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de Nattes T, Beadle J, Roufosse C. Biopsy-based transcriptomics in the diagnosis of kidney transplant rejection. Curr Opin Nephrol Hypertens 2024; 33:273-282. [PMID: 38411022 PMCID: PMC10990030 DOI: 10.1097/mnh.0000000000000974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
PURPOSE OF REVIEW The last year has seen considerable progress in translational research exploring the clinical utility of biopsy-based transcriptomics of kidney transplant biopsies to enhance the diagnosis of rejection. This review will summarize recent findings with a focus on different platforms, potential clinical applications, and barriers to clinical adoption. RECENT FINDINGS Recent literature has focussed on using biopsy-based transcriptomics to improve diagnosis of rejection, in particular antibody-mediated rejection. Different techniques of gene expression analysis (reverse transcriptase quantitative PCR, microarrays, probe-based techniques) have been used either on separate samples with ideally preserved RNA, or on left over tissue from routine biopsy processing. Despite remarkable consistency in overall patterns of gene expression, there is no consensus on acceptable indications, or whether biopsy-based transcriptomics adds significant value at reasonable cost to current diagnostic practice. SUMMARY Access to biopsy-based transcriptomics will widen as regulatory approvals for platforms and gene expression models develop. Clinicians need more evidence and guidance to inform decisions on how to use precious biopsy samples for biopsy-based transcriptomics, and how to integrate results with standard histology-based diagnosis.
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Affiliation(s)
- Tristan de Nattes
- Univ Rouen Normandie, INSERM U1234, CHU Rouen, Department of Nephrology, Rouen, France
| | - Jack Beadle
- Centre for Inflammatory Diseases, Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Candice Roufosse
- Centre for Inflammatory Diseases, Department of Immunology and Inflammation, Imperial College London, London, UK
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Mubarak M, Raza A, Rashid R, Shakeel S. Evolution of human kidney allograft pathology diagnostics through 30 years of the Banff classification process. World J Transplant 2023; 13:221-238. [PMID: 37746037 PMCID: PMC10514746 DOI: 10.5500/wjt.v13.i5.221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/05/2023] [Accepted: 06/12/2023] [Indexed: 09/15/2023] Open
Abstract
The second half of the previous century witnessed a tremendous rise in the number of clinical kidney transplants worldwide. This activity was, however, accompanied by many issues and challenges. An accurate diagnosis and appropriate management of causes of graft dysfunction were and still are, a big challenge. Kidney allograft biopsy played a vital role in addressing the above challenge. However, its interpretation was not standardized for many years until, in 1991, the Banff process was started to fill this void. Thereafter, regular Banff meetings took place every 2 years for the past 30 years. Marked changes have taken place in the interpretation of kidney allograft biopsies, diagnosis, and classification of rejection and other non-rejection pathologies from the original Banff 93 classification. This review attempts to summarize those changes for increasing the awareness and understanding of kidney allograft pathology through the eyes of the Banff process. It will interest the transplant surgeons, physicians, pathologists, and allied professionals associated with the care of kidney transplant patients.
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Affiliation(s)
- Muhammed Mubarak
- Department of Histopathology, Sindh Institute of Urology and Transplantation, Karachi 74200, Sindh, Pakistan
| | - Amber Raza
- Department of Nephrology, Sindh Institute of Urology and Transplantation, Karachi 74200, Sindh, Pakistan
| | - Rahma Rashid
- Department of Histopathology, Sindh Institute of Urology and Transplantation, Karachi 74200, Sindh, Pakistan
| | - Shaheera Shakeel
- Department of Histopathology, Sindh Institute of Urology and Transplantation, Karachi 74200, Sindh, Pakistan
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3
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Yamamoto I, Kawabe M, Hayashi A, Kobayashi A, Yamamoto H, Yokoo T. Challenges Posed by the Banff Classification: Diagnosis and Treatment of Chronic Active T-Cell-Mediated Rejection. Nephron Clin Pract 2023; 147 Suppl 1:74-79. [PMID: 36928337 DOI: 10.1159/000530158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 02/14/2023] [Indexed: 03/18/2023] Open
Abstract
The three primary sites of acute T-cell-mediated rejection (TCMR) in transplanted kidneys are the tubular epithelial cells, interstitium, and the vascular endothelial cells. The pathology of acute lesions is characterized by inflammatory cell infiltration; the final diagnosis suggested by the Banff 2019 classification is guided by grading of tubulitis (the t score), interstitial inflammation (the i score), and endarteritis (the v score). Consistent major issues when using the Banff classification are the etiological classifications of interstitial fibrosis and tubular atrophy (IFTA). From 2015 to 2019, technological advances (i.e., genetic analysis in paraffin sections) increased our understanding of IFTA status in patients with smoldering acute TCMR and the roles played by inflammatory cell infiltration (the i-IFTA score) and tubulitis (the t-IFTA score) in IFTA. These two scores were introduced when establishing the diagnostic criteria for chronic active TCMR. Despite the increase in complexity and the lack of a consensus treatment for chronic active TCMR, the Banff classification may evolve as new techniques (i.e., genetic analysis in paraffin sections and deep learning of renal pathology) are introduced. The Banff conference proceeded as follows. First, lesions were defined. Next, working groups were established to better understand the lesions and to derive better classification methods. Finally, the new Banff classification was developed. This approach will continue to evolve; the Banff classification will become a very useful diagnostic standard. This paper overviews the history of TCMR diagnosis using the Banff classification, and the clinical importance, treatment, and prospects for acute and chronic active TCMR.
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Affiliation(s)
- Izumi Yamamoto
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Mayuko Kawabe
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Ayaka Hayashi
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Akimitsu Kobayashi
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Hiroyasu Yamamoto
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Takashi Yokoo
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
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The Molecular Diagnosis Might Be Clinically Useful in Discrepant Kidney Allograft Biopsy Findings: An Analysis of Clinical Outcomes. Transplantation 2023; 107:485-494. [PMID: 36117252 PMCID: PMC9875837 DOI: 10.1097/tp.0000000000004284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND The Molecular Microscope Diagnostic System (MMDx) may overcome histology shortcomings. Previous studies have simply examined discrepant findings but have not attempted to determine clinical endpoints. To measure performance, clinical outcomes are strongly required. METHODS This single-center cohort study described discrepancies between MMDx and histology from 51 kidney transplant recipients (KTRs) and analyzed 72 indication biopsies, including 21 follow-up biopsies. Clinical performance was assessed by a combined endpoint of graft failure, rejection on follow-up biopsy, de novo donor-specific antibody, and improvement of kidney allograft function upon antirejection treatment. RESULTS MMDx agreed in 33 (65%) and differed in 18 (35%) of 51 KTRs. Most discrepancies occurred in biopsies called no rejection by MMDx and rejection by histology (15/24, 63%). In contrast, in biopsies called rejection by MMDx, 3 were classified as no rejection by histology (3/27, 11%). Discrepant findings between MMDx and histology occurred following delayed graft function and MMDx from biopsies with a low percentage of cortex. Among 15 biopsies classified as no rejection by MMDx but rejection by histology, the clinical course suggested no rejection in 9 cases. Six KTRs reached the endpoint, showing predominant t ≥ 2 lesions. CONCLUSIONS The most often occurring discrepancy is rejection by histology but no rejection by MMDx. As more KTRs do not meet the combined endpoint for rejection, MMDx might be clinically useful in these discrepant cases. Although strong histological findings have priority in indicating the treatment, clinical implementation of MMDx could strengthen treatment strategies.
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The Histological Spectrum and Clinical Significance of T Cell-mediated Rejection of Kidney Allografts. Transplantation 2022; 107:1042-1055. [PMID: 36584369 DOI: 10.1097/tp.0000000000004438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
T cell-mediated rejection (TCMR) remains a significant cause of long-term kidney allograft loss, either indirectly through induction of donor-specific anti-HLA alloantibodies or directly through chronic active TCMR. Whether found by indication or protocol biopsy, Banff defined acute TCMR should be treated with antirejection therapy and maximized maintenance immunosuppression. Neither isolated interstitial inflammation in the absence of tubulitis nor isolated tubulitis in the absence of interstitial inflammation results in adverse outcomes, and neither requires antirejection treatment. RNA gene expression analysis of biopsy material may supplement conventional histology, especially in ambiguous cases. Lesser degrees of tubular and interstitial inflammation (Banff borderline) may portend adverse outcomes and should be treated when found on an indication biopsy. Borderline lesions on protocol biopsies may resolve spontaneously but require close follow-up if untreated. Following antirejection therapy of acute TCMR, surveillance protocol biopsies should be considered. Minimally invasive blood-borne assays (donor-derived cell-free DNA and gene expression profiling) are being increasingly studied as a means of following stable patients in lieu of biopsy. The clinical benefit and cost-effectiveness require confirmation in randomized controlled trials. Treatment of acute TCMR is not standardized but involves bolus corticosteroids with lymphocyte depleting antibodies for severe, refractory, or relapsing cases. Arteritis may be found with acute TCMR, active antibody-mediated rejection, or mixed rejections and should be treated accordingly. The optimal treatment ofchronic active TCMR is uncertain. Randomized controlled trials are necessary to optimally define therapy.
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Randhawa P. The MMDx ® diagnostic system: A critical re-appraisal of its knowledge gaps and a call for rigorous validation studies. Clin Transplant 2022; 36:e14747. [PMID: 35678044 DOI: 10.1111/ctr.14747] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 05/31/2022] [Accepted: 06/04/2022] [Indexed: 12/15/2022]
Abstract
Transcriptomics generates pathogenetic insights not obtainable by histology, but translation of these insights into diagnostic tests is not a trivial task. This opinion-piece critically appraises declarative MMDx statements, such as the infallibility of machine learning algorithms, measurements of gene expression with >99% precision, and "unambiguous reclassifications" of contentious biopsies such as those with borderline change, polyomavirus nephropathy, chronic active T-cell or mixed rejection, isolated intimal arteritis, and renal medullary pathology. It is shown that molecular diagnoses that do not agree with histology cannot be attributed primarily to pathology reading errors. Neither can all molecular calls derived from arbitrary binary thresholds be automatically accepted as the ground truth. Important other sources of discrepancies between clinico-pathologic and molecular calls include: (a) organ being studied, (b) disease definition, (c) clinical histologic, and gene expression heterogeneity within the same diagnostic label, (d) size and composition of comparator groups, (e) molecular noise, (f) variability in output of different machine learning algorithms, and (g) the nonavailability of a molecular classifier for chronic active TCMR. Carefully designed clinical trials are needed to determine which of the proposed indications of MMDx provide incremental value over existing standard of care protocols.
