Cargando…

Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis

Aims: Low plasma testosterone levels have been shown to predict worse outcome in men with severe atherosclerotic disease. We hypothesized that a low plasma testosterone level affects disease risk through changes in gene expression in atherosclerotic plaques. Therefore, we studied plasma testosterone...

Descripción completa

Detalles Bibliográficos
Autores principales: Groepenhoff, Floor, Diez Benavente, Ernest, Boltjes, Arjan, Timmerman, Nathalie, Waissi, Farahnaz, Hartman, Robin J. G., Onland-Moret, N. C., Pasterkamp, Gerard, Den Ruijter, Hester
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236711/
https://www.ncbi.nlm.nih.gov/pubmed/34195238
http://dx.doi.org/10.3389/fcvm.2021.693351
_version_ 1783714596894277632
author Groepenhoff, Floor
Diez Benavente, Ernest
Boltjes, Arjan
Timmerman, Nathalie
Waissi, Farahnaz
Hartman, Robin J. G.
Onland-Moret, N. C.
Pasterkamp, Gerard
Den Ruijter, Hester
author_facet Groepenhoff, Floor
Diez Benavente, Ernest
Boltjes, Arjan
Timmerman, Nathalie
Waissi, Farahnaz
Hartman, Robin J. G.
Onland-Moret, N. C.
Pasterkamp, Gerard
Den Ruijter, Hester
author_sort Groepenhoff, Floor
collection PubMed
description Aims: Low plasma testosterone levels have been shown to predict worse outcome in men with severe atherosclerotic disease. We hypothesized that a low plasma testosterone level affects disease risk through changes in gene expression in atherosclerotic plaques. Therefore, we studied plasma testosterone levels in relation to gene expression levels in atherosclerotic plaque tissue of men with advanced atherosclerotic disease. Methods: Plasma testosterone levels were measured in 203 men undergoing carotid endarterectomy. The corresponding atherosclerotic plaque tissue was used for RNA sequencing. First, we assessed how often the androgen receptor gene was expressed in the plaque. Second, correlations between plasma testosterone levels and pre-selected testosterone-sensitive genes were assessed. Finally, differences within the RNA expression profile of the plaque as a whole, characterized into gene regulatory networks and at individual gene level were assessed in relation to testosterone levels. Results: Testosterone plasma levels were low with a median of 11.6 nmol/L (IQR: 8.6–13.8). RNA-seq of the plaque resulted in reliable expression data for 18,850 genes to be analyzed. Within the RNA seq data, the androgen-receptor gene was expressed in 189 out of 203 (93%) atherosclerotic plaques of men undergoing carotid endarterectomy. The androgen receptor gene expression was not associated with testosterone plasma levels. There were no significant differences in gene expression of atherosclerotic plaques between different endogenous testosterone levels. This remained true for known testosterone-sensitive genes, the complete transcriptomic profile, male-specific gene co-expression modules as well as for individual genes. Conclusion: In men with severe atherosclerotic disease the androgen receptor is highly expressed in plaque tissue. However, plasma testosterone levels were neither associated with pre-selected testosterone sensitive genes, gene expression profiles nor gene regulatory networks in late-stage atherosclerotic plaques. The effect of testosterone on gene expression of the late-stage atherosclerotic plaque appears limited, suggesting that alternate mechanisms explain its effect on clinical outcomes.
format Online
Article
Text
id pubmed-8236711
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-82367112021-06-29 Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis Groepenhoff, Floor Diez Benavente, Ernest Boltjes, Arjan Timmerman, Nathalie Waissi, Farahnaz Hartman, Robin J. G. Onland-Moret, N. C. Pasterkamp, Gerard Den Ruijter, Hester Front Cardiovasc Med Cardiovascular Medicine Aims: Low plasma testosterone levels have been shown to predict worse outcome in men with severe atherosclerotic disease. We hypothesized that a low plasma testosterone level affects disease risk through changes in gene expression in atherosclerotic plaques. Therefore, we studied plasma testosterone levels in relation to gene expression levels in atherosclerotic plaque tissue of men with advanced atherosclerotic disease. Methods: Plasma testosterone levels were measured in 203 men undergoing carotid endarterectomy. The corresponding atherosclerotic plaque tissue was used for RNA sequencing. First, we assessed how often the androgen receptor gene was expressed in the plaque. Second, correlations between plasma testosterone levels and pre-selected testosterone-sensitive genes were assessed. Finally, differences within the RNA expression profile of the plaque as a whole, characterized into gene regulatory networks and at individual gene level were assessed in relation to testosterone levels. Results: Testosterone plasma levels were low with a median of 11.6 nmol/L (IQR: 8.6–13.8). RNA-seq of the plaque resulted in reliable expression data for 18,850 genes to be analyzed. Within the RNA seq data, the androgen-receptor gene was expressed in 189 out of 203 (93%) atherosclerotic plaques of men undergoing carotid endarterectomy. The androgen receptor gene expression was not associated with testosterone plasma levels. There were no significant differences in gene expression of atherosclerotic plaques between different endogenous testosterone levels. This remained true for known testosterone-sensitive genes, the complete transcriptomic profile, male-specific gene co-expression modules as well as for individual genes. Conclusion: In men with severe atherosclerotic disease the androgen receptor is highly expressed in plaque tissue. However, plasma testosterone levels were neither associated with pre-selected testosterone sensitive genes, gene expression profiles nor gene regulatory networks in late-stage atherosclerotic plaques. The effect of testosterone on gene expression of the late-stage atherosclerotic plaque appears limited, suggesting that alternate mechanisms explain its effect on clinical outcomes. Frontiers Media S.A. 2021-06-14 /pmc/articles/PMC8236711/ /pubmed/34195238 http://dx.doi.org/10.3389/fcvm.2021.693351 Text en Copyright © 2021 Groepenhoff, Diez Benavente, Boltjes, Timmerman, Waissi, Hartman, Onland-Moret, Pasterkamp and Den Ruijter. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cardiovascular Medicine
Groepenhoff, Floor
Diez Benavente, Ernest
Boltjes, Arjan
Timmerman, Nathalie
Waissi, Farahnaz
Hartman, Robin J. G.
Onland-Moret, N. C.
Pasterkamp, Gerard
Den Ruijter, Hester
Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title_full Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title_fullStr Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title_full_unstemmed Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title_short Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
title_sort plasma testosterone levels and atherosclerotic plaque gene expression in men with advanced atherosclerosis
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236711/
https://www.ncbi.nlm.nih.gov/pubmed/34195238
http://dx.doi.org/10.3389/fcvm.2021.693351
work_keys_str_mv AT groepenhofffloor plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT diezbenaventeernest plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT boltjesarjan plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT timmermannathalie plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT waissifarahnaz plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT hartmanrobinjg plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT onlandmoretnc plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT pasterkampgerard plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis
AT denruijterhester plasmatestosteronelevelsandatheroscleroticplaquegeneexpressioninmenwithadvancedatherosclerosis