1
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Romero E, Tabak E, Fishbein G, Litovsky S, Tallaj J, Liem D, Bakir M, Khachatoorian Y, Piening B, Keating B, Deng M, Cadeiras M. Unsupervised mRNA-seq classification of heart transplant endomyocardial biopsies. Clin Transplant 2023; 37:e15011. [PMID: 37151104 PMCID: PMC10524567 DOI: 10.1111/ctr.15011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 04/10/2023] [Accepted: 04/28/2023] [Indexed: 05/09/2023]
Abstract
BACKGROUND Endomyocardial biopsy (EMB) is currently considered the gold standard for diagnosing cardiac allograft rejection. However, significant limitations related to histological interpretation variability are well-recognized. We sought to develop a methodology to evaluate EMB solely based on gene expression, without relying on histology interpretation. METHODS Sixty-four EMBs were obtained from 47 post-heart transplant recipients, who were evaluated for allograft rejection. EMBs were subjected to mRNA sequencing, in which an unsupervised classification algorithm was used to identify the molecular signatures that best classified the EMBs. Cytokine and natriuretic peptide peripheral blood profiling was also performed. Subsequently, we performed gene network analysis to identify the gene modules and gene ontology to understand their biological relevance. We correlated our findings with the unsupervised and histological classifications. RESULTS Our algorithm classifies EMBs into three categories based solely on clusters of gene expression: unsupervised classes 1, 2, and 3. Unsupervised and histological classifications were closely related, with stronger gene module-phenotype correlations for the unsupervised classes. Gene ontology enrichment analysis revealed processes impacting on the regulation of cardiac and mitochondrial function, immune response, and tissue injury response. Significant levels of cytokines and natriuretic peptides were detected following the unsupervised classification. CONCLUSION We have developed an unsupervised algorithm that classifies EMBs into three distinct categories, without relying on histology interpretation. These categories were highly correlated with mitochondrial, immune, and tissue injury response. Significant cytokine and natriuretic peptide levels were detected within the unsupervised classification. If further validated, the unsupervised classification could offer a more objective EMB evaluation.
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Affiliation(s)
- Erick Romero
- Division of Cardiovascular Medicine, UC Davis Medical Center, Sacramento, CA
| | - Esteban Tabak
- Courant Institute of Mathematical Sciences, New York University, New York, NY
| | - Gregory Fishbein
- David Geffen School of Medicine, UCLA Medical Center, Los Angeles, CA
| | - Silvio Litovsky
- UAB School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Jose Tallaj
- UAB School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - David Liem
- Division of Cardiovascular Medicine, UC Davis Medical Center, Sacramento, CA
| | - Maral Bakir
- David Geffen School of Medicine, UCLA Medical Center, Los Angeles, CA
| | | | - Brian Piening
- Earle A. Chiles Research Institute, Providence, Portland, Oregon
| | - Brendan Keating
- Department of Surgery, University of Pennsylvania, Perelman School of Medicine, PA
| | - Mario Deng
- David Geffen School of Medicine, UCLA Medical Center, Los Angeles, CA
| | - Martin Cadeiras
- Division of Cardiovascular Medicine, UC Davis Medical Center, Sacramento, CA
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2
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Iwańczyk S, Woźniak P, Smukowska-Gorynia A, Araszkiewicz A, Nowak A, Jankowski M, Konwerska A, Urbanowicz T, Lesiak M. Microcirculatory Disease in Patients after Heart Transplantation. J Clin Med 2023; 12:jcm12113838. [PMID: 37298033 DOI: 10.3390/jcm12113838] [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: 05/09/2023] [Revised: 05/25/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023] Open
Abstract
Although the treatment and prognosis of patients after heart transplantation have significantly improved, late graft dysfunction remains a critical problem. Two main subtypes of late graft dysfunction are currently described: acute allograft rejection and cardiac allograft vasculopathy, and microvascular dysfunction appears to be the first stage of both. Studies revealed that coronary microcirculation dysfunction, assessed by invasive methods in the early post-transplant period, correlates with a higher risk of late graft dysfunction and death during long-term follow-up. The index of microcirculatory resistance, measured early after heart transplantation, might identify the patients at higher risk of acute cellular rejection and major adverse cardiovascular events. It may also allow optimization and enhancement of post-transplantation management. Moreover, cardiac allograft vasculopathy is an independent prognostic factor for transplant rejection and survival rate. The studies showed that the index of microcirculatory resistance correlates with anatomic changes and reflects the deteriorating physiology of the epicardial arteries. In conclusion, invasive assessment of the coronary microcirculation, including the measurement of the microcirculatory resistance index, is a promising approach to predict graft dysfunction, especially the acute allograft rejection subtype, during the first year after heart transplantation. However, further advanced studies are needed to fully grasp the importance of microcirculatory dysfunction in patients after heart transplantation.
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Affiliation(s)
- Sylwia Iwańczyk
- 1st Department of Cardiology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Patrycja Woźniak
- 1st Department of Cardiology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Anna Smukowska-Gorynia
- 1st Department of Cardiology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | | | - Alicja Nowak
- 1st Department of Cardiology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Maurycy Jankowski
- Department of Computer Science and Statistics, Poznan University of Medical Sciences, 60-701 Poznań, Poland
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Aneta Konwerska
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Tomasz Urbanowicz
- Cardiac Surgery and Transplantology Department, Poznan University of Medical Sciences, 60-701 Poznań, Poland
| | - Maciej Lesiak
- 1st Department of Cardiology, Poznan University of Medical Sciences, 60-701 Poznań, Poland
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3
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Kikić Ž, Adam BA, Porras AB, Lefaucheur C, Loupy A, Regele H, Cejka D, Haas M, Colvin RB, Mengel M. Quantitative scoring of progression in transplant glomerulopathy using digital pathology may be superior to Banff cg scoring. Kidney Int 2023; 103:365-377. [PMID: 36436680 DOI: 10.1016/j.kint.2022.10.024] [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: 04/22/2022] [Revised: 08/31/2022] [Accepted: 10/31/2022] [Indexed: 11/27/2022]
Abstract
Antibody-mediated rejection (ABMR) is a major cause of kidney allograft failure. Biopsy-based surrogate endpoints reflecting ABMR progression on sequential biopsies that predict long-term outcome offer the potential to make treatment trials for ABMR feasible. However, the Banff transplant glomerulopathy (TG) scoring system (chronic glomerular injury score [cg]) relies on relatively crude and arbitrary ordinal grades and has low inter-observer concordance that currently limits its usefulness as a surrogate endpoint for ABMR progression in clinical drug trials. Here, we describe and validate a novel quantitative method for quantifying progression of TG in ABMR. Using digital pathology in sequential biopsies from 75 patients at various stages of ABMR, we scored all capillaries in the most affected glomeruli for basement membrane duplication that were correlated with allograft function, outcome, Banff lesion scores, and gene expression. Our digital scoring reflected TG progression better than the categorical Banff cg score and correlated with Banff ABMR and chronicity lesions, but not transcript changes. In multivariate analysis, the delta change between biopsies with serum creatinine and mean percent duplicated glomerular basement membranes was significantly associated with graft loss. Neither the delta in any Banff lesion scores (including cg) nor in gene expression was associated with outcome. Receiver operating characteristic curve analysis showed that the digital pathology approach was superior to the conventional score for predicting graft failure. Thus, our digital pathology-based approach for scoring TG accurately assessed progression in TG. However, further validation as a potential surrogate endpoint in clinical trials for the treatment of ABMR is warranted.
