.6%) were classified as high metabolizers 1 (HM1), 71 (15.9%) as HM2, 324 (72.5%) as intermediate (IM), and 45 (10.1%) as poor metabolizers (PM1). HM1/2 showed significantly lower TAC trough levels and higher dose requirements than IM and PM (p < 0.001) and more frequently showed TAC underexposure (<5 ng/ml). Multivariate Cox regression analyses revealed that CYP3A HM1 and IM pharmacogenetic phenotypes (hazard ratio (HR) 12.566, 95% CI 1.99–79.36, p = 0.007, and HR 4.532, 95% CI 1.10–18.60, p = 0.036, respectively), preformed DSTs (HR 3.482, 95% CI 1.99–6.08, p < 0.001), DSAs (HR 4.421, 95% CI 1.63–11.98, p = 0.003), and delayed graft function (DGF) (HR 2.023, 95% CI 1.22–3.36, p = 0.006) independently predicted BPAR. Notably, a significant interaction between T-cell depletion and TAC underexposure was observed, showing a reduction of the BPAR risk (HR 0.264, 95% CI 0.08–0.92, p = 0.037). Such variables except for DSAs displayed a higher predictive risk for the development of T cell-mediated rejection (TCMR). Refinement of pretransplant monitoring by incorporating TAC CYP3A SNPs with preformed DSAs as well as DSTs may improve current rejection-risk stratification and help induction treatment decision-making.
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Affiliation(s)
- Elena Crespo
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
- *Correspondence: Oriol Bestard, ; Elena Crespo,
| | - Anna Vidal-Alabró
- Experimental Nephrology and Transplantation Laboratory, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Thomas Jouve
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
- Faculty of Health, Université Grenoble Alpes, Grenoble, France
- Institute for Advanced Biosciences, INSERM 1209, CNRS 5309, Grenoble, France
| | - Pere Fontova
- Experimental Nephrology and Transplantation Laboratory, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Maik Stein
- Berlin Center for Advanced Therapies (BeCAT), Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Sonila Mocka
- Experimental Nephrology and Transplantation Laboratory, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Maria Meneghini
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
- Kidney Transplant Unit and Nephrology Department, Vall d’Hebron Hospital, Barcelona, Spain
| | - Anett Sefrin
- Berlin Center for Advanced Therapies (BeCAT), Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Petra Hruba
- Department of Nephrology, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czechia
| | - Montserrat Gomà
- Pathology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Alba Torija
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | - Laura Donadeu
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | - Alex Favà
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Josep M. Cruzado
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Edoardo Melilli
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Francesc Moreso
- Kidney Transplant Unit and Nephrology Department, Vall d’Hebron Hospital, Barcelona, Spain
| | - Ondrej Viklicky
- Department of Nephrology, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czechia
| | - Frederike Bemelman
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Centers, Academic Medical Center—University of Amsterdam, Amsterdam, Netherlands
| | - Petra Reinke
- Berlin Center for Advanced Therapies (BeCAT), Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), Berlin, Germany
| | - Josep Grinyó
- Department of Clinical Sciences, Barcelona University, Barcelona, Spain
| | - Nuria Lloberas
- Experimental Nephrology and Transplantation Laboratory, Instituto de Investigación Biomédica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Oriol Bestard
- Nephrology and Transplant Laboratory, Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
- Kidney Transplant Unit and Nephrology Department, Vall d’Hebron Hospital, Barcelona, Spain
- *Correspondence: Oriol Bestard, ; Elena Crespo,
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5
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Bestard O, Thaunat O, Bellini MI, Böhmig GA, Budde K, Claas F, Couzi L, Furian L, Heemann U, Mamode N, Oberbauer R, Pengel L, Schneeberger S, Naesens M. Alloimmune Risk Stratification for Kidney Transplant Rejection. Transpl Int 2022; 35:10138. [PMID: 35669972 PMCID: PMC9163827 DOI: 10.3389/ti.2022.10138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/26/2022] [Indexed: 11/13/2022]
Abstract
Different types of kidney transplantations are performed worldwide, including biologically diverse donor/recipient combinations, which entail distinct patient/graft outcomes. Thus, proper immunological and non-immunological risk stratification should be considered, especially for patients included in interventional randomized clinical trials. This paper was prepared by a working group within the European Society for Organ Transplantation, which submitted a Broad Scientific Advice request to the European Medicines Agency (EMA) relating to clinical trial endpoints in kidney transplantation. After collaborative interactions, the EMA sent its final response in December 2020, highlighting the following: 1) transplantations performed between human leukocyte antigen (HLA)-identical donors and recipients carry significantly lower immunological risk than those from HLA-mismatched donors; 2) for the same allogeneic molecular HLA mismatch load, kidney grafts from living donors carry significantly lower immunological risk because they are better preserved and therefore less immunogenic than grafts from deceased donors; 3) single-antigen bead testing is the gold standard to establish the repertoire of serological sensitization and is used to define the presence of a recipient's circulating donor-specific antibodies (HLA-DSA); 4) molecular HLA mismatch analysis should help to further improve organ allocation compatibility and stratify immunological risk for primary alloimmune activation, but without consensus regarding which algorithm and cut-off to use it is difficult to integrate information into clinical practice/study design; 5) further clinical validation of other immune assays, such as those measuring anti-donor cellular memory (T/B cell ELISpot assays) and non-HLA-DSA, is needed; 6) routine clinical tests that reliably measure innate immune alloreactivity are lacking.
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Affiliation(s)
- Oriol Bestard
- Department of Nephrology and Kidney Transplantation, Vall d'Hebrón University Hospital, Barcelona, Spain
| | - Olivier Thaunat
- Department of Transplantation, Nephrology, and Clinical Immunology, Edouard Herriot Hospital, Hospices Civils de Lyon, Lyon, France
| | | | - Georg A Böhmig
- Department of Nephrology and Dialysis, Medical University of Vienna, Vienna, Austria
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Frans Claas
- Eurotransplant Reference Laboratory, Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Lionel Couzi
- Department of Nephrology, Transplantation and Dialysis, Bordeaux University Hospital, Bordeaux, France
| | - Lucrezia Furian
- Kidney and Pancreas Transplantation Unit, University of Padua, Padua, Italy
| | - Uwe Heemann
- Department of Nephrology, Technical University of Munich, Munich, Germany
| | - Nizam Mamode
- Department of Transplantation, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Rainer Oberbauer
- Department of Nephrology and Dialysis, Medical University of Vienna, Vienna, Austria
| | - Liset Pengel
- Centre for Evidence in Transplantation, Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom
| | - Stefan Schneeberger
- Department of General, Transplant, and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Maarten Naesens
- Department of Microbiology, Immunology, and Transplantation, KU Leuven, Leuven, Belgium
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6
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Peereboom ETM, Matern BM, Tomosugi T, Niemann M, Drylewicz J, Joosten I, Allebes WA, van der Meer A, Hilbrands LB, Baas MC, van Reekum FE, Verhaar MC, Kamburova EG, Seelen MAJ, Sanders JS, Hepkema BG, Lambeck AJ, Bungener LB, Roozendaal C, Tilanus MGJ, Voorter CE, Wieten L, van Duijnhoven EM, Gelens MACJ, Christiaans MHL, van Ittersum FJ, Nurmohamed A, Lardy NM, Swelsen W, van der Pant KA, van der Weerd NC, Ten Berge IJM, Bemelman FJ, de Vries APJ, de Fijter JW, Betjes MGH, Roelen DL, Claas FH, Otten HG, Heidt S, van Zuilen AD, Kobayashi T, Geneugelijk K, Spierings E. T-Cell Epitopes Shared Between Immunizing HLA and Donor HLA Associate With Graft Failure After Kidney Transplantation. Front Immunol 2021; 12:784040. [PMID: 34868064 PMCID: PMC8637278 DOI: 10.3389/fimmu.2021.784040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 11/02/2021] [Indexed: 01/04/2023] Open
Abstract
CD4+ T-helper cells play an important role in alloimmune reactions following transplantation by stimulating humoral as well as cellular responses, which might lead to failure of the allograft. CD4+ memory T-helper cells from a previous immunizing event can potentially be reactivated by exposure to HLA mismatches that share T-cell epitopes with the initial immunizing HLA. Consequently, reactivity of CD4+ memory T-helper cells toward T-cell epitopes that are shared between immunizing HLA and donor HLA could increase the risk of alloimmunity following transplantation, thus affecting transplant outcome. In this study, the amount of T-cell epitopes shared between immunizing and donor HLA was used as a surrogate marker to evaluate the effect of donor-reactive CD4+ memory T-helper cells on the 10-year risk of death-censored kidney graft failure in 190 donor/recipient combinations using the PIRCHE-II algorithm. The T-cell epitopes of the initial theoretical immunizing HLA and the donor HLA were estimated and the number of shared PIRCHE-II epitopes was calculated. We show that the natural logarithm-transformed PIRCHE-II overlap score, or Shared T-cell EPitopes (STEP) score, significantly associates with the 10-year risk of death-censored kidney graft failure, suggesting that the presence of pre-transplant donor-reactive CD4+ memory T-helper cells might be a strong indicator for the risk of graft failure following kidney transplantation.
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Affiliation(s)
- Emma T M Peereboom
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Benedict M Matern
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Toshihide Tomosugi
- Department of Transplant Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daini Hospital, Nagoya, Japan.,Department of Kidney Diseases and Transplant Immunology, Aichi Medical University School of Medicine, Nagakute, Japan
| | | | - Julia Drylewicz
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Irma Joosten
- Laboratory Medicine, Laboratory Medical Immunology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Wil A Allebes
- Laboratory Medicine, Laboratory Medical Immunology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Arnold van der Meer
- Laboratory Medicine, Laboratory Medical Immunology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Luuk B Hilbrands
- Department of Nephrology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Marije C Baas
- Department of Nephrology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Franka E van Reekum
- Department of Nephrology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Marianne C Verhaar
- Department of Nephrology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Elena G Kamburova
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Marc A J Seelen
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Jan Stephan Sanders
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Bouke G Hepkema
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Annechien J Lambeck
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Laura B Bungener
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Caroline Roozendaal
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Marcel G J Tilanus
- Department of Transplantation Immunology, Tissue Typing Laboratory, Maastricht University Medical Center, Maastricht, Netherlands
| | - Christien E Voorter
- Department of Transplantation Immunology, Tissue Typing Laboratory, Maastricht University Medical Center, Maastricht, Netherlands
| | - Lotte Wieten
- Department of Transplantation Immunology, Tissue Typing Laboratory, Maastricht University Medical Center, Maastricht, Netherlands
| | - Elly M van Duijnhoven
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Mariëlle A C J Gelens
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Maarten H L Christiaans
- Department of Internal Medicine, Division of Nephrology, Maastricht University Medical Center, Maastricht, Netherlands
| | - Frans J van Ittersum
- Department of Nephrology, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Azam Nurmohamed
- Department of Nephrology, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Neubury M Lardy
- Department of Immunogenetics/HLA Diagnostic, Sanquin Diagnostic Services, Amsterdam, Netherlands
| | - Wendy Swelsen
- Department of Immunogenetics/HLA Diagnostic, Sanquin Diagnostic Services, Amsterdam, Netherlands
| | - Karlijn A van der Pant
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Neelke C van der Weerd
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Ineke J M Ten Berge
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Fréderike J Bemelman
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - Aiko P J de Vries
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands
| | - Johan W de Fijter
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands
| | - Michiel G H Betjes
- Department of Internal Medicine, Erasmus MC, Rotterdam, Netherlands.,Department of Nephrology, Erasmus MC, Rotterdam, Netherlands
| | - Dave L Roelen
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Frans H Claas
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Henny G Otten
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Sebastiaan Heidt
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Arjan D van Zuilen
- Department of Nephrology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Takaaki Kobayashi
- Department of Renal Transplant Surgery, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Kirsten Geneugelijk
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Eric Spierings
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
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7
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Fu J, Khosravi-Maharlooei M, Sykes M. High Throughput Human T Cell Receptor Sequencing: A New Window Into Repertoire Establishment and Alloreactivity. Front Immunol 2021; 12:777756. [PMID: 34804070 PMCID: PMC8604183 DOI: 10.3389/fimmu.2021.777756] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 10/20/2021] [Indexed: 12/25/2022] Open
Abstract
Recent advances in high throughput sequencing (HTS) of T cell receptors (TCRs) and in transcriptomic analysis, particularly at the single cell level, have opened the door to a new level of understanding of human immunology and immune-related diseases. In this article, we discuss the use of HTS of TCRs to discern the factors controlling human T cell repertoire development and how this approach can be used in combination with human immune system (HIS) mouse models to understand human repertoire selection in an unprecedented manner. An exceptionally high proportion of human T cells has alloreactive potential, which can best be understood as a consequence of the processes governing thymic selection. High throughput TCR sequencing has allowed assessment of the development, magnitude and nature of the human alloresponse at a new level and has provided a tool for tracking the fate of pre-transplant-defined donor- and host-reactive TCRs following transplantation. New insights into human allograft rejection and tolerance obtained with this method in combination with single cell transcriptional analyses are reviewed here.