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Affiliation(s)
- Parmjeet Randhawa
- Division of Transplantation Pathology, Department of Pathology, The Thomas E Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Seron D, Rabant M, Becker JU, Roufosse C, Bellini MI, Böhmig GA, Budde K, Diekmann F, Glotz D, Hilbrands L, Loupy A, Oberbauer R, Pengel L, Schneeberger S, Naesens M. Proposed Definitions of T Cell-Mediated Rejection and Tubulointerstitial Inflammation as Clinical Trial Endpoints in Kidney Transplantation. Transpl Int 2022; 35:10135. [PMID: 35669975 PMCID: PMC9163314 DOI: 10.3389/ti.2022.10135] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/11/2022] [Indexed: 12/14/2022]
Abstract
The diagnosis of acute T cell-mediated rejection (aTCMR) after kidney transplantation has considerable relevance for research purposes. Its definition is primarily based on tubulointerstitial inflammation and has changed little over time; aTCMR is therefore a suitable parameter for longitudinal data comparisons. In addition, because aTCMR is managed with antirejection therapies that carry additional risks, anxieties, and costs, it is a clinically meaningful endpoint for studies. This paper reviews the history and classifications of TCMR and characterizes its potential role in clinical trials: a role that largely depends on the nature of the biopsy taken (indication vs protocol), the level of inflammation observed (e.g., borderline changes vs full TCMR), concomitant chronic lesions (chronic active TCMR), and the therapeutic intervention planned. There is ongoing variability—and ambiguity—in clinical monitoring and management of TCMR. More research, to investigate the clinical relevance of borderline changes (especially in protocol biopsies) and effective therapeutic strategies that improve graft survival rates with minimal patient morbidity, is urgently required. The present paper was developed from documentation produced by the European Society for Organ Transplantation (ESOT) as part of a Broad Scientific Advice request that ESOT submitted to the European Medicines Agency for discussion in 2020. This paper proposes to move toward refined definitions of aTCMR and borderline changes to be included as primary endpoints in clinical trials of kidney transplantation.
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Affiliation(s)
- Daniel Seron
- Department of Nephrology and Kidney Transplantation, Vall d’Hebrón University Hospital, Barcelona, Spain
| | - Marion Rabant
- Department of Pathology, Hôpital Necker–Enfants Malades, Paris, France
| | - Jan Ulrich Becker
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | - Candice Roufosse
- Centre for Inflammatory Disease, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
| | | | - Georg A. Böhmig
- Division of Nephrology and Dialysis, Department of Internal Medicine, Medical University of Vienna, Vienna, Austria
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Fritz Diekmann
- Department of Nephrology and Kidney Transplantation, Hospital Clinic Barcelona, Barcelona, Spain
| | - Denis Glotz
- Paris Translational Research Center for Organ Transplantation, Hôpital Saint Louis, Paris, France
| | - Luuk Hilbrands
- Department of Nephrology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Alexandre Loupy
- Paris Translational Research Center for Organ Transplantation, Hôpital Necker, Paris, France
| | - 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
- *Correspondence: Maarten Naesens,
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Sakurabayashi K, Muramatsu M, Itabashi Y, Oguchi H, Kawamura T, Hamasaki Y, Mikami T, Tochigi N, Shishido S, Sakai K. Effects of antirejection therapies for early subclinical acute rejection in renal transplant protocol biopsies. RENAL REPLACEMENT THERAPY 2022. [DOI: 10.1186/s41100-022-00407-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Although recently strengthened immunosuppression protocols have decreased the incidence of clinical acute rejection of renal transplants, subclinical acute rejection and borderline changes remain problematic. This study was performed to evaluate the effects of antirejection therapies for early subclinical acute rejection and borderline changes.
Methods
In total, 269 renal transplant patients who received 3-month and 1-year protocol biopsies after renal transplantation were enrolled this study and divided into those with normal findings (Group A) and those with ≥ borderline changes (Group B) according to the 3-month pathological results. Pathological changes, graft function, and graft survival were evaluated at 1 year.
Results
The 3-month protocol biopsy revealed normal findings in 166 patients (Group A) and borderline changes and subclinical acute rejection in 103 patients (Group B). In Group A, 65.1% (n = 108) of the patients maintained normal findings at 1 year, while 30.1% (n = 50) deteriorated to ≥ borderline changes. In Group B, 52.4% (n = 54) of patients improved to normal. Among patients with subclinical acute rejection, 25.0% (n = 5) maintained subclinical acute rejection at 1 year despite antirejection therapy. The mean estimated glomerular filtration rate decreased from 60.4 ± 24.5 to 58.3 ± 19.0 mL/min/1.73 m2 in Group A and from 57.2 ± 28.2 to 53.7 ± 20.3 mL/min/1.73 m2 in Group B (p = 0.417). The 3-, 5-, and 7-year graft survival rates were 99.4%, 99.4%, and 97.6% in Group A and 100.0%, 98.6%, and 98.6% in Group B, respectively (p = 0.709).
Conclusions
Subclinical acute rejection is likely to recur. However, intervention for subclinical acute rejection in the early period after transplantation may help to prevent subsequent histological changes.
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Castro Filho JBSD, Pompeo JDC, Machado RB, Gonçalves LFS, Bauer AC, Manfro RC. Delayed Graft Function Under the Microscope: Surveillance Biopsies in Kidney Transplantation. Transpl Int 2022; 35:10344. [PMID: 35401043 PMCID: PMC8988887 DOI: 10.3389/ti.2022.10344] [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: 01/06/2022] [Accepted: 02/24/2022] [Indexed: 11/13/2022]
Abstract
Delayed graft function (DGF) is a common complication of kidney transplantation and frequently leads to the necessity of surveillance biopsies. The purpose of this study is to describe the histological findings in surveillance biopsies of deceased donor kidney transplant recipients and evaluate the risk factors for graft outcomes. This is a monocentric, retrospective study including kidney transplant recipients that underwent a graft biopsy during the DGF period between January 2006 and July 2019. 356 biopsies were performed in 335 deceased donor transplant recipients. Biopsies were analyzed according to the Banff classification. The main histological findings were: acute tubular necrosis in 150 biopsies (42.1%), acute rejection in 96 biopsies (26.9%), and borderline findings in 91 biopsies (25.5%). In the multivariate analysis, recipient age (p = 0.028) and DGF duration (p = 0.005) were associated with rejection, antibody-induction with anti-thymocyte globulin (ATG) was protective (p = 0.001). The occurrence of rejection was associated with lower death-censored graft survival (log-rank; p = 0.009). Surveillance biopsies of kidney grafts experiencing DGF remain an essential tool for the care of kidney transplant recipients. The recipient’s age and duration of DGF are independent risk factors for acute rejection, while antibody-induction therapy with ATG is associated with protection from its occurrence.
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Affiliation(s)
| | | | - Rafael Berlezi Machado
- UFRGS Medical School, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Luiz Felipe Santos Gonçalves
- Division of Nephrology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,UFRGS Medical School, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Andrea Carla Bauer
- Division of Nephrology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,UFRGS Medical School, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Roberto Ceratti Manfro
- Division of Nephrology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,UFRGS Medical School, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Division of Transplantation, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
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10
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Loupy A, Mengel M, Haas M. 30 years of the International Banff Classification for Allograft Pathology: The Past, Present and Future of Kidney Transplant Diagnostics. Kidney Int 2021; 101:678-691. [DOI: 10.1016/j.kint.2021.11.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/06/2021] [Accepted: 11/05/2021] [Indexed: 10/19/2022]
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11
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Shi T, Roskin K, Baker BM, Woodle ES, Hildeman D. Advanced Genomics-Based Approaches for Defining Allograft Rejection With Single Cell Resolution. Front Immunol 2021; 12:750754. [PMID: 34721421 PMCID: PMC8551864 DOI: 10.3389/fimmu.2021.750754] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 09/13/2021] [Indexed: 12/20/2022] Open
Abstract
Solid organ transplant recipients require long-term immunosuppression for prevention of rejection. Calcineurin inhibitor (CNI)-based immunosuppressive regimens have remained the primary means for immunosuppression for four decades now, yet little is known about their effects on graft resident and infiltrating immune cell populations. Similarly, the understanding of rejection biology under specific types of immunosuppression remains to be defined. Furthermore, development of innovative, rationally designed targeted therapeutics for mitigating or preventing rejection requires a fundamental understanding of the immunobiology that underlies the rejection process. The established use of microarray technologies in transplantation has provided great insight into gene transcripts associated with allograft rejection but does not characterize rejection on a single cell level. Therefore, the development of novel genomics tools, such as single cell sequencing techniques, combined with powerful bioinformatics approaches, has enabled characterization of immune processes at the single cell level. This can provide profound insights into the rejection process, including identification of resident and infiltrating cell transcriptomes, cell-cell interactions, and T cell receptor α/β repertoires. In this review, we discuss genomic analysis techniques, including microarray, bulk RNAseq (bulkSeq), single-cell RNAseq (scRNAseq), and spatial transcriptomic (ST) techniques, including considerations of their benefits and limitations. Further, other techniques, such as chromatin analysis via assay for transposase-accessible chromatin sequencing (ATACseq), bioinformatic regulatory network analyses, and protein-based approaches are also examined. Application of these tools will play a crucial role in redefining transplant rejection with single cell resolution and likely aid in the development of future immunomodulatory therapies in solid organ transplantation.
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Affiliation(s)
- Tiffany Shi
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,Medical Scientist Training Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Krishna Roskin
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Brian M Baker
- Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, IN, United States
| | - E Steve Woodle
- Division of Transplantation, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - David Hildeman
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,Immunology Graduate Program, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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12
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Decrease in CD14++CD16+ Monocytes in Low-Immunological-Risk Kidney Transplant Patients with Subclinical Borderline Inflammation. J Clin Med 2021; 10:jcm10215051. [PMID: 34768571 PMCID: PMC8585102 DOI: 10.3390/jcm10215051] [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: 10/07/2021] [Revised: 10/25/2021] [Accepted: 10/26/2021] [Indexed: 11/23/2022] Open
Abstract
We determined the association between CD14++CD16+ monocytes and subclinical infiltrates that do not reach the histological threshold for rejection (≥Banff IA). We studied low-immunological-risk kidney-transplant recipients in a clinical trial (NCT02284464; EudraCT 2012-003298-24) whose protocol biopsy in the third month showed no significant changes or borderline lesions (BL). Flow cytometry was used to analyze the percentage of CD14++CD16+ monocytes in peripheral blood (PB) and blood from a fine-needle-aspiration biopsy (FNAB). A protocol biopsy was performed in 81 low-immunological-risk patients, of whom 15 were excluded (BK polyomavirus and rejection). The 28 (42.4%) with borderline lesions had significantly low levels of CD14++CD16+ in PB compared to patients with normal biopsies (7.9 ± 5.4 vs. 13.0 ± 12.8; p = 0.047). Patients without significant changes had similar percentages of CD14++CD16+ monocytes in the graft blood (GB) and FNAB blood. The percentage of these monocytes in the patients with an interstitial infiltrate, however, increased significantly in the FNAB blood compared to the GB: 16.9 ± 16.6 vs. 7.9 ± 5.4; p = 0.006. A difference of 50% in CD14++CD16+ in the GB versus the PB was a significant risk factor (p = 0.002) for BL, increasing the risk seven times. A decrease in CD14++CD16+ in the PB could be associated with the recruitment of these cells to the graft tissue in cases of subclinical BL inflammatory infiltrates below the threshold for rejection.
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13
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Donor-derived Cell-free DNA in Solid-organ Transplant Diagnostics: Indications, Limitations, and Future Directions. Transplantation 2021; 105:1203-1211. [PMID: 33534526 DOI: 10.1097/tp.0000000000003651] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The last few years have seen an explosion in clinical research focusing on the use of donor-derived cell-free DNA (dd-cfDNA) in solid-organ transplants (SOT). Although most of the literature published so far focuses on kidney transplants, there are several recent as well as ongoing research studies on heart, lung, pancreas, and liver transplants. Though initially studied as a noninvasive means of identifying subclinical or acute rejection in SOT, it is rapidly becoming clear that instead of being a specific marker for allograft rejection, dd-cfDNA is more appropriately described as a marker of severe injury, although the most common cause of this injury is allograft rejection. Multiple studies in kidney transplants have shown that although sensitivity for the diagnosis of antibody-mediated rejection is excellent, it is less so for T-cell-mediated rejection. It is possible that combining dd-cfDNA with other novel urine- or blood-based biomarkers may increase the sensitivity for the diagnosis of rejection. Irrespective of the cause, though, elevated dd-cfDNA seems to portend adverse allograft prognosis and formation of de novo donor-specific antibody. Although current data do not lend themselves to a clear conclusion, ongoing studies may reveal the utility of serial surveillance for the management of SOT as following levels of dd-cfDNA over time may provide windows of opportunity to intervene early and before irreversible allograft injury. Finally, cost-effectiveness studies will be needed to guide the ideal incorporation of dd-cfDNA into routine clinical practice.
