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Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure
BACKGROUND: Studies focusing on sex differences in circulating proteins in patients with heart failure with reduced ejection fraction (HFrEF) are scarce. Insight into sex-specific cardiovascular protein profiles and their associations with the risk of adverse outcomes may contribute to a better unde...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193800/ https://www.ncbi.nlm.nih.gov/pubmed/37198662 http://dx.doi.org/10.1186/s13293-023-00516-9 |
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author | de Bakker, Marie Petersen, Teun B. Akkerhuis, K. Martijn Harakalova, Magdalena Umans, Victor A. Germans, Tjeerd Caliskan, Kadir Katsikis, Peter D. van der Spek, Peter J. Suthahar, Navin de Boer, Rudolf A. Rizopoulos, Dimitris Asselbergs, Folkert W. Boersma, Eric Kardys, Isabella |
author_facet | de Bakker, Marie Petersen, Teun B. Akkerhuis, K. Martijn Harakalova, Magdalena Umans, Victor A. Germans, Tjeerd Caliskan, Kadir Katsikis, Peter D. van der Spek, Peter J. Suthahar, Navin de Boer, Rudolf A. Rizopoulos, Dimitris Asselbergs, Folkert W. Boersma, Eric Kardys, Isabella |
author_sort | de Bakker, Marie |
collection | PubMed |
description | BACKGROUND: Studies focusing on sex differences in circulating proteins in patients with heart failure with reduced ejection fraction (HFrEF) are scarce. Insight into sex-specific cardiovascular protein profiles and their associations with the risk of adverse outcomes may contribute to a better understanding of the pathophysiological processes involved in HFrEF. Moreover, it could provide a basis for the use of circulating protein measurements for prognostication in women and men, wherein the most relevant protein measurements are applied in each of the sexes. METHODS: In 382 patients with HFrEF, we performed tri-monthly blood sampling (median follow-up: 25 [13–31] months). We selected all baseline samples and two samples closest to the primary endpoint (PEP: composite of cardiovascular death, heart transplantation, left ventricular assist device implantation, and HF hospitalization) or censoring. We then applied an aptamer-based multiplex proteomic assay identifying 1105 proteins previously associated with cardiovascular disease. We used linear regression models and gene-enrichment analysis to study sex-based differences in baseline levels. We used time-dependent Cox models to study differences in the prognostic value of serially measured proteins. All models were adjusted for the MAGGIC HF mortality risk score and p-values for multiple testing. RESULTS: In 104 women and 278 men (mean age 62 and 64 years, respectively) cumulative PEP incidence at 30 months was 25% and 35%, respectively. At baseline, 55 (5%) out of the 1105 proteins were significantly different between women and men. The female protein profile was most strongly associated with extracellular matrix organization, while the male profile was dominated by regulation of cell death. The association of endothelin-1 (P(interaction) < 0.001) and somatostatin (P(interaction) = 0.040) with the PEP was modified by sex, independent of clinical characteristics. Endothelin-1 was more strongly associated with the PEP in men (HR 2.62 [95%CI, 1.98, 3.46], p < 0.001) compared to women (1.14 [1.01, 1.29], p = 0.036). Somatostatin was positively associated with the PEP in men (1.23 [1.10, 1.38], p < 0.001), but inversely associated in women (0.33 [0.12, 0.93], p = 0.036). CONCLUSION: Baseline cardiovascular protein levels differ between women and men. However, the predictive value of repeatedly measured circulating proteins does not seem to differ except for endothelin-1 and somatostatin. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13293-023-00516-9. |
format | Online Article Text |
id | pubmed-10193800 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101938002023-05-19 Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure de Bakker, Marie Petersen, Teun B. Akkerhuis, K. Martijn Harakalova, Magdalena Umans, Victor A. Germans, Tjeerd Caliskan, Kadir Katsikis, Peter D. van der Spek, Peter J. Suthahar, Navin de Boer, Rudolf A. Rizopoulos, Dimitris Asselbergs, Folkert W. Boersma, Eric Kardys, Isabella Biol Sex Differ Research BACKGROUND: Studies focusing on sex differences in circulating proteins in patients with heart failure with reduced ejection fraction (HFrEF) are scarce. Insight into sex-specific cardiovascular protein profiles and their associations with the risk of adverse outcomes may contribute to a better understanding of the pathophysiological processes involved in HFrEF. Moreover, it could provide a basis for the use of circulating protein measurements for prognostication in women and men, wherein the most relevant protein measurements are applied in each of the sexes. METHODS: In 382 patients with HFrEF, we performed tri-monthly blood sampling (median follow-up: 25 [13–31] months). We selected all baseline samples and two samples closest to the primary endpoint (PEP: composite of cardiovascular death, heart transplantation, left ventricular assist device implantation, and HF hospitalization) or censoring. We then applied an aptamer-based multiplex proteomic assay identifying 1105 proteins previously associated with cardiovascular disease. We used linear regression models and gene-enrichment analysis to study sex-based differences in baseline levels. We used time-dependent Cox models to study differences in the prognostic value of serially measured proteins. All models were adjusted for the MAGGIC HF mortality risk score and p-values for multiple testing. RESULTS: In 104 women and 278 men (mean age 62 and 64 years, respectively) cumulative PEP incidence at 30 months was 25% and 35%, respectively. At baseline, 55 (5%) out of the 1105 proteins were significantly different between women and men. The female protein profile was most strongly associated with extracellular matrix organization, while the male profile was dominated by regulation of cell death. The association of endothelin-1 (P(interaction) < 0.001) and somatostatin (P(interaction) = 0.040) with the PEP was modified by sex, independent of clinical characteristics. Endothelin-1 was more strongly associated with the PEP in men (HR 2.62 [95%CI, 1.98, 3.46], p < 0.001) compared to women (1.14 [1.01, 1.29], p = 0.036). Somatostatin was positively associated with the PEP in men (1.23 [1.10, 1.38], p < 0.001), but inversely associated in women (0.33 [0.12, 0.93], p = 0.036). CONCLUSION: Baseline cardiovascular protein levels differ between women and men. However, the predictive value of repeatedly measured circulating proteins does not seem to differ except for endothelin-1 and somatostatin. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13293-023-00516-9. BioMed Central 2023-05-17 /pmc/articles/PMC10193800/ /pubmed/37198662 http://dx.doi.org/10.1186/s13293-023-00516-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research de Bakker, Marie Petersen, Teun B. Akkerhuis, K. Martijn Harakalova, Magdalena Umans, Victor A. Germans, Tjeerd Caliskan, Kadir Katsikis, Peter D. van der Spek, Peter J. Suthahar, Navin de Boer, Rudolf A. Rizopoulos, Dimitris Asselbergs, Folkert W. Boersma, Eric Kardys, Isabella Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title | Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title_full | Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title_fullStr | Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title_full_unstemmed | Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title_short | Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
title_sort | sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193800/ https://www.ncbi.nlm.nih.gov/pubmed/37198662 http://dx.doi.org/10.1186/s13293-023-00516-9 |
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