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Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction
Heart failure (HF) remains a main cause of mortality worldwide. Risk stratification of patients with systolic chronic HF is critical to identify those who may benefit from advanced HF therapies. The aim of this study is to identify plasmatic proteins that could predict the early death (within 3 year...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6914779/ https://www.ncbi.nlm.nih.gov/pubmed/31844116 http://dx.doi.org/10.1038/s41598-019-55727-1 |
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author | Cuvelliez, Marie Vandewalle, Vincent Brunin, Maxime Beseme, Olivia Hulot, Audrey de Groote, Pascal Amouyel, Philippe Bauters, Christophe Marot, Guillemette Pinet, Florence |
author_facet | Cuvelliez, Marie Vandewalle, Vincent Brunin, Maxime Beseme, Olivia Hulot, Audrey de Groote, Pascal Amouyel, Philippe Bauters, Christophe Marot, Guillemette Pinet, Florence |
author_sort | Cuvelliez, Marie |
collection | PubMed |
description | Heart failure (HF) remains a main cause of mortality worldwide. Risk stratification of patients with systolic chronic HF is critical to identify those who may benefit from advanced HF therapies. The aim of this study is to identify plasmatic proteins that could predict the early death (within 3 years) of HF patients with reduced ejection fraction hospitalized in CHRU de Lille. The subproteome targeted by an aptamer-based technology, the Slow Off-rate Modified Aptamer (SOMA) scan assay of 1310 proteins, was profiled in blood samples from 168 HF patients, and 203 proteins were significantly modulated between patients who died of cardiovascular death and patients who were alive after 3 years of HF evaluation (Wilcoxon test, FDR 5%). A molecular network was built using these 203 proteins, and the resulting network contained 2281 molecules assigned to 34 clusters annotated to biological pathways by Gene Ontology. This network model highlighted extracellular matrix organization as the main mechanism involved in early death in HF patients. In parallel, an adaptive Least Absolute Shrinkage and Selection Operator (LASSO) was performed on these 203 proteins, and six proteins were selected as candidates to predict early death in HF patients: complement C3, cathepsin S and F107B were decreased and MAPK5, MMP1 and MMP7 increased in patients who died of cardiovascular causes compared with patients living 3 years after HF evaluation. This proteomic signature of 6 circulating plasma proteins allows the identification of systolic HF patients with a risk of early death. |
format | Online Article Text |
id | pubmed-6914779 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-69147792019-12-18 Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction Cuvelliez, Marie Vandewalle, Vincent Brunin, Maxime Beseme, Olivia Hulot, Audrey de Groote, Pascal Amouyel, Philippe Bauters, Christophe Marot, Guillemette Pinet, Florence Sci Rep Article Heart failure (HF) remains a main cause of mortality worldwide. Risk stratification of patients with systolic chronic HF is critical to identify those who may benefit from advanced HF therapies. The aim of this study is to identify plasmatic proteins that could predict the early death (within 3 years) of HF patients with reduced ejection fraction hospitalized in CHRU de Lille. The subproteome targeted by an aptamer-based technology, the Slow Off-rate Modified Aptamer (SOMA) scan assay of 1310 proteins, was profiled in blood samples from 168 HF patients, and 203 proteins were significantly modulated between patients who died of cardiovascular death and patients who were alive after 3 years of HF evaluation (Wilcoxon test, FDR 5%). A molecular network was built using these 203 proteins, and the resulting network contained 2281 molecules assigned to 34 clusters annotated to biological pathways by Gene Ontology. This network model highlighted extracellular matrix organization as the main mechanism involved in early death in HF patients. In parallel, an adaptive Least Absolute Shrinkage and Selection Operator (LASSO) was performed on these 203 proteins, and six proteins were selected as candidates to predict early death in HF patients: complement C3, cathepsin S and F107B were decreased and MAPK5, MMP1 and MMP7 increased in patients who died of cardiovascular causes compared with patients living 3 years after HF evaluation. This proteomic signature of 6 circulating plasma proteins allows the identification of systolic HF patients with a risk of early death. Nature Publishing Group UK 2019-12-16 /pmc/articles/PMC6914779/ /pubmed/31844116 http://dx.doi.org/10.1038/s41598-019-55727-1 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cuvelliez, Marie Vandewalle, Vincent Brunin, Maxime Beseme, Olivia Hulot, Audrey de Groote, Pascal Amouyel, Philippe Bauters, Christophe Marot, Guillemette Pinet, Florence Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title | Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title_full | Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title_fullStr | Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title_full_unstemmed | Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title_short | Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
title_sort | circulating proteomic signature of early death in heart failure patients with reduced ejection fraction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6914779/ https://www.ncbi.nlm.nih.gov/pubmed/31844116 http://dx.doi.org/10.1038/s41598-019-55727-1 |
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