1
|
Nikolova A, Agbor-Enoh S, Bos S, Crespo-Leiro M, Ensminger S, Jimenez-Blanco M, Minervini A, Perch M, Segovia J, Vos R, Khush K, Potena L. European Society for Organ Transplantation (ESOT) Consensus Statement on the Use of Non-invasive Biomarkers for Cardiothoracic Transplant Rejection Surveillance. Transpl Int 2024; 37:12445. [PMID: 38962472 PMCID: PMC11221358 DOI: 10.3389/ti.2024.12445] [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: 11/19/2023] [Accepted: 03/04/2024] [Indexed: 07/05/2024]
Abstract
While allograft rejection (AR) continues to threaten the success of cardiothoracic transplantation, lack of accurate and repeatable surveillance tools to diagnose AR is a major unmet need in the clinical management of cardiothoracic transplant recipients. Endomyocardial biopsy (EMB) and transbronchial biopsy (TBBx) have been the cornerstone of rejection monitoring since the field's incipience, but both suffer from significant limitations, including poor concordance of biopsy interpretation among pathologists. In recent years, novel molecular tools for AR monitoring have emerged and their performance characteristics have been evaluated in multiple studies. An international working group convened by ESOT has reviewed the existing literature and provides a series of recommendations to guide the use of these biomarkers in clinical practice. While acknowledging some caveats, the group recognized that Gene-expression profiling and donor-derived cell-free DNA (dd-cfDNA) may be used to rule out rejection in heart transplant recipients, but they are not recommended for cardiac allograft vasculopathy screening. Other traditional biomarkers (NT-proBNP, BNP or troponin) do not have sufficient evidence to support their use to diagnose AR. Regarding lung transplant, dd-cfDNA could be used to rule out clinical rejection and infection, but its use to monitor treatment response is not recommended.
Collapse
Affiliation(s)
- Andriana Nikolova
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Sean Agbor-Enoh
- Genomic Research Alliance for Transplantation (GRAfT) and Laboratory of Applied Precision Omics, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, MD, United States
- Lung Transplantation, Department of Medicine, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Saskia Bos
- Newcastle University Translational and Clinical Research Institute, Newcastle uponTyne, United Kingdom
- Institute of Transplantation, Newcastle Upon Tyne Hospitals NHS Trust, Newcastle uponTyne, United Kingdom
| | - Marisa Crespo-Leiro
- Cardiology Department, Complexo Hospitalario Universitario A Coruna (CHUAC), Instituto de Investigación Biomédica A Coruña (INIBIC), Universitade de Coruna (UDC), Centro de Investigación Biomédica en Red—Enfermedades Cardiovasculares/Network Biomedical Research Center—Cardiovascular Diseases (CIBERCV), La Coruna, Spain
| | - Stephan Ensminger
- Klinik für Herz- und Thorakale Gefäßchirurgie, Universitäres Herzzentrum Lübeck, Lübeck, Germany
| | - Marta Jimenez-Blanco
- Cardiology Department, University Hospital Ramón y Cajal (Madrid), Centro de Investigación Biomedica en Red—Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Annamaria Minervini
- Heart Failure and Transplant Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Michael Perch
- Department of Cardiology, Section for Lung Transplantation, Righospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Javier Segovia
- Cardiology Department, Puerta de Hierro Majadahonda University Hospital, Universidad Autónoma de Madrid, Instituto de Investigación Sanitaria Puerta de Hierro-Segovia de Arana/Puerta de Hierro Health Research Institute—Segovia de Arana (IDIPHISA), Centro de Investigación Biomédica en Red—Enfermedades Cardiovasculares/Network Biomedical Research Center—Cardiovascular Diseases (CIBERCV), Madrid, Spain
| | - Robin Vos
- Department of Respiratory Diseases, UZ Leuven, and Lung Transplant Unit, Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium
| | - Kiran Khush
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Luciano Potena
- Heart Failure and Transplant Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| |
Collapse
|
2
|
Nguyen MN, Hooper C, Stefanini M, Vrellaku B, Carnicer R, Wood MJ, Simon JN, Casadei B. Why is early-onset atrial fibrillation uncommon in patients with Duchenne muscular dystrophy? Insights from the mdx mouse. Cardiovasc Res 2024; 120:519-530. [PMID: 38270932 PMCID: PMC11060487 DOI: 10.1093/cvr/cvae022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024] Open
Abstract
AIMS A reduction in both dystrophin and neuronal nitric oxide synthase (NOS1) secondary to microRNA-31 (miR-31) up-regulation contributes to the atrial electrical remodelling that underpins human and experimental atrial fibrillation (AF). In contrast, patients with Duchenne muscular dystrophy (DMD), who lack dystrophin and NOS1 and, at least in the skeletal muscle, have raised miR-31 expression, do not have increase susceptibility to AF in the absence of left ventricular (LV) dysfunction. Here, we investigated whether dystrophin deficiency is also associated with atrial up-regulation of miR-31, loss of NOS1 protein, and increased AF susceptibility in young mdx mice. METHODS AND RESULTS Echocardiography showed normal cardiac structure and function in 12-13 weeks mdx mice, with no indication by assay of hydroxyproline that atrial fibrosis had developed. The absence of dystrophin in mdx mice was accompanied by an overall reduction in syntrophin and a lower NOS1 protein content in the skeletal muscle and in the left atrial and ventricular myocardium, with the latter occurring alongside reduced Nos1 transcript levels (exons 1-2 by quantitative polymerase chain reaction) and an increase in NOS1 polyubiquitination [assessed using tandem polyubiquitination pulldowns; P < 0.05 vs. wild type (WT)]. Neither the up-regulation of miR-31 nor the substantial reduction in NOS activity observed in the skeletal muscle was present in the atrial tissue of mdx mice. At difference with the skeletal muscle, the mdx atrial myocardium showed a reduction in the constitutive NOS inhibitor, caveolin-1, coupled with an increase in NOS3 serine1177 phosphorylation, in the absence of differences in the protein content of other NOS isoforms or in the relative expression NOS1 splice variants. In line with these findings, transoesophageal atrial burst pacing revealed no difference in AF susceptibility between mdx mice and their WT littermates. CONCLUSION Dystrophin depletion is not associated with atrial miR-31 up-regulation, reduced NOS activity, or increased AF susceptibility in the mdx mouse. Compared with the skeletal muscle, the milder atrial biochemical phenotype may explain why patients with DMD do not exhibit a higher prevalence of atrial arrhythmias despite a reduction in NOS1 content.
Collapse
Affiliation(s)
- My-Nhan Nguyen
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Charlotte Hooper
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Matilde Stefanini
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Besarte Vrellaku
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Ricardo Carnicer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Matthew J Wood
- Department of Paediatrics and Muscular Dystrophy UK Oxford Neuromuscular Centre, University of Oxford, Oxford, UK
| | - Jillian N Simon
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, L6 West Wing, Oxford OX3 9DU, UK
| |
Collapse
|
3
|
Angeli E, Jordan M, Otto M, Stojanović SD, Karsdal M, Bauersachs J, Thum T, Fiedler J, Genovese F. The role of fibrosis in cardiomyopathies: An opportunity to develop novel biomarkers of disease activity. Matrix Biol 2024; 128:65-78. [PMID: 38423395 DOI: 10.1016/j.matbio.2024.02.008] [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: 10/16/2023] [Revised: 02/22/2024] [Accepted: 02/25/2024] [Indexed: 03/02/2024]
Abstract
Cardiomyopathies encompass a spectrum of heart disorders with diverse causes and presentations. Fibrosis stands out as a shared hallmark among various cardiomyopathies, reflecting a common thread in their pathogenesis. This prevalent fibrotic response is intricately linked to the consequences of dysregulated extracellular matrix (ECM) remodeling, emphasizing its significance in the development and progression the disease. This review explores the ECM involvement in various cardiomyopathies and its impact on myocardial stiffness and fibrosis. Additionally, we discuss the potential of ECM fragments as early diagnosis, prognosis, and risk stratification. Biomarkers deriving from turnover of collagens and other ECM proteins hold promise in clinical applications. We outline current clinical management, future directions, and the potential for personalized ECM-targeted therapies with specific focus on microRNAs. In summary, this review examines the role of the fibrosis in cardiomyopathies, highlighting the potential of ECM-derived biomarkers in improving disease management with implications for precision medicine.
Collapse
Affiliation(s)
- Elisavet Angeli
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark; Nordic Bioscience A/S, Herlev, Denmark.
| | - Maria Jordan
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hanover, Federal Republic of Germany; Fraunhofer Cluster of Excellence for Immune Mediated Diseases (CIMD), Hanover, Federal Republic of Germany
| | - Mandy Otto
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hanover, Federal Republic of Germany; Fraunhofer Cluster of Excellence for Immune Mediated Diseases (CIMD), Hanover, Federal Republic of Germany
| | - Stevan D Stojanović
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Federal Republic of Germany; Institute of Molecular and Translational Therapeutic Strategies, Hannover Medical School, Hannover, Federal Republic of Germany
| | | | - Johann Bauersachs
- Department of Cardiology and Angiology, Hannover Medical School, Hannover, Federal Republic of Germany
| | - Thomas Thum
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hanover, Federal Republic of Germany; Fraunhofer Cluster of Excellence for Immune Mediated Diseases (CIMD), Hanover, Federal Republic of Germany; Institute of Molecular and Translational Therapeutic Strategies, Hannover Medical School, Hannover, Federal Republic of Germany
| | - Jan Fiedler
- Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM), Hanover, Federal Republic of Germany; Fraunhofer Cluster of Excellence for Immune Mediated Diseases (CIMD), Hanover, Federal Republic of Germany
| | - Federica Genovese
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
4
|
Goldberg JF, Mehta A, Bahniwal RK, Agbor-Enoh S, Shah P. A gentler approach to monitor for heart transplant rejection. Front Cardiovasc Med 2024; 11:1349376. [PMID: 38380175 PMCID: PMC10876874 DOI: 10.3389/fcvm.2024.1349376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 01/24/2024] [Indexed: 02/22/2024] Open
Abstract
Despite developments in circulating biomarker and imaging technology in the assessment of cardiovascular disease, the surveillance and diagnosis of heart transplant rejection has continued to rely on histopathologic interpretation of the endomyocardial biopsy. Increasing evidence shows the utility of molecular evaluations, such as donor-specific antibodies and donor-derived cell-free DNA, as well as advanced imaging techniques, such as cardiac magnetic resonance imaging, in the assessment of rejection, resulting in the elimination of many surveillance endomyocardial biopsies. As non-invasive technologies in heart transplant rejection continue to evolve and are incorporated into practice, they may supplant endomyocardial biopsy even when rejection is suspected, allowing for more precise and expeditious rejection therapy. This review describes the current and near-future states for the evaluation of heart transplant rejection, both in the settings of rejection surveillance and rejection diagnosis. As biomarkers of rejection continue to evolve, rejection risk prediction may allow for a more personalized approach to immunosuppression.
Collapse
Affiliation(s)
- Jason F. Goldberg
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA, United States
- Department of Children's Cardiology, Inova L.J. Murphy Children’s Hospital, Falls Church, VA, United States
| | - Aditya Mehta
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA, United States
| | | | - Sean Agbor-Enoh
- National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, MD, United States
| | - Palak Shah
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA, United States
| |
Collapse
|
5
|
Ding M, Gao T, Song Y, Yi L, Li W, Deng C, Zhou W, Xie M, Zhang L. Nanoparticle-based T cell immunoimaging and immunomodulatory for diagnosing and treating transplant rejection. Heliyon 2024; 10:e24203. [PMID: 38312645 PMCID: PMC10835187 DOI: 10.1016/j.heliyon.2024.e24203] [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: 10/08/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 02/06/2024] Open
Abstract
T cells serve a pivotal role in the rejection of transplants, both by directly attacking the graft and by recruiting other immune cells, which intensifies the rejection process. Therefore, monitoring T cells becomes crucial for early detection of transplant rejection, while targeted drug delivery specifically to T cells can significantly enhance the effectiveness of rejection therapy. However, regulating the activity of T cells within transplanted organs is challenging, and the prolonged use of immunosuppressive drugs is associated with notable side effects and complications. Functionalized nanoparticles offer a potential solution by targeting T cells within transplants or lymph nodes, thereby reducing the off-target effects and improving the long-term survival of the graft. In this review, we will provide an overview of recent advancements in T cell-targeted imaging molecular probes for diagnosing transplant rejection and the progress of T cell-regulating nanomedicines for treating transplant rejection. Additionally, we will discuss future directions and the challenges in clinical translation.