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Affiliation(s)
- Jianing Fu
- Columbia Center for Translational Immunology, Department of Medicine, Columbia University, New York, NY, United States
| | - Mohsen Khosravi-Maharlooei
- Columbia Center for Translational Immunology, Department of Medicine, Columbia University, New York, NY, United States
| | - Megan Sykes
- Columbia Center for Translational Immunology, Department of Medicine, Columbia University, New York, NY, United States
- Department of Surgery, Columbia University, New York, NY, United States
- Department of Microbiology & Immunology, Columbia University, New York, NY, United States
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8
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Zhang Z, Sun Z, Fu J, Lin Q, Banu K, Chauhan K, Planoutene M, Wei C, Salem F, Yi Z, Liu R, Cravedi P, Cheng H, Hao K, O'Connell PJ, Ishibe S, Zhang W, Coca SG, Gibson IW, Colvin RB, He JC, Heeger PS, Murphy BT, Menon MC. Recipient APOL1 risk alleles associate with death-censored renal allograft survival and rejection episodes. J Clin Invest 2021; 131:e146643. [PMID: 34499625 DOI: 10.1172/jci146643] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 09/01/2021] [Indexed: 11/17/2022] Open
Abstract
Apolipoprotein L1 (APOL1) risk-alleles in donor kidneys associate with graft loss but whether recipient risk-allele expression impacts transplant outcomes is unclear. To test whether recipient APOL1 risk-alleles independently correlate with transplant outcomes, we analyzed genome-wide SNP genotyping data of donors and recipients from two kidney transplant cohorts, Genomics of Chronic Allograft Rejection (GOCAR) and Clinical Trials in Organ Transplantation (CTOT1/17). We estimated genetic ancestry (quantified as proportion of African ancestry or pAFR) by ADMIXTURE and correlated APOL1 genotypes and pAFR with outcomes. In the GOCAR discovery set, we observed that the number of recipient APOL1 G1/G2 alleles (R-nAPOL1) associated with increased risk of death-censored allograft loss (DCAL), independent of ancestry (HR = 2.14; P = 0.006), and within the subgroup of African American and Hispanic (AA/H) recipients (HR = 2.36; P = 0.003). R-nAPOL1 also associated with increased risk of any T cell-mediated rejection (TCMR) event. These associations were validated in CTOT1/17. Ex vivo studies of peripheral blood mononuclear cells revealed unanticipated high APOL1 expression in activated CD4+/CD8+ T cells and natural killer cells. We detected enriched immune response gene pathways in risk-allele carriers vs. non-carriers on the kidney transplant waitlist and among healthy controls. Our findings demonstrate an immunomodulatory role for recipient APOL1 risk-alleles associating with TCMR and DCAL. This finding has broader implications for immune mediated injury to native kidneys.
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Affiliation(s)
- Zhongyang Zhang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Zeguo Sun
- Division of Nephrology, Department of Medicine, Icahn school of Medicine at Mount Sinai, New York, United States of America
| | - Jia Fu
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Qisheng Lin
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Khadija Banu
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Kinsuk Chauhan
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Marina Planoutene
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Chengguo Wei
- Division of Nephrology, Department of Medicine, Icahn school of Medicine at Mount Sinai, New York, United States of America
| | - Fadi Salem
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Zhengzi Yi
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Ruijie Liu
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Paolo Cravedi
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Haoxiang Cheng
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Ke Hao
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Philip J O'Connell
- Centre for Transplant and Renal Research, Westmead Millennium Institute for Medical Research, Sydney University, Westmead, Australia
| | - Shuta Ishibe
- Department of Medicine, Yale University School of Medicine, New Haven, United States of America
| | - Weijia Zhang
- Division of Nephrology, Department of Medicine, Icahn school of Medicine at Mount Sinai, New York, United States of America
| | - Steven G Coca
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Ian W Gibson
- Department of Pathology, University of Manitoba, Winnipeg, Canada
| | - Robert B Colvin
- Department of Pathology, Massachusetts General Hospital, Boston, United States of America
| | - John C He
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Peter S Heeger
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Barbara T Murphy
- Division of Nephrology, Department of Medicine, Icahn school of Medicine at Mount Sinai, New York, United States of America
| | - Madhav C Menon
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, United States of America
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9
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Bestard O, Meneghini M, Crespo E, Bemelman F, Koch M, Volk HD, Viklicky O, Giral M, Banas B, Ruiz JC, Melilli E, Hu L, van Duivenvoorden R, Nashan B, Thaiss F, Otto NM, Bold G, Stein M, Sefrin A, Lachmann N, Hruba P, Stranavova L, Brouard S, Braudeau C, Blancho G, Banas M, Irure J, Christakoudi S, Sanchez-Fueyo A, Wood KJ, Reinke P, Grinyó JM. Preformed T cell alloimmunity and HLA eplet mismatch to guide immunosuppression minimization with tacrolimus monotherapy in kidney transplantation: Results of the CELLIMIN trial. Am J Transplant 2021; 21:2833-2845. [PMID: 33725408 DOI: 10.1111/ajt.16563] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/08/2021] [Accepted: 02/26/2021] [Indexed: 02/06/2023]
Abstract
Personalizing immunosuppression is a major objective in transplantation. Transplant recipients are heterogeneous regarding their immunological memory and primary alloimmune susceptibility. This biomarker-guided trial investigated whether in low immunological-risk kidney transplants without pretransplant DSA and donor-specific T cells assessed by a standardized IFN-γ ELISPOT, low immunosuppression (LI) with tacrolimus monotherapy would be non-inferior regarding 6-month BPAR than tacrolimus-based standard of care (SOC). Due to low recruitment rates, the trial was terminated when 167 patients were enrolled. ELISPOT negatives (E-) were randomized to LI (n = 48) or SOC (n = 53), E+ received the same SOC. Six- and 12-month BPAR rates were higher among LI than SOC/E- (4/35 [13%] vs. 1/43 [2%], p = .15 and 12/48 [25%] vs. 6/53 [11.3%], p = .073, respectively). E+ patients showed similarly high BPAR rates than LI at 6 and 12 months (12/55 [22%] and 13/66 [20%], respectively). These differences were stronger in per-protocol analyses. Post-hoc analysis revealed that poor class-II eplet matching, especially DQ, discriminated E- patients, notably E-/LI, developing BPAR (4/28 [14%] low risk vs. 8/20 [40%] high risk, p = .043). Eplet mismatch also predicted anti-class-I (p = .05) and anti-DQ (p < .001) de novo DSA. Adverse events were similar, but E-/LI developed fewer viral infections, particularly polyoma-virus-associated nephropathy (p = .021). Preformed T cell alloreactivity and HLA eplet mismatch assessment may refine current baseline immune-risk stratification and guide immunosuppression decision-making in kidney transplantation.
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Affiliation(s)
- Oriol Bestard
- Kidney Transplant Unit, Nephrology department, Bellvitge University Hospital, IDIBELL, Barcelona University, Barcelona, Spain.,Nephrology and Transplantation Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Maria Meneghini
- Kidney Transplant Unit, Nephrology department, Bellvitge University Hospital, IDIBELL, Barcelona University, Barcelona, Spain.,Nephrology and Transplantation Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Elena Crespo
- Nephrology and Transplantation Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Frederike Bemelman
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Centers, Academic Medical Center - University of Amsterdam, Amsterdam, the Netherlands
| | - Martina Koch
- Department of Hepatobiliary and Transplant Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hans D Volk
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Ondrej Viklicky
- Transplant Laboratory, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic.,Department of Nephrology, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic
| | - Magali Giral
- Nantes Université, Inserm, CHU Nantes, Centre de Recherche en Transplantation et Immunologie UMR1064, ITUN, Nantes, France
| | - Bernhard Banas
- Department of Nephrology, University Medical Center Regensburg, Regensburg, Germany
| | - Juan C Ruiz
- Department of Nephrology, Hospital Universitario "Marqués de Valdecilla", Instituto de Investigación "Marqués de Valdecilla" (IDIVAL, Santander, Spain
| | - Edoardo Melilli
- Kidney Transplant Unit, Nephrology department, Bellvitge University Hospital, IDIBELL, Barcelona University, Barcelona, Spain
| | - Liu Hu
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Centers, Academic Medical Center - University of Amsterdam, Amsterdam, the Netherlands
| | - Raphael van Duivenvoorden
- Renal Transplant Unit, Department of Internal Medicine, Amsterdam University Medical Centers, Academic Medical Center - University of Amsterdam, Amsterdam, the Netherlands
| | - Björn Nashan
- Department of Hepatobiliary and Transplant Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Friedrich Thaiss
- Department of Hepatobiliary and Transplant Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Natalie M Otto
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Gantuja Bold
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Maik Stein
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Anett Sefrin
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Nils Lachmann
- HLA-Laboratory, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Petra Hruba
- Transplant Laboratory, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic.,Department of Nephrology, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic
| | - Lucia Stranavova
- Transplant Laboratory, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic.,Department of Nephrology, Institute for Clinical and Experimental Medicine (IKEM), Prague, Czech Republic
| | - Sophie Brouard
- Nantes Université, Inserm, CHU Nantes, Centre de Recherche en Transplantation et Immunologie UMR1064, ITUN, Nantes, France
| | - Cécile Braudeau
- Nantes Université, Inserm, CHU Nantes, Centre de Recherche en Transplantation et Immunologie UMR1064, ITUN, Nantes, France.,CHU Nantes, Laboratoire d'immunologie, CIMNA, Nantes, France
| | - Gilles Blancho
- Nantes Université, Inserm, CHU Nantes, Centre de Recherche en Transplantation et Immunologie UMR1064, ITUN, Nantes, France
| | - Miriam Banas
- Department of Nephrology, University Medical Center Regensburg, Regensburg, Germany
| | - Juan Irure
- Immunology Department, University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
| | - Sophia Christakoudi
- Institute of Liver Studies, MRC Centre for Transplantation, Department of Inflammation Biology, Faculty of Sciences & Medicine, King's College London, London, UK
| | - Alberto Sanchez-Fueyo
- Institute of Liver Studies, MRC Centre for Transplantation, Department of Inflammation Biology, Faculty of Sciences & Medicine, King's College London, London, UK
| | - Kathryn J Wood
- Transplantation Research and Immunology Group, Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Petra Reinke
- BeCAT, BCRT, and Department of Nephrology & Intensive Care, Charité Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - Josep M Grinyó
- Kidney Transplant Unit, Nephrology department, Bellvitge University Hospital, IDIBELL, Barcelona University, Barcelona, Spain.,Nephrology and Transplantation Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
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10
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Meneghini M, Crespo E, Niemann M, Torija A, Lloberas N, Pernin V, Fontova P, Melilli E, Favà A, Montero N, Manonelles A, Cruzado JM, Palou E, Martorell J, Grinyó JM, Bestard O. Donor/Recipient HLA Molecular Mismatch Scores Predict Primary Humoral and Cellular Alloimmunity in Kidney Transplantation. Front Immunol 2021; 11:623276. [PMID: 33776988 PMCID: PMC7988214 DOI: 10.3389/fimmu.2020.623276] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 12/31/2020] [Indexed: 12/28/2022] Open
Abstract
Donor/recipient molecular human leukocyte antigen (HLA) mismatch predicts primary B-cell alloimmune activation, yet the impact on de novo donor-specific T-cell alloimmunity (dnDST) remains undetermined. The hypothesis of our study is that donor/recipient HLA mismatches assessed at the molecular level may also influence a higher susceptibility to the development of posttransplant primary T-cell alloimmunity. In this prospective observational study, 169 consecutive kidney transplant recipients without preformed donor-specific antibodies (DSA) and with high resolution donor/recipient HLA typing were evaluated for HLA molecular mismatch scores using different informatic algorithms [amino acid mismatch, eplet MM, and Predicted Indirectly Recognizable HLA Epitopes (PIRCHE-II)]. Primary donor-specific alloimmune activation over the first 2 years posttransplantation was assessed by means of both dnDSA and dnDST using single antigen bead (SAB) and IFN-γ ELISPOT assays, respectively. Also, the predominant alloantigen presenting pathway priming DST alloimmunity and the contribution of main alloreactive T-cell subsets were further characterized in vitro. Pretransplantation, 78/169 (46%) were DST+ whereas 91/169 (54%) DST−. At 2 years, 54/169 (32%) patients showed detectable DST responses: 23/54 (42%) dnDST and 31/54 (57%) persistently positive (persistDST+). 24/169 (14%) patients developed dnDSA. A strong correlation was observed between the three distinct molecular mismatch scores and they all accurately predicted dnDSA formation, in particular at the DQ locus. Likewise, HLA molecular incompatibility predicted the advent of dnDST, especially when assessed by PIRCHE-II score (OR 1.014 95% CI 1.001–1.03, p=0.04). While pretransplant DST predicted the development of posttransplant BPAR (OR 5.18, 95% CI=1.64–16.34, p=0.005) and particularly T cell mediated rejection (OR 5.33, 95% CI=1.45–19.66, p=0.012), patients developing dnDST were at significantly higher risk of subsequent dnDSA formation (HR 2.64, 95% CI=1.08–6.45, p=0.03). In vitro experiments showed that unlike preformed DST that is predominantly primed by CD8+ direct pathway T cells, posttransplant DST may also be activated by the indirect pathway of alloantigen presentation, and predominantly driven by CD4+ alloreactive T cells in an important proportion of patients. De novo donor-specific cellular alloreactivity seems to precede subsequent humoral alloimmune activation and is influenced by a poor donor/recipient HLA molecular matching.
