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Published in: BMC Nephrology 1/2016

Open Access 01-12-2016 | Research article

Quantitative characterization of T-cell repertoire and biomarkers in kidney transplant rejection

Authors: Houda Alachkar, Martin Mutonga, Taigo Kato, Sowjanya Kalluri, Yoichi Kakuta, Motohide Uemura, Ryoichi Imamura, Norio Nonomura, Vikas Vujjini, Sami Alasfar, Hamid Rabb, Yusuke Nakamura, Nada Alachkar

Published in: BMC Nephrology | Issue 1/2016

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Abstract

Background

T-cell-mediated rejection (TCMR) remains a major cause of kidney allograft failure. The characterization of T-cell repertoire in different immunological disorders has emerged recently as a novel tool with significant implications. We herein sought to characterize T-cell repertoire using next generation sequencing to diagnose TCMR.

Methods

In this prospective study, we analyzed samples from 50 kidney transplant recipients. We collected blood and kidney transplant biopsy samples at sequential time points before and post transplant. We used next generation sequencing to characterize T-cell receptor (TCR) repertoire by using illumina miSeq on cDNA synthesized from RNA extracted from six patients’ samples. We also measured RNA expression levels of FOXP3, CD8, CD4, granzyme and perforin in blood samples from all 50 patients.

Results

Seven patients developed TCMR during the first three months of the study. Out of six patients who had complete sets of blood and biopsy samples two had TCMR. We found an expansion of the TCR repertoire in blood at time of rejection when compared to that at pre-transplant or one-month post transplant. Patients with TCMR (n = 7) had significantly higher RNA expression levels of FOXP3, Perforin, Granzyme, CD4 and CD8 in blood samples than those with no TCMR (n = 43) (P = 0.02, P = 0.003, P = 0.002, P = 0.017, and P = 0.01, respectively).