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Correlation of Donor-Derived Cell-free DNA with Histology and Molecular Diagnoses of Kidney Transplant Biopsies. Transplantation 2021; 106:1061-1070. [PMID: 34075006 DOI: 10.1097/tp.0000000000003838] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Circulating donor-derived cell free DNA (cfDNA), a minimally invasive diagnostic tool for kidney transplant rejection, was validated using traditional histology. The Molecular Microscope (MMDx) tissue gene expression platform may provide increased precision to traditional histology. METHODS In this single-center prospective study of 208 biopsies (median=5.8 months) post-transplant, we report on the calibration of cfDNA with simultaneous biopsy assessments using MMDx and histology by Area under the curve (AUC) analyses for optimal criterion, as well as for, previously published cfDNA cut-offs ≤0.21% to 'rule-out' rejection and ≥1% to 'rule-in' rejection. RESULTS There were significant discrepancies between histology and MMDx, with MMDx identifying more antibody-mediated rejection (65; 31%) than histology (43; 21%); the opposite was true for T-cell mediated rejection [TCMR; histology: 27 (13%) vs MMDx: 13 (6%)]. Most of the TCMR discrepancies were seen for histologic borderline/1A TCMR. AUC Curves for cfDNA and prediction of rejection were slightly better with MMDx (AUC=0.80; 95%CI: 0.74-0.86) vs. histology (AUC=0.75; 95%CI: 0.69-0.81). A cfDNA≤0.21% had similar sensitivity (~91%) to 'rule-out' rejection by histology and MMDx. Specificity was slightly higher with MMDx (92%) compared with histology (85%) to 'rule-in' rejection using cfDNA criterion≥1%. Strong positive quantitative correlations were observed between cfDNA scores and molecular acute kidney injury (AKI) for both 'rejection' and 'nonrejection' biopsies. CONCLUSIONS Molecular diagnostics using tissue gene expression and blood-based donor-derived cell-free DNA may add precision to some cases of traditional histology. The positive correlation of cfDNA with molecular AKI suggests a dose-dependent association with tissue injury irrespective of rejection characteristics.
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15
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Borderline Changes in Renal Transplantation: Are We Aware of the Real Impact in Graft Survival? Transplant Proc 2021; 53:1514-1518. [PMID: 33994188 DOI: 10.1016/j.transproceed.2021.03.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 03/17/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Borderline changes suspicious for acute T-cell-mediated rejection (BC) are frequently seen on biopsy specimens, but their clinical significance and clinical management are still controversial. Our goal was to compare clinical outcomes of kidney transplant recipients with biopsy-proven BC vs acute T-cell-mediated rejection (aTCMR) and the influence of treating BC on graft outcomes. METHODS A retrospective cohort study was performed in all kidney transplant recipients with biopsy-proven BC and aTCMR between January 2012 and December 2018, according to Banff 2017 criteria; patients with concomitant antibody-mediated rejection were excluded. RESULTS We included 85 patients, 30 with BC (35.3%) and 55 with aTCMR (64.7%). There was no difference between groups regarding demographics, HLA matching and sensitization, immunosuppression, or time of transplant. Treatment with steroids was started in 15 patients with BC (50%) and in all patients with aTCMR, with 4 of the latter additionally receiving thymoglobulin (7.2%). At 1 year post biopsy, overall graft survival was 71%, and despite presenting better estimated glomerular filtration rate (eGFR) at biopsy (33.3 ± 23.4 vs 19.9 ± 13.2 mL/min/1.73 m2, P = .008), patients in the BC group presented the same graft survival as the aTCMR group according to Kaplan-Meyer survival curves. When analyzing the BC group (n = 30) and comparing the patients who were treated (n = 15) vs a conservative approach (n = 15), graft survival at 1 year was 87% for treated patients and 73% for nontreated patients (P = .651), with no difference in eGFR for patients with functioning graft. However, at longer follow-up, survival curves showed a trend for better graft survival in treated patients (70.2 ± 9.2 vs 38.4 ± 8.4 months, P = .087). CONCLUSION Our study showed that patients with BC did not present better graft survival or graft function at 1 year after biopsy or at follow-up compared with the aTCMR group, despite better eGFR at diagnosis. We found a trend for better graft survival in patients with BC treated with steroids compared with a conservative approach. These results reinforce the importance of borderline changes in graft outcomes and that the decision to treat can influence long-term outcomes.
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16
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Clinical Relevance of Corticosteroid Withdrawal on Graft Histological Lesions in Low-Immunological-Risk Kidney Transplant Patients. J Clin Med 2021; 10:jcm10092005. [PMID: 34067039 PMCID: PMC8125434 DOI: 10.3390/jcm10092005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/30/2021] [Accepted: 05/03/2021] [Indexed: 12/14/2022] Open
Abstract
The impact of corticosteroid withdrawal on medium-term graft histological changes in kidney transplant (KT) recipients under standard immunosuppression is uncertain. As part of an open-label, multicenter, prospective, phase IV, 24-month clinical trial (ClinicalTrials.gov, NCT02284464) in low-immunological-risk KT recipients, 105 patients were randomized, after a protocol-biopsy at 3 months, to corticosteroid continuation (CSC, n = 52) or corticosteroid withdrawal (CSW, n = 53). Both groups received tacrolimus and MMF and had another protocol-biopsy at 24 months. The acute rejection rate, including subclinical inflammation (SCI), was comparable between groups (21.2 vs. 24.5%). No patients developed dnDSA. Inflammatory and chronicity scores increased from 3 to 24 months in patients with, at baseline, no inflammation (NI) or SCI, regardless of treatment. CSW patients with SCI at 3 months had a significantly increased chronicity score at 24 months. HbA1c levels were lower in CSW patients (6.4 ± 1.2 vs. 5.7 ± 0.6%; p = 0.013) at 24 months, as was systolic blood pressure (134.2 ± 14.9 vs. 125.7 ± 15.3 mmHg; p = 0.016). Allograft function was comparable between groups and no patients died or lost their graft. An increase in chronicity scores at 2-years post-transplantation was observed in low-immunological-risk KT recipients with initial NI or SCI, but CSW may accelerate chronicity changes, especially in patients with early SCI. This strategy did, however, improve the cardiovascular profiles of patients.
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17
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Hruba P, Madill-Thomsen K, Mackova M, Maluskova J, Voska L, Slatinska J, Halloran PF, Viklicky O. Three-month course of intragraft transcriptional changes in kidney allografts with early histological minimal injury - a cohort study. Transpl Int 2021; 34:974-985. [PMID: 33650206 DOI: 10.1111/tri.13856] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/08/2021] [Accepted: 02/24/2021] [Indexed: 11/30/2022]
Abstract
The tubulitis with/without interstitial inflammation not meeting criteria for T-cell-mediated rejection (minimal allograft injury) is the most frequent histological findings in early transplant biopsies. The course of transcriptional changes in sequential kidney graft biopsies has not been studied yet. Molecular phenotypes were analyzed using the Molecular Microscope® Diagnostic System (MMDx) in 46 indication biopsies (median 13 postoperative days) diagnosed as minimal allograft injury and in corresponding follow-up biopsies at 3 months. All 46 patients with minimal injury in early biopsy received steroid pulses. MMDx interpreted indication biopsies as no-rejection in 34/46 (74%), T-cell-mediated rejection (TCMR) in 4/46 (9%), antibody-mediated rejection in 6/46 (13%), and mixed rejection in 2/46 (4%) cases. Follow-up biopsies were interpreted by MMDx in 37/46 (80%) cases as no-rejection, in 4/46 (9%) as TCMR, and in 5/46 (11%) as mixed rejection. Follow-up biopsies showed a decrease in MMDx-assessed acute kidney injury (P = 0.001) and an increase of atrophy-fibrosis (P = 0.002). The most significant predictor of MMDx rejection scores in follow-up biopsies was the tubulitis classifier score in initial biopsies (AUC = 0.84, P = 0.002), confirmed in multivariate binary regression (OR = 16, P = 0.016). Molecular tubulitis score at initial biopsy has the potential to discriminate patients at risk for molecular rejection score at follow-up biopsy.
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Affiliation(s)
- Petra Hruba
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Katelynn Madill-Thomsen
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,University of Alberta, Edmonton, AB, Canada
| | - Martina Mackova
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
| | - Jana Maluskova
- Department of Pathology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Ludek Voska
- Department of Pathology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Janka Slatinska
- Department of Nephrology and Transplant Center, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Philip F Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,University of Alberta, Edmonton, AB, Canada
| | - Ondrej Viklicky
- Transplant Laboratory, Institute for Clinical and Experimental Medicine, Prague, Czech Republic.,Department of Nephrology and Transplant Center, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
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18
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Molecular Analysis of Renal Allograft Biopsies: Where Do We Stand and Where Are We Going? Transplantation 2021; 104:2478-2486. [PMID: 32150035 DOI: 10.1097/tp.0000000000003220] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
A renal core biopsy for histological evaluation is the gold standard for diagnosing renal transplant pathology. However, renal biopsy interpretation is subjective and can render insufficient precision, making it difficult to apply a targeted therapeutic regimen for the individual patient. This warrants a need for additional methods assessing disease state in the renal transplant. Significant research activity has been focused on the role of molecular analysis in the diagnosis of renal allograft rejection. The identification of specific molecular expression patterns in allograft biopsies related to different types of allograft injury could provide valuable information about the processes underlying renal transplant dysfunction and can be used for the development of molecular classifier scores, which could improve our diagnostic and prognostic ability and could guide treatment. Molecular profiling has the potential to be more precise and objective than histological evaluation and may identify injury even before it becomes visible on histology, making it possible to start treatment at the earliest time possible. Combining conventional diagnostics (histology, serology, and clinical data) and molecular evaluation will most likely offer the best diagnostic approach. We believe that the use of state-of-the-art molecular analysis will have a significant impact in diagnostics after renal transplantation. In this review, we elaborate on the molecular phenotype of both acute and chronic T cell-mediated rejection and antibody-mediated rejection and discuss the additive value of molecular profiling in the setting of diagnosing renal allograft rejection and how this will improve transplant patient care.