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Affiliation(s)
- Željko Kikić
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University Vienna, Vienna, Austria; Department of Urology, Medical University Vienna, Vienna, Austria
| | - Benjamin A Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Anna Buxeda Porras
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | | | | | - Heinz Regele
- Institute of Clinical Pathology, Medical University Vienna, Vienna, Austria
| | - Daniel Cejka
- Division of Nephrology and Dialysis, Ordensklinikum Linz-Elisabethinen, Linz, Austria
| | - Mark Haas
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Robert B Colvin
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada.
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4
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Rationale and Protocol of the Multimodality Evaluation of Antibody-Mediated Injury in Heart Transplantation (LEONE-HT) Observational Cross-Sectional Study. Methods Protoc 2022; 5:mps5050075. [PMID: 36287047 PMCID: PMC9608829 DOI: 10.3390/mps5050075] [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] [Received: 07/31/2022] [Revised: 09/15/2022] [Accepted: 09/21/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction: Heart transplant (HT) survival has barely improved in the last decades, which is unsatisfactory for many HT recipients. The development of anti-human leukocyte antigen (anti-HLA) antibodies in HT patients is associated with a cardiac allograft dysfunction. The mechanisms leading to this damage are unclear. The Multimodality Evaluation Of Antibody-Mediated Injury In Heart Transplantation (LEONE-HT) study aimed to thoroughly describe the damage inflicted on the myocardium by anti-HLA antibodies. Methods and analysis: The LEONE-HT study is a cohort study with a cross-sectional approach in which HT patients with positive anti-HLA antibodies are compared with coetaneous HT patients with negative anti-HLA antibodies. All patients will undergo a state-of-the-art multimodal assessment, including imaging techniques, coronary anatomy and physiology evaluations and histological and immunological analyses. The individual and combined primary outcomes of structural graft injuries and longitudinal secondary outcomes are to be compared between the exposed and non-exposed groups with univariate and multivariable descriptive analyses. Ethics and dissemination: The LEONE-HT study is carried out in accordance with the principles set out in the Declaration of Helsinki and the International Conference on Harmonization guidelines for good clinical practice and following national laws and regulations. The study design, objectives and participant centers have been communicated to clinicaltrials.gov (NCT05184426). The LEONE-HT study counts on the support of patient associations to disseminate the objectives and results of the research. This study was funded by the Spanish Ministry of Science and Innovation and the Spanish Society of Cardiology.
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5
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A Review of Biomarkers of Cardiac Allograft Rejection: Toward an Integrated Diagnosis of Rejection. Biomolecules 2022; 12:biom12081135. [PMID: 36009029 PMCID: PMC9405997 DOI: 10.3390/biom12081135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/10/2022] [Accepted: 08/11/2022] [Indexed: 12/22/2022] Open
Abstract
Despite major advances in immunosuppression, allograft rejection remains an important complication after heart transplantation, and it is associated with increased morbidity and mortality. The gold standard invasive strategy to monitor and diagnose cardiac allograft rejection, based on the pathologic evaluation of endomyocardial biopsies, suffers from many limitations including the low prevalence of rejection, sample bias, high inter-observer variability, and international working formulations based on arbitrary cut-offs that simplify the landscape of rejection. The development of innovative diagnostic and prognostic strategies—integrating conventional histology, molecular profiling of allograft biopsy, and the discovery of new tissue or circulating biomarkers—is one of the major challenges of translational medicine in solid organ transplantation, and particularly in heart transplantation. Major advances in the field of biomarkers of rejection have paved the way for a paradigm shift in the monitoring and diagnosis of cardiac allograft rejection. We review the recent developments in the field, including non-invasive biomarkers to minimize the number of protocol endomyocardial biopsies and tissue biomarkers as companion tools of pathology to refine the diagnosis of cardiac rejection. Finally, we discuss the potential role of these biomarkers to provide an integrated bio-histomolecular diagnosis of cardiac allograft rejection.
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6
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Sazpinar O, Gaspert A, Sidler D, Rechsteiner M, Mueller TF. Histologic and Molecular Patterns in Responders and Non-responders With Chronic-Active Antibody-Mediated Rejection in Kidney Transplants. Front Med (Lausanne) 2022; 9:820085. [PMID: 35573002 PMCID: PMC9099145 DOI: 10.3389/fmed.2022.820085] [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] [Received: 11/22/2021] [Accepted: 04/05/2022] [Indexed: 11/13/2022] Open
Abstract
IntroductionThere is no proven therapy for chronic-active antibody-mediated rejection (caABMR), the major cause of late kidney allograft failure. Histological and molecular patterns associated with possible therapy responsiveness are not known.MethodsBased on rigorous selection criteria this single center, retrospective study identified 16 out of 1027 consecutive kidney transplant biopsies taken between 2008 and 2016 with pure, unquestionable caABMR, without other pathologic features. The change in estimated GFR pre- and post-biopsy/treatment were utilized to differentiate subjects into responders and non-responders. Gene sets reflecting active immune processes of caABMR were defined a priori, including endothelial, inflammatory, cellular, interferon gamma (IFNg) and calcineurin inhibitor (CNI) related-genes based on the literature. Transcript measurements were performed in RNA extracted from stored, formalin-fixed, paraffin-embedded (FFPE) samples using NanoString™ technology. Histology and gene expression patterns of responders and non-responders were compared.ResultsA reductionist approach applying very tight criteria to identify caABMR and treatment response excluded the vast majority of clinical ABMR cases. Only 16 out of 139 cases with a written diagnosis of chronic rejection fulfilled the caABMR criteria. Histological associations with therapy response included a lower peritubular capillaritis score (p = 0.028) along with less glomerulitis. In contrast, no single gene discriminated responders from non-responders. Activated genes associated with NK cells and endothelial cells suggested lack of treatment response.ConclusionIn caABMR active microvascular injury, in particular peritubular capillaritis, differentiates treatment responders from non-responders. Transcriptome changes in NK cell and endothelial cell associated genes may further help to identify treatment response. Future prospective studies will be needed which include more subjects, who receive standardized treatment protocols to identify biomarkers for treatment response.Clinical Trial Registration[ClinicalTrials.gov], identifier [NCT03430414].