Conclusions

Our study provides a potential utilization of TCR clone kinetics analysis in the diagnosis of TCMR. This approach may allow for the identification of the expanded T-cell clones associated with the rejection and lead to potential noninvasive diagnosis and targeted therapies of TCMR.
Literature
1.
go back to reference Meier-Kriesche H-U, Schold JD, Srinivas TR, Kaplan B. Lack of improvement in renal allograft survival despite a marked decrease in acute rejection rates over the most recent era. Am J Transplant. 2004;4:378–83.CrossRefPubMed Meier-Kriesche H-U, Schold JD, Srinivas TR, Kaplan B. Lack of improvement in renal allograft survival despite a marked decrease in acute rejection rates over the most recent era. Am J Transplant. 2004;4:378–83.CrossRefPubMed
2.
go back to reference Meier-Kriesche H-U, Schold JD, Kaplan B. Long-term renal allograft survival: have we made significant progress or is it time to rethink our analytic and therapeutic strategies? Am J Transplant. 2004;4:1289–95.CrossRefPubMed Meier-Kriesche H-U, Schold JD, Kaplan B. Long-term renal allograft survival: have we made significant progress or is it time to rethink our analytic and therapeutic strategies? Am J Transplant. 2004;4:1289–95.CrossRefPubMed
3.
go back to reference Lodhi SA, Meier-Kriesche H-U. Kidney allograft survival: the long and short of it. Nephrol Dial Transplant. 2011;26:15–7.CrossRefPubMed Lodhi SA, Meier-Kriesche H-U. Kidney allograft survival: the long and short of it. Nephrol Dial Transplant. 2011;26:15–7.CrossRefPubMed
4.
go back to reference Rabant M, Amrouche L, Lebreton X, et al. Urinary C-X-C Motif Chemokine 10 Independently Improves the Noninvasive Diagnosis of Antibody-Mediated Kidney Allograft Rejection. J Am Soc Nephrol. 2015;26(11):2840-51. Rabant M, Amrouche L, Lebreton X, et al. Urinary C-X-C Motif Chemokine 10 Independently Improves the Noninvasive Diagnosis of Antibody-Mediated Kidney Allograft Rejection. J Am Soc Nephrol. 2015​;26(11):2840-51.
5.
go back to reference Heng B, Li Y, Shi L, et al. A Meta-analysis of the Significance of Granzyme B and Perforin in Noninvasive Diagnosis of Acute Rejection After Kidney Transplantation. Transplantation. 2015;99:1477–86. Heng B, Li Y, Shi L, et al. A Meta-analysis of the Significance of Granzyme B and Perforin in Noninvasive Diagnosis of Acute Rejection After Kidney Transplantation. Transplantation. 2015;99:1477–86.
6.
go back to reference Blydt-Hansen TD, Sharma A, Gibson IW, Mandal R, Wishart DS. Urinary metabolomics for noninvasive detection of borderline and acute T cell-mediated rejection in children after kidney transplantation. Am J Transplant. 2014;14:2339–49.CrossRefPubMed Blydt-Hansen TD, Sharma A, Gibson IW, Mandal R, Wishart DS. Urinary metabolomics for noninvasive detection of borderline and acute T cell-mediated rejection in children after kidney transplantation. Am J Transplant. 2014;14:2339–49.CrossRefPubMed
7.
go back to reference Myslik F, House AA, Yanko D, et al. Preoperative Cylex assay predicts rejection risk in patients with kidney transplant. Clin Transplant. 2014;28:606–10.CrossRefPubMed Myslik F, House AA, Yanko D, et al. Preoperative Cylex assay predicts rejection risk in patients with kidney transplant. Clin Transplant. 2014;28:606–10.CrossRefPubMed
8.
go back to reference Suthanthiran M, Schwartz JE, Ding R, et al. Urinary-cell mRNA profile and acute cellular rejection in kidney allografts. N Engl J Med. 2013;369:20–31.CrossRefPubMedPubMedCentral Suthanthiran M, Schwartz JE, Ding R, et al. Urinary-cell mRNA profile and acute cellular rejection in kidney allografts. N Engl J Med. 2013;369:20–31.CrossRefPubMedPubMedCentral
9.
go back to reference Lorenzen JM, Volkmann I, Fiedler J, et al. Urinary miR-210 as a mediator of acute T-cell mediated rejection in renal allograft recipients. Am J Transplant. 2011;11:2221–7.CrossRefPubMed Lorenzen JM, Volkmann I, Fiedler J, et al. Urinary miR-210 as a mediator of acute T-cell mediated rejection in renal allograft recipients. Am J Transplant. 2011;11:2221–7.CrossRefPubMed
10.
go back to reference Metzger J, Chatzikyrkou C, Broecker V, et al. Diagnosis of subclinical and clinical acute T-cell-mediated rejection in renal transplant patients by urinary proteome analysis. Proteomics Clin Appl. 2011;5:322–33.CrossRefPubMed Metzger J, Chatzikyrkou C, Broecker V, et al. Diagnosis of subclinical and clinical acute T-cell-mediated rejection in renal transplant patients by urinary proteome analysis. Proteomics Clin Appl. 2011;5:322–33.CrossRefPubMed