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19
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Molecular patterns of isolated tubulitis differ from tubulitis with interstitial inflammation in early indication biopsies of kidney allografts. Sci Rep 2020; 10:22220. [PMID: 33335257 PMCID: PMC7746707 DOI: 10.1038/s41598-020-79332-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 12/02/2020] [Indexed: 11/09/2022] Open
Abstract
The Banff 2019 kidney allograft pathology update excluded isolated tubulitis without interstitial inflammation (ISO-T) from the category of borderline (suspicious) for acute T cell-mediated rejection due to its proposed benign clinical outcome. In this study, we explored the molecular assessment of ISO-T. ISO-T or interstitial inflammation with tubulitis (I + T) was diagnosed in indication biopsies within the first 14 postoperative days. The molecular phenotype of ISO-T was compared to I + T either by using RNA sequencing (n = 16) or by Molecular Microscope Diagnostic System (MMDx, n = 51). RNA sequencing showed lower expression of genes related to interferon-y (p = 1.5 *10-16), cytokine signaling (p = 2.1 *10-20) and inflammatory response (p = 1.0*10-13) in the ISO-T group than in I + T group. Transcripts with increased expression in the I + T group overlapped significantly with previously described pathogenesis-based transcript sets associated with cytotoxic and effector T cell transcripts, and with T cell-mediated rejection (TCMR). MMDx classified 25/32 (78%) ISO-T biopsies and 12/19 (63%) I + T biopsies as no-rejection. ISO-T had significantly lower MMDx scores for interstitial inflammation (p = 0.014), tubulitis (p = 0.035) and TCMR (p = 0.016) compared to I + T. Fewer molecular signals of inflammation in isolated tubulitis suggest that this is also a benign phenotype on a molecular level.
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20
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Chen CC, Lin WC, Lee CY, Yang CY, Tsai MK. Two-year protocol biopsy after kidney transplantation in clinically stable recipients - a retrospective study. Transpl Int 2020; 34:185-193. [PMID: 33152140 DOI: 10.1111/tri.13785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 08/14/2020] [Accepted: 11/02/2020] [Indexed: 12/25/2022]
Abstract
The idea of protocol biopsy is to detect subclinical pathologies, including rejection, recurrent disease, or infection for early intervention and adjustment of immunosuppressants. Nevertheless, it is not adopted by most clinicians because of its low yield rate and uncertain long-term benefits. This retrospective study evaluated the impact of protocol biopsy on renal function and allograft survival. A two-year protocol biopsy was proposed for 190 stable patients; 68 of them accepted [protocol biopsy (PB) group], while 122 did not [nonprotocol biopsy (NPB) group]. The rejection diagnosis was made in 13 patients by protocol biopsy, and 11 of them had borderline rejection. In the following 5 years, graft survival was better in the PB group than in the NPB group (P = 0.0143). A total of 4 and 17 patients in the PB and NPB groups, respectively, had rejection events proven by indication biopsy. Renal function was better preserved in the PB group than in the NPB group (P = 0.0107) for patients with rejection events. Nevertheless, the survival benefit disappeared by a longer follow-up period (12-year, P = 0.2886). In conclusion, 2-year protocol biopsy detects subclinical pathological changes in rejection and preserves renal function by early intervention so as to prolong graft survival within 5 years.
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Affiliation(s)
- Chien-Chia Chen
- Division of General Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Chou Lin
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan
| | - Chih-Yuan Lee
- Division of General Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Ching-Yao Yang
- Division of General Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Meng-Kun Tsai
- Division of General Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.,Division of General Surgery, Department of Surgery, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
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21
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A Rejection Gene Expression Score in Indication and Surveillance Biopsies Is Associated with Graft Outcome. Int J Mol Sci 2020; 21:ijms21218237. [PMID: 33153205 PMCID: PMC7672640 DOI: 10.3390/ijms21218237] [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: 10/05/2020] [Revised: 10/30/2020] [Accepted: 11/01/2020] [Indexed: 11/26/2022] Open
Abstract
Rejection-associated gene expression has been characterized in renal allograft biopsies for cause. The aim is to evaluate rejection gene expression in subclinical rejection and in biopsies with borderline changes or interstitial fibrosis and tubular atrophy (IFTA). We included 96 biopsies. Most differentially expressed genes between normal surveillance biopsies (n = 17) and clinical rejection (n = 12) were obtained. A rejection-associated gene (RAG) score was defined as its geometric mean. The following groups were considered: (a) subclinical rejection (REJ-S, n = 6); (b) borderline changes in biopsies for cause (BL-C, n = 13); (c) borderline changes in surveillance biopsies (BL-S, n = 12); (d) IFTA in biopsies for cause (IFTA-C, n = 20); and (e) IFTA in surveillance biopsies (IFTA-S, n = 16). The outcome variable was death-censored graft loss or glomerular filtration rate decline ≥ 30 % at 2 years. A RAG score containing 109 genes derived from normal and clinical rejection (area under the curve, AUC = 1) was employed to classify the study groups. A positive RAG score was observed in 83% REJ-S, 38% BL-C, 17% BL-S, 25% IFTA-C, and 5% IFTA-S. A positive RAG score was an independent predictor of graft outcome from histological diagnosis (hazard ratio: 3.5 and 95% confidence interval: 1.1–10.9; p = 0.031). A positive RAG score predicts graft outcome in surveillance and for cause biopsies with a less severe phenotype than clinical rejection.
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22
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Dobi D, Vincenti F, Chandran S, Greenland JR, Bowman C, Chen A, Junger H, Laszik ZG. The impact of belatacept on the phenotypic heterogeneity of renal T cell-mediated alloimmune response: The critical role of maintenance treatment and inflammatory load. Clin Transplant 2020; 34:e14084. [PMID: 32939817 DOI: 10.1111/ctr.14084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 07/30/2020] [Accepted: 08/21/2020] [Indexed: 11/30/2022]
Abstract
Belatacept offers superior long-term outcome relative to calcineurin inhibitor (CNI)-based immunosuppression. However, the higher frequency of early T cell-mediated rejection (TCMR) in belatacept-treated patients hampered the widespread adoption of costimulation blockade. Here, we applied gene expression analysis and whole-slide inflammatory cell quantification to assess the impact of belatacept on intragraft immune signature. We studied formalin-fixed, paraffin-embedded renal biopsies from 92 patients stratified by histopathologic diagnosis (TCMR, borderline changes, or normal) and immunosuppression regimen (belatacept, CNI). An interaction model was built to explore maintenance treatment-dependent expression level changes of immune response-related genes across diagnostic categories of normal, borderline changes, and TCMR. Ninety-one percent of genes overexpressed in TCMR showed significant correlation with whole section inflammatory load. There were 27 genes that had a positive association with belatacept treatment. These were mostly related to myeloid cells and innate immunity. Genes negatively associated with costimulation blockade (n = 14) could be linked to B-cell differentiation and proliferation. We concluded that expression levels of genes characteristic of TCMR are strongly interconnected with quantitative changes of the biopsy inflammatory load. Our results might suggest differential involvement of the innate immune system, and an altered B-cell engagement during TCMR in belatacept-treated patients relative to CNI-treated referents.
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Affiliation(s)
- Dejan Dobi
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Flavio Vincenti
- Department of Medicine, University of California, San Francisco, CA, USA.,Department of Surgery, University of California, San Francisco, CA, USA
| | - Sindhu Chandran
- Department of Medicine, University of California, San Francisco, CA, USA
| | - John R Greenland
- Department of Medicine, University of California, San Francisco, CA, USA.,Medical Service, Veterans Affairs Health Care System, San Francisco, CA, USA
| | - Christopher Bowman
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Adeline Chen
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Henrik Junger
- Department of Surgery, University of California, San Francisco, CA, USA
| | - Zoltan G Laszik
- Department of Pathology, University of California, San Francisco, CA, USA
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23
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Stites E, Kumar D, Olaitan O, John Swanson S, Leca N, Weir M, Bromberg J, Melancon J, Agha I, Fattah H, Alhamad T, Qazi Y, Wiseman A, Gupta G. High levels of dd-cfDNA identify patients with TCMR 1A and borderline allograft rejection at elevated risk of graft injury. Am J Transplant 2020; 20:2491-2498. [PMID: 32056331 PMCID: PMC7496411 DOI: 10.1111/ajt.15822] [Citation(s) in RCA: 85] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 01/30/2020] [Accepted: 02/02/2020] [Indexed: 01/25/2023]
Abstract
The clinical importance of subclinical, early T cell-mediated rejection (Banff TCMR 1A and borderline lesions) remains unclear, due, in part to the fact that histologic lesions used to characterize early TCMR can be nonspecific. Donor-derived cell-free DNA (dd-cfDNA) is an important molecular marker of active graft injury. Over a study period from June 2017 to May 2019, we assessed clinical outcomes in 79 patients diagnosed with TCMR 1A/borderline rejection across 11 US centers with a simultaneous measurement of dd-cfDNA. Forty-two patients had elevated dd-cfDNA (≥0.5%) and 37 patients had low levels (<0.5%). Elevated levels of dd-cfDNA predicted adverse clinical outcomes: among patients with elevated cfDNA, estimated glomerular filtration rate declined by 8.5% (interquartile rate [IQR] -16.22% to -1.39%) (-3.50 mL/min/1.73 m2 IQR -8.00 to -1.00) vs 0% (-4.92%, 4.76%) in low dd-cfDNA patients (P = .004), de novo donor-specific antibody formation was seen in 40% (17/42) vs 2.7% (P < .0001), and future or persistent rejection occurred in 9 of 42 patients (21.4%) vs 0% (P = .003). The use of dd-cfDNA may complement the Banff classification and to risk stratify patients with borderline/TCMR 1A identified on biopsy.
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Affiliation(s)
| | - Dhiren Kumar
- Medicine/NephrologyVirginia Commonwealth University School of MedicineRichmondVirginiaUSA
| | | | | | - Nicolae Leca
- Division of NephrologyDepartment of MedicineUniversity of Washington Medical CenterSeattleWashingtonUSA
| | - Matthew Weir
- Division of NephrologyUniversity of MarylandBaltimoreMarylandUSA
| | | | - Joseph Melancon
- SurgeryGeorge Washington UniversityWashingtonDistrict of ColumbiaUSA
| | - Irfan Agha
- Medical City Dallas HospitalDallasTexasUSA
| | - Hasan Fattah
- University of Kentucky Medical CenterLexingtonKentuckyUSA
| | - Tarek Alhamad
- Washington University in Saint LouisSaint LouisMissouriUSA
| | - Yasir Qazi
- Keck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
- Internal MedicineDivision of NephrologyLos AngelesCaliforniaUSA
| | | | - Gaurav Gupta
- Medicine/NephrologyVirginia Commonwealth University School of MedicineRichmondVirginiaUSA
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24
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Dale LA, Brennan C, Batal I, Morris H, Jain NG, Valeri A, Husain SA, King K, Tsapepas D, Cohen D, Mohan S. Treatment of borderline infiltrates with minimal inflammation in kidney transplant recipients has no effect on allograft or patient outcomes. Clin Transplant 2020; 34:e14019. [PMID: 32573811 DOI: 10.1111/ctr.14019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 06/13/2020] [Accepted: 06/15/2020] [Indexed: 01/09/2023]
Abstract
In 2005, the Banff committee expanded the "borderline changes" category to include lesions with minimal (<10%) inflammation: "i0" borderline infiltrates. Clinical significance and optimal treatment of i0 borderline infiltrates are not known. Data suggest that i0 borderline infiltrates may have a more favorable prognosis than borderline infiltrates with higher grades of interstitial inflammation. In this single-center, retrospective, observational study, we assessed 90 renal transplant recipients with i0 borderline infiltrates on biopsies indicated for graft dysfunction. We studied the impact of treatment with corticosteroids on allograft function, allograft survival, and patient survival. We found no differences between treated and untreated groups with respect to eGFR at 4 weeks and 6 months after biopsy. Follow-up biopsies, available in 67% of patients, were negative for rejection in almost half of all cases, regardless of treatment status. The frequencies of persistent borderline infiltrates (38%) and higher-grade T cell-mediated rejection (1A or greater, 14%) on follow-up biopsies were similar between the two groups. There were no differences in rejection-free allograft survival, death-censored graft failure, or patient mortality among treated vs non-treated i0 borderline patients. Our findings suggest that the natural history of i0 borderline infiltrates, in relatively low immunologic risk patients, is not affected by corticosteroid treatment.