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Affiliation(s)
- Onur Sazpinar
- Clinic of Nephrology, Department of Medicine, University Hospital Zürich, Zurich, Switzerland
| | - Ariana Gaspert
- Department of Pathology and Molecular Pathology, University Hospital Zürich, Zurich, Switzerland
| | - Daniel Sidler
- Department of Nephrology and Hypertension, University Hospital Bern, Bern, Switzerland
| | - Markus Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital Zürich, Zurich, Switzerland
| | - Thomas F. Mueller
- Clinic of Nephrology, Department of Medicine, University Hospital Zürich, Zurich, Switzerland
- *Correspondence: Thomas F. Mueller,
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7
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Abstract
Despite the overall success of heart transplantation as a definitive treatment for endstage heart failure, cardiac allograft rejection remains an important cause of morbidity and mortality. Endomyocardial biopsy has been the standard of care for rejection monitoring, but is associated with several diagnostic limitations and serious procedural complications. The use of molecular diagnostics has emerged over the past decade as a tool to potentially circumvent some of these limitations. We present an update on novel molecular approaches to detecting transplant rejection, focusing on 4 categories: microarray technology, gene expression profiling, cell-free DNA and microRNA.
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Affiliation(s)
- Lillian Benck
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute
| | - Takuma Sato
- Department of Cardiovascular Medicine, Hokkaido University Graduate School of Medicine
| | - Jon Kobashigawa
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute
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8
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Novel biomarkers useful in surveillance of graft rejection after heart transplantation. Transpl Immunol 2021; 67:101406. [PMID: 33975013 DOI: 10.1016/j.trim.2021.101406] [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: 04/09/2021] [Accepted: 05/06/2021] [Indexed: 01/06/2023]
Abstract
Heart transplantation (HTx) is considered the gold-standard therapy for the treatment of advanced heart failure (HF). The long-term survival in HTx is hindered by graft failure which represents one of the major limitations of the long-term efficacy of HTx. Endomyocardial biopsy (EMB) and the evaluation of donor-specific antibodies (DSA) are currently considered the essential diagnostic tools for surveillance of graft rejection. Recently, new molecular biomarkers (including cell-free DeoxyriboNucleic Acid, exosomes, gene profiling microarray, nanostring, reverse transcriptase multiplex ligation-dependent probe amplification, proteomics and immune profiling by quantitative multiplex immunofluorescence) provide useful information on mechanisms of graft rejection. The ambitious role of a similar change of perspective is aimed at a better and longer graft preservation.
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9
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Giarraputo A, Barison I, Fedrigo M, Burrello J, Castellani C, Tona F, Bottio T, Gerosa G, Barile L, Angelini A. A Changing Paradigm in Heart Transplantation: An Integrative Approach for Invasive and Non-Invasive Allograft Rejection Monitoring. Biomolecules 2021; 11:biom11020201. [PMID: 33535640 PMCID: PMC7912846 DOI: 10.3390/biom11020201] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/23/2021] [Accepted: 01/27/2021] [Indexed: 02/06/2023] Open
Abstract
Cardiac allograft rejection following heart transplantation is challenging to diagnose. Tissue biopsies are the gold standard in monitoring the different types of rejection. The last decade has seen an increased emphasis on identifying non-invasive methods to improve rejection diagnosis and overcome tissue biopsy invasiveness. Liquid biopsy, as an efficient non-invasive diagnostic and prognostic oncological monitoring tool, seems to be applicable in heart transplant follow-ups. Moreover, molecular techniques applied on blood can be translated to tissue samples to provide novel perspectives on tissue and reveal new diagnostic and prognostic biomarkers. This review aims to provide a comprehensive overview of the state-of-the-art of the new methodologies in cardiac allograft rejection monitoring and investigate the future perspectives on invasive and non-invasive rejection biomarkers identification. We reviewed literature from the most used scientific databases, such as PubMed, Google Scholar, and Scopus. We extracted 192 papers and, after a selection and exclusion process, we included in the review 81 papers. The described limitations notwithstanding, this review show how molecular biology techniques and omics science could be deployed complementarily to the histopathological rejection diagnosis on tissue biopsies, thus representing an integrated approach for heart transplant patients monitoring.
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Affiliation(s)
- Alessia Giarraputo
- Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (A.G.); (I.B.); (M.F.); (C.C.)
| | - Ilaria Barison
- Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (A.G.); (I.B.); (M.F.); (C.C.)
| | - Marny Fedrigo
- Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (A.G.); (I.B.); (M.F.); (C.C.)
| | - Jacopo Burrello
- Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, 6900 Lugano, Switzerland; (J.B.); (L.B.)
| | - Chiara Castellani
- Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (A.G.); (I.B.); (M.F.); (C.C.)
| | - Francesco Tona
- Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (F.T.); (T.B.); (G.G.)
| | - Tomaso Bottio
- Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (F.T.); (T.B.); (G.G.)
| | - Gino Gerosa
- Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (F.T.); (T.B.); (G.G.)
| | - Lucio Barile
- Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, 6900 Lugano, Switzerland; (J.B.); (L.B.)
- Faculty of Biomedical Sciences, Università Svizzera Italiana, 6900 Lugano, Switzerland
- Institute of Life Sciences, Scuola Superiore Sant’Anna, 56127 Pisa, Italy
| | - Annalisa Angelini
- Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, 35128 Padua, Italy; (A.G.); (I.B.); (M.F.); (C.C.)
- Correspondence: ; Tel.: +39-049-821-1699
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10
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[Pathology of heart transplantation: Where are we now?]. Ann Pathol 2021; 41:38-49. [PMID: 33413972 DOI: 10.1016/j.annpat.2020.12.001] [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: 11/07/2020] [Revised: 12/03/2020] [Accepted: 12/04/2020] [Indexed: 11/23/2022]
Abstract
Pathology is still the gold standard for the diagnosis of rejection in heart transplantation. During the last decade, molecular pathology has emerged as a powerful tool for the understanding of the processes implicated in allograft rejection. Transcriptomic analysis of the allograft may also help the pathologist for diagnosis and accurate classification of rejection. This review will describe the recent advances and perspectives of molecular pathology in the field of heart transplantation.