11.
go back to reference Abecassis M, Kaplan B. Transplantation: Biomarkers in transplantation—the devil is in the detail. Nat Rev Nephrol. 2015;11:204–5.CrossRefPubMed Abecassis M, Kaplan B. Transplantation: Biomarkers in transplantation—the devil is in the detail. Nat Rev Nephrol. 2015;11:204–5.CrossRefPubMed
12.
go back to reference Reeve J, Sellarés J, Mengel M, et al. Molecular diagnosis of T cell-mediated rejection in human kidney transplant biopsies. Am J Transplant. 2013;13:645–55.CrossRefPubMed Reeve J, Sellarés J, Mengel M, et al. Molecular diagnosis of T cell-mediated rejection in human kidney transplant biopsies. Am J Transplant. 2013;13:645–55.CrossRefPubMed
13.
go back to reference Gago M, Cornell LD, Kremers WK, Stegall MD, Cosio FG. Kidney allograft inflammation and fibrosis, causes and consequences. Am J Transplant. 2012;12:1199–207.CrossRefPubMed Gago M, Cornell LD, Kremers WK, Stegall MD, Cosio FG. Kidney allograft inflammation and fibrosis, causes and consequences. Am J Transplant. 2012;12:1199–207.CrossRefPubMed
14.
go back to reference Naesens M, Kuypers DRJ, De Vusser K, et al. The histology of kidney transplant failure: a long-term follow-up study. Transplantation. 2014;98:427–35.CrossRefPubMed Naesens M, Kuypers DRJ, De Vusser K, et al. The histology of kidney transplant failure: a long-term follow-up study. Transplantation. 2014;98:427–35.CrossRefPubMed
15.
go back to reference D’Orsogna LJ, Roelen DL, Doxiadis IIN, Claas FHJ. TCR cross-reactivity and allorecognition: new insights into the immunogenetics of allorecognition. Immunogenetics. 2012;64:77–85.CrossRefPubMed D’Orsogna LJ, Roelen DL, Doxiadis IIN, Claas FHJ. TCR cross-reactivity and allorecognition: new insights into the immunogenetics of allorecognition. Immunogenetics. 2012;64:77–85.CrossRefPubMed
17.
go back to reference Augustine JJ, Poggio ED, Heeger PS, Hricik DE. Preferential benefit of antibody induction therapy in kidney recipients with high pretransplant frequencies of donor-reactive interferon-gamma enzyme-linked immunosorbent spots. Transplantation. 2008;86:529–34.CrossRefPubMedPubMedCentral Augustine JJ, Poggio ED, Heeger PS, Hricik DE. Preferential benefit of antibody induction therapy in kidney recipients with high pretransplant frequencies of donor-reactive interferon-gamma enzyme-linked immunosorbent spots. Transplantation. 2008;86:529–34.CrossRefPubMedPubMedCentral
18.
go back to reference Cherkassky L, Lanning M, Lalli PN, et al. Evaluation of alloreactivity in kidney transplant recipients treated with antithymocyte globulin versus IL-2 receptor blocker. Am J Transplant. 2011;11:1388–96.CrossRefPubMedPubMedCentral Cherkassky L, Lanning M, Lalli PN, et al. Evaluation of alloreactivity in kidney transplant recipients treated with antithymocyte globulin versus IL-2 receptor blocker. Am J Transplant. 2011;11:1388–96.CrossRefPubMedPubMedCentral
19.
go back to reference Chapman M, Warren EH, Wu CJ. Applications of next-generation sequencing to blood and marrow transplantation. Biol Blood Marrow Transplant. 2012;18:151–60.CrossRef Chapman M, Warren EH, Wu CJ. Applications of next-generation sequencing to blood and marrow transplantation. Biol Blood Marrow Transplant. 2012;18:151–60.CrossRef
21.
go back to reference Yew PY, Alachkar H, Yamaguchi R, et al. Quantitative characterization of T-cell repertoire in allogeneic hematopoietic stem cell transplant recipients. Bone Marrow Transplant. 2015;50:1227–34.CrossRefPubMedPubMedCentral Yew PY, Alachkar H, Yamaguchi R, et al. Quantitative characterization of T-cell repertoire in allogeneic hematopoietic stem cell transplant recipients. Bone Marrow Transplant. 2015;50:1227–34.CrossRefPubMedPubMedCentral
22.
go back to reference Fang H, Yamaguchi R, Liu X, et al. Quantitative T cell repertoire analysis by deep cDNA sequencing of T cell receptor α and β chains using next-generation sequencing (NGS). Oncoimmunology. 2014;3:e968467.CrossRefPubMed Fang H, Yamaguchi R, Liu X, et al. Quantitative T cell repertoire analysis by deep cDNA sequencing of T cell receptor α and β chains using next-generation sequencing (NGS). Oncoimmunology. 2014;3:e968467.CrossRefPubMed
23.
go back to reference Almond PS, Matas A, Gillingham K, et al. Risk factors for chronic rejection in renal allograft recipients. Transplantation. 1993;55:752–6.CrossRefPubMed Almond PS, Matas A, Gillingham K, et al. Risk factors for chronic rejection in renal allograft recipients. Transplantation. 1993;55:752–6.CrossRefPubMed