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Affiliation(s)
- Leigh-Anne Dale
- New York-Presbyterian/Columbia University Medical Center, New York, NY, USA
| | - Corey Brennan
- The Columbia University Renal Epidemiology Group, New York-Presbyterian Hospital, New York, NY, USA
| | - Ibrahim Batal
- Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Heather Morris
- Division of Nephrology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Namrata G Jain
- Pediatric Nephrology, Columbia University Medical Center, New York, NY, USA
| | - Anthony Valeri
- Division of Nephrology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Syed A Husain
- Division of Nephrology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Kristen King
- Division of Nephrology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | | | - David Cohen
- Division of Nephrology, Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Sumit Mohan
- Columbia University College of Physicians and Surgeons, New York, NY, USA
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25
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Abstract
The standardization of renal allograft pathology began in 1991 at the first Banff Conference held in Banff, Alberta, Canada. The first task of transplant pathologists, clinicians, and surgeons was to establish diagnostic criteria for T-cell-mediated rejection (TCMR). The histological threshold for this diagnosis was arbitrarily set at "i2t2": a mononuclear interstitial cell infiltrate present in at least 25% of normal parenchyma and >4 mononuclear cells within the tubular basement membrane of nonatrophic tubules. TCMR was usually found in dysfunctional grafts with an elevation in the serum creatinine; however, our group and others found this extent of inflammation in "routine" or "protocol" biopsies of normally functioning grafts: "subclinical" TCMR. The prevalence of TCMR is higher in the early months posttransplant and has decreased with the increased potency of current immunosuppressive agents. However, the pathogenicity of lesser degrees of inflammation under modern immunosuppression and the relation between ongoing inflammation and development of donor-specific antibody has renewed our interest in subclinical alloreactivity. Finally, the advances in our understanding of pretransplant risk assessment, and our increasing ability to monitor patients less invasively posttransplant, promises to usher in the era of precision medicine.
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26
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Hanssen O, Weekers L, Lovinfosse P, Jadoul A, Bonvoisin C, Bouquegneau A, Grosch S, Huynen A, Anglicheau D, Hustinx R, Jouret F. Diagnostic yield of 18 F-FDG PET/CT imaging and urinary CXCL9/creatinine levels in kidney allograft subclinical rejection. Am J Transplant 2020; 20:1402-1409. [PMID: 31841263 DOI: 10.1111/ajt.15742] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 11/19/2019] [Accepted: 11/22/2019] [Indexed: 01/25/2023]
Abstract
Subclinical kidney allograft acute rejection (SCR) corresponds to "the unexpected histological evidence of acute rejection in a stable patient." SCR detection relies on surveillance biopsy. Noninvasive approaches may help avoid biopsy-associated complications. From November 2015 to January 2018, we prospectively performed positron emission tomography/computed tomography (PET/CT) after injection of F18 -fluorodeoxyglucose (18 F-FDG) in adult kidney transplant recipients with surveillance biopsy at ~3 months posttransplantation. The Banff-2017 classification was used. The ratio of the mean standard uptake value (mSUVR) between kidney cortex and psoas muscle was measured. Urinary levels of CXCL-9 were concomitantly quantified. Our 92-patient cohort was categorized upon histology: normal (n = 70), borderline (n = 16), and SCR (n = 6). No clinical or biological difference was observed between groups. The mSUVR reached 1.87 ± 0.55, 1.94 ± 0.35, and 2.41 ± 0.54 in normal, borderline, and SCR groups, respectively. A significant difference in mSUVR was found among groups. Furthermore, mSUVR was significantly higher in the SCR vs normal group. The area under the receiver operating characteristic curve (AUC) was 0.79, with 83% sensitivity using an mSUVR threshold of 2.4. The AUC of urinary CXCL-9/creatinine ratios comparatively reached 0.79. The mSUVR positively correlated with ti and acute composite Banff scores. 18 F-FDG-PET/CT helps noninvasively exclude SCR, with a negative predictive value of 98%. External validations are required.
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Affiliation(s)
- Oriane Hanssen
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium
| | - Laurent Weekers
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium
| | - Pierre Lovinfosse
- Division of Nuclear Medicine, Department of Medical Physics, University of Liège Hospital, Liège, Belgium
| | - Alexandre Jadoul
- Division of Nuclear Medicine, Department of Medical Physics, University of Liège Hospital, Liège, Belgium
| | - Catherine Bonvoisin
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium
| | - Antoine Bouquegneau
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium
| | - Stéphanie Grosch
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium.,Division of Renal Pathology, Unilab, University of Liège Hospital, Liège, Belgium
| | - Alexandre Huynen
- Structural Engineering Division, Faculty of Applied Sciences, University of Liège, Liège, Belgium
| | - Dany Anglicheau
- Department of Nephrology and Kidney Transplantation, RTRS Centaure, LabEx Transplantex, Necker Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Roland Hustinx
- Division of Nuclear Medicine, Department of Medical Physics, University of Liège Hospital, Liège, Belgium
| | - Francois Jouret
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Liège, Belgium.,Groupe Interdisciplinaire de Géno-protéomique Appliquée, Cardiovascular Sciences, University of Liège, Liège, Belgium
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Moreso F, Sellarès J, Soler MJ, Serón D. Transcriptome Analysis in Renal Transplant Biopsies Not Fulfilling Rejection Criteria. Int J Mol Sci 2020; 21:ijms21062245. [PMID: 32213927 PMCID: PMC7139324 DOI: 10.3390/ijms21062245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/11/2020] [Accepted: 03/20/2020] [Indexed: 01/02/2023] Open
Abstract
The clinical significance of renal transplant biopsies displaying borderline changes suspicious for T-cell mediated rejection (TCMR) or interstitial fibrosis and tubular atrophy (IFTA) with interstitial inflammation has not been well defined. Molecular profiling to evaluate renal transplant biopsies using microarrays has been shown to be an objective measurement that adds precision to conventional histology. We review the contribution of transcriptomic analysis in surveillance and indication biopsies with borderline changes and IFTA associated with variable degrees of inflammation. Transcriptome analysis applied to biopsies with borderline changes allows to distinguish patients with rejection from those in whom mild inflammation mainly represents a response to injury. Biopsies with IFTA and inflammation occurring in unscarred tissue display a molecular pattern similar to TCMR while biopsies with IFTA and inflammation in scarred tissue, apart from T-cell activation, also express B cell, immunoglobulin and mast cell-related genes. Additionally, patients at risk for IFTA progression can be identified by genes mainly reflecting fibroblast dysregulation and immune activation. At present, it is not well established whether the expression of rejection gene transcripts in patients with fibrosis and inflammation is the consequence of an alloimmune response, tissue damage or a combination of both.
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The Causes of Kidney Allograft Failure: More Than Alloimmunity. A Viewpoint Article. Transplantation 2020; 104:e46-e56. [DOI: 10.1097/tp.0000000000003012] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Paquot F, Weekers L, Bonvoisin C, Pottel H, Jouret F. "Acute kidney dysfunction with no rejection" is associated with poor renal outcomes at 2 years post kidney transplantation. BMC Nephrol 2019; 20:249. [PMID: 31288762 PMCID: PMC6617570 DOI: 10.1186/s12882-019-1444-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 07/01/2019] [Indexed: 01/08/2023] Open
Abstract
Background “Acute kidney dysfunction with no rejection” (ADNR) corresponds to acute kidney injury without histological evidence of acute rejection (AR) in kidney transplant recipients (KTR). The prognosis of ADNR is unknown. Methods From 2007 to 2015, we categorized KTR with for-cause kidney biopsy within the first 12 months post kidney transplantation (KTx) into ADNR (n = 93) and biopsy-proven AR (n = 22). Controls (C, n = 135) included KTR with no ADNR or AR within the first 24 months post-KTx. A piecewise linear regression with a single fixed-knot at 12 months served to establish intercepts and slopes of MDRD-eGFR variations from 12 to 24 months. The percentage of KTR with ≥30% reduction of eGFR from 12 to 24 months was calculated as a surrogate marker of future graft loss. Results The median time for for-cause biopsy was 22 [10–70] and 13 [7–43] days for ADNR and AR, respectively. At 12 months, eGFR was significantly higher in C (57.6 ± 14.9 mL/min/1.73m2) vs. ADNR (43.5 ± 15.4 mL/min/1.73m2, p < 0.0001) and vs. AR (46.5 ± 15.2 mL/min/1.73m2, p < 0.0065). The proportion of KTR with ≥30% reduction in eGFR from 12 to 24 months reached 16.3% in C vs. 29.9% in ADNR (p = 0.02) and vs. 15% in AR (not significant). Conclusions ADNR is associated with poor outcomes within 2 years post-KTx.
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Affiliation(s)
- François Paquot
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Avenue Hippocrate, 13 - B4000, Liège, Belgium.
| | - Laurent Weekers
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Avenue Hippocrate, 13 - B4000, Liège, Belgium
| | - Catherine Bonvoisin
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Avenue Hippocrate, 13 - B4000, Liège, Belgium
| | - Hans Pottel
- KU Leuven Kulak, Department of Public Health and Primary Care, University of Leuven, Kortrijk, Belgium
| | - François Jouret
- Division of Nephrology, Department of Internal Medicine, University of Liège Hospital, Avenue Hippocrate, 13 - B4000, Liège, Belgium.,Groupe Interdisciplinaire de Génoprotéomique Appliquée, Cardiovascular Sciences, University of Liège, Liège, Belgium
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Nankivell BJ, Agrawal N, Sharma A, Taverniti A, P'Ng CH, Shingde M, Wong G, Chapman JR. The clinical and pathological significance of borderline T cell-mediated rejection. Am J Transplant 2019; 19:1452-1463. [PMID: 30501008 DOI: 10.1111/ajt.15197] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Revised: 10/28/2018] [Accepted: 11/15/2018] [Indexed: 01/25/2023]
Abstract
The pathological diagnosis of borderline rejection (BL-R) denotes possible T cell-mediated rejection (TCMR), but its clinical significance is uncertain. This single-center, cross-sectional cohort study compared the functional and histological outcomes of consecutive BL-R diagnoses (n = 146) against normal controls (n = 826) and acute TCMR (n = 55) from 551 renal transplant recipients. BL-R was associated with the following: contemporaneous renal dysfunction, acute tubular necrosis, and chronic tubular atrophy (P < .001); progressive tubular injury with fibrosis by longitudinal sequential histology (45.3% at 1 year); increased subsequent acute rejection (39.4%), allograft failure (P < .001), and patient mortality (P = .007). BL-R detected by biopsy indicated for impaired function was followed by suboptimal functional recovery (46.3%), persistent inflammation (27.2%), and acute rejection episodes (50.0%) despite antirejection treatment in 83.3%. By 1 year after BL-R, the incidence of new-onset microvascular inflammation (9.3%), C4d staining (22.3%), transplant glomerulopathy (13.3%), and de novo donor-specific antibodies (31.5%) exceeded normal controls (P < .05-.001). BL-R inflammation in protocol biopsy persisted in 28.0% and progressed to acute rejection in 32.6%; however, it resolved in 61.6% of the untreated cases. In summary, BL-R is a heterogeneous diagnostic grouping, ranging from mild inconsequential inflammation to clinically significant TCMR, which is capable of immune-mediated tubular injury resulting in inferior functional, immunological, and histological consequences.