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11
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Duong Van Huyen JP, Fedrigo M, Fishbein GA, Leone O, Neil D, Marboe C, Peyster E, von der Thüsen J, Loupy A, Mengel M, Revelo MP, Adam B, Bruneval P, Angelini A, Miller DV, Berry GJ. The XVth Banff Conference on Allograft Pathology the Banff Workshop Heart Report: Improving the diagnostic yield from endomyocardial biopsies and Quilty effect revisited. Am J Transplant 2020; 20:3308-3318. [PMID: 32476272 DOI: 10.1111/ajt.16083] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/14/2020] [Accepted: 05/15/2020] [Indexed: 01/25/2023]
Abstract
The XVth Banff Conference on Allograft Pathology meeting was held on September 23-27, 2019, in Pittsburgh, Pennsylvania, USA. During this meeting, two main topics in cardiac transplant pathology were addressed: (a) Improvement of endomyocardial biopsy (EMB) accuracy for the diagnosis of rejection and other significant injury patterns, and (b) the orphaned lesion known as Quilty effect or nodular endocardial infiltrates. Molecular technologies have evolved in recent years, deciphering pathophysiology of cardiac rejection. Diagnostically, it is time to integrate the histopathology of EMBs and molecular data. The goal is to incorporate molecular pathology, performed on the same paraffin block as a companion test for histopathology, to yield more accurate and objective EMB interpretation. Application of digital image analysis from hematoxylin and eosin (H&E) stain to multiplex labeling is another means of extracting additional information from EMBs. New concepts have emerged exploring the multifaceted significance of myocardial injury, minimal rejection patterns supported by molecular profiles, and lesions of arteriolitis/vasculitis in the setting of T cell-mediated rejection (TCMR) and antibody-mediated rejection (AMR). The orphaned lesion known as Quilty effect or nodular endocardial infiltrates. A state-of-the-art session with historical aspects and current dilemmas was reviewed, and possible pathogenesis proposed, based on advances in immunology to explain conflicting data. The Quilty effect will be the subject of a multicenter project to explore whether it functions as a tertiary lymphoid organ.
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Affiliation(s)
- Jean-Paul Duong Van Huyen
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France.,Department of Pathology, Necker Hospital, Paris, France
| | - Marny Fedrigo
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Gregory A Fishbein
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Ornella Leone
- Sant'Orsola-Malpighi University Hospital, Bologna, Italy
| | - Desley Neil
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham and Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Charles Marboe
- Department of Pathology and Cell Biology, Columbia University, New York, New York, USA
| | - Eliot Peyster
- Cardiovascular Research Institute, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Alexandre Loupy
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France.,Department of Nephrology and Transplantation, Necker-Enfants Hospital, Paris, France
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Monica P Revelo
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA
| | - Benjamin Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Patrick Bruneval
- Paris Translational Research Center for Organ Transplantation, INSERM U970 and Université de Paris, Paris, France
| | - Annalisa Angelini
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | | | - Gerald J Berry
- Department of Pathology, Stanford University, Stanford, California, USA
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12
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Khachatoorian Y, Khachadourian V, Chang E, Sernas ER, Reed EF, Deng M, Piening BD, Pereira AC, Keating B, Cadeiras M. Noninvasive biomarkers for prediction and diagnosis of heart transplantation rejection. Transplant Rev (Orlando) 2020; 35:100590. [PMID: 33401139 DOI: 10.1016/j.trre.2020.100590] [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: 07/19/2020] [Revised: 11/15/2020] [Accepted: 11/16/2020] [Indexed: 01/12/2023]
Abstract
For most patients with end-stage heart failure, heart transplantation is the treatment of choice. Allograft rejection is one of the major post-transplantation complications affecting graft outcome and survival. Recent advancements in science and technology offer an opportunity to integrate genomic and other omics-based biomarkers into clinical practice, facilitating noninvasive evaluation of allograft for diagnostic and prognostic purposes. Omics, including gene expression profiling (GEP) of blood immune cell components and donor-derived cell-free DNA (dd-cfDNA) are of special interest to researchers. Several studies have investigated levels of dd-cfDNA and miroRNAs in blood as potential markers for early detection of allograft rejection. One of the achievements in the field of transcriptomics is AlloMap, GEP of peripheral blood mononuclear cells (PBMC), which can identify 11 differentially expressed genes and help with detection of moderate and severe acute cellular rejection in stable heart transplant recipients. In recent years, the utilization of GEP of PBMC for identifying differentially expressed genes to diagnose acute antibody-mediated rejection and cardiac allograft vasculopathy has yielded promising results. Advancements in the field of metabolomics and proteomics as well as their potential implications have been further discussed in this paper.
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Affiliation(s)
- Yeraz Khachatoorian
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America.
| | - Vahe Khachadourian
- Turpanjian School of Public Health, American University of Armenia, Yerevan, Armenia
| | - Eleanor Chang
- Division of Cardiology, David Geffen School of Medicine, Los Angeles, CA, United States of America
| | - Erick R Sernas
- Division of Cardiovascular Medicine, University of California Davis, Davis, CA, United States of America
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Mario Deng
- Division of Cardiology, David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Brian D Piening
- Earle A Chiles Research Institute, Providence Health and Services, Portland, OR, United States of America
| | | | - Brendan Keating
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Martin Cadeiras
- Division of Cardiovascular Medicine, University of California Davis, Davis, CA, United States of America
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Mengel M, Loupy A, Haas M, Roufosse C, Naesens M, Akalin E, Clahsen‐van Groningen MC, Dagobert J, Demetris AJ, Duong van Huyen J, Gueguen J, Issa F, Robin B, Rosales I, Von der Thüsen JH, Sanchez‐Fueyo A, Smith RN, Wood K, Adam B, Colvin RB. Banff 2019 Meeting Report: Molecular diagnostics in solid organ transplantation-Consensus for the Banff Human Organ Transplant (B-HOT) gene panel and open source multicenter validation. Am J Transplant 2020; 20:2305-2317. [PMID: 32428337 PMCID: PMC7496585 DOI: 10.1111/ajt.16059] [Citation(s) in RCA: 108] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/19/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023]
Abstract
This meeting report from the XV Banff conference describes the creation of a multiorgan transplant gene panel by the Banff Molecular Diagnostics Working Group (MDWG). This Banff Human Organ Transplant (B-HOT) panel is the culmination of previous work by the MDWG to identify a broadly useful gene panel based on whole transcriptome technology. A data-driven process distilled a gene list from peer-reviewed comprehensive microarray studies that discovered and validated their use in kidney, liver, heart, and lung transplant biopsies. These were supplemented by genes that define relevant cellular pathways and cell types plus 12 reference genes used for normalization. The 770 gene B-HOT panel includes the most pertinent genes related to rejection, tolerance, viral infections, and innate and adaptive immune responses. This commercially available panel uses the NanoString platform, which can quantitate transcripts from formalin-fixed paraffin-embedded samples. The B-HOT panel will facilitate multicenter collaborative clinical research using archival samples and permit the development of an open source large database of standardized analyses, thereby expediting clinical validation studies. The MDWG believes that a pathogenesis and pathway based molecular approach will be valuable for investigators and promote therapeutic decision-making and clinical trials.