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Affiliation(s)
- Maria Meneghini
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Elena Crespo
- Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | | | - Alba Torija
- Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Nuria Lloberas
- Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Vincent Pernin
- Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain.,Department of Nephrology, Dialysis and Transplantation, Montpellier University Hospital, Montpellier, France.,Institute for Regenerative Medicine & Biotherapy (IRMB), University of Montpellier, INSERM, Montpellier, France
| | - Pere Fontova
- Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Edoardo Melilli
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Alexandre Favà
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Nuria Montero
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Anna Manonelles
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Josep Maria Cruzado
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Eduard Palou
- Laboratory of Immunology and Histocompatibility, Hospital Clinic, Barcelona, Spain
| | - Jaume Martorell
- Laboratory of Immunology and Histocompatibility, Hospital Clinic, Barcelona, Spain
| | - Josep Maria Grinyó
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Oriol Bestard
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.,Translational Transplantation and Nephrology Laboratory, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
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11
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Regulatory T Cells for the Induction of Transplantation Tolerance. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021. [PMID: 33523454 DOI: 10.1007/978-981-15-6407-9_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
Abstract
Organ transplantation is the optimal treatment for terminal and irreversible organ failure. Achieving transplantation tolerance has long been the ultimate goal in the field of transplantation. Regulatory T cell (Treg)-based therapy is a promising novel approach for inducing donor organ-specific tolerance. Tregs play critical roles in the maintenance of immune homeostasis and self-tolerance, by promoting transplantation tolerance through a variety of mechanisms on different target cells, including anti-inflammatory cytokine production, induction of apoptosis, disruption of metabolic pathways, and mutual interaction with dendritic cells. The continued success of Treg-based therapy in the clinical setting is critically dependent on preclinical studies that support its translational potential. However, although some initial clinical trials of adoptive Treg therapy have successively demonstrated safety and efficacy for immunosuppressant minimization and transplantation tolerance induction, most Treg-based hematopoietic stem cell and solid organ clinical trials are still in their infancy. These clinical trials have not only focused on safety and efficacy but also included optimization and standardization protocols of good manufacturing practice regarding cell isolation, expansion, dosing, timing, specificity, quality control, concomitant immunosuppressants, and post-administration monitoring. We herein report a brief introduction of Tregs, including their phenotypic and functional characterization, and focus on the clinical translation of Treg-based therapeutic applications in the setting of transplantation.
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12
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Cravedi P, Fribourg M, Zhang W, Yi Z, Zaslavsky E, Nudelman G, Anderson L, Hartzell S, Brouard S, Heeger PS. Distinct peripheral blood molecular signature emerges with successful tacrolimus withdrawal in kidney transplant recipients. Am J Transplant 2020; 20:3477-3485. [PMID: 32459070 PMCID: PMC7704683 DOI: 10.1111/ajt.15979] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/17/2020] [Accepted: 04/25/2020] [Indexed: 01/25/2023]
Abstract
Tacrolimus (Tac) is an effective anti-rejection agent in kidney transplantation, but its off-target effects make withdrawal desirable. Although studies indicate that Tac can be safely withdrawn in a subset of kidney transplant recipients, immune mechanisms that underlie successful vs unsuccessful Tac removal are unknown. We performed microarray analyses of peripheral blood mononuclear cells (PBMC) RNA from subjects enrolled in the Clinical Trials in Organ Transplantation-09 study in which we randomized stable kidney transplant recipients to Tac withdrawal or maintenance of standard immunosuppression beginning 6 months after transplant. Eight of 14 subjects attempted but failed withdrawal, while six developed stable graft function for ≥2 years on mycophenolate mofetil plus prednisone. Whereas failed withdrawal upregulated immune activation genes, successful Tac withdrawal was associated with a downregulatory and proapoptotic gene program enriched within T cells. Functional analyses suggested stronger donor-reactive immunity in subjects who failed withdrawal without evidence of regulatory T cell dysfunction. Together, our data from a small, but unique, patient cohort support the conclusion that successful Tac withdrawal is not simply due to absence of donor-reactive immunity but rather is associated with an active immunological process.
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Affiliation(s)
- Paolo Cravedi
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Miguel Fribourg
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Weijia Zhang
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Zhengzi Yi
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Elena Zaslavsky
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - German Nudelman
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lisa Anderson
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Susan Hartzell
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
| | - Sophie Brouard
- Centre de Recherche en Transplantation et Immunologie, Université de Nantes, CHU Nantes, Inserm, Nantes, France
| | - Peter S Heeger
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Translational Transplant Research Center, New York, New York, USA
- Icahn School of Medicine at Mount Sinai, Immunology Institute, New York, New York, USA
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13
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Karahan GE, Claas FHJ, Heidt S. Pre-existing Alloreactive T and B Cells and Their Possible Relevance for Pre-transplant Risk Estimation in Kidney Transplant Recipients. Front Med (Lausanne) 2020; 7:340. [PMID: 32793610 PMCID: PMC7385137 DOI: 10.3389/fmed.2020.00340] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/08/2020] [Indexed: 12/25/2022] Open
Abstract
In allogeneic transplantation, genetic disparities between patient and donor may lead to cellular and humoral immune responses mediated by both naïve and memory alloreactive cells of the adaptive immune system. This review will focus on alloreactive T and B cells with emphasis on the memory compartment, their role in relation to kidney rejection, and in vitro assays to detect these alloreactive cells. Finally, the potential additional value of utilizing donor-specific memory T and B cell assays supplementary to current routine pre-transplant risk assessment of kidney transplant recipients will be discussed.
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Affiliation(s)
- Gonca E Karahan
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Frans H J Claas
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Sebastiaan Heidt
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
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14
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Browne DJ, Brady JL, Waardenberg AJ, Loiseau C, Doolan DL. An Analytically and Diagnostically Sensitive RNA Extraction and RT-qPCR Protocol for Peripheral Blood Mononuclear Cells. Front Immunol 2020; 11:402. [PMID: 32265908 PMCID: PMC7098950 DOI: 10.3389/fimmu.2020.00402] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 02/20/2020] [Indexed: 12/12/2022] Open
Abstract
Reliable extraction and sensitive detection of RNA from human peripheral blood mononuclear cells (PBMCs) is critical for a broad spectrum of immunology research and clinical diagnostics. RNA analysis platforms are dependent upon high-quality and high-quantity RNA; however, sensitive detection of specific responses associated with high-quality RNA extractions from human samples with limited PBMCs can be challenging. Furthermore, the comparative sensitivity between RNA quantification and best-practice protein quantification is poorly defined. Therefore, we provide herein a critical evaluation of the wide variety of current generation of RNA-based kits for PBMCs, representative of several strategies designed to maximize sensitivity. We assess these kits with a reverse transcription quantitative PCR (RT-qPCR) assay optimized for both analytically and diagnostically sensitive cell-based RNA-based applications. Specifically, three RNA extraction kits, one post-extraction RNA purification/concentration kit, four SYBR master-mix kits, and four reverse transcription kits were tested. RNA extraction and RT-qPCR reaction efficiency were evaluated with commonly used reference and cytokine genes. Significant variation in RNA expression of reference genes was apparent, and absolute quantification based on cell number was established as an effective RT-qPCR normalization strategy. We defined an optimized RNA extraction and RT-qPCR protocol with an analytical sensitivity capable of single cell RNA detection. The diagnostic sensitivity of this assay was sufficient to show a CD8+ T cell peptide epitope hierarchy with as few as 1 × 104 cells. Finally, we compared our optimized RNA extraction and RT-qPCR protocol with current best-practice immune assays and demonstrated that our assay is a sensitive alternative to protein-based assays for peptide-specific responses, especially with limited PBMCs number. This protocol with high analytical and diagnostic sensitivity has broad applicability for both primary research and clinical practice.
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Affiliation(s)
- Daniel J Browne
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia
| | - Jamie L Brady
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia
| | - Ashley J Waardenberg
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia.,Centre for Tropical Bioinformatics and Molecular Biology, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia
| | - Claire Loiseau
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia
| | - Denise L Doolan
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia.,Centre for Tropical Bioinformatics and Molecular Biology, Australian Institute of Tropical Health & Medicine, James Cook University, Cairns, QLD, Australia
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15
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Zarrinpar A, Kim UB, Boominathan V. Phenotypic Response and Personalized Medicine in Liver Cancer and Transplantation: Approaches to Complex Systems. ADVANCED THERAPEUTICS 2020. [DOI: 10.1002/adtp.201900167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Ali Zarrinpar
- Department of Surgery, College of MedicineUniversity of Florida Gainesville FL 32610 USA
- Department of Biochemistry and Molecular Biology, College of MedicineUniversity of Florida Gainesville FL 32610 USA
- Department of Bioengineering, Herbert Wertheim College of EngineeringUniversity of Florida Gainesville FL 32610 USA
| | - Un Bi Kim
- Department of Surgery, College of MedicineUniversity of Florida Gainesville FL 32610 USA
| | - Vijay Boominathan
- Department of Surgery, College of MedicineUniversity of Florida Gainesville FL 32610 USA
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16
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Inverse Association Between the Quantity of Human Peripheral Blood CXCR5+IFN-γ+CD8+ T Cells With De Novo DSA Production in the First Year After Kidney Transplant. Transplantation 2020; 104:2424-2434. [PMID: 32032292 DOI: 10.1097/tp.0000000000003151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND We recently reported that a novel CXCR5IFN-γCD8 T-cell subset significantly inhibits posttransplant alloantibody production in a murine transplant model. These findings prompted the current study to investigate the association of human CD8 T cells with the same phenotype with the development of de novo donor-specific antibody (DSA) after kidney transplantation. METHODS In the current studies, we prospectively and serially analyzed peripheral blood CD8 and CD4 T-cell subsets and monitored for the development of de novo DSA in kidney transplant recipients during the first-year posttransplant. We report results on 95 first-time human kidney transplant recipients with 1-year follow-up. RESULTS Twenty-three recipients (24.2%) developed de novo DSA within 1-year posttransplant. Recipients who developed DSA had significantly lower quantities of peripheral CXCR5IFN-γCD8 T cells (P = 0.01) and significantly lower ratios of CXCR5IFN-γCD8 T cell to combined CD4 Th1/Th2 cell subsets (IFN-γCD4 and IL-4CD4 cells; P = 0.0001) compared to recipients who remained DSA-negative over the first-year posttransplant. CONCLUSIONS Our data raise the possibility that human CXCR5IFN-γCD8 T cells are a homolog to murine CXCR5IFN-γCD8 T cells (termed antibody-suppressor CD8 T cells) and that the quantity of CXCR5IFN-γCD8 T cells (or the ratio of CXCR5IFN-γCD8 T cells to Th1/Th2 CD4 T cells) may identify recipients at risk for development of DSA.
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17
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Choi J, Chandraker A. Immunologic Risk Assessment and Approach to Immunosuppression Regimen in Kidney Transplantation. Clin Lab Med 2019; 39:643-656. [PMID: 31668275 DOI: 10.1016/j.cll.2019.07.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The outcomes of kidney transplantation show a steady improvement with an increasing number of transplantations and decreasing incidence of acute rejection episodes. Successful transplantation begins with a comprehensive immunologic risk assessment and judicious choice of therapeutic agents. In this review, we discuss the trends in transplant immunosuppression practices and outcomes in the United States. We discuss practical testing algorithms for clinical decision making in induction therapy and fine-tuning maintenance immunosuppression. We introduce assessment tools for immune monitoring after transplantation and speculate on future directions in management.