Collapse
Affiliation(s)
- Mengdan Ding
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Tang Gao
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yishu Song
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Luyang Yi
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Wenqu Li
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Cheng Deng
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Wuqi Zhou
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Mingxing Xie
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Li Zhang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Province Clinical Research Center for Medical Imaging, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| |
Collapse
|
6
|
Mehlman Y, Valledor AF, Moeller C, Rubinstein G, Lotan D, Rahman S, Oh KT, Bae D, DeFilippis EM, Lin EF, Lee SH, Raikhelkar JK, Fried J, Theodoropoulos K, Colombo PC, Yuzefpolskaya M, Latif F, Clerkin KJ, Sayer GT, Uriel N. The utilization of molecular microscope in management of heart transplant recipients in the era of noninvasive monitoring. Clin Transplant 2023; 37:e15131. [PMID: 37897211 DOI: 10.1111/ctr.15131] [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: 06/01/2023] [Revised: 09/03/2023] [Accepted: 09/06/2023] [Indexed: 10/29/2023]
Abstract
INTRODUCTION Monitoring for graft rejection is a fundamental tenet of post-transplant follow-up. In heart transplantation (HT) in particular, rejection has been traditionally assessed with endomyocardial biopsy (EMB). EMB has potential complications and noted limitations, including interobserver variability in interpretation. Additional tests, such as basic cardiac biomarkers, cardiac imaging, gene expression profiling (GEP) scores, donor-derived cell-free DNA (dd-cfDNA) and the novel molecular microscope diagnostic system (MMDx) have become critical tools in rejection surveillance beyond standard EMB. METHODS This paper describes an illustrative case followed by a review of MMDx within the context of other noninvasive screening modalities for rejection. CONCLUSIONS We suggest MMDx be used to assist with early detection of rejection in cases of discordance between EMB and other noninvasive studies.
Collapse
Affiliation(s)
- Yonatan Mehlman
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Andrea Fernendez Valledor
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Cathrine Moeller
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Gal Rubinstein
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Dor Lotan
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Salwa Rahman
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Kyung T Oh
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - David Bae
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Ersilia M DeFilippis
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Edward F Lin
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Sun Hi Lee
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Jayant K Raikhelkar
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Justin Fried
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Kleanthis Theodoropoulos
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Paolo C Colombo
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Melana Yuzefpolskaya
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Farhana Latif
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Kevin J Clerkin
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Gabriel T Sayer
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Nir Uriel
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| |
Collapse
|
7
|
Coutance G, Racapé M, Baudry G, Lécuyer L, Roubille F, Blanchart K, Epailly E, Vermes E, Pattier S, Boignard A, Gay A, Bruneval P, Jouven X, Duong Van Huyen JP, Loupy A. Validation of the clinical utility of microRNA as noninvasive biomarkers of cardiac allograft rejection: A prospective longitudinal multicenter study. J Heart Lung Transplant 2023; 42:1505-1509. [PMID: 37487804 DOI: 10.1016/j.healun.2023.07.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/30/2023] [Accepted: 07/16/2023] [Indexed: 07/26/2023] Open
Abstract
While studies have shown an association between microRNAs and cardiac rejection, the clinical relevance of a preidentified miRNA signature as a noninvasive biomarker has never been assessed in prospective multicentric unselected cohorts. To address this unmet need, we designed a prospective study (NCT02672683) including recipients from 11 centers between August 2016 to March 2018. The objective was to validate the association between 3 previously identified circulating microRNA (10a, 92a, 155) and the histopathological diagnosis of rejection. Both relative and absolute (sensitivity analysis) quantifications of microRNAs were performed. Overall, 461 patients were included (831 biopsies, 79 rejections). A per-protocol interim analysis (258 biopsies, 49 rejections) did not find any association between microRNA and rejection (microRNA 10a: odds ratio (OR) = 1.05, 95% confidence intervals (CI) = 0.87-1.27, p = 0.61; 92a: OR = 0.98, 95%CI = 0.87-1.10, p = 0.68; 155: OR = 0.91, 95%CI = 0.76-1.10, p = 0.33). These results were confirmed in the sensitivity analysis. The analysis of the remaining sera was stopped for futility. This study shows no clinical utility of circulating microRNAs 10a, 92a, and 155 monitoring in heart allograft recipients.
Collapse
Affiliation(s)
- Guillaume Coutance
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France; Department of Cardiac and Thoracic Surgery, Cardiology Institute, Pitié Salpêtrière Hospital, Assistance Publique-Hôpitaux de Paris (AP-HP), Sorbonne University Medical School, Paris, France.
| | - Maud Racapé
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France
| | - Guillaume Baudry
- Department of Cardiac Surgery, University Hospital Bichat, Assistance Publique-Hôpitaux de Paris (AP-HP), Université Paris-Cité, Paris, France
| | - Lucien Lécuyer
- Cardiology and Heart Transplant Department, Pompidou Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - François Roubille
- PhyMedExp, Cardiology Department, University of Montpellier, INSERM U1046, CNRS UMR, 9214; INI-CRT, Montpellier, France
| | - Katrien Blanchart
- Cardiology Department, Caen University Hospital, Côte de Nacre, 14000 Caen, France
| | - Eric Epailly
- Department of Cardiology and Cardiovascular Surgery, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Emmanuelle Vermes
- Department of Cardiology and Heart Transplantation Unit, CHRU Tours, France
| | - Sabine Pattier
- Department of Thoracic and Cardiovascular Surgery, Institut du Thorax, University Hospital, Nantes, France
| | - Aude Boignard
- Department of Cardiology and Cardiovascular Surgery Department, Grenoble Alpes University Hospital, Grenoble, France
| | - Arnaud Gay
- Thoracic and Cardiovascular Surgery Department, Rouen University Hospital, Rouen, France
| | - Patrick Bruneval
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France; Cardiology and Heart Transplant Department, Pompidou Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Xavier Jouven
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France; Cardiology and Heart Transplant Department, Pompidou Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Jean-Paul Duong Van Huyen
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France; Pathology Department, Hôpital Necker, Assistance Publique-Hôpitaux de Paris, Université de Paris, Paris, France
| | - Alexandre Loupy
- University of Paris, INSERM UMR 970, Paris Translational Research Centre for Organ Transplantation, Paris, France; Kidney Transplant Department, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| |
Collapse
|
8
|
Guo Y, Zhang Y, Yu J, Dong Y, Chen Z, Zhu C, Hong X, Xie Z, Zhang M, Wang S, Liang Y, He X, Ju W, Chen M. Novel ceRNA network construction associated with programmed cell death in acute rejection of heart allograft in mice. Front Immunol 2023; 14:1184409. [PMID: 37753085 PMCID: PMC10518384 DOI: 10.3389/fimmu.2023.1184409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 08/28/2023] [Indexed: 09/28/2023] Open
Abstract
Background T cell-mediated acute rejection(AR) after heart transplantation(HT) ultimately results in graft failure and is a common indication for secondary transplantation. It's a serious threat to heart transplant recipients. This study aimed to explore the novel lncRNA-miRNA-mRNA networks that contributed to AR in a mouse heart transplantation model. Methods The donor heart from Babl/C mice was transplanted to C57BL/6 mice with heterotopic implantation to the abdominal cavity. The control group was syngeneic heart transplantation with the same kind of mice donor. The whole-transcriptome sequencing was performed to obtain differentially expressed mRNAs (DEmRNAs), miRNAs (DEmiRNAs) and lncRNAs (DElncRNAs) in mouse heart allograft. The biological functions of ceRNA networks was analyzed by GO and KEGG enrichment. Differentially expressed ceRNA involved in programmed cell death were further verified with qRT-PCR testing. Results Lots of DEmRNAs, DEmiRNAs and DElncRNAs were identified in acute rejection and control after heart transplantation, including up-regulated 4754 DEmRNAs, 1634 DElncRNAs, 182 DEmiRNAs, and down-regulated 4365 DEmRNAs, 1761 DElncRNAs, 132 DEmiRNAs. Based on the ceRNA theory, lncRNA-miRNA-mRNA regulatory networks were constructed in allograft acute rejection response. The functional enrichment analysis indicate that the down-regulated mRNAs are mainly involved in cardiac muscle cell contraction, potassium channel activity, etc. and the up-regulated mRNAs are mainly involved in T cell differentiation and mononuclear cell migration, etc. The KEGG pathway enrichment analysis showed that the down-regulated DEmRNAs were mainly enriched in adrenergic signaling, axon guidance, calcium signaling pathway, etc. The up-regulated DEmRNAs were enriched in the adhesion function, chemokine signaling pathway, apoptosis, etc. Four lncRNA-mediated ceRNA regulatory pathways, Pvt1/miR-30c-5p/Pdgfc, 1700071M16Rik/miR-145a-3p/Pdgfc, 1700071M16Rik/miR-145a-3p/Tox, 1700071M16Rik/miR-145a-3p/Themis2, were finally validated. In addition, increased expression of PVT1, 1700071M16Rik, Tox and Themis2 may be considered as potential diagnostic gene biomarkers in AR. Conclusion We speculated that Pvt1/miR-30c-5p/Pdgfc, 1700071M16Rik/miR-145a-3p/Pdgfc, 1700071M16Rik/miR-145a-3p/Tox and 1700071M16Rik/miR-145a-3p/Themis2 interaction pairs may serve as potential biomarkers in AR after HT.
Collapse
Affiliation(s)
- Yiwen Guo
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Yixi Zhang
- Liver Transplantation Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Jia Yu
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Yuqi Dong
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Zhitao Chen
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Chuchen Zhu
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Xitao Hong
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Zhonghao Xie
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Min Zhang
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Shuai Wang
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Yichen Liang
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Xiaoshun He
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Weiqiang Ju
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| | - Maogen Chen
- The First Affiliated Hospital, Sun Yat-Sen University, Organ Transplant Centre, Guangzhou, China
- Guangdong Provincial Key Laboratory of Organ Donation and Transplant Immunology, Guangzhou, China
- Guangdong Provincial International Cooperation Base of Science and Technology (Organ Transplantation), Guangzhou, China
| |
Collapse
|
9
|
Pérez-Carrillo L, Sánchez-Lázaro I, Triviño JC, Feijóo-Bandín S, Lago F, González-Juanatey JR, Martínez-Dolz L, Portolés M, Tarazón E, Roselló-Lletí E. Combining Serum miR-144-3p and miR-652-3p as Potential Biomarkers for the Early Diagnosis and Stratification of Acute Cellular Rejection in Heart Transplantation Patients. Transplantation 2023; 107:2064-2072. [PMID: 37606906 PMCID: PMC10442084 DOI: 10.1097/tp.0000000000004622] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 01/27/2023] [Accepted: 02/13/2023] [Indexed: 08/23/2023]
Abstract
BACKGROUND There is a dire need for specific, noninvasive biomarkers that can accurately detect cardiac acute cellular rejection (ACR) early. Previously, we described miR-144-3p as an excellent candidate for detecting grade ≥2R ACR. Now, we investigated the combination of miR-144-3p with miR-652-3p, other differentially expressed serum miRNA we previously described, to improve diagnostic accuracy mainly in mild rejection to avoid reaching severe stages. METHODS We selected miR-652-3p from a preliminary RNA-seq study to be validated by reverse transcription-quantitative polymerase chain reaction on 212 consecutive serum samples from transplantation recipients undergoing routine endomyocardial biopsies to subsequently combine them with miR-144-3p results and investigate their diagnostic capability. RESULTS We confirmed the miR-652-3p overexpression (P < 0.0001) and its capability to discriminate between patients with and without ACR of any grade (P < 0.0001). The combined serum levels of miR-144-3p and miR-652-3p were significantly higher in patients with rejection regardless of posttransplantation time (P < 0.0001). This combination resulted in a diagnostic efficacy for 1R (area under the curve = 0.794) and ≥2R (area under the curve = 0.892; P < 0.0001) that was superior to each biomarker alone. Furthermore, it was a strong independent predictor of ACR for 1R (odds ratio of 10.950; P < 0.0001) and ≥2R (odds ratio of 14.289; P < 0.01). CONCLUSIONS We demonstrated that an appropriate combination of blood-based biomarkers could exhibit greater efficiency for cardiac rejection diagnosis. The combined detection of abnormal expression of miR-144-3p and miR-652-3p in the serum of ACR patients can improve the diagnostic sensitivity of rejection at an early stage and contribute to increasing the diagnostic accuracy, mainly in the lower rejection grades.