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Affiliation(s)
- Michael Mengel
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
| | - Alexandre Loupy
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Mark Haas
- Department of Pathology and Laboratory MedicineCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Candice Roufosse
- Department of Immunology and InflammationImperial College London and North West London PathologyLondonUK
| | - Maarten Naesens
- Department of Microbiology, Immunology and TransplantationKU LeuvenLeuvenBelgium,Department of NephrologyUniversity Hospitals LeuvenLeuvenBelgium
| | - Enver Akalin
- Montefiore‐Einstein Center for TransplantationMontefiore Medical CenterBronxNew YorkUSA
| | | | - Jessy Dagobert
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Anthony J. Demetris
- Department of PathologyUniversity of Pittsburgh Medical CenterMontefiore, PittsburghPennsylvaniaUSA
| | - Jean‐Paul Duong van Huyen
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Juliette Gueguen
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Fadi Issa
- Nuffield Department of Surgical SciencesUniversity of OxfordOxfordUK
| | - Blaise Robin
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity of ParisParisFrance
| | - Ivy Rosales
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | | | | | - Rex N. Smith
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Kathryn Wood
- Nuffield Department of Surgical SciencesUniversity of OxfordOxfordUK
| | - Benjamin Adam
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
| | - Robert B. Colvin
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
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14
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Roufosse C, Drachenberg C, Renaudin K, Willicombe M, Toulza F, Dominy K, McLean A, Simmonds N, de Kort H, Cantarovitch D, Scalea J, Mengel M, Adam B. Molecular assessment of antibody-mediated rejection in human pancreas allograft biopsies. Clin Transplant 2020; 34:e14065. [PMID: 32805760 DOI: 10.1111/ctr.14065] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 07/30/2020] [Accepted: 08/11/2020] [Indexed: 01/09/2023]
Abstract
Pancreas transplant longevity is limited by immune rejection, which is diagnosed by graft biopsy using the Banff Classification. The histological criteria for antibody-mediated rejection (AMR) are poorly reproducible and inconsistently associated with outcome. We hypothesized that a 34-gene set associated with antibody-mediated rejection in other solid organ transplants could improve diagnosis in pancreas grafts. The AMR 34-gene set, comprising endothelial, natural killer cell and inflammatory genes, was quantified using the NanoString platform in 52 formalin-fixed, paraffin-embedded pancreas transplant biopsies from 41 patients: 15 with pure AMR or mixed rejection, 22 with T cell-mediated rejection/borderline and 15 without rejection. The AMR 34-gene set was significantly increased in pure AMR and mixed rejection (P = .001) vs no rejection. The gene set predicted histological AMR with an area under the receiver operating characteristic curve (ROC AUC) of 0.714 (P = .004). The AMR 34-gene set was the only biopsy feature significantly predictive of allograft failure in univariate analysis (P = .048). Adding gene expression to DSA and histology increased ROC AUC for the prediction of failure from 0.736 to 0.770, but this difference did not meet statistical significance. In conclusion, assessment of transcripts has the potential to improve diagnosis and outcome prediction in pancreas graft biopsies.
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Affiliation(s)
- Candice Roufosse
- Centre for Inflammatory Disease, Dept Immunology and Inflammation, Faculty of Medicine, Imperial College, London, UK
| | - Cinthia Drachenberg
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Michelle Willicombe
- Centre for Inflammatory Disease, Dept Immunology and Inflammation, Faculty of Medicine, Imperial College, London, UK
| | - Frederic Toulza
- Centre for Inflammatory Disease, Dept Immunology and Inflammation, Faculty of Medicine, Imperial College, London, UK
| | - Kathy Dominy
- Molecular Pathology, Imperial College Healthcare NHS Trust, London, UK
| | - Adam McLean
- Imperial Renal and Transplant Centre, London, UK
| | - Naomi Simmonds
- Dept Cellular Pathology, Guys' and St Thomas' NHS Trust, London, UK
| | | | - Diego Cantarovitch
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Joseph Scalea
- Department of Surgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Benjamin Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
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15
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Long-term Kinetics of Intragraft Gene Signatures in Renal Allograft Tolerance Induced by Transient Mixed Chimerism. Transplantation 2020; 103:e334-e344. [PMID: 31397805 DOI: 10.1097/tp.0000000000002911] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Renal allograft tolerance (TOL) has been successfully induced in nonhuman primates (NHPs) and humans through the induction of transient mixed chimerism. To elucidate the mechanisms of TOL, we compared local immunologic responses in renal allografts with those in T-cell-mediated rejection (TCMR) and chronic antibody-mediated rejection (CAMR) in NHPs. METHODS Using the NanoString nCounter platform, we retrospectively studied 52 mRNAs in 256 kidney allograft samples taken from NHP kidney recipients of donor BMT. No immunosuppression was given after 1-month post-donor BMT. Recipients who achieved TOL (n = 13) survived for >1840 ± 1724 days with normal kidney function, while recipients with CAMR (n = 13) survived for 899 ± 550 days with compromised graft function, and recipients with TCMR (n = 15) achieved only short-term survival (132 ± 69 days). RESULTS The most prominent difference between the groups was FOXP3, which was significantly higher in TOL than in CAMR and TCMR, both early (<1 y, P < 0.01) and late (≥1 y, P < 0.05) after transplant. Other mRNAs related to regulatory T cells (Treg), such as IL10, TGFB, and GATA3, were also high in TOL. In contrast, transcripts of inflammatory cytokines were higher in TCMR, while activated endothelium-associated transcripts were higher in CAMR than in TOL. The receiver operating characteristic analyses revealed that intragraft FOXP3 and CAV1 can reliably distinguish TOL from CAMR. CONCLUSIONS High FOXP3 and other Treg-related mRNAs together with suppressed inflammatory responses and endothelial activation in renal allografts suggest that intragraft enrichment of Treg is a critical mechanism of renal allograft TOL induced by transient mixed chimerism.