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Affiliation(s)
| | - Nidhi Agrawal
- Department of Renal Medicine, Westmead Hospital, Sydney, Australia
| | - Ankit Sharma
- Department of Renal Medicine, Westmead Hospital, Sydney, Australia.,School of Public Health, University of Sydney, Sydney, Australia.,Centre for Kidney Research, Children's Hospital at Westmead, Sydney, Australia
| | - Anne Taverniti
- Centre for Kidney Research, Children's Hospital at Westmead, Sydney, Australia
| | - Chow H P'Ng
- Tissue Pathology and Diagnostic Oncology, ICPMR, Sydney, Australia
| | - Meena Shingde
- Tissue Pathology and Diagnostic Oncology, ICPMR, Sydney, Australia
| | - Germaine Wong
- Department of Renal Medicine, Westmead Hospital, Sydney, Australia.,School of Public Health, University of Sydney, Sydney, Australia.,Centre for Kidney Research, Children's Hospital at Westmead, Sydney, Australia
| | - Jeremy R Chapman
- Department of Renal Medicine, Westmead Hospital, Sydney, Australia
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Goumard A, Sautenet B, Bailly E, Miquelestorena-Standley E, Proust B, Longuet H, Binet L, Baron C, Halimi JM, Büchler M, Gatault P. Increased risk of rejection after basiliximab induction in sensitized kidney transplant recipients without pre-existing donor-specific antibodies - a retrospective study. Transpl Int 2019; 32:820-830. [PMID: 30903722 DOI: 10.1111/tri.13428] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 01/07/2019] [Accepted: 03/19/2019] [Indexed: 11/28/2022]
Abstract
Depleting induction therapy is recommended in sensitized kidney transplant recipients (KTRs), though the detrimental effect of nondonor-specific anti-HLA antibodies is not undeniable. We compared the efficacy and safety of basiliximab and rabbit anti-thymocyte globulin (rATG) in sensitized KTRs without pre-existing donor-specific antibodies (DSAs). This monocentric retrospective study involved all sensitized KTR adults without pre-existing DSAs (n = 218) who underwent transplantation after June 2007. Patients with basiliximab and rATG therapy were compared for risk of biopsy-proven acute rejection (BPAR) and a composite endpoint (BPAR, graft loss and death) by univariate and multivariate analysis. Patients with basiliximab (n = 60) had lower mean calculated panel reactive antibody than those with rATG (n = 158; 23.7 ± 24.2 vs. 63.8 ± 32.3, P < 0.0001) and more often received a first graft (88% vs. 54%, P < 0.0001) and a transplant from a living donor (13% vs. 2%, P = 0.002). Risks of BPAR and of reaching the composite endpoint were greater with basiliximab than rATG [HR = 3.63 (1.70-7.77), P = 0.0009 and HR = 1.60 (0.99-2.59), P = 0.050, respectively]. Several adjustments did not change those risks [BPAR: 3.36 (1.23-9.16), P = 0.018; composite endpoint: 1.83 (0.99-3.39), P = 0.053]. Infections and malignancies were similar in both groups. rATG remains the first-line treatment in sensitized KTR, even in the absence of pre-existing DSAs.
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Affiliation(s)
- Annabelle Goumard
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France
| | - Bénédicte Sautenet
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France.,SPHERE INSERM1246, University of Tours and Nantes, Tours, France
| | - Elodie Bailly
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France
| | | | - Barbara Proust
- Laboratory of Histocompatibility, Etablissement Français du Sang, Lyon, France
| | - Hélène Longuet
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France
| | - Lise Binet
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France
| | - Christophe Baron
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France
| | - Jean-Michel Halimi
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France
| | - Matthias Büchler
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France
| | - Philippe Gatault
- Department of Nephrology and Clinical Immunology, Hospital of Tours, Tours, France.,T2I, University of Tours, Tours, France
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Impact of the Current Versus the Previous Diagnostic Threshold on the Outcome of Patients With Borderline Changes Suspicious for T Cell–mediated Rejection Diagnosed on Indication Biopsies. Transplantation 2018; 102:2120-2125. [DOI: 10.1097/tp.0000000000002327] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Liu P, Tseng G, Wang Z, Huang Y, Randhawa P. Diagnosis of T-cell-mediated kidney rejection in formalin-fixed, paraffin-embedded tissues using RNA-Seq-based machine learning algorithms. Hum Pathol 2018; 84:283-290. [PMID: 30296518 DOI: 10.1016/j.humpath.2018.09.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 09/21/2018] [Accepted: 09/29/2018] [Indexed: 12/26/2022]
Abstract
Molecular diagnosis is being increasingly used in transplant pathology to render more objective and quantitative determinations that also provide mechanistic and prognostic insights. This study performed RNA-Seq on biopsies from kidneys with stable function (STA) and biopsies with classical findings of T-cell-mediated rejection (TCMR). Machine learning tools were used to develop prediction models for distinguishing TCMR and STA samples using the top genes identified by DSeq2. The prediction models were tested on 703 biopsies with Affymetrix chip gene expression profiles available in the public domain. Linear discriminant analysis predicted TCMR in 55 of 67 biopsies labeled TCMR, and 65 of 105 biopsies designated as antibody-mediated rejection. The random forest and support vector machine models showed comparable performance. These data illustrate the feasibility of using RNA-Seq for molecular diagnosis of TCMR in formalin-fixed tissue. Application of the derived diagnostic algorithms to publicly available data sets demonstrates frequent coexistence of TCMR in biopsies designated as antibody-mediated rejection. This underrecognition of TCMR in renal allograft biopsies has significant implications with respect to patient care.
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Affiliation(s)
- Peng Liu
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - George Tseng
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Zijie Wang
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Yuchen Huang
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Parmjeet Randhawa
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA.
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35
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Barner M, DeKoning J, Kashi Z, Halloran P. Recent Advancements in the Assessment of Renal Transplant Dysfunction with an Emphasis on Microarray Molecular Diagnostics. Clin Lab Med 2018; 38:623-635. [PMID: 30420057 DOI: 10.1016/j.cll.2018.07.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Conventional assessment of renal transplant rejection and injury through use of histology, C4d staining, and HLA antibody testing, has been the standard approach to transplant management. By many measures, these methods of conventional assessment may be considered flawed, particularly with the subjective nature of histologic diagnoses. The Alberta Transplant Applied Genomics Center has developed the Molecular Microscope diagnostic system, which uses microarrays to measure gene expression. These data are analyzed using classifiers (weighted equations) that compare the tested biopsy to a proprietary reference set of biopsies to provide objective measures of the status of the renal transplant.
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Affiliation(s)
- Meagan Barner
- Kashi Clinical Laboratories, 10101 Southwest Barbur Boulevard Suite 200, Portland, OR 97219, USA
| | - Jenefer DeKoning
- Kashi Clinical Laboratories, 10101 Southwest Barbur Boulevard Suite 200, Portland, OR 97219, USA
| | - Zahra Kashi
- Kashi Clinical Laboratories, 10101 Southwest Barbur Boulevard Suite 200, Portland, OR 97219, USA.
| | - Phillip Halloran
- Division of Nephrology and Transplant Immunology, Department of Medicine, University of Alberta, Alberta Transplant Applied Genomics Center, 250 Heritage Medical Research Centre, Edmonton, Alberta T6G 2S2, Canada; Transcriptome Sciences Inc, Edmonton, Alberta, Canada
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36
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Weber S, Dienemann T, Jacobi J, Eckardt KU, Weidemann A. Delayed graft function is associated with an increased rate of renal allograft rejection: A retrospective single center analysis. PLoS One 2018; 13:e0199445. [PMID: 29928026 PMCID: PMC6013231 DOI: 10.1371/journal.pone.0199445] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 06/07/2018] [Indexed: 01/28/2023] Open
Abstract
INTRODUCTION The association of delayed graft function (DGF) and biopsy proven acute rejection (BPAR) of renal allografts is controversial. Borderline rejections comprise a major portion of biopsy results but the significance of such histologic changes is debated. The present study explores the impact of DGF on BPAR with a special emphasis on discriminating the effects of borderline rejection. METHODS Single center analysis of 417 deceased donor kidney recipients (age>18; transplantation date 1/2008-2/2015). Patients with primary non-function were excluded. DGF was defined as the need for dialysis within the first week after transplantation. Acute rejection was defined according to Banff criteria. Cox proportional hazards models were used to examine the relationship of DGF with BPAR within the first year. RESULTS No graft loss was observed during the first year after transplantation. DGF significantly associated with BPAR in the first year, irrespective of whether borderline rejections were included (HR 1.71, 95%CI 1.16,2.53) or excluded (HR 1.79, 95%CI 1.13,2.84). CONCLUSION DGF is significantly associated with rejection-with or without borderline changes-within the first year.
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Affiliation(s)
- Susanne Weber
- Medizinische Klinik 4, Nephrologie und Hypertensiologie, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Thomas Dienemann
- Medizinische Klinik 4, Nephrologie und Hypertensiologie, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- * E-mail:
| | - Johannes Jacobi
- Medizinische Klinik 4, Nephrologie und Hypertensiologie, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Kai-Uwe Eckardt
- Medizinische Klinik, Nephrologie und Internistische Intensivmedizin, Charite, Berlin, Germany
| | - Alexander Weidemann
- Medizinische Klinik 4, Nephrologie und Hypertensiologie, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Medizinische Klinik 1, Nephrologie, Transplantation und internistische Intensivmedizin, Krankenhaus Köln Merheim, Klinikum der Universität Witten-Herdecke, Cologne, Germany
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37
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Joelsons G, Domenico T, Gonçalves L, Manfro R. Non-invasive messenger RNA transcriptional evaluation in human kidney allograft dysfunction. Braz J Med Biol Res 2018; 51:e6904. [PMID: 29791589 PMCID: PMC5972022 DOI: 10.1590/1414-431x20186904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 03/19/2018] [Indexed: 11/21/2022] Open
Abstract
The aim of the present study was to evaluate messenger RNA expression in kidney allograft recipients. Forty-four kidney transplant recipients were evaluated up to three months after grafting. After transplantation, peripheral blood samples were drawn sequentially for real-time polymerase chain reaction analyses of perforin and TIM-3 genes. Biopsies were obtained to evaluate acute graft dysfunction and interpreted according to the Banff classification. Eight patients presented episodes of acute rejection. Recipients with rejection had significantly higher levels of TIM-3 mRNA transcripts compared to those without rejection (median gene expression 191.2 and 36.9 mRNA relative units, respectively; P<0.0001). Also, perforin gene expression was higher in patients with rejection (median gene expression 362.0 and 52.8 mRNA relative units; P<0.001). Receiver operating characteristic curves showed that the area under the curve (AUC) for the TIM-3 gene was 0.749 (95%CI: 0.670-0.827). Perforin gene mRNA expression provided an AUC of 0.699 (95%CI: 0.599 to 0.799). Overall accuracy of gene expression was 67.9% for the TIM-3 gene and 63.6% for the perforin gene. Combined accuracy was 76.8%. Negative predictive values were 95.3% for the TIM-3 gene, 95.5% for the perforin gene, and 95.4% in the combined analyses. Gene expression was significantly modulated by rejection treatment decreasing 64.1% (TIM-3) and 90.9% (perforin) compared to the median of pre-rejection samples. In conclusion, the longitudinal approach showed that gene profiling evaluation might be useful in ruling out the diagnosis of acute rejection and perhaps evaluating the efficacy of treatment.