Collapse
Affiliation(s)
- Lorena Pérez-Carrillo
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Ignacio Sánchez-Lázaro
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
- Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | | | - Sandra Feijóo-Bandín
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Francisca Lago
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - José Ramón González-Juanatey
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain
| | - Luis Martínez-Dolz
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
- Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Manuel Portolés
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
| | - Estefanía Tarazón
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
| | - Esther Roselló-Lletí
- Clinical and Translational Research in Cardiology Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, Madrid, Spain
| |
Collapse
|
10
|
Goldberg JF, Truby LK, Agbor-Enoh S, Jackson AM, deFilippi CR, Khush KK, Shah P. Selection and Interpretation of Molecular Diagnostics in Heart Transplantation. Circulation 2023; 148:679-694. [PMID: 37603604 PMCID: PMC10449361 DOI: 10.1161/circulationaha.123.062847] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
The number of heart transplants performed annually in the United States and worldwide continues to increase, but there has been little change in graft longevity and patient survival over the past 2 decades. The reference standard for diagnosis of acute cellular and antibody-mediated rejection includes histologic and immunofluorescence evaluation of endomyocardial biopsy samples, despite invasiveness and high interrater variability for grading histologic rejection. Circulating biomarkers and molecular diagnostics have shown substantial predictive value in rejection monitoring, and emerging data support their use in diagnosing other posttransplant complications. The use of genomic (cell-free DNA), transcriptomic (mRNA and microRNA profiling), and proteomic (protein expression quantitation) methodologies in diagnosis of these posttransplant outcomes has been evaluated with varying levels of evidence. In parallel, growing knowledge about the genetically mediated immune response leading to rejection (immunogenetics) has enhanced understanding of antibody-mediated rejection, associated graft dysfunction, and death. Antibodies to donor human leukocyte antigens and the technology available to evaluate these antibodies continues to evolve. This review aims to provide an overview of biomarker and immunologic tests used to diagnose posttransplant complications. This includes a discussion of pediatric heart transplantation and the disparate rates of rejection and death experienced by Black patients receiving a heart transplant. This review describes diagnostic modalities that are available and used after transplant and the landscape of future investigations needed to enhance patient outcomes after heart transplantation.
Collapse
Affiliation(s)
- Jason F Goldberg
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA (J.F.G., C.R.d., P.S.)
- Department of Pediatrics, Inova L.J. Murphy Children's Hospital, Falls Church, VA (J.F.G.)
| | - Lauren K Truby
- Department of Medicine, University of Texas Southwestern, Dallas (L.K.T.)
| | - Sean Agbor-Enoh
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD (S.A.-E.)
- Applied Precision Genomics, National Heart, Lung and Blood Institute, Bethesda, MD (S.A.-E.)
| | - Annette M Jackson
- Department of Surgery, Duke University School of Medicine, Durham, NC (A.M.J.)
| | - Christopher R deFilippi
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA (J.F.G., C.R.d., P.S.)
| | - Kiran K Khush
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, CA (K.K.K.)
| | - Palak Shah
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA (J.F.G., C.R.d., P.S.)
| |
Collapse
|
11
|
Kramna D, Riedlova P, Jirik V. MicroRNAs as a Potential Biomarker in the Diagnosis of Cardiovascular Diseases. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1329. [PMID: 37512140 PMCID: PMC10386031 DOI: 10.3390/medicina59071329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/01/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023]
Abstract
Cardiovascular diseases (CVD) are the leading cause of death in most developed countries. MicroRNAs (miRNAs) are highly investigated molecules not only in CVD but also in other diseases. Several studies on miRNAs continue to reveal novel miRNAs that may play a role in CVD, in their pathogenesis in diagnosis or prognosis, but evidence for clinical implementation is still lacking. The aim of this study is to clarify the diagnostic potential of miRNAs in some CVDs.
Collapse
Affiliation(s)
- Dagmar Kramna
- Centre for Epidemiological Research, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic; (P.R.); (V.J.)
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic
| | - Petra Riedlova
- Centre for Epidemiological Research, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic; (P.R.); (V.J.)
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic
| | - Vitezslav Jirik
- Centre for Epidemiological Research, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic; (P.R.); (V.J.)
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 70103 Ostrava, Czech Republic
| |
Collapse
|
12
|
He M, Jin Q, Deng C, Fu W, Xu J, Xu L, Song Y, Wang R, Wang W, Wang L, Zhou W, Jing B, Chen Y, Gao T, Xie M, Zhang L. Amplification of Plasma MicroRNAs for Non-invasive Early Detection of Acute Rejection after Heart Transplantation With Ultrasound-Targeted Microbubble Destruction. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1647-1657. [PMID: 37120328 DOI: 10.1016/j.ultrasmedbio.2023.03.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/23/2023] [Accepted: 03/27/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE Acute rejection (AR) screening has always been the focus of patient management in the first several years after heart transplantation (HT). As potential biomarkers for the non-invasive diagnosis of AR, microRNAs (miRNAs) are limited by their low abundance and complex origin. Ultrasound-targeted microbubble destruction (UTMD) technique could temporarily alter vascular permeability through cavitation. We hypothesized that increasing the permeability of myocardial vessels might enhance the abundance of circulating AR-related miRNAs, thus enabling the non-invasive monitoring of AR. METHODS The Evans blue assay was applied to determine efficient UTMD parameters. Blood biochemistry and echocardiographic indicators were used to ensure the safety of the UTMD. AR of the HT model was constructed using Brown-Norway and Lewis rats. Grafted hearts were sonicated with UTMD on postoperative day (POD) 3. The polymerase chain reaction was used to identify upregulated miRNA biomarkers in graft tissues and their relative amounts in the blood. RESULTS Amounts of six kinds of plasma miRNA, including miR-142-3p, miR-181a-5p, miR-326-3p, miR-182, miR-155-5p and miR-223-3p, were 10.89 ± 1.36, 13.54 ± 2.15, 9.84 ± 0.70, 8.55 ± 2.00, 12.50 ± 3.96 and 11.02 ± 3.47 times higher in the UTMD group than those in the control group on POD 3. Plasma miRNA abundance in the allograft group without UTMD did not differ from that in the isograft group on POD 3. After FK506 treatment, no miRNAs increased in the plasma after UTMD. CONCLUSION UTMD can promote the transfer of AR-related miRNAs from grafted heart tissue to the blood, allowing non-invasive early detection of AR.
Collapse
Affiliation(s)
- Mengrong He
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Qiaofeng Jin
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Cheng Deng
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Wenpei Fu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Jia Xu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Lingling Xu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Yishu Song
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Rui Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Wenyuan Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Lufang Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Wuqi Zhou
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Boping Jing
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Yihan Chen
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Tang Gao
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Mingxing Xie
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China
| | - Li Zhang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China; Hubei Province Clinical Research Center for Medical Imaging, Wuhan, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan, China.
| |
Collapse
|
13
|
Abstract
Epigenetics has transformed our understanding of the molecular basis of complex diseases, including cardiovascular and metabolic disorders. This review offers a comprehensive overview of the current state of knowledge on epigenetic processes implicated in cardiovascular and metabolic diseases, highlighting the potential of DNA methylation as a precision medicine biomarker and examining the impact of social determinants of health, gut bacterial epigenomics, noncoding RNA, and epitranscriptomics on disease development and progression. We discuss challenges and barriers to advancing cardiometabolic epigenetics research, along with the opportunities for novel preventive strategies, targeted therapies, and personalized medicine approaches that may arise from a better understanding of epigenetic processes. Emerging technologies, such as single-cell sequencing and epigenetic editing, hold the potential to further enhance our ability to dissect the complex interplay between genetic, environmental, and lifestyle factors. To translate research findings into clinical practice, interdisciplinary collaborations, technical and ethical considerations, and accessibility of resources and knowledge are crucial. Ultimately, the field of epigenetics has the potential to revolutionize the way we approach cardiovascular and metabolic diseases, paving the way for precision medicine and personalized health care, and improving the lives of millions of individuals worldwide affected by these conditions.
Collapse
Affiliation(s)
- Andrea A Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, New York (A.A.B.)
| | - José Ordovás
- Jean Mayer US Department of Agriculture Human Nutrition Research Center on Aging, at Tufts University, Boston, MA (J.O.)
- IMDEA Food Institute, CEI UAM + CSIC, Madrid, Spain (J.O.)
- Consortium CIBERObn, Instituto de Salud Carlos III (ISCIII), Madrid, Spain (J.O.)
| |
Collapse
|
14
|
Kobashigawa J, Hall S, Shah P, Fine B, Halloran P, Jackson AM, Khush KK, Margulies KB, Sani MM, Patel JK, Patel N, Peyster E. The evolving use of biomarkers in heart transplantation: Consensus of an expert panel. Am J Transplant 2023; 23:727-735. [PMID: 36870390 PMCID: PMC10387364 DOI: 10.1016/j.ajt.2023.02.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 02/24/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023]
Abstract
In heart transplantation, the use of biomarkers to detect the risk of rejection has been evolving. In this setting, it is becoming less clear as to what is the most reliable test or combination of tests to detect rejection and assess the state of the alloimmune response. Therefore, a virtual expert panel was organized in heart and kidney transplantation to evaluate emerging diagnostics and how they may be best utilized to monitor and manage transplant patients. This manuscript covers the heart content of the conference and is a work product of the American Society of Transplantation's Thoracic and Critical Care Community of Practice. This paper reviews currently available and emerging diagnostic assays and defines the unmet needs for biomarkers in heart transplantation. Highlights of the in-depth discussions among conference participants that led to development of consensus statements are included. This conference should serve as a platform to further build consensus within the heart transplant community regarding the optimal framework to implement biomarkers into management protocols and to improve biomarker development, validation and clinical utility. Ultimately, these biomarkers and novel diagnostics should improve outcomes and optimize quality of life for our transplant patients.
Collapse
Affiliation(s)
- Jon Kobashigawa
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA.
| | - Shelley Hall
- Department of Cardiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Palak Shah
- Department of Cardiology, Inova Heart and Vascular Institute, Falls Church, Virginia, USA
| | - Barry Fine
- Department of Cardiology, Columbia University Irving Medical Center, New York, USA
| | - Phil Halloran
- Department of Medicine Division of Nephrology, University of Alberta, Edmonton, Canada
| | - Annette M Jackson
- Department of Surgery, Duke University, Durham, North Carolina, USA; Department of Immunology, Duke University, Durham, North Carolina, USA
| | - Kiran K Khush
- Department of Medicine, Stanford University, Stanford, California, USA
| | - Kenneth B Margulies
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Maryam Mojarrad Sani
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA
| | - Jignesh K Patel
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA
| | - Nikhil Patel
- Department of Cardiology, Cedars-Sinai Smidt Heart Institute, Los Angeles, California, USA
| | - Eliot Peyster
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| |
Collapse
|
15
|
Adedinsewo D, Hardway HD, Morales-Lara AC, Wieczorek MA, Johnson PW, Douglass EJ, Dangott BJ, Nakhleh RE, Narula T, Patel PC, Goswami RM, Lyle MA, Heckman AJ, Leoni-Moreno JC, Steidley DE, Arsanjani R, Hardaway B, Abbas M, Behfar A, Attia ZI, Lopez-Jimenez F, Noseworthy PA, Friedman P, Carter RE, Yamani M. Non-invasive detection of cardiac allograft rejection among heart transplant recipients using an electrocardiogram based deep learning model. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2023; 4:71-80. [PMID: 36974261 PMCID: PMC10039431 DOI: 10.1093/ehjdh/ztad001] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 12/08/2022] [Indexed: 01/15/2023]
Abstract
Aims Current non-invasive screening methods for cardiac allograft rejection have shown limited discrimination and are yet to be broadly integrated into heart transplant care. Given electrocardiogram (ECG) changes have been reported with severe cardiac allograft rejection, this study aimed to develop a deep-learning model, a form of artificial intelligence, to detect allograft rejection using the 12-lead ECG (AI-ECG). Methods and results Heart transplant recipients were identified across three Mayo Clinic sites between 1998 and 2021. Twelve-lead digital ECG data and endomyocardial biopsy results were extracted from medical records. Allograft rejection was defined as moderate or severe acute cellular rejection (ACR) based on International Society for Heart and Lung Transplantation guidelines. The extracted data (7590 unique ECG-biopsy pairs, belonging to 1427 patients) was partitioned into training (80%), validation (10%), and test sets (10%) such that each patient was included in only one partition. Model performance metrics were based on the test set (n = 140 patients; 758 ECG-biopsy pairs). The AI-ECG detected ACR with an area under the receiver operating curve (AUC) of 0.84 [95% confidence interval (CI): 0.78-0.90] and 95% (19/20; 95% CI: 75-100%) sensitivity. A prospective proof-of-concept screening study (n = 56; 97 ECG-biopsy pairs) showed the AI-ECG detected ACR with AUC = 0.78 (95% CI: 0.61-0.96) and 100% (2/2; 95% CI: 16-100%) sensitivity. Conclusion An AI-ECG model is effective for detection of moderate-to-severe ACR in heart transplant recipients. Our findings could improve transplant care by providing a rapid, non-invasive, and potentially remote screening option for cardiac allograft function.
