Cargando…

Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors

Endothelial dysfunction (ED) is a hallmark of atherosclerosis and is influenced by well-defined risk factors, including hypoxia, dyslipidemia, inflammation, and oscillatory flow. However, the individual and combined contributions to the molecular underpinnings of ED remain elusive. We used global ge...

Descripción completa

Detalles Bibliográficos
Autores principales: Pinheiro-de-Sousa, Iguaracy, Fonseca-Alaniz, Miriam H., Teixeira, Samantha K., Rodrigues, Mariliza V., Krieger, Jose E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789842/
https://www.ncbi.nlm.nih.gov/pubmed/35079076
http://dx.doi.org/10.1038/s41598-022-05404-7
_version_ 1784639864869748736
author Pinheiro-de-Sousa, Iguaracy
Fonseca-Alaniz, Miriam H.
Teixeira, Samantha K.
Rodrigues, Mariliza V.
Krieger, Jose E.
author_facet Pinheiro-de-Sousa, Iguaracy
Fonseca-Alaniz, Miriam H.
Teixeira, Samantha K.
Rodrigues, Mariliza V.
Krieger, Jose E.
author_sort Pinheiro-de-Sousa, Iguaracy
collection PubMed
description Endothelial dysfunction (ED) is a hallmark of atherosclerosis and is influenced by well-defined risk factors, including hypoxia, dyslipidemia, inflammation, and oscillatory flow. However, the individual and combined contributions to the molecular underpinnings of ED remain elusive. We used global gene expression in human coronary artery endothelial cells to identify gene pathways and cellular processes in response to chemical hypoxia, oxidized lipids, IL-1β induced inflammation, oscillatory flow, and these combined stimuli. We found that clustering of the surrogate risk factors differed from the sum of the individual insults that gave rise to emergent phenotypes such as cell proliferation. We validated these observations in samples of human coronary artery atherosclerotic plaques analyzed using single-cell RNA sequencing. Our findings suggest a hierarchical interaction between surrogates of CV risk factors and the advent of emergent phenotypes in response to combined stimulation in endothelial cells that may influence ED.
format Online
Article
Text
id pubmed-8789842
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-87898422022-01-27 Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors Pinheiro-de-Sousa, Iguaracy Fonseca-Alaniz, Miriam H. Teixeira, Samantha K. Rodrigues, Mariliza V. Krieger, Jose E. Sci Rep Article Endothelial dysfunction (ED) is a hallmark of atherosclerosis and is influenced by well-defined risk factors, including hypoxia, dyslipidemia, inflammation, and oscillatory flow. However, the individual and combined contributions to the molecular underpinnings of ED remain elusive. We used global gene expression in human coronary artery endothelial cells to identify gene pathways and cellular processes in response to chemical hypoxia, oxidized lipids, IL-1β induced inflammation, oscillatory flow, and these combined stimuli. We found that clustering of the surrogate risk factors differed from the sum of the individual insults that gave rise to emergent phenotypes such as cell proliferation. We validated these observations in samples of human coronary artery atherosclerotic plaques analyzed using single-cell RNA sequencing. Our findings suggest a hierarchical interaction between surrogates of CV risk factors and the advent of emergent phenotypes in response to combined stimulation in endothelial cells that may influence ED. Nature Publishing Group UK 2022-01-25 /pmc/articles/PMC8789842/ /pubmed/35079076 http://dx.doi.org/10.1038/s41598-022-05404-7 Text en © The Author(s) 2022 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/) .
spellingShingle Article
Pinheiro-de-Sousa, Iguaracy
Fonseca-Alaniz, Miriam H.
Teixeira, Samantha K.
Rodrigues, Mariliza V.
Krieger, Jose E.
Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title_full Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title_fullStr Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title_full_unstemmed Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title_short Uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
title_sort uncovering emergent phenotypes in endothelial cells by clustering of surrogates of cardiovascular risk factors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789842/
https://www.ncbi.nlm.nih.gov/pubmed/35079076
http://dx.doi.org/10.1038/s41598-022-05404-7
work_keys_str_mv AT pinheirodesousaiguaracy uncoveringemergentphenotypesinendothelialcellsbyclusteringofsurrogatesofcardiovascularriskfactors
AT fonsecaalanizmiriamh uncoveringemergentphenotypesinendothelialcellsbyclusteringofsurrogatesofcardiovascularriskfactors
AT teixeirasamanthak uncoveringemergentphenotypesinendothelialcellsbyclusteringofsurrogatesofcardiovascularriskfactors
AT rodriguesmarilizav uncoveringemergentphenotypesinendothelialcellsbyclusteringofsurrogatesofcardiovascularriskfactors
AT kriegerjosee uncoveringemergentphenotypesinendothelialcellsbyclusteringofsurrogatesofcardiovascularriskfactors