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An extracellular vesicle epitope profile is associated with acute myocardial infarction
The current standard biomarker for myocardial infarction (MI) is high‐sensitive troponin. Although powerful in clinical setting, search for new markers is warranted as early diagnosis of MI is associated with improved outcomes. Extracellular vesicles (EVs) attracted considerable interest as new bloo...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7520329/ https://www.ncbi.nlm.nih.gov/pubmed/32666618 http://dx.doi.org/10.1111/jcmm.15594 |
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author | Burrello, Jacopo Bolis, Sara Balbi, Carolina Burrello, Alessio Provasi, Elena Caporali, Elena Gauthier, Lorenzo Grazioli Peirone, Andrea D'Ascenzo, Fabrizio Monticone, Silvia Barile, Lucio Vassalli, Giuseppe |
author_facet | Burrello, Jacopo Bolis, Sara Balbi, Carolina Burrello, Alessio Provasi, Elena Caporali, Elena Gauthier, Lorenzo Grazioli Peirone, Andrea D'Ascenzo, Fabrizio Monticone, Silvia Barile, Lucio Vassalli, Giuseppe |
author_sort | Burrello, Jacopo |
collection | PubMed |
description | The current standard biomarker for myocardial infarction (MI) is high‐sensitive troponin. Although powerful in clinical setting, search for new markers is warranted as early diagnosis of MI is associated with improved outcomes. Extracellular vesicles (EVs) attracted considerable interest as new blood biomarkers. A training cohort used for diagnostic modelling included 30 patients with STEMI, 38 with stable angina (SA) and 30 matched‐controls. Extracellular vesicle concentration was assessed by nanoparticle tracking analysis. Extracellular vesicle surface‐epitopes were measured by flow cytometry. Diagnostic models were developed using machine learning algorithms and validated on an independent cohort of 80 patients. Serum EV concentration from STEMI patients was increased as compared to controls and SA. EV levels of CD62P, CD42a, CD41b, CD31 and CD40 increased in STEMI, and to a lesser extent in SA patients. An aggregate marker including EV concentration and CD62P/CD42a levels achieved non‐inferiority to troponin, discriminating STEMI from controls (AUC = 0.969). A random forest model based on EV biomarkers discriminated the two groups with 100% accuracy. EV markers and RF model confirmed high diagnostic performance at validation. In conclusion, patients with acute MI or SA exhibit characteristic EV biomarker profiles. EV biomarkers hold great potential as early markers for the management of patients with MI. |
format | Online Article Text |
id | pubmed-7520329 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75203292020-09-30 An extracellular vesicle epitope profile is associated with acute myocardial infarction Burrello, Jacopo Bolis, Sara Balbi, Carolina Burrello, Alessio Provasi, Elena Caporali, Elena Gauthier, Lorenzo Grazioli Peirone, Andrea D'Ascenzo, Fabrizio Monticone, Silvia Barile, Lucio Vassalli, Giuseppe J Cell Mol Med Original Articles The current standard biomarker for myocardial infarction (MI) is high‐sensitive troponin. Although powerful in clinical setting, search for new markers is warranted as early diagnosis of MI is associated with improved outcomes. Extracellular vesicles (EVs) attracted considerable interest as new blood biomarkers. A training cohort used for diagnostic modelling included 30 patients with STEMI, 38 with stable angina (SA) and 30 matched‐controls. Extracellular vesicle concentration was assessed by nanoparticle tracking analysis. Extracellular vesicle surface‐epitopes were measured by flow cytometry. Diagnostic models were developed using machine learning algorithms and validated on an independent cohort of 80 patients. Serum EV concentration from STEMI patients was increased as compared to controls and SA. EV levels of CD62P, CD42a, CD41b, CD31 and CD40 increased in STEMI, and to a lesser extent in SA patients. An aggregate marker including EV concentration and CD62P/CD42a levels achieved non‐inferiority to troponin, discriminating STEMI from controls (AUC = 0.969). A random forest model based on EV biomarkers discriminated the two groups with 100% accuracy. EV markers and RF model confirmed high diagnostic performance at validation. In conclusion, patients with acute MI or SA exhibit characteristic EV biomarker profiles. EV biomarkers hold great potential as early markers for the management of patients with MI. John Wiley and Sons Inc. 2020-07-14 2020-09 /pmc/articles/PMC7520329/ /pubmed/32666618 http://dx.doi.org/10.1111/jcmm.15594 Text en © 2020 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Burrello, Jacopo Bolis, Sara Balbi, Carolina Burrello, Alessio Provasi, Elena Caporali, Elena Gauthier, Lorenzo Grazioli Peirone, Andrea D'Ascenzo, Fabrizio Monticone, Silvia Barile, Lucio Vassalli, Giuseppe An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title | An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title_full | An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title_fullStr | An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title_full_unstemmed | An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title_short | An extracellular vesicle epitope profile is associated with acute myocardial infarction |
title_sort | extracellular vesicle epitope profile is associated with acute myocardial infarction |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7520329/ https://www.ncbi.nlm.nih.gov/pubmed/32666618 http://dx.doi.org/10.1111/jcmm.15594 |
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