Collapse
Affiliation(s)
- Demilade Adedinsewo
- Department of Cardiovascular Medicine, Division of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA
| | - Heather D Hardway
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Andrea Carolina Morales-Lara
- Department of Cardiovascular Medicine, Division of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA
| | - Mikolaj A Wieczorek
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Patrick W Johnson
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Erika J Douglass
- Department of Cardiovascular Medicine, Division of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA
| | - Bryan J Dangott
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Jacksonville, FL, USA
| | - Raouf E Nakhleh
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Jacksonville, FL, USA
| | - Tathagat Narula
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Parag C Patel
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Rohan M Goswami
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Melissa A Lyle
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA
| | - Alexander J Heckman
- Department of Cardiovascular Medicine, Division of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA
| | | | - D Eric Steidley
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA
| | - Reza Arsanjani
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA
| | - Brian Hardaway
- Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ, USA
| | - Mohsin Abbas
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Atta Behfar
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Zachi I Attia
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | | | | | - Paul Friedman
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Rickey E Carter
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Mohamad Yamani
- Department of Cardiovascular Medicine, Division of Cardiovascular Diseases, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL 32224, USA
| |
Collapse
|
16
|
Alpha-cardiac Actin Serum Expression Levels Detect Acute Cellular Rejection in Heart Transplant Patients. Transplantation 2023; 107:466-474. [PMID: 35939381 PMCID: PMC9875841 DOI: 10.1097/tp.0000000000004273] [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 Given the central role of sarcomeric dysfunction in cardiomyocyte biology and sarcomere alterations described in endomyocardial biopsies of transplant patients with rejection, we hypothesized that the serum expression levels of genes encoding sarcomeric proteins were altered in acute cellular rejection (ACR). The aim of this study is to identify altered sarcomere-related molecules in serum and to evaluate their diagnostic accuracy for detecting rejection episodes. METHODS Serum samples from transplant recipients undergoing routine endomyocardial biopsies were included in an RNA sequencing analysis (n = 40). Protein concentrations of alpha-cardiac actin were determined using a specific enzyme-linked immunoassay (n = 80). RESULTS We identified 17 sarcomeric genes differentially expressed in patients with clinically relevant rejection (grade ≥2R ACR). A receiver operating characteristic curve was done to assess their accuracy for ACR detection and found that 6 relevant actins, myosins, and other sarcomere-related genes showed great diagnostic capacity with an area under the curve (AUC) > 0.800. Specifically, the gene encoding alpha-cardiac actin ( ACTC1 ) showed the best results (AUC = 1.000, P < 0.0001). We determine ACTC1 protein levels in a larger patient cohort, corroborating its overexpression and obtaining a significant diagnostic capacity for clinically relevant rejection (AUC = 0.702, P < 0.05). CONCLUSIONS Sarcomeric alterations are reflected in peripheral blood of patients with allograft rejection. Because of their precision to detect ACR, we propose sarcomere ACTC1 serum expression levels as potential candidate for to be included in the development of molecular panel testing for noninvasive ACR detection.
Collapse
|
17
|
Saheera S. Multifaceted role of cardiovascular biomarkers. Indian Heart J 2023; 75:91-97. [PMID: 36736458 PMCID: PMC10123438 DOI: 10.1016/j.ihj.2023.01.011] [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: 10/06/2022] [Revised: 01/23/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
Cardiovascular diseases, a global health issue, claim the lives of many every year. Lifestyle changes and genetic predisposition are the key drivers for the development of CVDs. In many of the patients, the disease is detected at the end stage making heart transplantation the only treatment option. Hence every attempt should be made to identify the risk at an early stage and initiate preventive measures to improve the quality of their life. Biomarkers are one of the critical factors that aid in the early diagnosis of CVDs. More specific and highly sensitive biomarkers have been discovered lately and have been employed for prognosis and diagnosis of CVDs. The present review briefs about the various categories of cardiovascular biomarkers with emphasis on novel biomarkers and discusses the biomarkers employed for different purposes in CVDs. The biomarkers have also helped in identifying COVID-19 patients with increased risk for developing cardiovascular complications. Being non-invasive makes biomarkers advantageous over other methods for evaluating the pathophysiological status of CVDs.
Collapse
Affiliation(s)
- Sherin Saheera
- Department of Cardiovascular Medicine, University of Massachusetts Chan Medical School, Worcester, MA, 01655, USA.
| |
Collapse
|
18
|
Jiao Y, Zhang YH, Wang CY, Yu Y, Li YZ, Cui W, Li Q, Yu YH. MicroRNA-7a-5p ameliorates diabetic peripheral neuropathy by regulating VDAC1/JNK/c-JUN pathway. Diabet Med 2023; 40:e14890. [PMID: 35616949 DOI: 10.1111/dme.14890] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 05/04/2022] [Indexed: 12/24/2022]
Abstract
AIMS The pathogenesis of diabetic peripheral neuropathy (DPN) is complex, and its treatment is extremely challenging. MicroRNA-7a-5p (miR-7a-5p) has been widely reported to alleviate apoptosis and oxidative stress in various diseases. This study aimed to investigate the mechanism of miR-7a-5p in DPN. METHODS DPN cell model was constructed with high-glucose-induced RSC96 cells. Cell apoptosis and viability were detected by flow cytometry analysis and cell counting kit-8 (CCK-8) assay respectively. The apoptosis and Jun N-terminal kinase (JNK)/c-JUN signalling pathway-related proteins expression were detected by Western blotting. The intracellular calcium content and oxidative stress levels were detected by flow cytometry and reagent kits. Mitochondrial membrane potential was evaluated by tetrechloro-tetraethylbenzimidazol carbocyanine iodide (JC-1) staining. The targeting relationship between miR-7a-5p and voltage-dependent anion-selective channel protein 1 (VDAC1) was determined by RNA pull-down assay and dual-luciferase reporter gene assay. The streptozotocin (STZ) rat model was constructed to simulate DPN in vivo. The paw withdrawal mechanical threshold (PTW) was measured by Frey capillary line, and the motor nerve conduction velocity (MNCV) was measured by electromyography. RESULTS MiR-7a-5p expression was decreased, while VDAC1 expression was increased in HG-induced RSC96 cells and STZ rats. In HG-induced RSC96 cells, miR-7a-5p overexpression promoted cell proliferation, inhibited apoptosis, down-regulated calcium release, improved mitochondrial membrane potential and repressed oxidative stress response. MiR-7a-5p negatively regulated VDAC1 expression. VDAC1 knockdown improved cell proliferation activity, suppressed cell apoptosis and mitochondrial dysfunction by inhibiting JNK/c-JUN pathway activation. MiR-7a-5p overexpression raised PTW, restored MNCV and reduced oxidative stress levels and nerve cell apoptosis in STZ rats. CONCLUSION MiR-7a-5p overexpression ameliorated mitochondrial dysfunction and inhibited apoptosis in DPN by regulating VDAC1/JNK/c-JUN pathway.
Collapse
Affiliation(s)
- Yang Jiao
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Yue-Hua Zhang
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Chun-Yan Wang
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Yang Yu
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Yi-Ze Li
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Wei Cui
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Qing Li
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| | - Yong-Hao Yu
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Research Institute of Anesthesiology, Tianjin, China
| |
Collapse
|
19
|
Li C, Wang G. Liquid Biopsy, a Potential New Detection Method in Heart Allograft Rejection. Methods Mol Biol 2023; 2695:309-315. [PMID: 37450128 DOI: 10.1007/978-1-0716-3346-5_21] [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: 07/18/2023]
Abstract
Allografts rejection remains the most important reason causing allograft dysfunction in heart transplantation recipients. Currently, the golden standard for detecting graft rejection is endomyocardial biopsy (EMB). As a new noninvasive technique, liquid biopsy emerges along with the great developments of droplet-based digital PCR and the various optimizations of next-generation sequencing technologies, which is also cheaper than EMB. This review introduces several types of liquid biopsy and its application in heart transplantation.
Collapse
Affiliation(s)
- Chenghao Li
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guohua Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| |
Collapse
|
20
|
Wronska A. The Role of microRNA in the Development, Diagnosis, and Treatment of Cardiovascular Disease: Recent Developments. J Pharmacol Exp Ther 2023; 384:123-132. [PMID: 35779862 DOI: 10.1124/jpet.121.001152] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 05/12/2022] [Accepted: 05/13/2022] [Indexed: 01/13/2023] Open
Abstract
Since their discovery in 1993, microRNAs (miRNAs) have emerged as important regulators of many crucial cellular processes, and their dysregulation have been shown to contribute to multiple pathologic conditions, including cardiovascular disease (CVD). miRNAs have been found to regulate the expression of various genes involved in cardiac development and function and in the development and progression of CVD. Many miRNAs are master regulators fine-tuning the expression of multiple, often interrelated, genes involved in inflammation, apoptosis, fibrosis, senescence, and other processes crucial for the development of different forms of CVD. This article presents a review of recent developments in our understanding of the role of miRNAs in the development of CVD and surveys their potential applicability as therapeutic targets and biomarkers to facilitate CVD diagnosis, prognosis, and treatment. There are currently multiple potential miRNA-based therapeutic agents in different stages of development, which can be grouped into two classes: miRNA mimics (replicating the sequence and activity of their corresponding miRNAs) and antagomiRs (antisense inhibitors of specific miRNAs). However, in spite of promising preliminary data and our ever-increasing knowledge about the mechanisms of action of specific miRNAs, miRNA-based therapeutics and biomarkers have yet to be approved for clinical applications. SIGNIFICANCE STATEMENT: Over the last few years microRNAs have emerged as crucial, specific regulators of the cardiovascular system and in the development of cardiovascular disease, by posttranscriptional regulation of their target genes. The minireview presents the most recent developments in this area of research, including the progress in diagnostic and therapeutic applications of microRNAs. microRNAs seem very promising candidates for biomarkers and therapeutic agents, although some challenges, such as efficient delivery and unwanted effects, need to be resolved.
Collapse
Affiliation(s)
- Anetta Wronska
- Department of Physiology and Cellular Biophysics, Clyde and Helen Wu Center for Molecular Cardiology, Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| |
Collapse
|
21
|
Velleca A, Shullo MA, Dhital K, Azeka E, Colvin M, DePasquale E, Farrero M, García-Guereta L, Jamero G, Khush K, Lavee J, Pouch S, Patel J, Michaud CJ, Shullo M, Schubert S, Angelini A, Carlos L, Mirabet S, Patel J, Pham M, Urschel S, Kim KH, Miyamoto S, Chih S, Daly K, Grossi P, Jennings D, Kim IC, Lim HS, Miller T, Potena L, Velleca A, Eisen H, Bellumkonda L, Danziger-Isakov L, Dobbels F, Harkess M, Kim D, Lyster H, Peled Y, Reinhardt Z. The International Society for Heart and Lung Transplantation (ISHLT) Guidelines for the Care of Heart Transplant Recipients. J Heart Lung Transplant 2022; 42:e1-e141. [PMID: 37080658 DOI: 10.1016/j.healun.2022.10.015] [Citation(s) in RCA: 92] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
|
22
|
Velleca A, Shullo MA, Dhital K, Azeka E, Colvin M, DePasquale E, Farrero M, García-Guereta L, Jamero G, Khush K, Lavee J, Pouch S, Patel J, Michaud CJ, Shullo M, Schubert S, Angelini A, Carlos L, Mirabet S, Patel J, Pham M, Urschel S, Kim KH, Miyamoto S, Chih S, Daly K, Grossi P, Jennings D, Kim IC, Lim HS, Miller T, Potena L, Velleca A, Eisen H, Bellumkonda L, Danziger-Isakov L, Dobbels F, Harkess M, Kim D, Lyster H, Peled Y, Reinhardt Z. The International Society for Heart and Lung Transplantation (ISHLT) Guidelines for the Care of Heart Transplant Recipients. J Heart Lung Transplant 2022. [DOI: 10.1016/j.healun.2022.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
|
23
|
Shah P, Agbor-Enoh S, Bagchi P, deFilippi CR, Mercado A, Diao G, Morales DJ, Shah KB, Najjar SS, Feller E, Hsu S, Rodrigo ME, Lewsey SC, Jang MK, Marboe C, Berry GJ, Khush KK, Valantine HA. Circulating microRNAs in cellular and antibody-mediated heart transplant rejection. J Heart Lung Transplant 2022; 41:1401-1413. [PMID: 35872109 PMCID: PMC9529890 DOI: 10.1016/j.healun.2022.06.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 06/17/2022] [Accepted: 06/22/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Noninvasive monitoring of heart allograft health is important to improve clinical outcomes. MicroRNAs (miRs) are promising biomarkers of cardiovascular disease and limited studies suggest they can be used to noninvasively diagnose acute heart transplant rejection. METHODS The Genomic Research Alliance for Transplantation (GRAfT) is a multicenter prospective cohort study that phenotyped heart transplant patients from 5 mid-Atlantic centers. Patients who had no history of rejection after transplant were compared to patients with acute cellular rejection (ACR) or antibody-mediated rejection (AMR). Small RNA sequencing was performed on plasma samples collected at the time of an endomyocardial biopsy. Differential miR expression was performed with adjustment for clinical covariates. Regression was used to develop miR panels with high diagnostic accuracy for ACR and AMR. These panels were then validated in independent samples from GRAfT and Stanford University. Receiver operating characteristic curves were generated and area under the curve (AUC) statistics calculated. Distinct ACR and AMR clinical scores were developed to translate miR expression data for clinical use. RESULTS The GRAfT cohort had a median age of 52 years, with 35% females and 45% Black patients. Between GRAfT and Stanford, we included 157 heart transplant patients: 108 controls and 49 with rejection (50 ACR and 38 AMR episodes). After differential miR expression and regression analysis, we identified 12 miRs that accurately discriminate ACR and 17 miRs in AMR. Independent validation of the miR panels within GRAfT led to an ACR AUC 0.92 (95% confidence interval [CI]: 0.86-0.98) and AMR AUC 0.82 (95% CI: 0.74-0.90). The externally validated ACR AUC was 0.72 (95% CI: 0.59-0.82). We developed distinct ACR and AMR miR clinical scores (range 0-100), a score ≥ 65, identified ACR with 86% sensitivity, 76% specificity, and 98% negative predictive value, for AMR score performance was 82%, 84% and 97%, respectively. CONCLUSIONS We identified novel miRs that had excellent performance to noninvasively diagnose acute rejection after heart transplantation. Once rigorously validated, the unique clinical ACR and AMR scores usher in an era whereby genomic biomarkers can be used to screen and diagnose the subtype of rejection. These novel biomarkers may potentially alleviate the need for an endomyocardial biopsy while facilitating the initiation of targeted therapy based on the noninvasive diagnosis of ACR or AMR.