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Affiliation(s)
- G. Joelsons
- Programa de Pós-Graduação em Medicina: Ciências Médicas,
Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre,
RS, Brasil
| | - T. Domenico
- Programa de Pós-Graduação em Medicina: Ciências Médicas,
Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre,
RS, Brasil
| | - L.F. Gonçalves
- Programa de Pós-Graduação em Medicina: Ciências Médicas,
Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre,
RS, Brasil
- Serviço de Nefrologia, Hospital de Clínicas de Porto Alegre,
Porto Alegre, RS, Brasil
| | - R.C. Manfro
- Programa de Pós-Graduação em Medicina: Ciências Médicas,
Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre,
RS, Brasil
- Serviço de Nefrologia, Hospital de Clínicas de Porto Alegre,
Porto Alegre, RS, Brasil
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Polyomavirus BK Nephropathy-Associated Transcriptomic Signatures: A Critical Reevaluation. Transplant Direct 2018; 4:e339. [PMID: 29464200 PMCID: PMC5811268 DOI: 10.1097/txd.0000000000000752] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 10/07/2017] [Indexed: 12/29/2022] Open
Abstract
Background Recent work using DNA microarrays has suggested that genes related to DNA replication, RNA polymerase assembly, and pathogen recognition receptors can serve as surrogate tissue biomarkers for polyomavirus BK nephropathy (BKPyVN). Methods We have examined this premise by looking for differential regulation of these genes using a different technology platform (RNA-seq) and an independent set 25 biopsies covering a wide spectrum of diagnoses. Results RNA-seq could discriminate T cell–mediated rejection from other common lesions seen in formalin fixed biopsy material. However, overlapping RNA-seq signatures were found among all disease processes investigated. Specifically, genes previously reported as being specific for the diagnosis of BKPyVN were found to be significantly upregulated in T cell–mediated rejection, inflamed areas of fibrosis/tubular atrophy, as well as acute tubular injury. Conclusions In conclusion, the search for virus specific molecular signatures is confounded by substantial overlap in pathogenetic mechanisms between BKPyVN and nonviral forms of allograft injury. Clinical heterogeneity, overlapping exposures, and different morphologic patterns and stage of disease are a source of substantial variability in “Omics” experiments. These variables should be better controlled in future biomarker studies on BKPyVN, T cell–mediated rejection, and other forms of allograft injury, before widespread implementation of these tests in the transplant clinic.
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Parkes MD, Halloran PF, Hidalgo LG. Mechanistic Sharing Between NK Cells in ABMR and Effector T Cells in TCMR. Am J Transplant 2018; 18:63-73. [PMID: 28654216 DOI: 10.1111/ajt.14410] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 06/02/2017] [Accepted: 06/20/2017] [Indexed: 01/25/2023]
Abstract
Human organ allograft rejection depends on effector lymphocytes: NK cells in antibody-mediated rejection (ABMR) and effector T cells in T cell-mediated rejection (TCMR). We hypothesized that NK cell CD16a stimulation and CD8 T cell TCR/CD3 stimulation represent highly similar effector systems, and should lead to shared molecular changes between ABMR and TCMR. We studied similarity between soluble proteins and the transcripts induced in CD16a stimulated NK cells and TCR/CD3-stimulated T cells in vitro. Of 30 soluble mediators tested, CD16a-activated NK cells and CD3/TCR activated T cells produced the same limited set of five mediators-CCL3, CCL4, CSF2, IFNG, and TNF-and failed to produce 25 others. Many transcripts increased in stimulated NK cells were also increased in CD3-stimulated CD8 T cells (FDR < 0.05), including IFNG, CSF2, CCL3, CCL4, and XCL1. We hypothesized that shared transcripts not produced by other cell types should be expressed both in ABMR and TCMR kidney transplant biopsies. CD160, XCL1, TNFRSF9, and IFNG were selective for TCR/CD3-activated T cells and CD16a-NK cells and all were strongly increased in ABMR and TCMR. The molecules such as CD160 and XCL1 shared between NK cells in ABMR and effector T cells in TCMR may hold insights into important rejection mechanisms.
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Affiliation(s)
- M D Parkes
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
| | - P F Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Division of Nephrology and Transplant Immunology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - L G Hidalgo
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada.,Department of Laboratory Medicine & Pathology, University of Alberta, Edmonton, AB, Canada
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Zachariah MS, Dwivedi AK, Yip CS, Chang SS, Gundroo A, Venuto RC, Tomaszewski J, Patel SK, Sharma R. Utility of Serial Protocol Biopsies Performed After 1 Year in Predicting Long-Term Kidney Allograft Function According to Histologic Phenotype. EXP CLIN TRANSPLANT 2017; 16:391-400. [PMID: 29206090 DOI: 10.6002/ect.2016.0323] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Prognostic implications of early protocol biopsies have been studied; however, the value of late protocol biopsy in predicting graft outcome has not been well defined. Here, we compared the effects of early and late protocol biopsy histologic findings in stable kidney allografts and aimed to understand the significance of "borderline" rejection on allograft function. MATERIALS AND METHODS We studied 261 biopsies from 159 renal transplant recipients who were on a steroid-free, calcineurin inhibitor and mycophenolate mofetil regimen and who received transplants between 2004 and 2012 with mean follow-up of 5 years. Early (between 3 and 9 mo) and subsequent late (between 12 and 24 mo) protocol biopsies were performed. Biopsies were classified as normal, interstitial fibrosis and/or tubular atrophy, subclinical acute rejection with interstitial fibrosis and/or tubular atrophy, and borderline rejection with interstitial fibrosis and/or tubular atrophy. A linear mixed-effects model was used to determine the effects of early and late protocol biopsies on estimated glomerular filtration rate changes, with baseline time for estimated glomerular filtration rate fixed at 12 months. RESULTS The adjusted model showed that estimated glomerular filtration rate at 3 months, donor age, delayed graft function, and early protocol biopsies were associated with baseline estimated glomerular filtration rate at 12 months. Estimated glomerular filtration rate changes over time were associated with findings of interstitial fibrosis and/or tubular atrophy at early biopsy and subclinical acute rejection and borderline rejection at late biopsy. At last follow-up, final estimated glomerular filtration rate was significantly associated with interstitial fibrosis and/or tubular atrophy at early biopsy and with subclinical acute rejection at late biopsy. CONCLUSIONS Although early protocol biopsy predicted baseline estimated glomerular filtration rate, late biopsy was important for predicting changes in function over time. In addition, a diagnosis of "borderline" rejection on protocol biopsies predicted long-term graft function.
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Affiliation(s)
- Mareena S Zachariah
- From Department of Internal Medicine, Division of Nephrology, SUNY at the University at Buffalo, Buffalo, NY, USA
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Dorr CR, Oetting WS, Jacobson PA, Israni AK. Genetics of acute rejection after kidney transplantation. Transpl Int 2017; 31:263-277. [PMID: 29030886 DOI: 10.1111/tri.13084] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 08/07/2017] [Accepted: 10/09/2017] [Indexed: 01/02/2023]
Abstract
Treatment of acute rejection (AR) following kidney transplantation has improved in recent years, but there are still limitations to successful outcomes. This review article covers literature in regard to recipient and donor genetics of AR kidney and secondarily of liver allografts. Many candidate gene and some genome-wide association studies (GWASs) have been conducted for AR in kidney transplantation. Genetic associations with AR in kidney and liver are mostly weak, and in most cases, the associations have not been reproducible. A limitation in the study of AR is the lack of sufficiently large populations that account for population stratification to study the AR phenotype which in this era occurs in <10% of transplants. Furthermore, the AR phenotype has been difficult to define and the definitions of classifications have evolved over time. Literature related to the pharmacogenomics of tacrolimus is robust and has been validated in many studies. Associations between gene expression and AR are emerging as markers of outcomes and AR classification. In the future, combinations of pretransplant genotype for AR risk prediction, genotype-based immune suppressant dosing, and pharmacogenomic markers to select AR maintenance or treatment and expression markers from biopsies may provide valuable clinical tools for guiding treatment.
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Affiliation(s)
- Casey R Dorr
- Department of Nephrology, Minneapolis Medical Research Foundation, Minneapolis, MN, USA.,Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - William S Oetting
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Pamala A Jacobson
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Ajay K Israni
- Department of Nephrology, Minneapolis Medical Research Foundation, Minneapolis, MN, USA.,Department of Medicine, University of Minnesota, Minneapolis, MN, USA.,Department of Medicine, Hennepin County Medical Center, Minneapolis, MN, USA
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Adam B, Smith R, Rosales I, Matsunami M, Afzali B, Oura T, Cosimi A, Kawai T, Colvin R, Mengel M. Chronic Antibody-Mediated Rejection in Nonhuman Primate Renal Allografts: Validation of Human Histological and Molecular Phenotypes. Am J Transplant 2017; 17:2841-2850. [PMID: 28444814 PMCID: PMC5658276 DOI: 10.1111/ajt.14327] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 03/19/2017] [Accepted: 04/19/2017] [Indexed: 01/25/2023]
Abstract
Molecular testing represents a promising adjunct for the diagnosis of antibody-mediated rejection (AMR). Here, we apply a novel gene expression platform in sequential formalin-fixed paraffin-embedded samples from nonhuman primate (NHP) renal transplants. We analyzed 34 previously described gene transcripts related to AMR in humans in 197 archival NHP samples, including 102 from recipients that developed chronic AMR, 80 from recipients without AMR, and 15 normal native nephrectomies. Three endothelial genes (VWF, DARC, and CAV1), derived from 10-fold cross-validation receiver operating characteristic curve analysis, demonstrated excellent discrimination between AMR and non-AMR samples (area under the curve = 0.92). This three-gene set correlated with classic features of AMR, including glomerulitis, capillaritis, glomerulopathy, C4d deposition, and DSAs (r = 0.39-0.63, p < 0.001). Principal component analysis confirmed the association between three-gene set expression and AMR and highlighted the ambiguity of v lesions and ptc lesions between AMR and T cell-mediated rejection (TCMR). Elevated three-gene set expression corresponded with the development of immunopathological evidence of rejection and often preceded it. Many recipients demonstrated mixed AMR and TCMR, suggesting that this represents the natural pattern of rejection. These data provide NHP animal model validation of recent updates to the Banff classification including the assessment of molecular markers for diagnosing AMR.