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Affiliation(s)
- John Choi
- Transplantation Research Center, Renal Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Anil Chandraker
- Transplantation Research Center, Renal Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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18
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A novel strategy for interpreting the T-SPOT.TB test results read by an ELISPOT plate imager. PLoS One 2019; 14:e0222920. [PMID: 31553764 PMCID: PMC6760805 DOI: 10.1371/journal.pone.0222920] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 09/09/2019] [Indexed: 01/09/2023] Open
Abstract
Background The T-SPOT.TB can be read by an ELISPOT plate imager as an alternative to a labor-intensive and time-consuming manual reading, but its accuracy has not been sufficiently discussed to date. Methods 1,423 test results obtained from manual reading using a microscope and an ELISPOT plate imager were compared. The agreement of qualitative test results was assessed using Cohen's kappa coefficient. The relationship of spot counts was studied using Bland-Altman analysis. Results The overall percent agreement of the qualitative test results was 95.43% with a kappa coefficient of 0.91. Positive test results with the maximum net spot count of 8 and borderline test results showed relatively high discordance. The agreement of spot counts in panel A, panel B, and nil control was good, and variability did not increase with higher spot counts. On the basis of study findings, a novel strategy for interpreting the test results by an ELISPOT plate imager was proposed. Conclusions To increase diagnostic accuracy, positive test results with the maximum net spot count of 8 and borderline test results should be manually confirmed. Our strategy could be a practical guide for laboratories to build their own strategies for interpreting the test results by an ELISPOT plate imager.
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19
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Pretransplant Donor-specific IFNγ ELISPOT as a Predictor of Graft Rejection: A Diagnostic Test Accuracy Meta-analysis. Transplant Direct 2019; 5:e451. [PMID: 31165086 PMCID: PMC6511445 DOI: 10.1097/txd.0000000000000886] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 02/18/2019] [Indexed: 12/15/2022] Open
Abstract
Supplemental Digital Content is available in the text. Background. Pretransplant interferon-γ enzyme-linked immunospot (IFN-γ ELISPOT) has been proposed as a tool to quantify alloreactive memory T cells and estimate the risk of acute rejection (AR) after kidney transplantation, but studies have been inconclusive so far. We performed a meta-analysis to evaluate the association between pretransplant IFN-γ ELISPOT and AR and assess its predictive accuracy at the individual level. Methods. We estimated the pooled summary of odds ratio for AR and the joined sensitivity and specificity for predicting AR using random-effects and hierarchical summary receiver-operating characteristic models. We used meta-regression models with the Monte Carlo permutation method to adjust for multiple tests to explain sensitivity and specificity heterogeneity across studies. The meta-analytic estimates of sensitivity and specificity were used to calculate positive and negative predictive values across studies. Results. The analysis included 12 studies and 1181 patients. IFN-γ ELISPOT was significantly associated with increased AR risk (odds ratio: 3.29; 95% confidence interval (CI), 2.34-4.60); hierarchical summary receiver operating characteristic jointly estimated sensitivity and specificity values were 64.9% (95% CI, 53.7%-74.6%) and 65.8% (95% CI, 57.4%-73.5%), respectively, with moderate heterogeneity across studies. After adjusting for multiple testing, meta-regression models showed that thymoglobulin induction, recipient black ethnicity, living versus deceased donors, and geographical location did not affect sensitivity or specificity. Because of the varying AR incidence of the studies, positive and negative predictive values ranged between 16%–60% and 70%–95%, respectively. Conclusions. Pretransplant IFN-γ ELISPOT is significantly associated with increased risk of AR but provides suboptimal predictive ability at an individual level. Prospective randomized clinical trials are warranted.
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20
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Chen J, Bhattacharya S, Sirota M, Laiudompitak S, Schaefer H, Thomson E, Wiser J, Sarwal MM, Butte AJ. Assessment of Postdonation Outcomes in US Living Kidney Donors Using Publicly Available Data Sets. JAMA Netw Open 2019; 2:e191851. [PMID: 30977847 PMCID: PMC6481454 DOI: 10.1001/jamanetworkopen.2019.1851] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Accepted: 02/12/2019] [Indexed: 12/30/2022] Open
Abstract
Importance There are limited resources providing postdonation conditions that can occur in living donors (LDs) of solid-organ transplant. Consequently, it is difficult to visualize and understand possible postdonation outcomes in LDs. Objective To assemble an open access resource that is representative of the demographic characteristics in the US national registry, maintained by the Organ Procurement and Transplantation Network and administered by the United Network for Organ Sharing, but contains more follow-up information to help to examine postdonation outcomes in LDs. Design, Setting, and Participants Cohort study in which the data for the resource and analyses stemmed from the transplant data set derived from 27 clinical studies from the ImmPort database, which is an open access repository for clinical studies. The studies included data collected from 1963 to 2016. Data from the United Network for Organ Sharing Organ Procurement and Transplantation Network national registry collected from October 1987 to March 2016 were used to determine representativeness. Data analysis took place from June 2016 to May 2018. Data from 20 ImmPort clinical studies (including clinical trials and observational studies) were curated, and a cohort of 11 263 LDs was studied, excluding deceased donors, LDs with 95% or more missing data, and studies without a complete data dictionary. The harmonization process involved the extraction of common features from each clinical study based on categories that included demographic characteristics as well as predonation and postdonation data. Main Outcomes and Measures Thirty-six postdonation events were identified, represented, and analyzed via a trajectory network analysis. Results The curated data contained 10 869 living kidney donors (median [interquartile range] age, 39 [31-48] years; 6175 [56.8%] women; and 9133 [86.6%] of European descent). A total of 9558 living kidney donors with postdonation data were analyzed. Overall, 1406 LDs (14.7%) had postdonation events. The 4 most common events were hypertension (806 [8.4%]), diabetes (190 [2.0%]), proteinuria (171 [1.8%]), and postoperative ileus (147 [1.5%]). Relatively few events (n = 269) occurred before the 2-year postdonation mark. Of the 1746 events that took place 2 years or more after donation, 1575 (90.2%) were nonsurgical; nonsurgical conditions tended to occur in the wide range of 2 to 40 years after donation (odds ratio, 38.3; 95% CI, 4.12-1956.9). Conclusions and Relevance Most events that occurred more than 2 years after donation were nonsurgical and could occur up to 40 years after donation. Findings support the construction of a national registry for long-term monitoring of LDs and confirm the value of secondary reanalysis of clinical studies.
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Affiliation(s)
- Jieming Chen
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
- Now with the Department of Bioinformatics and Computational Biology, Genentech, Inc, South San Francisco, California
| | - Sanchita Bhattacharya
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
| | - Marina Sirota
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
| | - Sunisa Laiudompitak
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | | | | | - Jeff Wiser
- Northrop Grumman Information Systems Health IT, Rockville, Maryland
| | - Minnie M. Sarwal
- Department of Pediatrics, University of California, San Francisco
- Division of MultiOrgan Transplant, Department of Surgery and Medicine, University of California, San Francisco
| | - Atul J. Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
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21
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Abstract
After more than 6 decades of clinical practice, the transplant community continues to research noninvasive biomarkers of solid organ injury to help improve patient care. In this review, we discuss the clinical usefulness of selective biomarkers and how they are processed at the laboratory. In addition, we organize these biomarkers based on specific aims and introduce innovative markers currently under investigation.
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Affiliation(s)
- John Choi
- Transplantation Research Center, Renal Division, Brigham and Women's Hospital, Harvard Medical School, 221 Longwood Avenue, Boston, MA 02115, USA
| | - Albana Bano
- Transplantation Research Center, Renal Division, Brigham and Women's Hospital, Harvard Medical School, 221 Longwood Avenue, Boston, MA 02115, USA
| | - Jamil Azzi
- Transplantation Research Center, Renal Division, Brigham and Women's Hospital, Harvard Medical School, 221 Longwood Avenue, Boston, MA 02115, USA.
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22
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Abstract
Detecting acute rejection in kidney transplantation has been traditionally done using histological analysis of invasive allograft biopsies, but this method carries a risk and is not perfect. Transplant professionals have been working to develop more accurate or less invasive biomarkers that can predict acute rejection or subsequent worse allograft survival. These biomarkers can use tissue, blood or urine as a source. They can comprise individual molecules or panels, singly or in combination, across different components or pathways of the immune system. This review highlights the most recent evidence for biomarker efficacy, especially from multicenter trials.
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Affiliation(s)
- Vikas R Dharnidharka
- Division of Pediatric Nephrology, Hypertension and Pheresis, Washington University in St Louis & St. Louis Children's Hospital, St Louis, MO, USA.
| | - Andrew Malone
- Division of Nephrology, Washington University School of Medicine, St Louis, MO, USA
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23
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Purroy C, Fairchild RL, Tanaka T, Baldwin WM, Manrique J, Madsen JC, Colvin RB, Alessandrini A, Blazar BR, Fribourg M, Donadei C, Maggiore U, Heeger PS, Cravedi P. Erythropoietin Receptor-Mediated Molecular Crosstalk Promotes T Cell Immunoregulation and Transplant Survival. J Am Soc Nephrol 2017; 28:2377-2392. [PMID: 28302753 PMCID: PMC5533236 DOI: 10.1681/asn.2016101100] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 01/30/2017] [Indexed: 01/14/2023] Open
Abstract
Although spontaneous kidney transplant acceptance/tolerance occurs in mice and occasionally in humans, mechanisms remain unclear. Herein we test the hypothesis that EPO, a hormone predominantly produced by the adult kidney, has immunomodulating properties that are required for spontaneous kidney graft acceptance. In vitro, in a manner dependent on the EPO receptor and CD131 on antigen-presenting cells, EPO induced the secretion of active TGFβ by antigen-presenting cells, which in turn converted naïve CD4+ T cells into functional Foxp3+ regulatory T cells (Treg). In murine transplant models, pharmacologic downregulation of kidney-derived EPO prevented spontaneous Treg generation. In a controlled, prospective cohort clinical study, EPO administration at doses used to correct anemia augmented the frequency of peripheral CD4+CD25+CD127lo T cells in humans with CKD. Furthermore, EPO directly inhibited conventional T cell proliferation in vitro via tyrosine phosphatase SHP-1-dependent uncoupling of IL-2Rβ signaling. Conversely, EPO-initiated signals facilitated Treg proliferation by augmenting IL-2Rγ signaling and maintaining constitutively quenched IL-2Rβ signaling. In additional murine transplant models, recombinant EPO administration prolonged heart allograft survival, whereas pharmacologic downregulation of kidney-derived EPO reduced the expression of TGFβ mRNA and abrogated kidney allograft acceptance. Together, our findings delineate the protolerogenic properties of EPO in inhibiting conventional T cells while simultaneously promoting Treg induction, and suggest that manipulating the EPO/EPO receptor signaling axis could be exploited to prevent and/or treat T cell-mediated pathologies, including transplant rejection.
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Affiliation(s)
- Carolina Purroy
- Department of Medicine, Translational Transplant Research Center, Recanati Miller Transplant Institute and
- Nephrology Service, Complejo Hospitalario de Navarra, Pamplona, Spain
| | | | - Toshiaki Tanaka
- Department of Immunology, The Cleveland Clinic, Cleveland, Ohio
| | | | - Joaquin Manrique
- Nephrology Service, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Joren C Madsen
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Robert B Colvin
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Alessandro Alessandrini
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Bruce R Blazar
- Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota; and
| | - Miguel Fribourg
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Chiara Donadei
- Department of Medicine, Translational Transplant Research Center, Recanati Miller Transplant Institute and
| | - Umberto Maggiore
- Kidney and Pancreas Transplantation Unit, University Hospital of Parma, Parma, Italy
| | - Peter S Heeger
- Department of Medicine, Translational Transplant Research Center, Recanati Miller Transplant Institute and
| | - Paolo Cravedi
- Department of Medicine, Translational Transplant Research Center, Recanati Miller Transplant Institute and
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24
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Abstract
Alloreactive T lymphocytes are the primary mediators of allograft rejection. The size and diversity of the HLA-alloreactive T cell repertoire has thus far precluded the ability to follow these T cells and thereby to understand their fate in human transplant recipients. This review summarizes the history, challenges, and recent advances in the study of alloreactive T cells. We highlight the historical development of assays to measure alloreactivity and discuss how high-throughput T cell receptor (TCR) sequencing-based assays can provide a new window into the fate of alloreactive T cells in human transplant recipients. A specific approach combining a classical in vitro assay, the mixed lymphocyte reaction, with deep T cell receptor sequencing is described as a tool to track the donor-reactive T cell repertoire for any specific HLA-mismatched donor-recipient pair. This assay can provide mechanistic insights and has potential as a noninvasive, highly specific biomarker for rejection and tolerance.