Collapse
Affiliation(s)
- Palak Shah
- Heart Failure, Mechanical Circulatory Support & Transplant, Inova Heart and Vascular Institute, Falls Church, Virginia; Genomic Research Alliance for Transplantation (GRAfT), Bethesda, Maryland.
| | - Sean Agbor-Enoh
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, Maryland; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland; Applied Precision Genomics, National Heart, Lung and Blood Institute, Bethesda, Maryland
| | - Pramita Bagchi
- Volgenau School of Engineering, George Mason University, Fairfax, Virginia
| | | | - Angela Mercado
- Heart Failure, Mechanical Circulatory Support & Transplant, Inova Heart and Vascular Institute, Falls Church, Virginia
| | - Gouqing Diao
- Milken Institute School of Public Health, The George Washington University, Washington, District of Columbia
| | - Dave Jp Morales
- Heart Failure & Transplantation, Stanford University, Palo Alto, California
| | - Keyur B Shah
- The Pauley Heart Center, Virginia Commonwealth University, Richmond, Virginia
| | - Samer S Najjar
- Advanced Heart Failure Program, Medstar Heart and Vascular Institute, Washington Hospital Center, Washington, District of Columbia
| | - Erika Feller
- Heart Failure & Transplantation, University of Maryland, Baltimore, Maryland
| | - Steven Hsu
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Maria E Rodrigo
- The Pauley Heart Center, Virginia Commonwealth University, Richmond, Virginia
| | - Sabra C Lewsey
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Moon Kyoo Jang
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, Maryland; Applied Precision Genomics, National Heart, Lung and Blood Institute, Bethesda, Maryland
| | - Charles Marboe
- Department of Pathology, New York Presbyterian University Hospital of Cornell and Columbia, New York, New York, New York
| | - Gerald J Berry
- Stanford University School of Medicine, Palo Alto, California
| | - Kiran K Khush
- Stanford University School of Medicine, Palo Alto, California
| | - Hannah A Valantine
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, Maryland; Stanford University School of Medicine, Palo Alto, California
| |
Collapse
|
24
|
Zhu XH, Han LX, Zhang RJ, Zhang P, Chen FG, Yu J, Luo H, Han XW. The functional activity of donor kidneys is negatively regulated by microribonucleic acid-451 in different perfusion methods to inhibit adenosine triphosphate metabolism and the proliferation of HK2 cells. Bioengineered 2022; 13:12706-12717. [PMID: 35603466 PMCID: PMC9275911 DOI: 10.1080/21655979.2022.2068739] [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: 11/02/2022] Open
Abstract
This study explored the regulation of different perfusion methods on ischemia-reperfusion injury in donor kidneys. In this study, renal cortical/medullary tissue specimens were collected from porcine kidneys donors using different perfusion methods at various time points. Hematoxylin and eosin (H&E) staining was used to test the histological differences. Differentially expressed micro-ribonucleic acids (miRNAs) were identified by miRNA transcriptome sequencing. Reverse transcription-polymerase chain reaction (RT-PCR) tests were used to verify the changes in miRNAs in the kidney tissue taken from different perfusion groups. The related signaling pathways and the changes in the cell functions of different perfusion groups were analyzed by Kyoto Encyclopedia of Genes and Genomes (KEGG) /Gene Ontology (GO) bioinformatics analyses. The effects of miRNA overexpression on the metabolism and proliferation of HK2 cells were detected by ATP kit and MTT assay. The H&E staining results showed that there were essentially no differences in the tissue samples among different perfusion groups at and before 12 h compared with a control group. The quantitative PCR results revealed that there was essentially no change in the expression of ssc-miR-451, ssc-miR-1285, and ssc-miR-486 in the cis infusion or joint infusion kidney groups, and their expression was significantly down-regulated over time in the trans-infusion kidney group. The bioinformatics analysis showed that the cellular component, molecular function, and biological processes of the kidney tissue, which had been perfused using three methods, had been consistently affected. The most significant changes after perfusion occurred in the intracellular metabolism signaling pathways. Furthermore, the energy metabolism and proliferation of the HK2 cells were significantly inhibited after the overexpression of miR-451. Specific miRNA markers, such as miR-451, may play a negative regulatory role in cell metabolism following the perfusion of kidney transplants using different methods.
Collapse
Affiliation(s)
- Xu-Hui Zhu
- Department of Urology, Beijing Chao-yang Hospital, Capital Medical University, Beijing, PR China
| | - Long-Xi Han
- Department of Urology, Beijing Chao-yang Hospital, Capital Medical University, Beijing, PR China
| | - Rong-Jie Zhang
- Department of Urology, Beijing Chao-yang Hospital, Capital Medical University, Beijing, PR China
| | - Peng Zhang
- Department of Urology, Beijing Chao-yang Hospital, Capital Medical University, Beijing, PR China
| | - Fu-Gang Chen
- Department of General Surgery, Guizhou Provincial Staff Hospital, Guiyang PR China
| | - Jia Yu
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang PR China
- The Key Laboratory of Chemistry for Natural Products, Guizhou Province and Chinese Academy of Science, Guiyang PR China
| | - Heng Luo
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang PR China
- The Key Laboratory of Chemistry for Natural Products, Guizhou Province and Chinese Academy of Science, Guiyang PR China
| | - Xiu-Wu Han
- Department of Urology, Beijing Chao-yang Hospital, Capital Medical University, Beijing, PR China
| |
Collapse
|
25
|
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies. Nat Med 2022; 28:575-582. [PMID: 35314822 DOI: 10.1038/s41591-022-01709-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 01/19/2022] [Indexed: 02/07/2023]
Abstract
Endomyocardial biopsy (EMB) screening represents the standard of care for detecting allograft rejections after heart transplant. Manual interpretation of EMBs is affected by substantial interobserver and intraobserver variability, which often leads to inappropriate treatment with immunosuppressive drugs, unnecessary follow-up biopsies and poor transplant outcomes. Here we present a deep learning-based artificial intelligence (AI) system for automated assessment of gigapixel whole-slide images obtained from EMBs, which simultaneously addresses detection, subtyping and grading of allograft rejection. To assess model performance, we curated a large dataset from the United States, as well as independent test cohorts from Turkey and Switzerland, which includes large-scale variability across populations, sample preparations and slide scanning instrumentation. The model detects allograft rejection with an area under the receiver operating characteristic curve (AUC) of 0.962; assesses the cellular and antibody-mediated rejection type with AUCs of 0.958 and 0.874, respectively; detects Quilty B lesions, benign mimics of rejection, with an AUC of 0.939; and differentiates between low-grade and high-grade rejections with an AUC of 0.833. In a human reader study, the AI system showed non-inferior performance to conventional assessment and reduced interobserver variability and assessment time. This robust evaluation of cardiac allograft rejection paves the way for clinical trials to establish the efficacy of AI-assisted EMB assessment and its potential for improving heart transplant outcomes.
Collapse
|
26
|
Novel Soluble Mediators of Innate Immune System Activation in Solid Allograft Rejection. Transplantation 2022; 106:500-509. [PMID: 34049364 DOI: 10.1097/tp.0000000000003834] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
During the past years, solid allograft rejection has been considered the consequence of either cellular- or antibody-mediated reaction both being part of the adaptive immune response, whereas the role of innate immunity has been mostly considered less relevant. Recently, a large body of evidence suggested that the innate immune response and its soluble mediators may play a more important role during solid allograft rejection than originally thought. This review will highlight the role of novel soluble mediators that are involved in the activation of innate immunity during alloimmune response and solid allograft rejection. We will also discuss emerging strategies to alleviate the aforementioned events. Hence, novel, feasible, and safe clinical therapies are needed to prevent allograft loss in solid organ transplantation. Fully understanding the role of soluble mediators of innate immune system activation may help to mitigate solid allograft rejection and improve transplanted recipients' outcomes.
Collapse
|
27
|
Graft-derived Cell-free DNA: Twilight Years of the Endomyocardial Biopsy? Transplantation 2022; 106:451-452. [PMID: 33654000 DOI: 10.1097/tp.0000000000003726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
28
|
Graft-derived Cell-free DNA as a Noninvasive Biomarker of Cardiac Allograft Rejection: A Cohort Study on Clinical Validity and Confounding Factors. Transplantation 2022; 106:615-622. [PMID: 33653997 DOI: 10.1097/tp.0000000000003725] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Circulating graft-derived cell-free DNA (dd-cfDNA) is a new marker of cardiac allograft damage that is used for noninvasive rejection diagnostics. We performed dd-cfDNA (%) in heart transplant recipients during the first posttransplant year. METHODS In 87 patients, serial dd-cfDNA determination at predefined time-points was performed in 770 single samples. dd-cfDNA fraction (%) was measured using an established universal droplet digital polymerase chain reaction method, providing same-day turn-around. Rejection was diagnosed according to clinical parameters and biopsies. RESULTS Median dd-cfDNA (%) was high (5.36%) immediately after reperfusion and decreased to a median (interquartile range) of 0.10% (0.05%-0.24%) in clinically stable patients by postoperative day 10. Compared to dd-cfDNA (%) samples in clinically stable patients, values were higher (P < 0.001) in biopsy-proven rejection ISHLT 1R (0.42% [0.15%-0.53%]) and 2R rejection (0.84% [0.39%-0.97%]). Moreover, dd-cfDNA (%) was already significantly increased 9-30 days before biopsy-proven rejection (0.36% [0.20%-0.61%]). An as yet unknown finding was a slightly, but significantly (P < 0.0001) higher dd-cfDNA (%) value in samples of stable patients with pericardial effusions (PEs) (n = 94; 0.18% [0.07%-0.30%]) compared to samples of non-PE patients (n = 132; 0.07% [0.04%-0.17%]). Using a cutoff of 0.35%, sensitivity and specificity of dd-cfDNA for cardiac rejection were 0.76 and 0.83 (area under the curve [AUC] ROC-curve: 0.81 [95% confidence interval, 0.73-0.89]). Omitting PE samples from the control group yielded an AUC of 0.86 [95% confidence interval, 0.76-0.95]. Samples drawn <12 hours after endomyocardial biopsy showed high (0.40% [0.15%-1.21%]) dd-cfDNA values, also in ISHLT0R (0.36% [0.10%-0.60%]). CONCLUSIONS dd-cfDNA plasma values were significantly associated with cardiac rejection. However, PE or improper sampling (eg, shortly after biopsy) should be considered as confounders for rejection diagnoses using dd-cfDNA.
