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A multi-omics approach to identify molecular alterations in a mouse model of heart failure
Rationale: The morbidity and mortality of heart failure (HF) have been increasing rapidly in recent years. However, the molecular events that link to the phenotype of HF remain unclear. This study aimed to investigate the molecular alterations in the pathogenesis of HF induced by pressure overload....
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8825596/ https://www.ncbi.nlm.nih.gov/pubmed/35198060 http://dx.doi.org/10.7150/thno.68232 |
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author | Zhou, Xiang Zhang, Shuchen Zhao, Yiheng Wang, Wenjing Zhang, Hao |
author_facet | Zhou, Xiang Zhang, Shuchen Zhao, Yiheng Wang, Wenjing Zhang, Hao |
author_sort | Zhou, Xiang |
collection | PubMed |
description | Rationale: The morbidity and mortality of heart failure (HF) have been increasing rapidly in recent years. However, the molecular events that link to the phenotype of HF remain unclear. This study aimed to investigate the molecular alterations in the pathogenesis of HF induced by pressure overload. Methods: Transverse aortic constriction was conducted to generate the HF mouse model. A multi-omics study was performed, including integrative analysis of scRNA-seq, scATAC-seq, bulk ATAC-seq and miRNA-seq data. The results of omics analysis were verified by immunofluorescence staining. Results: scRNA-seq analysis identified five major cell types, which exhibits consistency with previous studies. Integrative analysis of ATAC-seq and miRNA-seq showed the alterations of gene expression in HF. Activation of genes involved in immune response at transcriptional level and perturbed expression of their upstream miRNAs confirmed the function of immune cells in the pathogenesis of HF. Analysis of scATAC-seq revealed a NO biosynthetic related gene regulation pattern in endothelial cells of failing hearts. Conclusion: We performed a multi-omics analysis, comparing the transcriptomic, miRNA expression, and chromatin accessibility profile between the HF and control mice, thus providing mechanistic insights into the pathogenesis of pressure overload-induced HF. |
format | Online Article Text |
id | pubmed-8825596 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-88255962022-02-22 A multi-omics approach to identify molecular alterations in a mouse model of heart failure Zhou, Xiang Zhang, Shuchen Zhao, Yiheng Wang, Wenjing Zhang, Hao Theranostics Research Paper Rationale: The morbidity and mortality of heart failure (HF) have been increasing rapidly in recent years. However, the molecular events that link to the phenotype of HF remain unclear. This study aimed to investigate the molecular alterations in the pathogenesis of HF induced by pressure overload. Methods: Transverse aortic constriction was conducted to generate the HF mouse model. A multi-omics study was performed, including integrative analysis of scRNA-seq, scATAC-seq, bulk ATAC-seq and miRNA-seq data. The results of omics analysis were verified by immunofluorescence staining. Results: scRNA-seq analysis identified five major cell types, which exhibits consistency with previous studies. Integrative analysis of ATAC-seq and miRNA-seq showed the alterations of gene expression in HF. Activation of genes involved in immune response at transcriptional level and perturbed expression of their upstream miRNAs confirmed the function of immune cells in the pathogenesis of HF. Analysis of scATAC-seq revealed a NO biosynthetic related gene regulation pattern in endothelial cells of failing hearts. Conclusion: We performed a multi-omics analysis, comparing the transcriptomic, miRNA expression, and chromatin accessibility profile between the HF and control mice, thus providing mechanistic insights into the pathogenesis of pressure overload-induced HF. Ivyspring International Publisher 2022-01-16 /pmc/articles/PMC8825596/ /pubmed/35198060 http://dx.doi.org/10.7150/thno.68232 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Zhou, Xiang Zhang, Shuchen Zhao, Yiheng Wang, Wenjing Zhang, Hao A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title | A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title_full | A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title_fullStr | A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title_full_unstemmed | A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title_short | A multi-omics approach to identify molecular alterations in a mouse model of heart failure |
title_sort | multi-omics approach to identify molecular alterations in a mouse model of heart failure |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8825596/ https://www.ncbi.nlm.nih.gov/pubmed/35198060 http://dx.doi.org/10.7150/thno.68232 |
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