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25
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Fischer M, Leyking S, Schäfer M, Elsäßer J, Janssen M, Mihm J, van Bentum K, Fliser D, Sester M, Sester U. Donor-specific alloreactive T cells can be quantified from whole blood, and may predict cellular rejection after renal transplantation. Eur J Immunol 2017; 47:1220-1231. [PMID: 28426152 DOI: 10.1002/eji.201646826] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Revised: 03/06/2017] [Accepted: 04/18/2017] [Indexed: 11/07/2022]
Abstract
Preformed cellular alloreactivity can exist prior to transplantation and may contribute to rejection. Here, we used a rapid flow-cytometric whole-blood assay to characterize the extent of alloreactive T cells among 1491 stimulatory reactions from 61 renal transplant candidates and 75 controls. The role of preformed donor-specific alloreactive T cells in cellular rejection was prospectively analyzed in 21 renal transplant recipients. Alloreactive CD8+ T cells were more frequent than respective CD4+ T cells, and these levels were stable over time. CD8+ T cells were effector-memory T cells largely negative for expression of CD27, CD62L, and CCR7, and were susceptible to steroid and calcineurin inhibitor inhibition. Alloreactivity was more frequent in samples with higher number of HLA mismatches. Moreover, the percentage of individuals with alloreactive T cells was higher in transplant candidates than in controls. Among transplant candidates, 5/61 exhibited alloreactive CD8+ T cells against most stimulators, 23/61 toward a limited number of stimulators, and 33/61 did not show any alloreactivity. Among 21 renal transplant recipients followed prospectively, one had donor-specific preformed T-cell alloreactivity. She was the only patient who developed cellular rejection posttransplantation. In conclusion, donor-specific alloreactive T cells may be rapidly quantified from whole blood, and may predict cellular rejection after transplantation.
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Affiliation(s)
- Michaela Fischer
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - Sarah Leyking
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
| | - Marco Schäfer
- HLA-Laboratory, Stefan-Morsch-Stiftung, Birkenfeld, Germany
| | - Julia Elsäßer
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - Martin Janssen
- Department of Urology and Paediatric Urology, Saarland University, Homburg, Germany
| | - Janine Mihm
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
| | - Kai van Bentum
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany.,Department of Internal Medicine IV, Saarland University, Homburg, Germany
| | - Danilo Fliser
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
| | - Martina Sester
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - Urban Sester
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
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26
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Crespo E, Cravedi P, Martorell J, Luque S, Melilli E, Cruzado JM, Jarque M, Meneghini M, Manonelles A, Donadei C, Lloberas N, Gomà M, Grinyó JM, Heeger P, Bestard O. Posttransplant peripheral blood donor-specific interferon-γ enzyme-linked immune spot assay differentiates risk of subclinical rejection and de novo donor-specific alloantibodies in kidney transplant recipients. Kidney Int 2017; 92:201-213. [PMID: 28274484 DOI: 10.1016/j.kint.2016.12.024] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 12/09/2016] [Accepted: 12/15/2016] [Indexed: 01/06/2023]
Abstract
Noninvasive diagnosis of kidney allograft inflammation in transplant recipients with stable graft function (subclinical rejection) could permit more effective therapy and prevent later development of de novo anti-donor HLA antibodies and/or graft dysfunction. Here we tested whether quantifying posttransplant donor-specific alloreactive T-cells by IFN-γ ELISPOT assay noninvasively detects subclinical T-cell mediated rejection and/or predicts development of anti-donor HLA antibodies. Using an initial cross-sectional cohort of 60 kidney transplant patients with six-month surveillance biopsies, we found that negative donor-specific IFN-γ ELISPOT assays accurately ruled out the presence of subclinical T-cell mediated rejection. These results were validated using a distinct prospective cohort of 101 patients where donor-specific IFN-γ ELISPOT results at both three- and six-months posttransplant significantly differentiated patients with subclinical T-cell mediated rejection at six months, independent of other clinical variables (odds ratio 0.072, 95% confidence interval 0.008-0.653). The posttransplant donor-specific IFN-γ ELISPOT results independently associated with subsequent development of significant anti-donor HLA antibodies (0.085, 0.008-0.862) and with significantly worse two-year function (estimated glomerular filtration rate) compared to patients with a negative test. Thus, posttransplant immune monitoring by donor-specific IFN-γ ELISPOT can assess risk for developing subclinical T-cell mediated rejection and anti-donor HLA antibodies, potentially limiting the need for surveillance biopsies. Our study provides a guide for individualizing immunosuppression to improve posttransplant outcomes.
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Affiliation(s)
- Elena Crespo
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Paolo Cravedi
- Renal Division, Department of Medicine and the Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Jaume Martorell
- HLA histocompatibility Laboratory, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Sergi Luque
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Edoardo Melilli
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Josep M Cruzado
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain; Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Marta Jarque
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Maria Meneghini
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Anna Manonelles
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Chiara Donadei
- Renal Division, Department of Medicine and the Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Núria Lloberas
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain
| | - Montse Gomà
- Pathology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Josep M Grinyó
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain; Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain
| | - Peter Heeger
- Renal Division, Department of Medicine and the Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Oriol Bestard
- Experimental Nephrology Laboratory, IDIBELL, Barcelona University, Barcelona, Spain; Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona, Spain.
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27
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Viklicky O, Hruba P, Tomiuk S, Schmitz S, Gerstmayer B, Sawitzki B, Miqueu P, Mrazova P, Tycova I, Svobodova E, Honsova E, Janssen U, Volk HD, Reinke P. Sequential Targeting of CD52 and TNF Allows Early Minimization Therapy in Kidney Transplantation: From a Biomarker to Targeting in a Proof-Of-Concept Trial. PLoS One 2017; 12:e0169624. [PMID: 28085915 PMCID: PMC5234822 DOI: 10.1371/journal.pone.0169624] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Accepted: 12/11/2016] [Indexed: 01/04/2023] Open
Abstract
Background There is high medical need for safe long-term immunosuppression monotherapy in kidney transplantation. Selective targeting of post-transplant alloantigen-(re)activated effector-T cells by anti-TNF antibodies after global T cell depletion may allow safe drug minimization, however, it is unsolved what might be the best maintenance monotherapy. Methods In this open, prospective observational single-centre trial, 20 primary deceased donor kidney transplant recipients received 2x20 mg Alemtuzumab (d0/d1) followed by 5 mg/kg Infliximab (d2). For 14 days all patients received only tacrolimus, then they were allocated to either receive tacrolimus (TAC, n = 13) or sirolimus (SIR, n = 7) monotherapy, respectively. Protocol biopsies and extensive immune monitoring were performed and patients were followed-up for 60 months. Results TAC-monotherapy resulted in excellent graft survival (5yr 92%, 95%CI: 56.6–98.9) and function, normal histology, and no proteinuria. Immune monitoring revealed low intragraft inflammation (urinary IP-10) and hints for the development of operational tolerance signature in the TAC- but not SIR-group. Remarkably, the TAC-monotherapy was successful in all five presensitized (ELISPOT+) patients. However, recruitment into SIR-arm was stopped (after n = 7) because of high incidence of proteinuria and acute/chronic rejection in biopsies. No opportunistic infections occurred during follow-up. Conclusions In conclusion, our novel fast-track TAC-monotherapy protocol is likely to be safe and preliminary results indicated an excellent 5-year outcome, however, a full–scale study will be needed to confirm our findings. Trial Registration EudraCT Number: 2006-003110-18
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Affiliation(s)
- Ondrej Viklicky
- Department of Nephrology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
- * E-mail:
| | - Petra Hruba
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | | | | | | | - Birgit Sawitzki
- Institute of Medical Immunology, Charité University Medicine Berlin, Germany
- Berlin-Brandenburg Center for Regenerative Medicine (BCRT), Charité University Medicine Berlin, Germany
| | - Patrick Miqueu
- Institut National de la Santé et de la Recherche Médicale INSERM U1064, France
- Institut de Transplantation Urologie Néphrologie du Centre Hospitalier Universitaire Hôtel Dieu, Nantes, France
| | - Petra Mrazova
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Irena Tycova
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Eva Svobodova
- Department of Immunogenetics, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Eva Honsova
- Department of Clinical and Transplant Pathology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Uwe Janssen
- Miltenyi Biotec GmbH, Bergisch Gladbach, Germany
| | - Hans-Dieter Volk
- Institute of Medical Immunology, Charité University Medicine Berlin, Germany
- Berlin-Brandenburg Center for Regenerative Medicine (BCRT), Charité University Medicine Berlin, Germany
| | - Petra Reinke
- Berlin-Brandenburg Center for Regenerative Medicine (BCRT), Charité University Medicine Berlin, Germany
- Department of Nephrology and Intensive Care Medicine, Charité University Medicine Berlin, Germany
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28
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Menon MC, Murphy B, Heeger PS. Moving Biomarkers toward Clinical Implementation in Kidney Transplantation. J Am Soc Nephrol 2017; 28:735-747. [PMID: 28062570 DOI: 10.1681/asn.2016080858] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Long-term kidney transplant outcomes remain suboptimal, delineating an unmet medical need. Although current immunosuppressive therapy in kidney transplant recipients is effective, dosing is conventionally adjusted empirically on the basis of time after transplant or altered in response to detection of kidney dysfunction, histologic evidence of allograft damage, or infection. Such strategies tend to detect allograft rejection after significant injury has already occurred, fail to detect chronic subclinical inflammation that can negatively affect graft survival, and ignore specific risks and immune mechanisms that differentially contribute to allograft damage among transplant recipients. Assays and biomarkers that reliably quantify and/or predict the risk of allograft injury have the potential to overcome these deficits and thereby, aid clinicians in optimizing immunosuppressive regimens. Herein, we review the data on candidate biomarkers that we contend have the highest potential to become clinically useful surrogates in kidney transplant recipients, including functional T cell assays, urinary gene and protein assays, peripheral blood cell gene expression profiles, and allograft gene expression profiles. We identify barriers to clinical biomarker adoption in the transplant field and suggest strategies for moving biomarker-based individualization of transplant care from a research hypothesis to clinical implementation.
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Affiliation(s)
- Madhav C Menon
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Barbara Murphy
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Peter S Heeger
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
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Barcelona Consensus on Biomarker-Based Immunosuppressive Drugs Management in Solid Organ Transplantation. Ther Drug Monit 2016; 38 Suppl 1:S1-20. [PMID: 26977997 DOI: 10.1097/ftd.0000000000000287] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
With current treatment regimens, a relatively high proportion of transplant recipients experience underimmunosuppression or overimmunosuppression. Recently, several promising biomarkers have been identified for determining patient alloreactivity, which help in assessing the risk of rejection and personal response to the drug; others correlate with graft dysfunction and clinical outcome, offering a realistic opportunity for personalized immunosuppression. This consensus document aims to help tailor immunosuppression to the needs of the individual patient. It examines current knowledge on biomarkers associated with patient risk stratification and immunosuppression requirements that have been generally accepted as promising. It is based on a comprehensive review of the literature and the expert opinion of the Biomarker Working Group of the International Association of Therapeutic Drug Monitoring and Clinical Toxicology. The quality of evidence was systematically weighted, and the strength of recommendations was rated according to the GRADE system. Three types of biomarkers are discussed: (1) those associated with the risk of rejection (alloreactivity/tolerance), (2) those reflecting individual response to immunosuppressants, and (3) those associated with graft dysfunction. Analytical aspects of biomarker measurement and novel pharmacokinetic-pharmacodynamic models accessible to the transplant community are also addressed. Conventional pharmacokinetic biomarkers may be used in combination with those discussed in this article to achieve better outcomes and improve long-term graft survival. Our group of experts has made recommendations for the most appropriate analysis of a proposed panel of preliminary biomarkers, most of which are currently under clinical evaluation in ongoing multicentre clinical trials. A section of Next Steps was also included, in which the Expert Committee is committed to sharing this knowledge with the Transplant Community in the form of triennial updates.
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Abstract
Over the last decade, several biomarkers and surrogate markers have surfaced as promising predictive markers of risk of rejection in solid organ transplantation. The monitoring of these markers can help to improve graft and recipient care by personalizing immunomodulatory therapies. The complex immune system response against an implanted graft can change during long-term follow-up, and the dynamic balance between effector and regulatory T-cell populations is a crucial factor in antidonor response, risk of rejection, and immunosuppression requirements. Therefore, at any time before and after transplantation, T-effector activity, which is associated with increased production and release of proinflammatory cytokines, can be a surrogate marker of the risk of rejection and need for immunosuppression. In addition, immunosuppressive drugs may have a different effect in each individual patient. The pharmacokinetics and pharmacodynamics of these drugs show high interpatient variability, and pharmacodynamic markers, strongly associated with the specific mechanism of action, can potentially be used to measure individual susceptibility to a specific immunosuppressive agent. The monitoring of a panel of valid biomarkers can improve patient stratification and the selection of immunosuppressive drugs. After transplantation, therapy can be adjusted based on the prediction of rejection episodes (maintained alloreactivity), the prognosis of allograft damage, and the individual's response to the drugs. This review will focus on current data indicating that changes in the T-cell production of the intracellular cytokines interferon-γ and interleukin-2 could be used to predict the risk of rejection and to guide immunosuppressive therapy in transplant recipients.
