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A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure
AIMS: Heart failure (HF) is frequently caused by an ischaemic event (e.g. myocardial infarction) but might also be caused by a primary disease of the myocardium (cardiomyopathy). In order to identify targeted therapies specific for either ischaemic or non‐ischaemic HF, it is important to better unde...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319432/ https://www.ncbi.nlm.nih.gov/pubmed/32243695 http://dx.doi.org/10.1002/ejhf.1811 |
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author | Sama, Iziah E. Woolley, Rebecca J. Nauta, Jan F. Romaine, Simon P.R. Tromp, Jasper ter Maaten, Jozine M. van der Meer, Peter Lam, Carolyn S.P. Samani, Nilesh J. Ng, Leong L. Metra, Marco Dickstein, Kenneth Anker, Stefan D. Zannad, Faiez Lang, Chim C. Cleland, John G.F. van Veldhuisen, Dirk J. Hillege, Hans L. Voors, Adriaan A. |
author_facet | Sama, Iziah E. Woolley, Rebecca J. Nauta, Jan F. Romaine, Simon P.R. Tromp, Jasper ter Maaten, Jozine M. van der Meer, Peter Lam, Carolyn S.P. Samani, Nilesh J. Ng, Leong L. Metra, Marco Dickstein, Kenneth Anker, Stefan D. Zannad, Faiez Lang, Chim C. Cleland, John G.F. van Veldhuisen, Dirk J. Hillege, Hans L. Voors, Adriaan A. |
author_sort | Sama, Iziah E. |
collection | PubMed |
description | AIMS: Heart failure (HF) is frequently caused by an ischaemic event (e.g. myocardial infarction) but might also be caused by a primary disease of the myocardium (cardiomyopathy). In order to identify targeted therapies specific for either ischaemic or non‐ischaemic HF, it is important to better understand differences in underlying molecular mechanisms. METHODS AND RESULTS: We performed a biological physical protein–protein interaction network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic HF. First, differentially expressed plasma protein biomarkers were identified in 1160 patients enrolled in the BIOSTAT‐CHF study, 715 of whom had ischaemic HF and 445 had non‐ischaemic HF. Second, we constructed an enriched physical protein–protein interaction network, followed by a pathway over‐representation analysis. Finally, we identified key network proteins. Data were validated in an independent HF cohort comprised of 765 ischaemic and 100 non‐ischaemic HF patients. We found 21/92 proteins to be up‐regulated and 2/92 down‐regulated in ischaemic relative to non‐ischaemic HF patients. An enriched network of 18 proteins that were specific for ischaemic heart disease yielded six pathways, which are related to inflammation, endothelial dysfunction superoxide production, coagulation, and atherosclerosis. We identified five key network proteins: acid phosphatase 5, epidermal growth factor receptor, insulin‐like growth factor binding protein‐1, plasminogen activator urokinase receptor, and secreted phosphoprotein 1. Similar results were observed in the independent validation cohort. CONCLUSIONS: Pathophysiological pathways distinguishing patients with ischaemic HF from those with non‐ischaemic HF were related to inflammation, endothelial dysfunction superoxide production, coagulation, and atherosclerosis. The five key pathway proteins identified are potential treatment targets specifically for patients with ischaemic HF. |
format | Online Article Text |
id | pubmed-7319432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73194322020-06-29 A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure Sama, Iziah E. Woolley, Rebecca J. Nauta, Jan F. Romaine, Simon P.R. Tromp, Jasper ter Maaten, Jozine M. van der Meer, Peter Lam, Carolyn S.P. Samani, Nilesh J. Ng, Leong L. Metra, Marco Dickstein, Kenneth Anker, Stefan D. Zannad, Faiez Lang, Chim C. Cleland, John G.F. van Veldhuisen, Dirk J. Hillege, Hans L. Voors, Adriaan A. Eur J Heart Fail Pathophysiology AIMS: Heart failure (HF) is frequently caused by an ischaemic event (e.g. myocardial infarction) but might also be caused by a primary disease of the myocardium (cardiomyopathy). In order to identify targeted therapies specific for either ischaemic or non‐ischaemic HF, it is important to better understand differences in underlying molecular mechanisms. METHODS AND RESULTS: We performed a biological physical protein–protein interaction network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic HF. First, differentially expressed plasma protein biomarkers were identified in 1160 patients enrolled in the BIOSTAT‐CHF study, 715 of whom had ischaemic HF and 445 had non‐ischaemic HF. Second, we constructed an enriched physical protein–protein interaction network, followed by a pathway over‐representation analysis. Finally, we identified key network proteins. Data were validated in an independent HF cohort comprised of 765 ischaemic and 100 non‐ischaemic HF patients. We found 21/92 proteins to be up‐regulated and 2/92 down‐regulated in ischaemic relative to non‐ischaemic HF patients. An enriched network of 18 proteins that were specific for ischaemic heart disease yielded six pathways, which are related to inflammation, endothelial dysfunction superoxide production, coagulation, and atherosclerosis. We identified five key network proteins: acid phosphatase 5, epidermal growth factor receptor, insulin‐like growth factor binding protein‐1, plasminogen activator urokinase receptor, and secreted phosphoprotein 1. Similar results were observed in the independent validation cohort. CONCLUSIONS: Pathophysiological pathways distinguishing patients with ischaemic HF from those with non‐ischaemic HF were related to inflammation, endothelial dysfunction superoxide production, coagulation, and atherosclerosis. The five key pathway proteins identified are potential treatment targets specifically for patients with ischaemic HF. John Wiley & Sons, Ltd. 2020-04-03 2020-05 /pmc/articles/PMC7319432/ /pubmed/32243695 http://dx.doi.org/10.1002/ejhf.1811 Text en © 2020 The Authors. European Journal of Heart Failure published by John Wiley & Sons Ltd on behalf of European Society of Cardiology. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Pathophysiology Sama, Iziah E. Woolley, Rebecca J. Nauta, Jan F. Romaine, Simon P.R. Tromp, Jasper ter Maaten, Jozine M. van der Meer, Peter Lam, Carolyn S.P. Samani, Nilesh J. Ng, Leong L. Metra, Marco Dickstein, Kenneth Anker, Stefan D. Zannad, Faiez Lang, Chim C. Cleland, John G.F. van Veldhuisen, Dirk J. Hillege, Hans L. Voors, Adriaan A. A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title | A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title_full | A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title_fullStr | A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title_full_unstemmed | A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title_short | A network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
title_sort | network analysis to identify pathophysiological pathways distinguishing ischaemic from non‐ischaemic heart failure |
topic | Pathophysiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319432/ https://www.ncbi.nlm.nih.gov/pubmed/32243695 http://dx.doi.org/10.1002/ejhf.1811 |
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