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Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database

BACKGROUND: Ischemic cardiomyopathy (ICM) is one of the most usual causes of death worldwide. This study aimed to find the candidate gene for ICM. METHODS: We studied differentially expressed genes (DEGs) in ICM compared to healthy control. According to these DEGs, we carried out the functional anno...

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Autores principales: Dang, Haiming, Ye, Yicong, Zhao, Xiliang, Zeng, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336680/
https://www.ncbi.nlm.nih.gov/pubmed/32631246
http://dx.doi.org/10.1186/s12872-020-01596-w
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author Dang, Haiming
Ye, Yicong
Zhao, Xiliang
Zeng, Yong
author_facet Dang, Haiming
Ye, Yicong
Zhao, Xiliang
Zeng, Yong
author_sort Dang, Haiming
collection PubMed
description BACKGROUND: Ischemic cardiomyopathy (ICM) is one of the most usual causes of death worldwide. This study aimed to find the candidate gene for ICM. METHODS: We studied differentially expressed genes (DEGs) in ICM compared to healthy control. According to these DEGs, we carried out the functional annotation, protein-protein interaction (PPI) network and transcriptional regulatory network constructions. The expression of selected candidate genes were confirmed using a published dataset and Quantitative real time polymerase chain reaction (qRT-PCR). RESULTS: From three Gene Expression Omnibus (GEO) datasets, we acquired 1081 DEGs (578 up-regulated and 503 down-regulated genes) between ICM and healthy control. The functional annotation analysis revealed that cardiac muscle contraction, hypertrophic cardiomyopathy, arrhythmogenic right ventricular cardiomyopathy and dilated cardiomyopathy were significantly enriched pathways in ICM. SNRPB, BLM, RRS1, CDK2, BCL6, BCL2L1, FKBP5, IPO7, TUBB4B and ATP1A1 were considered the hub proteins. PALLD, THBS4, ATP1A1, NFASC, FKBP5, ECM2 and BCL2L1 were top six transcription factors (TFs) with the most downstream genes. The expression of 6 DEGs (MYH6, THBS4, BCL6, BLM, IPO7 and SERPINA3) were consistent with our integration analysis and GSE116250 validation results. CONCLUSIONS: The candidate DEGs and TFs may be related to the ICM process. This study provided novel perspective for understanding mechanism and exploiting new therapeutic means for ICM.
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spelling pubmed-73366802020-07-08 Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database Dang, Haiming Ye, Yicong Zhao, Xiliang Zeng, Yong BMC Cardiovasc Disord Research Article BACKGROUND: Ischemic cardiomyopathy (ICM) is one of the most usual causes of death worldwide. This study aimed to find the candidate gene for ICM. METHODS: We studied differentially expressed genes (DEGs) in ICM compared to healthy control. According to these DEGs, we carried out the functional annotation, protein-protein interaction (PPI) network and transcriptional regulatory network constructions. The expression of selected candidate genes were confirmed using a published dataset and Quantitative real time polymerase chain reaction (qRT-PCR). RESULTS: From three Gene Expression Omnibus (GEO) datasets, we acquired 1081 DEGs (578 up-regulated and 503 down-regulated genes) between ICM and healthy control. The functional annotation analysis revealed that cardiac muscle contraction, hypertrophic cardiomyopathy, arrhythmogenic right ventricular cardiomyopathy and dilated cardiomyopathy were significantly enriched pathways in ICM. SNRPB, BLM, RRS1, CDK2, BCL6, BCL2L1, FKBP5, IPO7, TUBB4B and ATP1A1 were considered the hub proteins. PALLD, THBS4, ATP1A1, NFASC, FKBP5, ECM2 and BCL2L1 were top six transcription factors (TFs) with the most downstream genes. The expression of 6 DEGs (MYH6, THBS4, BCL6, BLM, IPO7 and SERPINA3) were consistent with our integration analysis and GSE116250 validation results. CONCLUSIONS: The candidate DEGs and TFs may be related to the ICM process. This study provided novel perspective for understanding mechanism and exploiting new therapeutic means for ICM. BioMed Central 2020-07-06 /pmc/articles/PMC7336680/ /pubmed/32631246 http://dx.doi.org/10.1186/s12872-020-01596-w Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Dang, Haiming
Ye, Yicong
Zhao, Xiliang
Zeng, Yong
Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title_full Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title_fullStr Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title_full_unstemmed Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title_short Identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
title_sort identification of candidate genes in ischemic cardiomyopathy by gene expression omnibus database
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336680/
https://www.ncbi.nlm.nih.gov/pubmed/32631246
http://dx.doi.org/10.1186/s12872-020-01596-w
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