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Analytical Aspects of the Implementation of Biomarkers in Clinical Transplantation. Ther Drug Monit 2016; 38 Suppl 1:S80-92. [PMID: 26418704 DOI: 10.1097/ftd.0000000000000230] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
In response to the urgent need for new reliable biomarkers to complement the guidance of the immunosuppressive therapy, a huge number of biomarker candidates to be implemented in clinical practice have been introduced to the transplant community. This includes a diverse range of molecules with very different molecular weights, chemical and physical properties, ex vivo stabilities, in vivo kinetic behaviors, and levels of similarity to other molecules, etc. In addition, a large body of different analytical techniques and assay protocols can be used to measure biomarkers. Sometimes, a complex software-based data evaluation is a prerequisite for appropriate interpretation of the results and for their reporting. Although some analytical procedures are of great value for research purposes, they may be too complex for implementation in a clinical setting. Whereas the proof of "fitness for purpose" is appropriate for validation of biomarker assays used in exploratory drug development studies, a higher level of analytical validation must be achieved and eventually advanced analytical performance might be necessary before diagnostic application in transplantation medicine. A high level of consistency of results between laboratories and between methods (if applicable) should be obtained and maintained to make biomarkers effective instruments in support of therapeutic decisions. This overview focuses on preanalytical and analytical aspects to be considered for the implementation of new biomarkers for adjusting immunosuppression in a clinical setting and highlights critical points to be addressed on the way to make them suitable as diagnostic tools. These include but are not limited to appropriate method validation, standardization, education, automation, and commercialization.
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Analytical Validation and Cross-Validation of an NFAT-Regulated Gene Expression Assay for Pharmacodynamic Monitoring of Therapy With Calcineurin Inhibitors. Ther Drug Monit 2016; 38:711-716. [DOI: 10.1097/ftd.0000000000000340] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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33
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Virtual Global Transplant Laboratory Standard Operating Protocol for Donor Alloantigen-specific Interferon-gamma ELISPOT Assay. Transplant Direct 2016; 2:e111. [PMID: 27826604 PMCID: PMC5096438 DOI: 10.1097/txd.0000000000000621] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 08/23/2016] [Indexed: 11/25/2022] Open
Abstract
The quantification of frequency of IFN-γ–producing T cells responding to donor alloantigen using the IFN-γ enzyme linked immunosorbent spot (ELISPOT) holds potential for pretransplant and posttransplant immunological risk stratification. The effectiveness of this assay, and the ability to compare results generated by different studies, is dependent on the utilization of a standardized operating procedure (SOP). Key factors in assay standardization include the identification of primary and secondary antibody pairs, and the reading of the ELISPOT plate with a standardized automated algorithm. Here, we describe in detail, an SOP that should provide low coefficient of variation results. For multicenter trials, it is recommended that groups perform the ELISPOT assays locally but use a centralized ELISPOT reading facility, as this has been shown to be beneficial in reducing coefficient of variation between laboratories even when the SOP is strictly adhered to.
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Kim HJ, Yoon IH, Min BH, Kim YH, Shin JS, Kim JM, Kim JS, Nam HY, Lee WW, Park CG. Porcine antigen-specific IFN-γ ELISpot as a potentially valuable tool for monitoring cellular immune responses in pig-to-non-human primate islet xenotransplantation. Xenotransplantation 2016; 23:310-9. [PMID: 27464486 DOI: 10.1111/xen.12248] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/19/2016] [Indexed: 02/01/2023]
Abstract
BACKGROUND Recent progress in xenotransplantation of porcine islets to non-human primates (NHPs) gives hope for human clinical trials in the near future. Thus, implementation of an appropriate monitoring method to detect the development of detrimental porcine antigen-specific cellular immune responses is necessary. The enzyme-linked immunospot (ELISpot) assay has been widely used to monitor antigen-specific alloreactive T-cell responses in humans; however, the utility of porcine islet-specific ELISpot assay has not yet been thoroughly evaluated for pig-to-NHPs intraportal islet xenotransplantation. METHODS The optimal ELISpot assay conditions, including the number of responder and stimulator cells and the provision of costimulation, were determined. Then, ELISpot assays were conducted on serial stocks of peripheral blood mononuclear cell (PBMC) samples previously isolated from NHP recipients transplanted with porcine islets. Either splenocytes from donor pigs or pancreatic islets from third-party pigs were used for antigen stimulation. At the same time, the ratio of CD4(+) /CD8(+) T cells and the percentage of CD4(+) FoxP3(+) T cells in the peripheral blood were evaluated. Finally, liver biopsy samples were evaluated to assess the immunopathology of the grafts. RESULTS The optimal conditions for the ELISpot assay were defined as 2.5 × 10(5) responder cells incubated with 5.0 × 10(5) stimulator cells in 96-well, flat-bottom plates without further costimulation. Using donor splenocytes as stimulators, a serial interferon-gamma (IFN-γ) ELISpot assay with PBMCs from the monkeys with prolonged porcine islet grafts (>180 days) demonstrated that the number of donor antigen-specific IFN-γ-producing cells significantly increased upon overt graft rejection. However, use of third-party porcine islets as stimulators did not reflect graft rejection, suggesting that the use of donor-specific PBMCs, and not tissue (porcine islet)-specific cells, as stimulators could better serve the purpose of this assay in adult porcine islet transplantation. IFN-γ spot number was neither influenced by the peripheral blood CD4(+) /CD8(+) T-cell ratio nor the percentage of CD4(+) FoxP3(+) T cells. Finally, in cases of overt graft rejection, the number of IFN-γ spots and the graft-infiltrating T cells in biopsied liver samples increased simultaneously. CONCLUSION Use of PBMCs in a porcine antigen-specific IFN-γ ELISpot assay is a reliable method for monitoring T-cell-mediated rejection in pig-to-NHP islet xenotransplantation.
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Affiliation(s)
- Hyun-Je Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, Korea.,Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Il-Hee Yoon
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Byoung-Hoon Min
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, Korea
| | - Yong-Hee Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Department of Microbiology, Kyungpook National University School of Medicine, Daegu, Korea
| | - Jun-Seop Shin
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, Korea
| | - Jong-Min Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, Korea
| | - Jung-Sik Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, Korea
| | - Hye-Young Nam
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Won-Woo Lee
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, Korea.,Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
| | - Chung-Gyu Park
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, Korea.,Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.,Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, Korea.,Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.,Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, Korea
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35
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Borges TJ, O’Malley JT, Wo L, Murakami N, Smith B, Azzi J, Tripathi S, Lane JD, Bueno EM, Clark RA, Tullius SG, Chandraker A, Lian CG, Murphy GF, Strom TB, Pomahac B, Najafian N, Riella LV. Codominant Role of Interferon-γ- and Interleukin-17-Producing T Cells During Rejection in Full Facial Transplant Recipients. Am J Transplant 2016; 16:2158-71. [PMID: 26749226 PMCID: PMC4979599 DOI: 10.1111/ajt.13705] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Revised: 12/23/2015] [Accepted: 12/27/2015] [Indexed: 01/25/2023]
Abstract
Facial transplantation is a life-changing procedure for patients with severe composite facial defects. However, skin is the most immunogenic of all transplants, and better understanding of the immunological processes after facial transplantation is of paramount importance. Here, we describe six patients who underwent full facial transplantation at our institution, with a mean follow-up of 2.7 years. Seum, peripheral blood mononuclear cells, and skin biopsy specimens were collected prospectively, and a detailed characterization of their immune response (51 time points) was performed, defining 47 immune cell subsets, 24 serum cytokines, anti-HLA antibodies, and donor alloreactivity on each sample, producing 4269 data points. In a nonrejecting state, patients had a predominant T helper 2 cell phenotype in the blood. All patients developed at least one episode of acute cellular rejection, which was characterized by increases in interferon-γ/interleukin-17-producing cells in peripheral blood and in the allograft's skin. Serum monocyte chemotactic protein-1 level was significantly increased during rejection compared with prerejection time points. None of the patients developed de novo donor-specific antibodies, despite a fourfold expansion in T follicular helper cells at 1 year posttransplantation. In sum, facial transplantation is frequently complicated by a codominant interferon-γ/interleukin-17-mediated acute cellular rejection process. Despite that, medium-term outcomes are promising with no evidence of de novo donor-specific antibody development.
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Affiliation(s)
- T. J. Borges
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - J. T. O’Malley
- Department of Dermatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - L. Wo
- Division of Plastic Surgery, Department of Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - N. Murakami
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - B. Smith
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - J. Azzi
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - S. Tripathi
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - J. D. Lane
- Division of Plastic Surgery, Department of Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - E. M. Bueno
- Division of Plastic Surgery, Department of Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - R. A. Clark
- Department of Dermatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - S. G. Tullius
- Division of Transplant Surgery, Department of Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - A. Chandraker
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - C. G. Lian
- Program in Dermatopathology, Department of Pathology, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - G. F. Murphy
- Program in Dermatopathology, Department of Pathology, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - T. B. Strom
- Transplant Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - B. Pomahac
- Division of Plastic Surgery, Department of Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA
| | - N. Najafian
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA,Department of Nephrology, Cleveland Clinic Florida, Weston, FL
| | - L. V. Riella
- Schuster Transplantation Research Center, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA,Corresponding author: Leonardo V. Riella,
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Leyking S, Wolf M, Mihm J, Schaefer M, Bohle RM, Fliser D, Sester M, Sester U. Alloreactive T Cells to Identify Risk HLA Alleles for Retransplantation After Acute Accelerated Steroid-Resistant Rejection. Transplant Proc 2016; 47:2425-32. [PMID: 26518945 DOI: 10.1016/j.transproceed.2015.09.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 08/16/2015] [Accepted: 09/02/2015] [Indexed: 02/05/2023]
Abstract
The risk of rejection by cellular alloreactivity to the transplant donor is not routinely assessed. Here we analyzed alloreactive T cells in kidney transplant recipients and report how their detection may have helped to prevent rejection of a second kidney graft in a patient with a history of acute accelerated steroid-resistant nonhumoral rejection. Alloreactive CD4 and CD8 T cells were quantified using a flow-cytometric mixed lymphocyte reaction assay based on interferon-γ induction. A group of 16 nonrejecting transplant recipients did not show any alloreactive T-cell immunity to their respective donors, whereas alloreactivity to third-party controls was detectable. In the patient with rejection, HLA-specific antibodies were not detectable before and shortly after rejection, but after transplantation the patient showed exceptionally high frequencies of alloreactive T cells against 2 of 11 HLA-typed controls (0.604% and 0.791% alloreactive CD4 T cells and 0.792% and 0.978% alloreactive CD8 T cells) who shared HLA alleles (HLA-A*24, -B*44, -C*02, -DQB1*5) with the kidney donor. These HLA alleles were subsequently excluded for allocation of a second graft. No alloreactive T cells were observed toward the second kidney donor, and this transplantation was performed successfully. Thus, shared HLA alleles between the donor and third-party controls may suggest that alloreactive T cells had contributed to rejection of the first graft. The rejecting patient highlights that determination of cellular alloreactivity before transplantation may be applied to identify unacceptable mismatches and to reduce the risk for acute cellular rejection episodes.
