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Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy
The present study aimed to explore the potential hub genes and pathways of ischaemic cardiomyopathy (ICM) and to investigate the possible associated mechanisms. Two microarray data sets (GSE5406 and GSE57338) were downloaded from the Gene Expression Omnibus (GEO) database. The limma package was used...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581323/ https://www.ncbi.nlm.nih.gov/pubmed/34697898 http://dx.doi.org/10.1111/jcmm.17015 |
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author | Chen, Jian‐Hong Wang, Lei‐Li Tao, Lin Qi, Bin Wang, Yong Guo, Yu‐Jie Miao, Liu |
author_facet | Chen, Jian‐Hong Wang, Lei‐Li Tao, Lin Qi, Bin Wang, Yong Guo, Yu‐Jie Miao, Liu |
author_sort | Chen, Jian‐Hong |
collection | PubMed |
description | The present study aimed to explore the potential hub genes and pathways of ischaemic cardiomyopathy (ICM) and to investigate the possible associated mechanisms. Two microarray data sets (GSE5406 and GSE57338) were downloaded from the Gene Expression Omnibus (GEO) database. The limma package was used to analyse the differentially expressed genes (DEGs). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, Disease Ontology (DO) and Gene Ontology (GO) annotation analyses were performed. A protein‐protein interaction (PPI) network was set up using Cytoscape software. Significant modules and hub genes were identified by the Molecular Complex Detection (MCODE) app. Then, further functional validation of hub genes in other microarrays and survival analysis were performed to judge the prognosis. A total of 1065 genes were matched, with an adjusted p < 0.05, and 17 were upregulated and 25 were downregulated with|log(2) (fold change)|≥1.2. After removing the lengthy entries, GO identified 12 items, and 8 pathways were enriched at adjusted p < 0.05 (false discovery rate, FDR set at <0.05). Three modules with a score >8 after MCODE analysis and MYH6 were ultimately identified. When validated in GSE23561, MYH6 expression was lower in patients with CAD than in healthy controls (p < 0.05). GSE60993 data suggested that MYH6 expression was also lower in AMI patients (p < 0.05). In the GSE59867 data set, MYH6 expression was lower in CAD patients than in AMI patients and lower in heart failure (HF) patients than in non‐HF patients. However, there was no difference at different periods within half a year, and HF was increased when MYH6 expression was low (p < 0.05–0.01). We performed an integrated analysis and validation and found that MYH6 expression was closely related to ICM and HF. However, whether this marker can be used as a predictor in blood samples needs further experimental verification. |
format | Online Article Text |
id | pubmed-8581323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85813232021-11-17 Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy Chen, Jian‐Hong Wang, Lei‐Li Tao, Lin Qi, Bin Wang, Yong Guo, Yu‐Jie Miao, Liu J Cell Mol Med Original Articles The present study aimed to explore the potential hub genes and pathways of ischaemic cardiomyopathy (ICM) and to investigate the possible associated mechanisms. Two microarray data sets (GSE5406 and GSE57338) were downloaded from the Gene Expression Omnibus (GEO) database. The limma package was used to analyse the differentially expressed genes (DEGs). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, Disease Ontology (DO) and Gene Ontology (GO) annotation analyses were performed. A protein‐protein interaction (PPI) network was set up using Cytoscape software. Significant modules and hub genes were identified by the Molecular Complex Detection (MCODE) app. Then, further functional validation of hub genes in other microarrays and survival analysis were performed to judge the prognosis. A total of 1065 genes were matched, with an adjusted p < 0.05, and 17 were upregulated and 25 were downregulated with|log(2) (fold change)|≥1.2. After removing the lengthy entries, GO identified 12 items, and 8 pathways were enriched at adjusted p < 0.05 (false discovery rate, FDR set at <0.05). Three modules with a score >8 after MCODE analysis and MYH6 were ultimately identified. When validated in GSE23561, MYH6 expression was lower in patients with CAD than in healthy controls (p < 0.05). GSE60993 data suggested that MYH6 expression was also lower in AMI patients (p < 0.05). In the GSE59867 data set, MYH6 expression was lower in CAD patients than in AMI patients and lower in heart failure (HF) patients than in non‐HF patients. However, there was no difference at different periods within half a year, and HF was increased when MYH6 expression was low (p < 0.05–0.01). We performed an integrated analysis and validation and found that MYH6 expression was closely related to ICM and HF. However, whether this marker can be used as a predictor in blood samples needs further experimental verification. John Wiley and Sons Inc. 2021-10-26 2021-11 /pmc/articles/PMC8581323/ /pubmed/34697898 http://dx.doi.org/10.1111/jcmm.17015 Text en © 2021 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Chen, Jian‐Hong Wang, Lei‐Li Tao, Lin Qi, Bin Wang, Yong Guo, Yu‐Jie Miao, Liu Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title | Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title_full | Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title_fullStr | Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title_full_unstemmed | Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title_short | Identification of MYH6 as the potential gene for human ischaemic cardiomyopathy |
title_sort | identification of myh6 as the potential gene for human ischaemic cardiomyopathy |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581323/ https://www.ncbi.nlm.nih.gov/pubmed/34697898 http://dx.doi.org/10.1111/jcmm.17015 |
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