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Affiliation(s)
- B.A. Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - R.N. Smith
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - I.A. Rosales
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - M. Matsunami
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - B. Afzali
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - T. Oura
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - A.B. Cosimi
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - T. Kawai
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - R.B. Colvin
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - M. Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
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Désy O, Béland S, Vallin P, Riopel J, Latulippe E, Najafian N, Chandraker A, Agharazii M, Batal I, De Serres SA. IL-6 production by monocytes is associated with graft function decline in patients with borderline changes suspicious for acute T-cell-mediated rejection: a pilot study. Transpl Int 2017; 31:92-101. [DOI: 10.1111/tri.13070] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 07/28/2017] [Accepted: 09/06/2017] [Indexed: 01/14/2023]
Affiliation(s)
- Olivier Désy
- Transplantation Unit; Renal Division; Department of Medicine; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Stéphanie Béland
- Transplantation Unit; Renal Division; Department of Medicine; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Patrice Vallin
- Transplantation Unit; Renal Division; Department of Medicine; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Julie Riopel
- Department of Pathology; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Eva Latulippe
- Department of Pathology; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Nader Najafian
- Renal Division; Schuster Family Transplantation Research Center; Brigham and Women's Hospital, Boston Children's Hospital, and Harvard Medical School; Boston MA USA
| | - Anil Chandraker
- Renal Division; Schuster Family Transplantation Research Center; Brigham and Women's Hospital, Boston Children's Hospital, and Harvard Medical School; Boston MA USA
| | - Mohsen Agharazii
- Transplantation Unit; Renal Division; Department of Medicine; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
| | - Ibrahim Batal
- Department of Pathology; Brigham and Women's Hospital and Harvard Medical School; Boston MA USA
| | - Sacha A. De Serres
- Transplantation Unit; Renal Division; Department of Medicine; University Health Center of Quebec; Faculty of Medicine; Laval University; Quebec QC Canada
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44
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The Use of Genomics and Pathway Analysis in Our Understanding and Prediction of Clinical Renal Transplant Injury. Transplantation 2017; 100:1405-14. [PMID: 26447506 DOI: 10.1097/tp.0000000000000943] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The development and application of high-throughput molecular profiling have transformed the study of human diseases. The problem of handling large, complex data sets has been facilitated by advances in complex computational analysis. In this review, the recent literature regarding the application of transcriptional genomic information to renal transplantation, with specific reference to acute rejection, acute kidney injury in allografts, chronic allograft injury, and tolerance is discussed, as is the current published data regarding other "omics" strategies-proteomics, metabolomics, and the microRNA transcriptome. These data have shed new light on our understanding of the pathogenesis of specific disease conditions after renal transplantation, but their utility as a biomarker of disease has been hampered by study design and sample size. This review aims to highlight the opportunities and obstacles that exist with genomics and other related technologies to better understand and predict renal allograft outcome.
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45
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Rejection of the Renal Allograft in the Absence of Demonstrable Antibody and Complement. Transplantation 2017; 101:395-401. [PMID: 26901079 DOI: 10.1097/tp.0000000000001118] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Recent literature has stressed the prominent role of antibodies in graft loss. This study was designed to assess a growing perception that T cell-mediated rejection (TCMR) is no longer clinically relevant. METHODS Five hundred forty-five renal allograft recipients over a 3-year period were screened for biopsies with: (a) TCMR including borderline change (BL), (b) negative complement protein C4 degradation fragment, and (c) absence of donor-specific antibody at time of transplant, within 30 days of the biopsy, and up to 4 measurements at later time points. RESULTS These stringent requirements identified 28 "pure" cases of late TCMR/BL. Low-grade glomerulitis, peritubular capillaritis, or chronic transplant glomerulopathy were found in 9/28 (32%) biopsies. Serum creatinine showed complete short-term remission in 7/10 (70%) BL and 9/18 (50%) TCMR patients 1 month postbiopsy. Yet, both treated and untreated patients demonstrated further decline in graft function as assessed by serum creatinine and estimated glomerular filtration rate. CONCLUSIONS Late TCMR seen in 7.9% of biopsies can contribute to significant deterioration of graft function in patients in whom the dominant contribution of antibody-mediated injury has been reasonably excluded. Our data also reinforce existing literature showing that microvascular lesions do not have absolute specificity for a diagnosis of antibody-mediated rejection.
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Mubarak M, Shakeel S, Abbas K, Aziz T, Zafar MN, Naqvi SA, Rizvi SAH. Borderline Changes on Dysfunctional Renal Allograft Biopsies: Clinical Relevance in a Living Related Renal Transplant Setting. EXP CLIN TRANSPLANT 2017; 15:24-27. [PMID: 28260426 DOI: 10.6002/ect.mesot2016.o7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Our aim was to determine the clinical significance of borderline lymphocytic infiltrates on indicated renal allograft biopsies in a living related renal transplant setting. MATERIALS AND METHODS The study was conducted at the histopathology department of Sindh Institute of Urology and Transplantation. A retrospective review of 421 renal transplant patients was conducted from October 2007 to September 2008 to identify patients in whom a histologic diagnosis of borderline changes was made on dysfunctional renal allograft biopsies. Demographic, clinical, and laboratory data; biopsy findings; treatments given; and responses to treatment were collected and analyzed. Standard biopsy indications determined the need for graft biopsies. Biopsies were reported according to Banff criteria. RESULTS Mean age was 26.92 ± 9.14 years (range, 10-45) for recipients and 38.46 ± 9.16 years (range, 19-50) for donors. Males were predominant among recipients (84.6% vs 15.4%), and females were predominant among donors (57.7% vs 42.3%). The best serum creatinine levels were 1.79 ± 1.15 mg/dL (range, 0.83-6.12). These were achieved after a median of 3 days (interquartile range, 2-7.25). Dysfunctional biopsies exhibiting borderline infiltrates were performed at a median duration of 5.5 days (interquartile range, 3-14.25). Mean serum creatinine at the time of biopsy was 2.34 ± 1.43 mg/dL (range, 1.25-8.25). The biopsies showed borderline cellular infiltrates (interstitial inflammation 1 [i1] and tubulitis 1 and [t1] lesions). All recipients except one received antirejection treatment (antithymocyte globulin, n = 5; escalation of mycophenolate mofetil dosage, n = 1; pulse steroids, n = 19); all recipients responded with a decline in serum creatinine toward baseline, with a mean serum creatinine of 1.31 ± 0.42 mg/dL (range, 0.40-2.71). This response was achieved at a median duration of 9.73 ± 5.32 days (range, 1-23) after starting treatment. CONCLUSIONS The borderline cellular infiltrates on dysfunctional renal allograft biopsies signify evolving phases of acute cellular rejection. These infiltrates responded favorably to antirejection treatment in our setting.
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Affiliation(s)
- Muhammed Mubarak
- Department of Histopathology, Sindh Institute of Urology and Transplantation, Karachi, Pakistan
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Kauke T, Oberhauser C, Lin V, Coenen M, Fischereder M, Dick A, Schoenermarck U, Guba M, Andrassy J, Werner J, Meiser B, Angele M, Stangl M, Habicht A. De novo donor-specific anti-HLA antibodies after kidney transplantation are associated with impaired graft outcome independently of their C1q-binding ability. Transpl Int 2017; 30:360-370. [PMID: 27862352 DOI: 10.1111/tri.12887] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 07/28/2016] [Accepted: 11/09/2016] [Indexed: 12/16/2022]
Abstract
Many aspects of post-transplant monitoring of donor-specific (DSA) and non-donor-specific (nDSA) anti-HLA antibodies on renal allograft survival are still unclear. Differentiating them by their ability to bind C1q may offer a better risk assessment. We retrospectively investigated the clinical relevance of de novo C1q-binding anti-HLA antibodies on graft outcome in 611 renal transplant recipients. Acute rejection (AR), renal function, and graft survival were assessed within a mean follow-up of 6.66 years. Post-transplant 6.5% patients developed de novo DSA and 11.5% de novo nDSA. DSA (60.0%; P < 0.0001) but not nDSA (34.1%, P = 0.4788) increased rate of AR as compared with controls (27.4%). C1q-binding anti-HLA antibodies did not alter rate of AR in both groups. Renal function was only significantly diminished in patients with DSAC1q+ . However, DSA significantly impaired 5-year graft survival (65.2%; P < 0.0001) in comparison with nDSA (86.7%; P = 0.0054) and controls (90.7%). While graft survival did not differ between DSAC1q- and DSAC1q+ recipients, 5-year allograft survival was reduced in nDSAC1q+ (80.9%) versus nDSAC1q- (90.7%, P = 0.0251). De novo DSA independently of their ability to bind C1q are associated with diminished graft survival.
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Affiliation(s)
- Teresa Kauke
- Laboratory of Immunogenetics, University Hospital Munich, Munich, Germany.,Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Cornelia Oberhauser
- Department of Medical Informatics, Biometry and Epidemiology - IBE, Chair for Public Health and Health Services Research, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Viviane Lin
- Laboratory of Immunogenetics, University Hospital Munich, Munich, Germany.,Transplant Center, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Michaela Coenen
- Department of Medical Informatics, Biometry and Epidemiology - IBE, Chair for Public Health and Health Services Research, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Michael Fischereder
- Renal Division, Department of Internal Medicine IV, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Andrea Dick
- Laboratory of Immunogenetics, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Ulf Schoenermarck
- Renal Division, Department of Internal Medicine IV, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Markus Guba
- Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Joachim Andrassy
- Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Jens Werner
- Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Bruno Meiser
- Transplant Center, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Martin Angele
- Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Manfred Stangl
- Clinic of General, Visceral, Transplantation, Vascular and Thoracic Surgery, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Antje Habicht
- Transplant Center, University Hospital Munich, Munich, Germany.,Ludwig-Maximilians-University (LMU), Munich, Germany
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48
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Acute Rejection Phenotypes in the Current Era of Immunosuppression: A Single-Center Analysis. Transplant Direct 2017; 3:e136. [PMID: 28361120 PMCID: PMC5367753 DOI: 10.1097/txd.0000000000000650] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Accepted: 01/01/2017] [Indexed: 11/26/2022] Open
Abstract
Background Besides ‘definitive rejection’, the Banff classification includes categories for ‘suspicious for rejection’ phenotypes. The aim of this study was to determine the frequency and phenotypes of rejection episodes in 316 consecutive renal transplants from 2009 to 2014 grouped into patients without/with pretransplant HLA-DSA (ptDSAneg, n = 251; ptDSApos, n = 65). Methods All adequate indication (n = 125) and surveillance biopsies (n = 538) performed within the first year posttransplant were classified according to the current Banff criteria. Results ‘Suspicious for rejection’ phenotypes were 3 times more common than ‘definitive rejection’ phenotypes in biopsies from ptDSAneg patients (35% vs 11%) and equally common in biopsies from ptDSApos patients (25% vs 27%). In both groups, ‘suspicious for rejection’ phenotypes were more frequent in surveillance than in indication biopsies (28% vs 16% in ptDSAneg patients, and 37% vs 29% in ptDSApos patients). ‘Borderline changes: ‘Suspicious' for acute T-cell mediated rejection’ (91%) were the dominant ‘suspicious for rejection’ phenotype in ptDSAneg patients, whereas ‘borderline changes’ (58%) and ‘suspicious for acute/active antibody-mediated rejection’ (42%) were equally frequent in biopsies from ptDSApos patients. Inclusion of ‘suspicious for rejection’ phenotypes increased the 1-year incidence of clinical (ptDSAneg patients: 18% vs 8%, P = 0.0005; ptDSApos patients: 24% vs 18%, P = 0.31) and (sub)clinical rejection (ptDSAneg patients: 59% vs 22%, P < 0.0001; ptDSApos patients: 68% vs 40%, P = 0.004). Conclusions ‘Suspicious for rejection’ phenotypes are very common in the current era and outnumber the frequency of ‘definitive rejection’ within the first year posttransplant.
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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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50
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Abstract
As both T cell and antibody-mediated rejection can have a subclinical phase, protocol biopsies provide an early opportunity to intervene before the onset of clinical allograft dysfunction. Protocol biopsies are usually done after reperfusion to establish baseline, between 3 and 6 months to identify subclinical rejection, and at 6-12 months to assess chronicity and persistent inflammation that have prognostic implication. Treatment of both subclinical T cell and antibody-mediated rejection prevents progression of rejection and development of interstitial fibrosis/tubular atrophy or transplant glomerulopathy. Although subclinical rejection has become less frequent in low-risk patients on triple immunosuppression containing tacrolimus, protocol biopsies may still be useful in selected population. Protocol biopsies are more likely to benefit patients at higher risk for rejection, including those who are highly sensitized, transplanted across donor-specific antibody barriers, or on calcineurin inhibitor/corticosteroids sparing regimens. Interstitial fibrosis on protocol biopsies, especially in conjunction with persistent inflammation, predicts lower allograft survival.
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