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Affiliation(s)
- S Leyking
- Department of Internal Medicine IV, Saarland University, Homburg, Germany; Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - M Wolf
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - J Mihm
- Department of Internal Medicine IV, Saarland University, Homburg, Germany; Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany
| | - M Schaefer
- HLA-Laboratory, Stefan-Morsch-Stiftung, Birkenfeld, Germany
| | - R M Bohle
- Department of Pathology, Saarland University, Homburg, Germany
| | - D Fliser
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
| | - M Sester
- Department of Transplant and Infection Immunology, Saarland University, Homburg, Germany.
| | - U Sester
- Department of Internal Medicine IV, Saarland University, Homburg, Germany
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Körber N, Behrends U, Hapfelmeier A, Protzer U, Bauer T. Validation of an IFNγ/IL2 FluoroSpot assay for clinical trial monitoring. J Transl Med 2016; 14:175. [PMID: 27297580 PMCID: PMC4906590 DOI: 10.1186/s12967-016-0932-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 05/31/2016] [Indexed: 11/29/2022] Open
Abstract
Background The FluoroSpot assay, an advancement of the ELISpot assay, enables simultaneous measurement of different analytes secreted at a single-cell level. This allows parallel detection of several cytokines secreted by immune cells upon antigen recognition. Easier standardization, higher sensitivity and reduced labour intensity render FluoroSpot assays an interesting alternative to flow-cytometry based assays for analysis of clinical samples. While the use of immunoassays to study immunological primary and secondary endpoints becomes increasingly attractive, assays used require pre-trial validation. Here we describe the assay validation (precision, specificity and linearity) of a FluoroSpot immunological endpoint assay detecting Interferon γ (IFNγ) and Interleukin 2 (IL2) for use in clinical trial immune monitoring. Methods We validated an IFNγ/IL2 FluoroSpot assay to determine Epstein-Barr virus (EBV)-specific cellular immune responses (IFNγ, IL2 and double positive IFNγ + IL2 responses), using overlapping peptide pools corresponding to EBV-proteins BZLF1 and EBNA3A. Assay validation was performed using cryopreserved PBMC of 16 EBV-seropositive and 6 EBV-seronegative donors. Precision was assessed by (i) testing 16 donors using three replicates per assay (intra-assay precision/repeatability) (ii) using two plates in parallel (intermediate precision/plate-to-plate variability) and (iii) by performing the assays on three different days (inter-assay precision/reproducibility). In addition, we determined specificity, linearity and quantification limits of the assay. Further we tested precision across the two assay systems, IFNγ/IL2 FluoroSpot and the corresponding enzymatic single cytokine ELISpot. Results The validation revealed: (1) a high intra-assay precision (coefficient of variation (CV) 9.96, 8.85 and 13.05 %), intermediate precision (CV 6.48, 10.20 and 12.97 %) and reproducibility (CV 20.81 %, 12,75 % and 12.07 %) depending on the analyte and antigen used; (2) a specificity of 100 %; (3) a linearity with R2 values from 0.93 to 0.99 depending on the analyte. The testing of the precision across the two assay systems, adduced a concordance correlation coefficient pc = 0.99 for IFNγ responses and pc = 0.93 for IL2 responses, indicating a large agreement between both assay methods. Conclusions The validated primary endpoint assay, an EBV peptide pool specific IFNγ/IL2 FluoroSpot assay was found to be suitable for the detection of EBV-specific immune responses subject to the requirement of standardized assay procedure and data analysis. Electronic supplementary material The online version of this article (doi:10.1186/s12967-016-0932-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nina Körber
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Schneckenburgerstr. 8, 81675, Munich, Germany
| | - Uta Behrends
- Clinical Cooperation Group Pediatric Tumor Immunology, Children's Hospital, Technische Universität München/Helmholtz Zentrum München, Munich, Germany.,German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Alexander Hapfelmeier
- Institute of Medical Statistics and Epidemiology, Technische Universität München, Munich, Germany
| | - Ulrike Protzer
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Schneckenburgerstr. 8, 81675, Munich, Germany.,Clinical Cooperation Group, Immune Monitoring, Helmholtz Zentrum München/Technische Universität München, Munich, Germany.,German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Tanja Bauer
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Schneckenburgerstr. 8, 81675, Munich, Germany. .,Clinical Cooperation Group, Immune Monitoring, Helmholtz Zentrum München/Technische Universität München, Munich, Germany. .,German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany.
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38
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Bestard O, Cravedi P. Monitoring alloimmune response in kidney transplantation. J Nephrol 2016; 30:187-200. [PMID: 27245689 DOI: 10.1007/s40620-016-0320-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 05/15/2016] [Indexed: 01/22/2023]
Abstract
Currently, immunosuppressive therapy in kidney transplant recipients is generally performed by protocols and adjusted according to functional or histological evaluation of the allograft and/or signs of drug toxicity or infection. As a result, a large fraction of patients are likely to receive too much or too little immunosuppression, exposing them to higher rates of infection, malignancy and drug toxicity, or increased risk of acute and chronic graft injury from rejection, respectively. Developing reliable biomarkers is crucial for individualizing therapy aimed at extending allograft survival. Emerging data indicate that many assays, likely used in panels rather than single assays, have potential to be diagnostic and predictive of short and also long-term outcome. While numerous cross-sectional studies have found associations between the results of these assays and the presence of clinically relevant post-transplantation outcomes, data from prospective studies are still scanty, thereby preventing widespread implementation in the clinic. Of note, some prospective, randomized, multicenter biomarker-driven studies are currently on-going aiming at confirming such preliminary data. These works as well as other future studies are highly warranted to test the hypothesis that tailoring immunosuppression on the basis of results offered by these biomarkers leads to better outcomes than current standard clinical practice.
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Affiliation(s)
- Oriol Bestard
- Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona University, IDIBELL, Barcelona, Spain
| | - Paolo Cravedi
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Annenberg Building, New York, NY, 10029, USA.
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39
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Pratschke J, Dragun D, Hauser IA, Horn S, Mueller TF, Schemmer P, Thaiss F. Immunological risk assessment: The key to individualized immunosuppression after kidney transplantation. Transplant Rev (Orlando) 2016; 30:77-84. [DOI: 10.1016/j.trre.2016.02.002] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 02/10/2016] [Indexed: 12/18/2022]
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40
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Leone F, Gigliotti P, Mauro MV, Lofaro D, Greco F, Tenuta R, Perugini D, Papalia T, Mollica A, Perri A, Vizza D, La Russa A, Toteda G, Lupinacci S, Giraldi C, Bonofiglio R. Early cytomegalovirus-specific T-cell response and estimated glomerular filtration rate identify patients at high risk of infection after renal transplantation. Transpl Infect Dis 2016; 18:191-201. [PMID: 26878346 DOI: 10.1111/tid.12509] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 10/05/2015] [Accepted: 12/05/2015] [Indexed: 02/06/2023]
Abstract
BACKGROUND Assessing the risk of cytomegalovirus (CMV) viremia in kidney transplant recipients (KTR) may be helpful to indicate in which patient it is worth starting antiviral treatment during preemptive strategy. METHODS In 40 CMV-seropositive KTR preemptively treated with ganciclovir, we used interferon (IFN)-γ ELISpot test to evaluate whether monitoring T cells directed against phosphoprotein (pp) 65 and immediate early (IE)-1 antigens could predict the onset of viremia. RESULTS CMV viremia occurred in 24 patients (60%) within 120 days after transplantation. Non-viremic patients had higher anti-pp65, anti-IE-1 T cells, and estimated glomerular filtration rate (eGFR) in the first 90 days after transplantation. At logistic regression, anti-pp65, anti-IE-1 T cells, and eGFR measured at day 30 were significantly associated with CMV infection. Cutoff values of 15 spot-forming cells (SFCs)/200,000 peripheral blood mononuclear cells (PBMCs) for anti-IE, 40 SFCs/200,000 PBMCs for anti-pp65, and 46.6 mL/min/1.73 m(2) for eGFR, respectively, predicted the risk of CMV infection with high sensitivity and specificity (area under the receiver operating characteristic curve >0.75). Using a classification tree model, we identified as high-risk patients those showing anti-pp65 <42 SFCs/200,000 PBMCs and eGFR <62 mL/min/1.73 m(2) , as well as anti-pp65 ≥42 and anti-IE-1 <6.5 SFCs/200,000 PBMCs. CONCLUSION Monitoring CMV-specific T-cell responses and eGFR in the first month post transplant can identify patients at high risk of CMV infection, for whom preemptive antiviral therapy is recommended.
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Affiliation(s)
- F Leone
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - P Gigliotti
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - M V Mauro
- Microbiology and Virology Laboratory, Molecular Clinic, Annunziata Hospital, Cosenza, Italy
| | - D Lofaro
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - F Greco
- Microbiology and Virology Laboratory, Molecular Clinic, Annunziata Hospital, Cosenza, Italy
| | - R Tenuta
- Microbiology and Virology Laboratory, Molecular Clinic, Annunziata Hospital, Cosenza, Italy
| | - D Perugini
- Microbiology and Virology Laboratory, Molecular Clinic, Annunziata Hospital, Cosenza, Italy
| | - T Papalia
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - A Mollica
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - A Perri
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - D Vizza
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - A La Russa
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - G Toteda
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - S Lupinacci
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
| | - C Giraldi
- Microbiology and Virology Laboratory, Molecular Clinic, Annunziata Hospital, Cosenza, Italy
| | - R Bonofiglio
- Kidney and Transplantation Research Center, Department of Nephrology, Dialysis and Transplantation, Annunziata Hospital, Cosenza, Italy
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41
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O.Millán, Brunet M. Cytokine-based immune monitoring. Clin Biochem 2016; 49:338-46. [DOI: 10.1016/j.clinbiochem.2016.01.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Revised: 01/04/2016] [Accepted: 01/05/2016] [Indexed: 12/13/2022]
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Shipkova M, Wieland E. Editorial: Immune monitoring in solid organ transplantation. Clin Biochem 2016; 49:317-9. [PMID: 26794634 DOI: 10.1016/j.clinbiochem.2016.01.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2016] [Accepted: 01/04/2016] [Indexed: 11/18/2022]
Abstract
Solid organ transplantation is inevitably associated with the activation of the immune system of the graft recipient. An advanced knowledge of the immunological mechanisms leading to acute and chronic rejection, the advent of powerful immunosuppressive drugs, and refined surgical techniques have made solid organ transplantation a standard therapy to replace irretrievable loss of vital functions. The immune system is a complex network involving immune cells, cytokines, chemokines, antibodies, and the complement system. Monitoring and ideally influencing the allo-response of the organ recipient against the donor antigens may help to personalize the immunosuppressive therapy including the disclosure of those patients who are suitable for weaning or even discontinuation of immunosuppression. Immune monitoring comprises as plethora of candidate biomarkers capable of reflecting the donor specific and non-donor specific net activation state of the immune system in transplant recipients both before and after initiation of the immunosuppressive therapy. This special issue of Clinical Biochemistry on Immune Monitoring addresses the basic effects of immune activation in solid organ transplantation and critically reviews candidate biomarkers for immune monitoring and their analytical as well as clinical performance.
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Affiliation(s)
- Maria Shipkova
- Central Institute for Clinical Chemistry and Laboratory Medicine, Klinikum Stuttgart, Kriegsbergstrasse 62, D-70174 Stuttgart, Germany.
| | - Eberhard Wieland
- Central Institute for Clinical Chemistry and Laboratory Medicine, Klinikum Stuttgart, Kriegsbergstrasse 62, D-70174 Stuttgart, Germany.
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43
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Starling RC, Stehlik J, Baran DA, Armstrong B, Stone JR, Ikle D, Morrison Y, Bridges ND, Putheti P, Strom TB, Bhasin M, Guleria I, Chandraker A, Sayegh M, Daly KP, Briscoe DM, Heeger PS. Multicenter Analysis of Immune Biomarkers and Heart Transplant Outcomes: Results of the Clinical Trials in Organ Transplantation-05 Study. Am J Transplant 2016; 16:121-36. [PMID: 26260101 PMCID: PMC4948061 DOI: 10.1111/ajt.13422] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 05/20/2015] [Accepted: 06/14/2015] [Indexed: 01/25/2023]
Abstract
Identification of biomarkers that assess posttransplant risk is needed to improve long-term outcomes following heart transplantation. The Clinical Trials in Organ Transplantation (CTOT)-05 protocol was an observational, multicenter, cohort study of 200 heart transplant recipients followed for the first posttransplant year. The primary endpoint was a composite of death, graft loss/retransplantation, biopsy-proven acute rejection (BPAR), and cardiac allograft vasculopathy (CAV) as defined by intravascular ultrasound (IVUS). We serially measured anti-HLA- and auto-antibodies, angiogenic proteins, peripheral blood allo-reactivity, and peripheral blood gene expression patterns. We correlated assay results and clinical characteristics with the composite endpoint and its components. The composite endpoint was associated with older donor allografts (p < 0.03) and with recipient anti-HLA antibody (p < 0.04). Recipient CMV-negativity (regardless of donor status) was associated with BPAR (p < 0.001), and increases in plasma vascular endothelial growth factor-C (OR 20; 95%CI:1.9-218) combined with decreases in endothelin-1 (OR 0.14; 95%CI:0.02-0.97) associated with CAV. The remaining biomarkers showed no relationships with the study endpoints. While suboptimal endpoint definitions and lower than anticipated event rates were identified as potential study limitations, the results of this multicenter study do not yet support routine use of the selected assays as noninvasive approaches to detect BPAR and/or CAV following heart transplantation.