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16
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Adam N, Coutance G, Viailly PJ, Drieux F, Ruminy P, Sater AA, Toquet C, Rouvier P, François A, Chenard MP, Epailly E, Guillemain R, Pattier S, Gay A, Varnous S, Taupin JL, Rabant M, Loupy A, Bruneval P, Duong Van Huyen JP. Reverse transcriptase multiplex ligation-dependent probe amplification in endomyocardial biopsies for the diagnosis of cardiac allograft rejection. J Heart Lung Transplant 2020; 39:115-124. [DOI: 10.1016/j.healun.2019.11.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 11/17/2019] [Accepted: 11/20/2019] [Indexed: 12/29/2022] Open
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17
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Multi-gene technical assessment of qPCR and NanoString n-Counter analysis platforms in cynomolgus monkey cardiac allograft recipients. Cell Immunol 2019; 347:104019. [PMID: 31744596 DOI: 10.1016/j.cellimm.2019.104019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 11/06/2019] [Accepted: 11/07/2019] [Indexed: 12/17/2022]
Abstract
Quantitative gene expression profiling of cardiac allografts characterizes the phenotype of the alloimmune response, yields information regarding differential effects that may be associated with various anti-rejection drug regimens, and generates testable hypotheses regarding the pathogenesis of the chronic rejection lesions typically observed in non-human primate heart transplant models. The goal of this study was to assess interplatform performance and variability between the relatively novel NanoString nCounter Analysis System, ΔΔCT (relative) RT-qPCR, and standard curve (absolute) RT-qPCR utilizing cynomolgus monkey cardiac allografts. Methods for RNA isolation and preamplification were also systematically evaluated and effective methods are proposed. In this study, we demonstrate strong correlation between the two RT-qPCR methods, but variable and, at times, weak correlation between RT-qPCR and NanoString. NanoString fold change results demonstrate less sensitivity to small changes in gene expression than RT-qPCR. These findings appear to be driven by technical aspects of each platform that influence the conditions under which each technique is ideal. Collectively, our data contribute to the general effort to optimally utilize gene expression profiling techniques, not only for transplanted tissues, but for many other applications where accurate rank-order of gene expression versus precise quantification of absolute gene transcript number may be relatively valuable.
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18
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Does the antibody mediated rejection grading scale have prognostic prediction? Yes, but the picture is still blurry. Curr Opin Organ Transplant 2019; 24:265-270. [PMID: 31090634 DOI: 10.1097/mot.0000000000000652] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
PURPOSE OF REVIEW Antibody-mediated rejection (ABMR) is a condition difficult to diagnose and treat, which may significantly impair the outcome of heart transplant recipients. In clinical practice, diagnosis is based on immunopathology grading of endomyocardial biopsies (EMB). Despite its value, the current diagnostic system has several pitfalls that have been addressed in recent literature. RECENT FINDINGS Pathology grading of ABMR (pAMR) has a relevant prognostic factor. However, it does not capture several nuances, such as chronic vs. acute ABMR, mixed rejection or microvascular inflammation. Molecular biology-based assays are shedding new light on the mechanisms of ABMR, which could improve the precision of ABMR diagnosis. SUMMARY These new findings have the potential to rearrange EMB grading system and to guide more precisely decision-making, but studies validating the therapeutic management based on molecular-pathology coupling are still missing.
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19
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Di Francesco A, Fedrigo M, Santovito D, Natarelli L, Castellani C, De Pascale F, Toscano G, Fraiese A, Feltrin G, Benazzi E, Nocco A, Thiene G, Valente M, Valle G, Schober A, Gerosa G, Angelini A. MicroRNA signatures in cardiac biopsies and detection of allograft rejection. J Heart Lung Transplant 2018; 37:1329-1340. [PMID: 30174164 DOI: 10.1016/j.healun.2018.06.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Revised: 04/28/2018] [Accepted: 06/20/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Identification of heart transplant (HTx) rejection currently relies on immunohistology and immunohistochemistry. We aimed to identify specific sets of microRNAs (miRNAs) to characterize acute cellular rejection (ACR), antibody-mediated rejection (pAMR), and mixed rejection (MR) in monitoring formalin-fixed paraffin-embedded (FFPE) endomyocardial biopsies (EMBs) in HTx patients. METHODS In this study we selected 33 adult HTx patients. For each, we chose the first positive EMB for study of each type of rejection. The next-generation sequencing (NGS) IonProton technique and reverse transcript quantitative polymerase chain reaction (RT-qPCR) analysis were performed on FFPE EMBs. Using logistic regression analysis we created unique miRNA signatures as predictive models of each rejection. In situ PCR was carried out on the same EMBs. RESULTS We obtained >2,257 mature miRNAs from all the EMBs. The 3 types of rejection showed a different miRNA profile for each group. The logistic regression model formed by miRNAs 208a, 126-5p, and 135a-5p identified MR; that formed by miRNAs 27b-3p, 29b-3p, and 199a-3p identified ACR; and that formed by miRNAs 208a, 29b-3p, 135a-5p, and 144-3p identified pAMR. The expression of miRNAs on tissue, through in situ PCR, showed different expressions of the same miRNA in different rejections. miRNA 126-5p was expressed in endothelial cells in ACR but in cardiomyocytes in pAMR. In ACR, miRNA 29b-3p was significantly overexpressed and detected in fibroblasts, whereas in pAMR it was underexpressed and detected only in cardiomyocytes. CONCLUSIONS miRNA profiling on FFPE EMBs differentiates the 3 types of rejection. Localization of expression of miRNAs on tissue showed different expression of the same miRNA for different cells, suggesting different roles of the same miRNA in different rejections.
