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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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 |
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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 |
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