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Affiliation(s)
| | - Josef Stehlik
- University of Utah Health Sciences Center, Salt Lake City UT
| | | | | | | | | | - Yvonne Morrison
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville MD
| | - Nancy D. Bridges
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville MD
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44
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Hricik DE, Augustine J, Nickerson P, Formica RN, Poggio ED, Rush D, Newell KA, Goebel J, Gibson IW, Fairchild RL, Spain K, Iklé D, Bridges ND, Heeger PS. Interferon Gamma ELISPOT Testing as a Risk-Stratifying Biomarker for Kidney Transplant Injury: Results From the CTOT-01 Multicenter Study. Am J Transplant 2015; 15:3166-73. [PMID: 26226830 PMCID: PMC4946339 DOI: 10.1111/ajt.13401] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Revised: 05/17/2015] [Accepted: 05/25/2015] [Indexed: 01/25/2023]
Abstract
Previous studies suggest that quantifying donor-reactive memory T cells prior to kidney transplantation by interferon gamma enzyme-linked immunosorbent spot assay (IFNγELISPOT) can assist in assessing risk of posttransplant allograft injury. Herein, we report an analysis of IFNγELISPOT results from the multicenter, Clinical Trials in Organ Transplantation-01 observational study of primary kidney transplant recipients treated with heterogeneous immunosuppression. Within the subset of 176 subjects with available IFNγELISPOT results, pretransplant IFNγELISPOT positivity surprisingly did not correlate with either the incidence of acute rejection (AR) or estimated glomerular filtration rate (eGFR) at 6- or 12-month. These unanticipated results prompted us to examine potential effect modifiers, including the use of T cell-depleting, rabbit anti-thymocyte globulin (ATG). Within the no-ATG subset, IFNγELISPOT(neg) subjects had higher 6- and 12-month eGFRs than IFNγELISPOT(pos) subjects, independent of biopsy-proven AR, peak PRA, human leukocyte antigen mismatches, African-American race, donor source, and recipient age or gender. In contrast, IFNγELISPOT status did not correlate with posttransplant eGFR in subjects given ATG. Our data confirm an association between pretransplant IFNγELISPOT positivity and lower posttransplant eGFR, but only in patients who do not receive ATG induction. Controlled studies are needed to test the hypothesis that ATG induction is preferentially beneficial to transplant candidates with high frequencies of donor-reactive memory T cells.
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Affiliation(s)
- D E Hricik
- Department of Medicine, University Hospitals Case Medical Center, Cleveland, OH
| | - J Augustine
- Department of Medicine, University Hospitals Case Medical Center, Cleveland, OH
| | - P Nickerson
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - R N Formica
- Department of Medicine, Yale University School of Medicine, New Haven, CT
| | - E D Poggio
- Department of Medicine, Cleveland Clinic, Cleveland, OH
| | - D Rush
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - K A Newell
- Department of Surgery, Emory University Medical Center, Atlanta, GA
| | - J Goebel
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - I W Gibson
- Department of Pathology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - R L Fairchild
- Department of Immunology, Cleveland Clinic, Cleveland, OH
| | | | | | - N D Bridges
- Transplantation Branch, National Institutes of Allergy and Infectious Disease, National Institutes of Health, Bethesda, MD
| | - P S Heeger
- Department of Medicine, Mount Sinai School of Medicine, New York City, NY
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45
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Crespo E, Bestard O. Biomarkers to assess donor-reactive T-cell responses in kidney transplant patients. Clin Biochem 2015; 49:329-37. [PMID: 26279496 DOI: 10.1016/j.clinbiochem.2015.08.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Revised: 07/23/2015] [Accepted: 08/09/2015] [Indexed: 02/07/2023]
Abstract
Different to antibody-mediated rejection (ABMR), T-cell mediated rejection (TCMR) still unpredictably occurs after kidney transplantation in a great part because of a poor immunologic evaluation of the cellular allogeneic immune response. However, in the last years, important efforts have focused on the development of novel and more sensitive assays to monitor T-cell alloimmune responses at different biological levels that may improve the understanding of the functional status of the cellular immune compartment in patients undergoing organ transplantation. In this direction, immune assays evaluating T-cell proliferation, intracellular ATP release, multiparameter flow cytometry, profiling T-cell receptor repertoires and measurements of frequencies of cytokine-producing T-cells using an IFN-γ enzyme-linked immunospot assay (IFN-γ ELISPOT) have been reported showing interesting associations between the cellular alloimmune response and kidney transplant outcomes. In summary, an important progress has been made in the assessment of alloreactive T-cell responses in the context of organ transplantation using novel immune assays at different biological levels. However, there is an urgent need for prospective, randomized clinical studies to validate these encouraging preliminary data to ultimately introduce them in current clinical practice for refining current immune-risk stratification in kidney transplantation.
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Affiliation(s)
- Elena Crespo
- Laboratory of Experimental Nephrology, IDIBELL, Barcelona, Spain
| | - Oriol Bestard
- Laboratory of Experimental Nephrology, IDIBELL, Barcelona, Spain; Kidney Transplant Unit, Nephrology Department, Bellvitge University Hospital, Barcelona University, Barcelona, Spain.
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46
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Pre-transplant donor-specific Interferon-gamma-producing cells and acute rejection of the kidney allograft. Transpl Immunol 2015; 33:63-8. [PMID: 26254561 DOI: 10.1016/j.trim.2015.07.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Revised: 07/31/2015] [Accepted: 07/31/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Our retrospective study included a cohort of 47 patients who underwent living donor kidney transplantation.The pre-transplant frequencies of donor-specific Interferon-gamma (IFN-γ) producing cells were define dusing enzyme-linked immunosorbent spot (ELISpot) assay and correlated with incidence of acute cellular(ACR), antibody-mediated rejection (AMR) and kidney graft survival up to one year after transplantation. RESULTS We found a statistically significant correlation between the frequencies of IFN-γ-producing cells and the number of mismatches in HLA antigens between patients and their respective donors – for Class I – A and B (r = 0.399, p b 0.01) and for Class I and Class II antigens – A, B and DR (r = 0.409, p b 0.01). No significant relationship was observed between the numbers of IFN-γ-secreting cells and incidence of acute rejection (neither ACR, nor AMR). However, there was a trend of elevated frequencies of IFN-γ-producing cells in patients who developed ACR or AMR in comparison with kidney recipients free of rejection (91 ± 82 and 114 ± 75 vs. 72 ± 70/5 × 10(4) peripheral blood mononuclear cells respectively). Patients with concurrent acute cellular and antibody-mediated rejection had also higher numbers of IFN-γ-producing memory/effector cells compared to patients with cellular rejection only. CONCLUSION Pre-transplant determination of the numbers of IFN-γ-producing donor-specific memory cells using the ELISpot technique may provide clinically relevant results when evaluating the risk of development of acute cellular and antibody-mediated rejection. These frequencies are influenced by the degree of HLA mismatching between patients and their respective kidney donors.
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47
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Niemann N, Sawitzki B. Treg Therapy in Transplantation: How and When Will We Do It? CURRENT TRANSPLANTATION REPORTS 2015. [DOI: 10.1007/s40472-015-0066-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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48
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Hricik DE, Formica RN, Nickerson P, Rush D, Fairchild RL, Poggio ED, Gibson IW, Wiebe C, Tinckam K, Bunnapradist S, Samaniego-Picota M, Brennan DC, Schröppel B, Gaber O, Armstrong B, Ikle D, Diop H, Bridges ND, Heeger PS. Adverse Outcomes of Tacrolimus Withdrawal in Immune-Quiescent Kidney Transplant Recipients. J Am Soc Nephrol 2015; 26:3114-22. [PMID: 25925687 DOI: 10.1681/asn.2014121234] [Citation(s) in RCA: 153] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 02/05/2015] [Indexed: 12/18/2022] Open
Abstract
Concerns about adverse effects of calcineurin inhibitors (CNIs) have prompted development of protocols that minimize their use. Whereas previous CNI withdrawal trials in heterogeneous cohorts showed unacceptable rates of acute rejection (AR), we hypothesized that we could identify individuals capable of tolerating CNI withdrawal by targeting immunologically quiescent kidney transplant recipients. The Clinical Trials in Organ Transplantation-09 Trial was a randomized, prospective study of nonsensitized primary recipients of living donor kidney transplants. Subjects received rabbit antithymocyte globulin, tacrolimus, mycophenolate mofetil, and prednisone. Six months post-transplantation, subjects without de novo donor-specific antibodies (DSAs), AR, or inflammation at protocol biopsy were randomized to wean off or remain on tacrolimus. The intended primary end point was the change in interstitial fibrosis/tubular atrophy score between implantation and 24-month protocol biopsies. Serially collected urine CXCL9 ELISA results were correlated with outcomes. The study was terminated prematurely because of unacceptable rates of AR (4 of 14) and/or de novo DSAs (5 of 14) in the tacrolimus withdrawal arm. Positive urinary CXCL9 predated clinical detection of AR by a median of 15 days. Analyses showed that >16 HLA-DQ epitope mismatches and pretransplant, peripheral blood, donor-reactive IFN-γ ELISPOT assay results correlated with development of DSAs and/or AR on tacrolimus withdrawal. Although data indicate that urinary CXCL9 monitoring, epitope mismatches, and ELISPOT assays are potentially informative, complete CNI withdrawal must be strongly discouraged in kidney transplant recipients who are receiving standard-of-care immunosuppression, including those who are deemed to be immunologically quiescent on the basis of current clinical and laboratory criteria.
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Affiliation(s)
- Donald E Hricik
- Department of Medicine, University Hospitals Case Medical Center, Cleveland, Ohio
| | - Richard N Formica
- Departments of Medicine and Surgery, Yale University School of Medicine, New Haven, Connecticut
| | - Peter Nickerson
- College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - David Rush
- College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Robert L Fairchild
- Department of Immunology and Glickman Urological Institute, Cleveland Clinic, Cleveland, Ohio
| | - Emilio D Poggio
- Department of Immunology and Glickman Urological Institute, Cleveland Clinic, Cleveland, Ohio
| | - Ian W Gibson
- College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Chris Wiebe
- College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kathryn Tinckam
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Suphamai Bunnapradist
- Department of Medicine, University of California at Los Angeles Medical Center, Los Angeles, California
| | | | - Daniel C Brennan
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Bernd Schröppel
- Department of Medicine and Recanati Miller Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Osama Gaber
- Department of Surgery, Houston Methodist Hospital, Houston, Texas; Weil Cornell Medical College, New York, New York
| | | | | | - Helena Diop
- Transplantation Branch, National Institute Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Nancy D Bridges
- Transplantation Branch, National Institute Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Peter S Heeger
- Department of Medicine and Recanati Miller Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, New York;
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49
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Mehrotra A, Leventhal J, Purroy C, Cravedi P. Monitoring T cell alloreactivity. Transplant Rev (Orlando) 2014; 29:53-9. [PMID: 25475045 DOI: 10.1016/j.trre.2014.11.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Revised: 10/03/2014] [Accepted: 11/09/2014] [Indexed: 01/06/2023]
Abstract
Currently, immunosuppressive therapy in kidney transplant recipients is center-specific, protocol-driven, and adjusted according to functional or histological evaluation of the allograft and/or signs of drug toxicity or infection. As a result, a large fraction of patients receive too much or too little immunosuppression, exposing them to higher rates of infection, malignancy and drug toxicity, or increased risk of acute and chronic graft injury from rejection, respectively. The individualization of immunosuppression requires the development of assays able to reliably quantify and/or predict the magnitude of the recipient's immune response toward the allograft. As alloreactive T cells are central mediators of allograft rejection, monitoring T cell alloreactivity has become a priority for the transplant community. Among available assays, flow cytometry based phenotyping, T cell proliferation, T cell cytokine secretion, and ATP release (ImmuKnow), have been the most thoroughly tested. While numerous cross-sectional studies have found associations between the results of these assays and the presence of clinically relevant post-transplantation outcomes, data from prospective studies are still scanty, thereby preventing widespread implementation in the clinic. Future studies are required to test the hypothesis that tailoring immunosuppression on the basis of results offered by these biomarkers leads to better outcomes than current standard clinical practice.
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Affiliation(s)
- Anita Mehrotra
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, NY, USA
| | - Jeremy Leventhal
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, NY, USA
| | - Carolina Purroy
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, NY, USA
| | - Paolo Cravedi
- Renal Division, Department of Medicine, Icahn School of Medicine at Mount Sinai, NY, USA.
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50
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Lúcia M, Crespo E, Cruzado JM, Grinyó JM, Bestard O. Human CMV-specific T-cell responses in kidney transplantation; toward changing current risk-stratification paradigm. Transpl Int 2014; 27:643-56. [DOI: 10.1111/tri.12318] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 01/07/2014] [Accepted: 03/11/2014] [Indexed: 11/30/2022]
Affiliation(s)
- Marc Lúcia
- Experimental Nephrology Laboratory; IDIBELL; Barcelona Spain
| | - Elena Crespo
- Experimental Nephrology Laboratory; IDIBELL; Barcelona Spain
| | - Josep M. Cruzado
- Experimental Nephrology Laboratory; IDIBELL; Barcelona Spain
- Renal Transplant Unit; Nephrology Department; Bellvitge University Hospital; Barcelona Spain
| | - Josep M. Grinyó
- Experimental Nephrology Laboratory; IDIBELL; Barcelona Spain
- Renal Transplant Unit; Nephrology Department; Bellvitge University Hospital; Barcelona Spain
| | - Oriol Bestard
- Experimental Nephrology Laboratory; IDIBELL; Barcelona Spain
- Renal Transplant Unit; Nephrology Department; Bellvitge University Hospital; Barcelona Spain
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