Collapse
|
29
|
Qian X, Shah P, Agbor-Enoh S. Noninvasive biomarkers in heart transplant: 2020-2021 year in review. Curr Opin Organ Transplant 2022; 27:7-14. [PMID: 34939959 PMCID: PMC8711631 DOI: 10.1097/mot.0000000000000945] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
PURPOSE OF REVIEW Endomyocardial biopsy (EMB), the current gold standard for cardiac allograft monitoring is invasive, may have a low sensitivity and is associated with significant variability in histopathologic interpretation. Fortunately, on-going research is identifying noninvasive biomarkers that address some of these limitations. This review provides an update on noninvasive blood-based methods for rejection surveillance and diagnosis in heart transplantation. RECENT FINDINGS Recent studies highlight good test performance to detect acute rejection for donor-derived cell-free DNA (dd-cfDNA) and microRNAs (miR). dd-cfDNA is sensitive, nonspecific, and has a high negative predictive value for acute cellular and antibody-mediated rejection. Clinical utility trials are being planned to test its role as a rule-out test for acute rejection as compared to the EMB. miRs may have an added advantage as it may phenotype the subtypes of rejection alleviating the need for an EMB or permitting the initiation of targeted therapy while awaiting the results of the EMB. SUMMARY In this review, we discuss recent advances in the field of noninvasive biomarkers to detect allograft rejection after heart transplant. We provide a perspective of additional studies needed to prove their clinical utility and bring these biomarkers to widescale clinical use.
Collapse
Affiliation(s)
- Xiaoxiao Qian
- Cardiovascular Medicine, Inova Heart and Vascular Institute, Falls Church VA
| | - Palak Shah
- Heart Failure, MCS and Transplant, Inova Heart and Vascular Institute, Falls Church VA
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
| | - Sean Agbor-Enoh
- Genomic Research Alliance for Transplantation (GRAfT), Bethesda, MD
- Laboratory of Applied Precision Omics, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, MD
- Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| |
Collapse
|
30
|
Ba R, Geffard E, Douillard V, Simon F, Mesnard L, Vince N, Gourraud PA, Limou S. Surfing the Big Data Wave: Omics Data Challenges in Transplantation. Transplantation 2022; 106:e114-e125. [PMID: 34889882 DOI: 10.1097/tp.0000000000003992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
In both research and care, patients, caregivers, and researchers are facing a leap forward in the quantity of data that are available for analysis and interpretation, marking the daunting "big data era." In the biomedical field, this quantitative shift refers mostly to the -omics that permit measuring and analyzing biological features of the same type as a whole. Omics studies have greatly impacted transplantation research and highlighted their potential to better understand transplant outcomes. Some studies have emphasized the contribution of omics in developing personalized therapies to avoid graft loss. However, integrating omics data remains challenging in terms of analytical processes. These data come from multiple sources. Consequently, they may contain biases and systematic errors that can be mistaken for relevant biological information. Normalization methods and batch effects have been developed to tackle issues related to data quality and homogeneity. In addition, imputation methods handle data missingness. Importantly, the transplantation field represents a unique analytical context as the biological statistical unit is the donor-recipient pair, which brings additional complexity to the omics analyses. Strategies such as combined risk scores between 2 genomes taking into account genetic ancestry are emerging to better understand graft mechanisms and refine biological interpretations. The future omics will be based on integrative biology, considering the analysis of the system as a whole and no longer the study of a single characteristic. In this review, we summarize omics studies advances in transplantation and address the most challenging analytical issues regarding these approaches.
Collapse
Affiliation(s)
- Rokhaya Ba
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Département Informatique et Mathématiques, Ecole Centrale de Nantes, Nantes, France
| | - Estelle Geffard
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Venceslas Douillard
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Françoise Simon
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Mount Sinai School of Medicine, New York, NY
| | - Laurent Mesnard
- Urgences Néphrologiques et Transplantation Rénale, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Paris, France
- Sorbonne Université, Paris, France
| | - Nicolas Vince
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Pierre-Antoine Gourraud
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Sophie Limou
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Département Informatique et Mathématiques, Ecole Centrale de Nantes, Nantes, France
| |
Collapse
|
31
|
Mandujano-Tinoco EA, González-García F, Salgado RM, Abarca-Buis RF, Sanchez-Lopez JM, Carranza-Castro PH, Padilla L, Krötzsch E. miR-31, miR-155, and miR-221 expression profiles and their association with graft skin tolerance in a syngeneic vs. allogeneic murine skin transplantation model. J Burn Care Res 2022; 43:1160-1169. [PMID: 35018433 DOI: 10.1093/jbcr/irac003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Grafting is the gold standard for the treatment of severe skin burns. Frequently, allogeneic tissue is the only transient option for wound coverage, but their use risks damage to surrounding tissues. MicroRNAs have been associated with acute rejection of different tissues/organs. In this study, we analyzed the expression of miR-31, miR-155, and miR-221 and associate it with graft tolerance or rejection using a murine full-thickness skin transplantation model. Recipient animals for the syngeneic and allogeneic groups were BALB/c and C57BL/6 mice, respectively; donor tissues were obtained from BALB/c mice. After 7 days post-transplantation (DPT), the recipient skin and grafts in the syngeneic group maintained most of their structural characteristics and transforming growth factor (TGF)β1 and TGFβ3 expression. Allografts were rejected early (Banff grades II and IV at 3 and 7 DPT, respectively), showing damage to the skin architecture and alteration of TGFβ3 distribution. miRNAs skin expression changed in both mouse strains; miR-31 expression increased in the recipient skin of syngeneic grafts relative to that of allogeneic grafts at 3 and 7 DPT (p < 0.05 and p < 0.01, respectively); miR-221 expression increased in the same grafts at 7 DPT (p < 0.05). The only significant difference between donor tissues was observed for miR-155 expression at 7 DPT which was associated with necrotic tissue. Only miR-31 and miR-221 levels were increased in the blood of BALB/c mice that received syngeneic grafts after 7 DPT. Our data suggest that local and systemic miR-31 and miR-221 overexpression are associated with graft tolerance.
Collapse
Affiliation(s)
- Edna Ayerim Mandujano-Tinoco
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención a Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Mexico City, Mexico
| | - Francisco González-García
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención a Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Mexico City, Mexico
| | - Rosa M Salgado
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención a Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Mexico City, Mexico
| | - René Fernando Abarca-Buis
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención a Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Mexico City, Mexico
| | | | | | - Luis Padilla
- Department of Experimental Surgery, Centro Médico Nacional "20 de Noviembre", ISSSTE, Mexico City, Mexico
| | - Edgar Krötzsch
- Laboratory of Connective Tissue, Centro Nacional de Investigación y Atención a Quemados, Instituto Nacional de Rehabilitación "Luis Guillermo Ibarra Ibarra", Mexico City, Mexico
| |
Collapse
|
32
|
Pérez-Carrillo L, Sánchez-Lázaro I, Triviño JC, Feijóo-Bandín S, Lago F, González-Juanatey JR, Martínez-Dolz L, Portolés M, Tarazón E, Roselló-Lletí E. Diagnostic value of serum miR-144-3p for the detection of acute cellular rejection in heart transplant patients. J Heart Lung Transplant 2021; 41:137-147. [PMID: 34895840 DOI: 10.1016/j.healun.2021.10.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 09/22/2021] [Accepted: 10/03/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The development of noninvasive approaches for the early diagnosis of acute cellular rejection (ACR), an important complication of cardiac transplantation, is of great importance in clinical practice. We conducted a nontargeted transcriptomic study focused on identifying serum miRNAs to evaluate their diagnostic accuracy for detecting rejection episodes. METHODS We included consecutive serum samples from transplant recipients undergoing routine endomyocardial biopsies. In the discovery phase (n = 40), an RNA sequencing analysis (Illumina HiSeq 2500 sequencer) was performed. We focused on the validation of miR-144-3p in a larger patient cohort (n = 212), selected based on the criteria of higher accuracy for ACR detection. ACR was assessed according to the International Society for Heart and Lung Transplantation. RESULTS In the discovery phase, 26 altered miRNAs were identified as potential markers for detecting ACR. miR-144-3p showed the best results, it was the only molecule with an AUC greater than 0.95 to detect Grade ≥2R ACR and it showed significant differences in its levels when we compared Grade 1R ACR with the nonrejection group. In the validation phase, we confirmed this finding, and it had an excellent diagnostic capacity for clinically relevant rejection (Grade ≥2R AUC = 0.801, p < 0.0001), detecting mild rejection (Grade 1R AUC = 0.631, p < 0.01) and was an independent predictor for the presence of ACR (odds ratio of 14.538, p < 0.01). CONCLUSIONS ACR is associated with the differential expression of specific serum miRNAs that correlate with the severity of the episode. Circulating miR-144-3p is a candidate noninvasive ACR biomarker that could contribute to improving the surveillance of cardiac transplanted patients.
Collapse
Affiliation(s)
- Lorena Pérez-Carrillo
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain
| | - Ignacio Sánchez-Lázaro
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain; Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | | | - Sandra Feijóo-Bandín
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain; and CIBERCV, Madrid, Spain
| | - Francisca Lago
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain; and CIBERCV, Madrid, Spain
| | - José Ramón González-Juanatey
- Cellular and Molecular Cardiology Research Unit, Department of Cardiology and Institute of Biomedical Research, University Clinical Hospital, Santiago de Compostela, Spain; and CIBERCV, Madrid, Spain
| | - Luis Martínez-Dolz
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain; Heart Failure and Transplantation Unit, Cardiology Department, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Manuel Portolés
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain
| | - Estefanía Tarazón
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain
| | - Esther Roselló-Lletí
- Myocardial Dysfunction and Cardiac Transplantation Unit, Health Research Institute Hospital La Fe (IIS La Fe), Valencia, CIBERCV, Madrid, Spain.
| |
Collapse
|
33
|
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.
Collapse
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
| |
Collapse
|
34
|
Ortiz-Bautista C, Fernández-Avilés F, Delgado Jiménez JF. Serum biomarkers of acute rejection: Towards precision medicine in heart transplant. J Heart Lung Transplant 2021; 40:1090-1097. [PMID: 34330605 DOI: 10.1016/j.healun.2021.07.002] [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: 03/17/2021] [Revised: 05/31/2021] [Accepted: 07/02/2021] [Indexed: 11/25/2022] Open
Abstract
Despite the important changes in the management of heart transplantation in the recent decades, the use of endomyocardial biopsy is still necessary for the follow-up of these patients. However, this technique has several limitations, the most important being the substantial interobserver variability. In the last years multiple attempts have been made to find non-invasive assays for cardiac allograft surveillance, such as imaging modalities and serum biomarkers. This state-of-the-art review focuses on describing the different serum biomarkers that have been proposed for non-invasive diagnosis of acute rejection and that are paving the way towards precision medicine in the field of heart transplantation.
Collapse
Affiliation(s)
- Carlos Ortiz-Bautista
- Servicio de Cardiología, Instituto de Investigación Sanitaria Gregorio Marañón (Ii+GM), Hospital General Universitario Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, CIBERCV, Madrid, Spain.
| | - Francisco Fernández-Avilés
- Servicio de Cardiología, Instituto de Investigación Sanitaria Gregorio Marañón (Ii+GM), Hospital General Universitario Gregorio Marañón, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, CIBERCV, Madrid, Spain; Facultad de Medicina, Universidad Complutense, Madrid, Spain
| | - Juan F Delgado Jiménez
- Centro de Investigación Biomédica en Red en Enfermedades Cardiovasculares, CIBERCV, Madrid, Spain; Facultad de Medicina, Universidad Complutense, Madrid, Spain; Servicio de Cardiología, Instituto de Investigación Sanitaria 12 de Octubre (i+12), Hospital Universitario 12 de Octubre, Madrid, Spain
| |
Collapse
|
35
|
Abstract
PURPOSE OF REVIEW In kidney transplantation, microRNAs (miRNAs) have been extensively studied over the past decade, and panels of differentially expressed miRNAs have been identified from various body fluids/tissues, including blood, plasma, urine, or allograft biopsies, and in various conditions, such as acute T-cell-mediated and antibody-mediated rejections, chronic allograft rejection, interstitial fibrosis and tubular atrophy, acute tubular necrosis or BKV nephropathy. RECENT FINDINGS This review outlines our current knowledge regarding the complexity of miRNA regulation in fine-tuning expression of two-thirds of the human genome and the potential of miRNAs as biomarkers, based on an increasing number of case--control studies with, however, no evidence of short-term clinical development. Instead, a progressive change in study objectives is reported, with the most recent literature using miRNA-targeted genes as entry points for studying disease pathways. SUMMARY Our nascent understanding of their presumed roles in alloimmunity suggests that miRNAs are key regulators in many allograft injuries. Future directions should investigate how the integration of miRNAs with other layers of molecular data, such as genomic, transcriptomic, or proteomic data, could help to characterize the cellular interactions involved in allograft rejection and whether miRNA-based therapy could be of relevance for transplant medicine.