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Affiliation(s)
- Andrea Di Francesco
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Marny Fedrigo
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy.
| | - Donato Santovito
- Institute for Cardiovascular Prevention, Ludwig-Maximillians University, Munich, Germany
| | - Lucia Natarelli
- Institute for Cardiovascular Prevention, Ludwig-Maximillians University, Munich, Germany
| | - Chiara Castellani
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | | | - Giuseppe Toscano
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Angela Fraiese
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Giuseppe Feltrin
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Elena Benazzi
- Organ and Tissue Transplantation Immunology, Fondazione IRCSS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Angela Nocco
- Organ and Tissue Transplantation Immunology, Fondazione IRCSS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Gaetano Thiene
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Marialuisa Valente
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Giorgio Valle
- CRIBI Biotechnology Centre, University of Padova, Padova, Italy
| | - Andreas Schober
- Institute for Cardiovascular Prevention, Ludwig-Maximillians University, Munich, Germany
| | - Gino Gerosa
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Annalisa Angelini
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
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20
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Smith R, Adam B, Rosales I, Matsunami M, Oura T, Cosimi A, Kawai T, Mengel M, Colvin R. RNA expression profiling of renal allografts in a nonhuman primate identifies variation in NK and endothelial gene expression. Am J Transplant 2018; 18:1340-1350. [PMID: 29286578 PMCID: PMC5992005 DOI: 10.1111/ajt.14639] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 11/01/2017] [Accepted: 12/12/2017] [Indexed: 01/25/2023]
Abstract
RNA transcript expression estimates are a promising method to study the mechanisms and classification of renal allograft rejections. Here we use the Nanostring platform to profile RNA expression in renal allografts in a nonhuman primate (NHP), the Cynomolgus monkey. We analyzed protocol and indication 278 archival renal allograft samples, both protocol and indication from 76 animals with diagnoses of chronic antibody-mediated rejection (CAMR), acute cellular rejection (TCMR), and MIXED (both CAMR and TCMR), plus normals and samples with no pathological rejection using a Cynomolgus-specific probe set of 67 genes. Analysis identified RNA expression heterogeneity of endothelial and NK genes within CAMR and TCMR, including the stages of CAMR. Three factors were partitioned into additional groups. One group with the longest allograft survival time is pure CAMR without NK or CD3. Three mixed groups show variation in NK and CD3. TCMR was split into 2 groups with variation in NK genes. Additional validation of the complete gene-set correlated many of the genes with diagnoses of CAMR, MIXED, and TCMR rejections and with Banff histologic criteria defined in human subjects. These NHP data demonstrate the utility of RNA expression profiling to identify additional heterogeneity of endothelial and NK RNA gene expressions.
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Affiliation(s)
- R.N. Smith
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - B.A. Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - 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
| | - 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
| | - M. Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - R.B. Colvin
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
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21
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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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22
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Haas M, Loupy A, Lefaucheur C, Roufosse C, Glotz D, Seron D, Nankivell BJ, Halloran PF, Colvin RB, Akalin E, Alachkar N, Bagnasco S, Bouatou Y, Becker JU, Cornell LD, van Huyen JPD, Gibson IW, Kraus ES, Mannon RB, Naesens M, Nickeleit V, Nickerson P, Segev DL, Singh HK, Stegall M, Randhawa P, Racusen L, Solez K, Mengel M. The Banff 2017 Kidney Meeting Report: Revised diagnostic criteria for chronic active T cell-mediated rejection, antibody-mediated rejection, and prospects for integrative endpoints for next-generation clinical trials. Am J Transplant 2018; 18:293-307. [PMID: 29243394 PMCID: PMC5817248 DOI: 10.1111/ajt.14625] [Citation(s) in RCA: 720] [Impact Index Per Article: 120.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 12/06/2017] [Accepted: 12/07/2017] [Indexed: 01/25/2023]
Abstract
The kidney sessions of the 2017 Banff Conference focused on 2 areas: clinical implications of inflammation in areas of interstitial fibrosis and tubular atrophy (i-IFTA) and its relationship to T cell-mediated rejection (TCMR), and the continued evolution of molecular diagnostics, particularly in the diagnosis of antibody-mediated rejection (ABMR). In confirmation of previous studies, it was independently demonstrated by 2 groups that i-IFTA is associated with reduced graft survival. Furthermore, these groups presented that i-IFTA, particularly when involving >25% of sclerotic cortex in association with tubulitis, is often a sequela of acute TCMR in association with underimmunosuppression. The classification was thus revised to include moderate i-IFTA plus moderate or severe tubulitis as diagnostic of chronic active TCMR. Other studies demonstrated that certain molecular classifiers improve diagnosis of ABMR beyond what is possible with histology, C4d, and detection of donor-specific antibodies (DSAs) and that both C4d and validated molecular assays can serve as potential alternatives and/or complements to DSAs in the diagnosis of ABMR. The Banff ABMR criteria are thus updated to include these alternatives. Finally, the present report paves the way for the Banff scheme to be part of an integrative approach for defining surrogate endpoints in next-generation clinical trials.