24.
go back to reference Dziubianau M, Hecht J, Kuchenbecker L, et al. TCR repertoire analysis by next generation sequencing allows complex differential diagnosis of T cell-related pathology. Am J Transplant. 2013;13:2842–54.CrossRefPubMed Dziubianau M, Hecht J, Kuchenbecker L, et al. TCR repertoire analysis by next generation sequencing allows complex differential diagnosis of T cell-related pathology. Am J Transplant. 2013;13:2842–54.CrossRefPubMed
25.
go back to reference Morris H, DeWolf S, Robins H, et al. Tracking donor-reactive T cells: Evidence for clonal deletion in tolerant kidney transplant patients. Sci Transl Med. 2015;7:272ra10.CrossRefPubMedPubMedCentral Morris H, DeWolf S, Robins H, et al. Tracking donor-reactive T cells: Evidence for clonal deletion in tolerant kidney transplant patients. Sci Transl Med. 2015;7:272ra10.CrossRefPubMedPubMedCentral
26.
go back to reference Venner JM, Famulski KS, Badr D, Hidalgo LG, Chang J, Halloran PF. Molecular landscape of T cell-mediated rejection in human kidney transplants: prominence of CTLA4 and PD ligands. Am J Transplant. 2014;14:2565–76.CrossRefPubMed Venner JM, Famulski KS, Badr D, Hidalgo LG, Chang J, Halloran PF. Molecular landscape of T cell-mediated rejection in human kidney transplants: prominence of CTLA4 and PD ligands. Am J Transplant. 2014;14:2565–76.CrossRefPubMed
27.
go back to reference Halloran PF, Pereira AB, Chang J, et al. Potential impact of microarray diagnosis of T cell-mediated rejection in kidney transplants: The INTERCOM study. Am J Transplant. 2013;13:2352–63.CrossRefPubMed Halloran PF, Pereira AB, Chang J, et al. Potential impact of microarray diagnosis of T cell-mediated rejection in kidney transplants: The INTERCOM study. Am J Transplant. 2013;13:2352–63.CrossRefPubMed
28.
go back to reference Yap M, Boeffard F, Clave E, et al. Expansion of highly differentiated cytotoxic terminally differentiated effector memory CD8+ T cells in a subset of clinically stable kidney transplant recipients: a potential marker for late graft dysfunction. J Am Soc Nephrol. 2014;25:1856–68.CrossRefPubMedPubMedCentral Yap M, Boeffard F, Clave E, et al. Expansion of highly differentiated cytotoxic terminally differentiated effector memory CD8+ T cells in a subset of clinically stable kidney transplant recipients: a potential marker for late graft dysfunction. J Am Soc Nephrol. 2014;25:1856–68.CrossRefPubMedPubMedCentral
29.
go back to reference Sabek O, Dorak MT, Kotb M, Gaber AO, Gaber L. Quantitative detection of T-cell activation markers by real-time PCR in renal transplant rejection and correlation with histopathologic evaluation. Transplantation. 2002;74:701–7.CrossRefPubMed Sabek O, Dorak MT, Kotb M, Gaber AO, Gaber L. Quantitative detection of T-cell activation markers by real-time PCR in renal transplant rejection and correlation with histopathologic evaluation. Transplantation. 2002;74:701–7.CrossRefPubMed
30.
go back to reference van Ham SM, Heutinck KM, Jorritsma T, et al. Urinary granzyme A mRNA is a biomarker to diagnose subclinical and acute cellular rejection in kidney transplant recipients. Kidney Int. 2010;78:1033–40.CrossRefPubMed van Ham SM, Heutinck KM, Jorritsma T, et al. Urinary granzyme A mRNA is a biomarker to diagnose subclinical and acute cellular rejection in kidney transplant recipients. Kidney Int. 2010;78:1033–40.CrossRefPubMed
31.
go back to reference Ashton-Chess J, Dugast E, Colvin RB, et al. Regulatory, effector, and cytotoxic T cell profiles in long-term kidney transplant patients. J Am Soc Nephrol. 2009;20:1113–22.CrossRefPubMedPubMedCentral Ashton-Chess J, Dugast E, Colvin RB, et al. Regulatory, effector, and cytotoxic T cell profiles in long-term kidney transplant patients. J Am Soc Nephrol. 2009;20:1113–22.CrossRefPubMedPubMedCentral
Metadata
Title
Quantitative characterization of T-cell repertoire and biomarkers in kidney transplant rejection
Authors
Houda Alachkar
Martin Mutonga
Taigo Kato
Sowjanya Kalluri
Yoichi Kakuta
Motohide Uemura
Ryoichi Imamura
Norio Nonomura
Vikas Vujjini
Sami Alasfar
Hamid Rabb
Yusuke Nakamura
Nada Alachkar
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2016
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-016-0395-3

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