Collapse
|
36
|
MicroRNA Expression Changes in Kidney Transplant: Diagnostic Efficacy of miR-150-5p as Potential Rejection Biomarker, Pilot Study. J Clin Med 2021; 10:jcm10132748. [PMID: 34206682 PMCID: PMC8268834 DOI: 10.3390/jcm10132748] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/13/2021] [Accepted: 06/17/2021] [Indexed: 12/14/2022] Open
Abstract
Background: The kidney allograft biopsy is considered the gold standard for rejection diagnosis but is invasive and could be indeterminate. Several publications point to the role of miRNA expression in suggesting its involvement in the acceptance or rejection of organ transplantation. This study aimed to analyze microRNAs involved in the differentiation and activation of B and T lymphocytes from kidney transplant (KT) patients’ peripheral blood leukocytes to be used as biomarkers of acute renal rejection (AR). Methods: A total of 15 KT patients with and without acute rejection (AR/NAR) were analyzed and quantified by miRNA PCR array. A total of 84 miRNAs related to lymphocyte differentiation and activation B and T were studied. The functions and biological pathways were analyzed to predict the potential targets of differential expressed miRNAs. Results: Six miRNA were increased in the AR group (miR-191-5p, miR-223-3p, miR-346, miR-423-5p, miR-574-3p, and miR-181d) and miR-150-5p was increased in the NAR group. In silico studies showed a total of 2603 target genes for the increased miRNAs in AR, while for the decrease miRNA, a total of 1107 target-potential genes were found. Conclusions: Our results show that KT with AR shows a decrease in miR-150-5p expression compared to NAR, suggesting that the decrease in miR-150-5p could be related to an increased MBD6 whose deregulation could have clinical consequences.
Collapse
|
37
|
Tomasi R, Tariq M, Hübner M, Strauss G, Längin M, Zeuzem-Lampert C, Vandewiele S, Kreth S, Abicht JM. T-Cell Response in a Cardiac Xenotransplant Model. EXP CLIN TRANSPLANT 2021; 19:708-716. [PMID: 34085920 DOI: 10.6002/ect.2020.0359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Despite the advances in preclinical cardiac xenotransplantation, the immune reactions caused by species differences are not fully understood. Hyperacute rejection can now be avoided using genetically engineered donor organs, but cellmediated rejection by the adaptive immune response has not been addressed successfully. Here we investigated the initial human pan-T-cell reaction using a pig-human blood working heart model. MATERIALS AND METHODS Porcine wild-type hearts (n = 7) were perfused with human blood in a biventricular working heart system for 3 hours. As control, blood from the same human donors was circulated without a pig heart. Pan-T cells were selectively extracted from blood taken before and at the end of the perfusion cycle. The relative mRNA expression of selected target genes (real-time quantitative polymerase chain reaction) and the expression of microRNAs were determined. RESULTS After xenogeneic organ perfusion, there was a moderate upregulation of several CD4+ marker cytokines (interleukin 2, interleukin 4, interferon γ) compared with control. We found a distinct increase in the mRNA expression of granzyme B and perforin, key markers of cytotoxic T cells. No differences in the marker genes of regulatory T cells were evident. Levels of the anti-inflammatory microRNAs miR-16 and miR-93 were significantly higher in the xenoperfused group than in the control group. CONCLUSIONS This study demonstrated that contact of human blood with pig endothelium activates cytotoxic T cells within the first few hours, indicating acute rejection processes. This is accompanied by upregulation of anti-inflammatory microRNAs, which may represent compensatory anti-inflammatory mechanisms.
Collapse
Affiliation(s)
- Roland Tomasi
- From the Department of Anesthesiology, University Hospital, Ludwig-Maximilians-University of Munich, Munich, Germany.,From the Walter-Brendel Center of Experimental Medicine, Faculty of Medicine, Ludwig-Maximilians-University of Munich, Munich, Germany
| | | | | | | | | | | | | | | | | |
Collapse
|
38
|
Kennel PJ, Yahi A, Naka Y, Mancini DM, Marboe CC, Max K, Akat K, Tuschl T, Vasilescu EM, Zorn E, Tatonetti NP, Schulze PC. Longitudinal profiling of circulating miRNA during cardiac allograft rejection: a proof-of-concept study. ESC Heart Fail 2021; 8:1840-1849. [PMID: 33713567 PMCID: PMC8120386 DOI: 10.1002/ehf2.13238] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 01/09/2021] [Accepted: 01/19/2021] [Indexed: 12/30/2022] Open
Abstract
AIMS Allograft rejection following heart transplantation (HTx) is a serious complication even in the era of modern immunosuppressive regimens and causes up to a third of early deaths after HTx. Allograft rejection is mediated by a cascade of immune mechanisms leading to acute cellular rejection (ACR) and/or antibody-mediated rejection (AMR). The gold standard for monitoring allograft rejection is invasive endomyocardial biopsy that exposes patients to complications. Little is known about the potential of circulating miRNAs as biomarkers to detect cardiac allograft rejection. We here present a systematic analysis of circulating miRNAs as biomarkers and predictors for allograft rejection after HTx using next-generation small RNA sequencing. METHODS AND RESULTS We used next-generation small RNA sequencing to investigate circulating miRNAs among HTx recipients (10 healthy controls, 10 heart failure patients, 13 ACR, and 10 AMR). MiRNA profiling was performed at different time points before, during, and after resolution of the rejection episode. We found three miRNAs with significantly increased serum levels in patients with biopsy-proven cardiac rejection when compared with patients without rejection: hsa-miR-139-5p, hsa-miR-151a-5p, and hsa-miR-186-5p. We identified miRNAs that may serve as potential predictors for the subsequent development of ACR: hsa-miR-29c-3p (ACR) and hsa-miR-486-5p (AMR). Overall, hsa-miR-486-5p was most strongly associated with acute rejection episodes. CONCLUSIONS Monitoring cardiac allograft rejection using circulating miRNAs might represent an alternative strategy to invasive endomyocardial biopsy.
Collapse
Affiliation(s)
- Peter J. Kennel
- Division of Cardiology, Department of MedicineColumbia UniversityNew YorkNYUSA
- Department of Medicine I, Division of CardiologyUniversity Hospital of Friedrich Schiller University JenaAm Klinikum 1Jena07747Germany
| | - Alexandre Yahi
- Department of Biomedical InformaticsColumbia UniversityNew YorkNYUSA
- Department of Systems BiologyColumbia UniversityNew YorkNYUSA
- Department of MedicineColumbia UniversityNew YorkNYUSA
| | | | | | - Charles C. Marboe
- Department of Pathology and Cell BiologyColumbia UniversityNew YorkNYUSA
| | - Klaas Max
- Laboratory of RNA Molecular BiologyRockefeller UniversityNew YorkNYUSA
| | - Kemal Akat
- Laboratory of RNA Molecular BiologyRockefeller UniversityNew YorkNYUSA
| | - Thomas Tuschl
- Laboratory of RNA Molecular BiologyRockefeller UniversityNew YorkNYUSA
| | | | - Emmanuel Zorn
- Columbia Center for Translational ImmunologyColumbia UniversityNew YorkNYUSA
| | - Nicholas P. Tatonetti
- Department of Biomedical InformaticsColumbia UniversityNew YorkNYUSA
- Department of Systems BiologyColumbia UniversityNew YorkNYUSA
- Department of MedicineColumbia UniversityNew YorkNYUSA
| | - Paul Christian Schulze
- Department of Medicine I, Division of CardiologyUniversity Hospital of Friedrich Schiller University JenaAm Klinikum 1Jena07747Germany
| |
Collapse
|
39
|
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.
Collapse
|
40
|
Sharma D, Subramaniam G, Sharma N, Sharma P. Cell-free DNA in the surveillance of heart transplant rejection. Indian J Thorac Cardiovasc Surg 2021; 37:257-264. [PMID: 33967413 PMCID: PMC8079572 DOI: 10.1007/s12055-020-01130-9] [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: 09/12/2020] [Revised: 12/22/2020] [Accepted: 12/23/2020] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Circulating cell-free deoxyribonucleic acid (cfDNA) is promptly materializing as a highly useful tool for the surveillance of solid-organ transplant rejection. Donor-specific fraction (DF) cfDNA is a potential marker of selective donor organ injury. It is emerging as a promising analytical target in the near future. The aim of this systematic review is to throw light on the importance of cfDNA and future perspective in detecting acute rejection in heart transplantation. METHODS An exhaustive search was carried out for this review article on the basis of literature available including scientific databases of PubMed, Embase, and ClinicalTrials.gov. The search engines were systematically explored using the search terms "cell free DNA," "Heart transplant," and "Rejection" from inception until August 2020, and narrative analysis was accomplished. Majority of the studies described endomyocardial biopsy-proven acute rejection as reference standard. RESULTS After initial screening of 331 articles, 11 studies were included and discussed in detail in the present review article. Majority of the studies showed prospective designs. A firm correlation was noted between acute rejection (identified on endomyocardial biopsy) and cfDNA levels by most of the studies. CONCLUSIONS cfDNA is a promising tool to replace repeated biopsies to detect rejection. The development in the area of digital droplet polymerase chain reaction and massive parallel sequencing, along with the overall reduction in cost of sequencing with its automation, has helped establish its role in the transplant population.
Collapse
Affiliation(s)
- Dhruva Sharma
- Department of Cardiothoracic and Vascular Surgery, SMS Medical College & Attached Hospitals, J L N Marg, Jaipur, Rajasthan 302001 India
| | - Ganapathy Subramaniam
- Institute of Heart and Lung Transplant and Mechanical Circulatory Support, MGM Healthcare, No. 72, Nelson Manickam Road, Aminjikarai, Chennai, Tamil Nadu 600029 India
| | - Neha Sharma
- Department of Pharmacology, SMS Medical College & Attached Hospitals, J L N Marg, Jaipur, Rajasthan 302001 India
| | - Preksha Sharma
- Department of Anatomy, SMS Medical College & Attached Hospitals, J L N Marg, Jaipur, Rajasthan 302001 India
| |
Collapse
|
41
|
Abstract
The need for non-invasive biomarkers for diagnostic, prognostic, and therapeutic purposes is increasingly being recognized in the field of heart transplantation. MicroRNAs are a class of novel biomarkers that control gene expression and influence cellular functions, including differentiation, proliferation and functional regulation of the immune system. They can be detected in the serum, plasma, and urine, and may serve as early noninvasive biomarkers for various disease processes. Despite significant advances in heart transplantation, challenges remain in the short and long term with early graft injury and dysfunction, both cellular and antibody mediated rejection, infections of varying types and severity, and cardiac allograft vasculopathy, which require an interventional approach for diagnosis and management. In this article, we review the current knowledge on the role of microRNAs in heart transplantation and its related complications, and discuss their potential impact in future strategies to manage heart transplantation.
Collapse
|
42
|
Novák J, Macháčková T, Krejčí J, Bienertová-Vašků J, Slabý O. MicroRNAs as theranostic markers in cardiac allograft transplantation: from murine models to clinical practice. Theranostics 2021; 11:6058-6073. [PMID: 33897899 PMCID: PMC8058726 DOI: 10.7150/thno.56327] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 03/21/2021] [Indexed: 12/11/2022] Open
Abstract
Congestive heart failure affects about 23 million people worldwide, and cardiac allograft transplantation remains one of the last options for patients with terminal refractory heart failure. Besides the infectious or oncological complications, the prognosis of patients after heart transplantation is affected by acute cellular or antibody-mediated rejection and allograft vasculopathy development. Current monitoring of both conditions requires the performance of invasive procedures (endomyocardial biopsy sampling and coronary angiography or optical coherence tomography, respectively) that are costly, time-demanding, and non-comfortable for the patient. Within this narrative review, we focus on the potential pathophysiological and clinical roles of microRNAs (miRNAs, miRs) in the field of cardiac allograft transplantation. Firstly, we provide a general introduction about the status of cardiac allograft function monitoring and the discovery of miRNAs as post-transcriptional regulators of gene expression and clinically relevant biomarkers found in the extracellular fluid. After this general introduction, information from animal and human studies are summarized to underline the importance of miRNAs both in the pathophysiology of the rejection process, the possibility of its modulation by altering miRNAs levels, and last but not least, about the use of miRNAs in the clinical practice to diagnose or predict the rejection occurrence.
