PMID- 32665078 OWN - NLM STAT- MEDLINE DCOM- 20210831 LR - 20210831 IS - 1557-3117 (Electronic) IS - 1053-2498 (Linking) VI - 39 IP - 10 DP - 2020 Oct TI - Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant. PG - 1136-1148 LID - S1053-2498(20)31610-7 [pii] LID - 10.1016/j.healun.2020.06.011 [doi] AB - BACKGROUND: Circulating extracellular vesicles (EVs) are raising considerable interest as a non-invasive diagnostic tool, as they are easily detectable in biologic fluids and contain a specific set of nucleic acids, proteins, and lipids reflecting pathophysiologic conditions. We aimed to investigate differences in plasma-derived EV surface protein profiles as a biomarker to be used in combination with endomyocardial biopsies (EMBs) for the diagnosis of allograft rejection. METHODS: Plasma was collected from 90 patients (53 training cohort, 37 validation cohort) before EMB. EV concentration was assessed by nanoparticle tracking analysis. EV surface antigens were measured using a multiplex flow cytometry assay composed of 37 fluorescently labeled capture bead populations coated with specific antibodies directed against respective EV surface epitopes. RESULTS: The concentration of EVs was significantly increased and their diameter decreased in patients undergoing rejection as compared with negative ones. The trend was highly significant for both antibody-mediated rejection and acute cellular rejection (p < 0.001). Among EV surface markers, CD3, CD2, ROR1, SSEA-4, human leukocyte antigen (HLA)-I, and CD41b were identified as discriminants between controls and acute cellular rejection, whereas HLA-II, CD326, CD19, CD25, CD20, ROR1, SSEA-4, HLA-I, and CD41b discriminated controls from patients with antibody-mediated rejection. Receiver operating characteristics curves confirmed a reliable diagnostic performance for each single marker (area under the curve range, 0.727-0.939). According to differential EV-marker expression, a diagnostic model was built and validated in an external cohort of patients. Our model was able to distinguish patients undergoing rejection from those without rejection. The accuracy at validation in an independent external cohort reached 86.5%. Its application for patient management has the potential to reduce the number of EMBs. Further studies in a higher number of patients are required to validate this approach for clinical purposes. CONCLUSIONS: Circulating EVs are highly promising as a new tool to characterize cardiac allograft rejection and to be complementary to EMB monitoring. CI - Copyright (c) 2020 International Society for Heart and Lung Transplantation. Published by Elsevier Inc. All rights reserved. FAU - Castellani, Chiara AU - Castellani C AD - Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. FAU - Burrello, Jacopo AU - Burrello J AD - Laboratory of Cellular and Molecular Cardiology and Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, Lugano, Switzerland. FAU - Fedrigo, Marny AU - Fedrigo M AD - Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. FAU - Burrello, Alessio AU - Burrello A AD - Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Bologna, Italy. FAU - Bolis, Sara AU - Bolis S AD - Laboratory of Cellular and Molecular Cardiology and Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, Lugano, Switzerland. FAU - Di Silvestre, Dario AU - Di Silvestre D AD - Proteomics and Metabolomic Laboratory, ITB-CNR, Segrate, Italy. FAU - Tona, Francesco AU - Tona F AD - Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy. FAU - Bottio, Tomaso AU - Bottio T AD - Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy. FAU - Biemmi, Vanessa AU - Biemmi V AD - Laboratory of Cellular and Molecular Cardiology and Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, Lugano, Switzerland; Faculty of Biomedical Sciences, Universita Svizzera Italiana, Lugano, Switzerland. FAU - Toscano, Giuseppe AU - Toscano G AD - Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy. FAU - Gerosa, Gino AU - Gerosa G AD - Division of Cardiac Surgery, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy. FAU - Thiene, Gaetano AU - Thiene G AD - Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. FAU - Basso, Cristina AU - Basso C AD - Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. FAU - Longnus, Sarah L AU - Longnus SL AD - Department of Cardiovascular Surgery, Inselspital, Bern University Hospital, Bern, Switzerland. FAU - Vassalli, Giuseppe AU - Vassalli G AD - Laboratory of Cellular and Molecular Cardiology and Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, Lugano, Switzerland; Faculty of Biomedical Sciences, Universita Svizzera Italiana, Lugano, Switzerland. FAU - Angelini, Annalisa AU - Angelini A AD - Cardiovascular Pathology and Pathological Anatomy, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy. Electronic address: annalisa.angelini@unipd.it. FAU - Barile, Lucio AU - Barile L AD - Laboratory of Cellular and Molecular Cardiology and Laboratory for Cardiovascular Theranostics, Cardiocentro Ticino Foundation, Lugano, Switzerland; Faculty of Biomedical Sciences, Universita Svizzera Italiana, Lugano, Switzerland; Institute of Life Science, Scuola Superiore Sant'Anna, Pisa, Italy. Electronic address: lucio.barile@cardiocentro.org. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20200620 PL - United States TA - J Heart Lung Transplant JT - The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation JID - 9102703 RN - 0 (Biomarkers) SB - IM MH - Adult MH - Aged MH - Allografts MH - Biomarkers/blood MH - Biopsy MH - Extracellular Vesicles/*metabolism MH - Female MH - Flow Cytometry MH - Graft Rejection/*blood/diagnosis MH - Heart Transplantation/*adverse effects MH - Humans MH - Male MH - Middle Aged MH - ROC Curve OTO - NOTNLM OT - allograft rejection OT - biomarker OT - extracellular vesicles OT - heart transplant OT - machine learning EDAT- 2020/07/16 06:00 MHDA- 2021/09/01 06:00 CRDT- 2020/07/16 06:00 PHST- 2020/03/23 00:00 [received] PHST- 2020/06/02 00:00 [revised] PHST- 2020/06/16 00:00 [accepted] PHST- 2020/07/16 06:00 [pubmed] PHST- 2021/09/01 06:00 [medline] PHST- 2020/07/16 06:00 [entrez] AID - S1053-2498(20)31610-7 [pii] AID - 10.1016/j.healun.2020.06.011 [doi] PST - ppublish SO - J Heart Lung Transplant. 2020 Oct;39(10):1136-1148. doi: 10.1016/j.healun.2020.06.011. Epub 2020 Jun 20.