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Affiliation(s)
- M. Haas
- Department of Pathology and Laboratory MedicineCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - A. Loupy
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity Paris DescartesParisFrance
| | - C. Lefaucheur
- Paris Translational Research Center for Organ Transplantation and Department of Nephrology and TransplantationHopital Saint LouisUniversité Paris VII and INSERM U 1160ParisFrance
| | - C. Roufosse
- Department of MedicineImperial College London and North West London PathologyLondonUK
| | - D. Glotz
- Paris Translational Research Center for Organ Transplantation and Department of Nephrology and TransplantationHopital Saint LouisUniversité Paris VII and INSERM U 1160ParisFrance
| | - D. Seron
- Nephrology DepartmentHospital Vall d'HebronAutonomous University of BarcelonaBarcelonaSpain
| | - B. J. Nankivell
- Department of Renal MedicineWestmead HospitalSydneyAustralia
| | - P. F. Halloran
- Alberta Transplant Applied Genomics CentreUniversity of AlbertaEdmontonAlbertaCanada
| | - R. B. Colvin
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMAUSA
| | - Enver Akalin
- Montefiore‐Einstein Center for TransplantationMontefiore Medical CenterBronxNYUSA
| | - N. Alachkar
- Department of MedicineSection of NephrologyJohns Hopkins University School of MedicineBaltimoreMDUSA
| | - S. Bagnasco
- Department of PathologyJohns Hopkins University School of MedicineBaltimoreMDUSA
| | - Y. Bouatou
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity Paris DescartesParisFrance,Division of NephrologyDepartment of Medical SpecialitiesGeneva University HospitalsGenevaSwitzerland
| | - J. U. Becker
- Institute of PathologyUniversity Hospital of CologneCologneGermany
| | - L. D. Cornell
- Department of Laboratory Medicine and PathologyMayo ClinicRochesterMNUSA
| | - J. P. Duong van Huyen
- Paris Translational Research Center for Organ TransplantationINSERM U970 and Necker HospitalUniversity Paris DescartesParisFrance
| | - I. W. Gibson
- Department of PathologyUniversity of ManitobaWinnipegCanada
| | - Edward S. Kraus
- Division of NephrologyDepartment of MedicineJohns Hopkins UniversityBaltimoreMDUSA
| | - R. B. Mannon
- Division of NephrologyDepartment of MedicineUniversity of Alabama School of MedicineBirminghamALUSA
| | - M. Naesens
- Department of Microbiology and ImmunologyUniversity of Leuven & Department of NephrologyUniversity Hospitals LeuvenLeuvenBelgium
| | - V. Nickeleit
- Division of NephropathologyDepartment of Pathology and Laboratory MedicineThe University of North Carolina School of MedicineChapel HillNCUSA
| | - P. Nickerson
- Department of Internal Medicine and ImmunologyUniversity of ManitobaWinnipegCanada
| | - D. L. Segev
- Department of SurgeryJohns Hopkins Medical InstitutionsBaltimoreMDUSA
| | - H. K. Singh
- Division of NephropathologyDepartment of Pathology and Laboratory MedicineThe University of North Carolina School of MedicineChapel HillNCUSA
| | - M. Stegall
- Departments of Surgery and ImmunologyMayo ClinicRochesterMNUSA
| | - P. Randhawa
- Division of Transplantation PathologyThomas E. Starzl Transplantation InstituteUniversity of PittsburghPittsburghPAUSA
| | - L. Racusen
- Department of PathologyJohns Hopkins University School of MedicineBaltimoreMDUSA
| | - K. Solez
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
| | - M. Mengel
- Department of Laboratory Medicine and PathologyUniversity of AlbertaEdmontonCanada
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23
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Antibody-mediated rejection in heart transplantation: new developments and old uncertainties. Curr Opin Organ Transplant 2017; 22:207-214. [PMID: 28301387 DOI: 10.1097/mot.0000000000000407] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Antibody-mediated rejection (AMR) currently represents one of the main problems for clinical management of heart transplant because of its diagnostic complexity and poor evidences supporting treatments. RECENT FINDINGS Disorder-based diagnosis is a cornerstone in defining AMR. The limitations of the current classification have been partially overcome by novel studies improving the description of the immune-pathological graft abnormalities, and by new molecular approaches allowing a better understanding of the mechanisms behind AMR and of its relationship with cellular rejection and chronic vasculopathy. In-depth characterization of donor-specific antibodies showed to provide additional prognostic information and guide for treatment. Clinical relevance of AMR is bound to appropriate detection of graft dysfunction. In addition to traditional longitudinal evaluation by echocardiogram, cardiac magnetic resonance and detection of cell-free DNA may represent novel sensitive markers for graft injury that could prompt treatment before dysfunction becomes clinically manifest. SUMMARY Despite improvements in the diagnostic process, therapeutic strategies made little progress in addition to the consolidation of practices supported by limited evidences. Novel complement inhibitors appear promising in changing this scenario. Nevertheless, collaborative multicenter studies are needed to develop standardized approaches tailored to the highly variable clinical and laboratory features of AMR.
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24
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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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25
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Kransdorf EP, Kobashigawa JA. Novel molecular approaches to the detection of heart transplant rejection. Per Med 2017; 14:293-297. [DOI: 10.2217/pme-2017-0024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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26
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Valenzuela NM, Reed EF. Antibody-mediated rejection across solid organ transplants: manifestations, mechanisms, and therapies. J Clin Invest 2017; 127:2492-2504. [PMID: 28604384 DOI: 10.1172/jci90597] [Citation(s) in RCA: 133] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Solid organ transplantation is a curative therapy for hundreds of thousands of patients with end-stage organ failure. However, long-term outcomes have not improved, and nearly half of transplant recipients will lose their allografts by 10 years after transplant. One of the major challenges facing clinical transplantation is antibody-mediated rejection (AMR) caused by anti-donor HLA antibodies. AMR is highly associated with graft loss, but unfortunately there are few efficacious therapies to prevent and reverse AMR. This Review describes the clinical and histological manifestations of AMR, and discusses the immunopathological mechanisms contributing to antibody-mediated allograft injury as well as current and emerging therapies.
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27
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Roden AC, Aisner DL, Allen TC, Aubry MC, Barrios RJ, Beasley MB, Cagle PT, Capelozzi VL, Dacic S, Ge Y, Hariri LP, Lantuejoul S, Miller RA, Mino-Kenudson M, Moreira AL, Raparia K, Rekhtman N, Sholl L, Smith ML, Tsao MS, Vivero M, Yatabe Y, Yi ES. Diagnosis of Acute Cellular Rejection and Antibody-Mediated Rejection on Lung Transplant Biopsies: A Perspective From Members of the Pulmonary Pathology Society. Arch Pathol Lab Med 2016; 141:437-444. [DOI: 10.5858/arpa.2016-0459-sa] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Context.—
The diagnosis and grading of acute cellular and antibody-mediated rejection (AMR) in lung allograft biopsies is important because rejection can lead to acute graft dysfunction and/or failure and may contribute to chronic graft failure. While acute cellular rejection is well defined histologically, no reproducible specific features of AMR are currently identified. Therefore, a combination of clinical features, serology, histopathology, and immunologic findings is suggested for the diagnosis of AMR.
Objective.—
To describe the perspective of members of the Pulmonary Pathology Society (PPS) on the workup of lung allograft transbronchial biopsy and the diagnosis of acute cellular rejection and AMR in lung transplant.
Data Sources.—
Reports by the International Society for Heart and Lung Transplantation (ISHLT), experience of members of PPS who routinely review lung allograft biopsies, and search of literature database (PubMed).
Conclusions.—
Acute cellular rejection should be assessed and graded according to the 2007 working formulation of the ISHLT. As currently no specific features are known for AMR in lung allografts, the triple test (clinical allograft dysfunction, donor-specific antibodies, pathologic findings) should be used for its diagnosis. C4d staining might be performed when morphologic, clinical, and/or serologic features suggestive of AMR are identified.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Eunhee S. Yi
- From the Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota (Drs Roden, Aubry, and Yi); the Department of Pathology, University of Colorado, Denver (Dr Aisner); the Department of Pathology, University of Texas Medical Branch, Galveston (Dr Allen); the Department of Pathology and Genomic Medicine, Methodist Hospital, Houston, Texas (Drs Barrios, Cagle, Ge,
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