Collapse
Affiliation(s)
- Jan Novák
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Kamenice 5-A18, 625 00, Brno, Czech Republic
- Second Department of Internal Medicine, St. Anne's University Hospital and Faculty of Medicine, Masaryk University, Pekařská 53, 65691, Brno, Czech Republic
- Central European Institute of Technology, Masaryk University, Kamenice 5-A35, 625 00, Brno, Czech Republic
| | - Táňa Macháčková
- Central European Institute of Technology, Masaryk University, Kamenice 5-A35, 625 00, Brno, Czech Republic
| | - Jan Krejčí
- Department of Cardiovascular Diseases, St. Anne's University Hospital and Faculty of Medicine, Masaryk University, Pekařská 53, 65691, Brno, Czech Republic
| | - Julie Bienertová-Vašků
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Kamenice 5-A18, 625 00, Brno, Czech Republic
- RECETOX, Faculty of Sciences, Masaryk University, Kamenice 5-A29, 625 00, Brno, Czech Republic
| | - Ondřej Slabý
- Central European Institute of Technology, Masaryk University, Kamenice 5-A35, 625 00, Brno, Czech Republic
- Department of Biology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| |
Collapse
|
43
|
Deng MC. The evolution of patient-specific precision biomarkers to guide personalized heart-transplant care. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2021; 6:51-63. [PMID: 33768160 DOI: 10.1080/23808993.2021.1840273] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Introduction In parallel to the clinical maturation of heart transplantation over the last 50 years, rejection testing has been revolutionized within the systems biology paradigm triggered by the Human Genome Project. Areas Covered We have co-developed the first FDA-cleared diagnostic and prognostic leukocyte gene expression profiling biomarker test in transplantation medicine that gained international evidence-based medicine guideline acceptance to rule out moderate/severe acute cellular cardiac allograft rejection without invasive endomyocardial biopsies. This work prompted molecular re-classification of intragraft biology, culminating in the identification of a pattern of intragraft myocyte injury, in addition to acute cellular rejection and antibody-mediated rejection. This insight stimulated research into non-invasive detection of myocardial allograft injury. The addition of a donor-organ specific myocardial injury marker based on donor-derived cell-free DNA further strengthens the non-invasive monitoring concept, combining the clinical use of two complementary non-invasive blood-based measures, host immune activity-related risk of acute rejection as well as cardiac allograft injury. Expert Opinion This novel complementary non-invasive heart transplant monitoring strategy based on leukocyte gene expression profiling and donor-derived cell-free DNA that incorporates longitudinal variability measures provides an exciting novel algorithm of heart transplant allograft monitoring. This algorithm's clinical utility will need to be tested in an appropriately designed randomized clinical trial which is in preparation.
Collapse
Affiliation(s)
- Mario C Deng
- Advanced Heart Failure/Mechanical Support/Heart Transplant, David Geffen School of Medicine at UCLA, Ronald Reagan UCLA Medical Center, 100 Medical Plaza Drive, Suite 630, Los Angeles, CA 90095
| |
Collapse
|
44
|
Heydarzadeh S, Ranjbar M, Karimi F, Seif F, Alivand MR. Overview of host miRNA properties and their association with epigenetics, long non-coding RNAs, and Xeno-infectious factors. Cell Biosci 2021; 11:43. [PMID: 33632341 PMCID: PMC7905430 DOI: 10.1186/s13578-021-00552-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 02/06/2021] [Indexed: 12/19/2022] Open
Abstract
MicroRNA-derived structures play impressive roles in various biological processes. So dysregulation of miRNAs can lead to different human diseases. Recent studies have extended our comprehension of the control of miRNA function and features. Here, we overview some remarkable miRNA properties that have potential implications for the miRNA functions, including different variants of a miRNA called isomiRs, miRNA arm selection/arm switching, and the effect of these factors on miRNA target selection. Besides, we review some aspects of miRNA interactions such as the interaction between epigenetics and miRNA (different miRNAs and their related processing enzymes are epigenetically regulated by multiple DNA methylation enzymes. moreover, DNA methylation could be controlled by diverse mechanisms related to miRNAs), direct and indirect crosstalk between miRNA and lnc (Long Non-Coding) RNAs as a further approach to conduct intercellular regulation called "competing endogenous RNA" (ceRNA) that is involved in the pathogenesis of different diseases, and the interaction of miRNA activities and some Xeno-infectious (virus/bacteria/parasite) factors, which result in modulation of the pathogenesis of infections. This review provides some related studies to a better understanding of miRNA involvement mechanisms and overcoming the complexity of related diseases that may be applicable and useful to prognostic, diagnostic, therapeutic purposes and personalized medicine in the future.
Collapse
Affiliation(s)
- Samaneh Heydarzadeh
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Maryam Ranjbar
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farokh Karimi
- Department of Biotechnology, Faculty of Science, University of Maragheh, Maragheh, Iran
| | - Farhad Seif
- Department of Immunology and Allergy, Academic Center for Education, Culture, and Research (ACECR), Tehran, Iran
- Neuroscience Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Alivand
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
45
|
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.
Collapse
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
| |
Collapse
|
46
|
Zhuo DX, Ginder K, Hardin EA. Markers of Immune Function in Heart Transplantation: Implications for Immunosuppression and Screening for Rejection. Curr Heart Fail Rep 2021; 18:33-40. [PMID: 33400150 DOI: 10.1007/s11897-020-00499-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/22/2020] [Indexed: 10/22/2022]
Abstract
PURPOSE OF REVIEW Recent developments in high-throughput DNA and RNA sequencing technologies have facilitated the development of noninvasive assays to monitor heart transplant rejection. In this review, we summarize existing assays employed for the surveillance of allograft rejection, as well as promising future directions for such tests in the molecular biology field. RECENT FINDINGS The AlloMap genome expression profiling assay remains the only noninvasive test for rejection surveillance and is incorporated into the International Society of Heart and Lung Transplantation guidelines. Other efforts have focused on messenger RNA (mRNA), microRNA (miRNA), and donor-derived cell-free DNA (dd-cfDNA) as potential viable biomarkers. Mitochondrial pathways in allograft necroptosis and inflammation signaling may represent a novel direction for future research endeavors. Although endomyocardial biopsy remains the gold standard, several converging areas of molecular biology could soon yield successful alternative methods of heart transplant rejection monitoring, with the distinct advantage of avoiding procedural complications.
Collapse
Affiliation(s)
- David X Zhuo
- Fellow, Advanced Heart Failure and Transplant Cardiology, Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390-9047, USA
| | - Katie Ginder
- Nurse Practitioner, Advanced Heart Failure, Transplant, LVAD, Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - E Ashley Hardin
- Internal Medicine, Advanced Heart Failure and Transplant Cardiology, Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, 5959 Harry Hines Boulevard, Ste #HP.8.110, Dallas, TX, 75390-9047, USA.
| |
Collapse
|
47
|
[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.
Collapse
|
48
|
Yang L, Wei C, Li Y, He X, He M. miR-224 is an early-stage biomarker of hepatocellular carcinoma with miR-224 and miR-125b as prognostic biomarkers. Biomark Med 2020; 14:1485-1500. [PMID: 33155836 DOI: 10.2217/bmm-2020-0099] [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] [Indexed: 02/08/2023] Open
Abstract
Aim: The aim was to systematically investigate the miRNA biomarkers for early diagnosis of hepatocellular carcinoma (HCC). Materials & methods: A systematic review and meta-analysis of miRNA expression in HCC were performed. Results: A total of 4903 cases from 30 original studies were comprehensively analyzed. The sensitivity and specificity of miR-224 in discriminating early-stage HCC patients from benign lesion patients were 0.868 and 0.792, which were superior to α-fetoprotein. Combined miR-224 with α-fetoprotein, the sensitivity and specificity were increased to 0.882 and 0.808. Prognostic survival analysis showed low expression of miR-125b and high expression of miR-224 were associated with poor prognosis. Conclusion: miR-224 had a prominent diagnostic efficiency in early-stage HCC, with miR-224 and miR-125b being valuable in the prognostic diagnosis.
Collapse
Affiliation(s)
- Lichao Yang
- School of Public Health, Guangxi Medical University, Nanning 530021, China
| | - Chunmeng Wei
- Nanning Municipal Center for Disease Control & Prevention, Nanning 530021, China
| | - Yasi Li
- College of Global Public Health, New York University, NY 10003, USA
| | - Xiao He
- School of Public Health, Guilin Medical School, Guilin 541100, China
| | - Min He
- School of Public Health, Guangxi Medical University, Nanning 530021, China.,Key Laboratory of High-Incidence Tumor Prevention & Treatment (Guangxi Medical University), Ministry of Education, Nanning 530021, China.,Laboratory Animal Center, Guangxi Medical University, Nanning 530021, China
| |
Collapse
|
49
|
Antibody-medicated rejection after heart transplantation: diagnosis and clinical implications. Curr Opin Organ Transplant 2020; 25:248-254. [PMID: 32304428 DOI: 10.1097/mot.0000000000000754] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
PURPOSE OF REVIEW The present article will review the diagnosis of antibody-mediated rejection in heart transplant recipients and further explore the clinical implications. RECENT FINDINGS Improved diagnostic techniques have led to increased recognition of antibody-mediated rejection and better understanding of the long-term consequences in heart transplant recipients. Endomyocardial biopsy remains the gold standard for the diagnosis of antibody-medicated ejection; however, several advances in molecular testing have emerged, including the use of gene expression profiling, messenger RNA, and microRNA. Routine surveillance of donor-specific antibodies identifies recipients at high risk for graft compromise. Additionally, new monoclonal antibody therapies have broadened our repertoire in the treatment of rejection. SUMMARY Advances in molecular testing for antibody-mediated rejection may improve the associated long-term complication, while minimizing risk to the patient.
Collapse
|
50
|
Chih S, McDonald M, Dipchand A, Kim D, Ducharme A, Kaan A, Abbey S, Toma M, Anderson K, Davey R, Mielniczuk L, Campbell P, Zieroth S, Bourgault C, Badiwala M, Clarke B, Belanger E, Carrier M, Conway J, Doucette K, Giannetti N, Isaac D, MacArthur R, Senechal M. Canadian Cardiovascular Society/Canadian Cardiac Transplant Network Position Statement on Heart Transplantation: Patient Eligibility, Selection, and Post-Transplantation Care. Can J Cardiol 2020; 36:335-356. [PMID: 32145863 DOI: 10.1016/j.cjca.2019.12.025] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 12/16/2019] [Accepted: 12/17/2019] [Indexed: 12/17/2022] Open
Abstract
Significant practice-changing developments have occurred in the care of heart transplantation candidates and recipients over the past decade. This Canadian Cardiovascular Society/Canadian Cardiac Transplant Network Position Statement provides evidence-based, expert panel recommendations with values and preferences, and practical tips on: (1) patient selection criteria; (2) selected patient populations; and (3) post transplantation surveillance. The recommendations were developed through systematic review of the literature and using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system. The evolving areas of importance addressed include transplant recipient age, frailty assessment, pulmonary hypertension evaluation, cannabis use, combined heart and other solid organ transplantation, adult congenital heart disease, cardiac amyloidosis, high sensitization, and post-transplantation management of antibodies to human leukocyte antigen, rejection, cardiac allograft vasculopathy, and long-term noncardiac care. Attention is also given to Canadian-specific management strategies including the prioritization of highly sensitized transplant candidates (status 4S) and heart organ allocation algorithms. The focus topics in this position statement highlight the increased complexity of patients who undergo evaluation for heart transplantation as well as improved patient selection, and advances in post-transplantation management and surveillance that have led to better long-term outcomes for heart transplant recipients.
Collapse
Affiliation(s)
- Sharon Chih
- University of Ottawa Heart Institute, Ottawa, Ontario, Canada.
| | - Michael McDonald
- Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
| | - Anne Dipchand
- Labatt Family Heart Centre, Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Daniel Kim
- University of Alberta, Edmonton, Alberta, Canada
| | - Anique Ducharme
- Institut de Cardiologie de Montréal, Université de Montréal, Montréal, Québec, Canada
| | | | - Susan Abbey
- Centre for Mental Health, University Health Network and Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Mustafa Toma
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Kim Anderson
- Halifax Infirmary, Department of Medicine-Cardiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Ryan Davey
- University of Western Ontario, London, Ontario, Canada
| | - Lisa Mielniczuk
- University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | | | | | - Christine Bourgault
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, Québec
| | - Mitesh Badiwala
- Peter Munk Cardiac Centre, University Health Network and Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Michel Carrier
- Department of Surgery, Montreal Heart Institute, Université de Montréal, Montreal, Quebec, Canada
| | - Jennifer Conway
- Stollery Children's Hospital, University of Alberta, Edmonton, Alberta, Canada
| | | | | | - Debra Isaac
- University of Calgary, Calgary, Alberta, Canada
| | | | - Mario Senechal
- Institut Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Université Laval, Laval, Québec, Canada
| |
Collapse
|