Cargando…
Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus
BACKGROUND: Although increasing evidence has suggested an interaction between heart failure (HF) and Type 2 diabetes mellitus (T2DM), the common mechanisms of the two diseases remain unclear. Therefore, this study aimed to obtain the differentially expressed genes (DEGs) and potential biomarkers or...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518481/ https://www.ncbi.nlm.nih.gov/pubmed/34675622 http://dx.doi.org/10.2147/IJGM.S325339 |
_version_ | 1784584233774219264 |
---|---|
author | Wang, Zuoxiang Gu, Yiyu Sun, Yunjuan Xu, Yinan Zhang, Mingyang Jiang, Tingbo |
author_facet | Wang, Zuoxiang Gu, Yiyu Sun, Yunjuan Xu, Yinan Zhang, Mingyang Jiang, Tingbo |
author_sort | Wang, Zuoxiang |
collection | PubMed |
description | BACKGROUND: Although increasing evidence has suggested an interaction between heart failure (HF) and Type 2 diabetes mellitus (T2DM), the common mechanisms of the two diseases remain unclear. Therefore, this study aimed to obtain the differentially expressed genes (DEGs) and potential biomarkers or therapeutic targets in HF and T2DM. METHODS: The communal DEGs of HF and T2DM were identified by analyzing the two microarray datasets (GSE84796 and GSE95849), and functional annotation was performed for the communal DEGs to uncover the potential molecular mechanisms of HF and T2DM. Subsequently, STRING database and Cytoscape software were used to construct the protein–protein interaction (PPI) network and screen the hub genes. Finally, co-expression and drug–gene interaction prediction analysis and mRNA–miRNA regulatory network analysis were performed for hub genes. RESULTS: A total of 233 up-regulated genes and 3 down-regulated genes were found between HF and T2DM. The functional enrichment of DEGs and genes in each four modules were mainly involved in immunity. In addition, five hub genes were identified from PPI network, including SYK, SELL, RAC2, TLR8 and ITGAX. CONCLUSION: The communal DEGs and hub genes identified in this research contribute to discover the underlying biological mechanisms and presents potential biomarkers or therapeutic targets in HF and T2DM. |
format | Online Article Text |
id | pubmed-8518481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-85184812021-10-20 Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus Wang, Zuoxiang Gu, Yiyu Sun, Yunjuan Xu, Yinan Zhang, Mingyang Jiang, Tingbo Int J Gen Med Original Research BACKGROUND: Although increasing evidence has suggested an interaction between heart failure (HF) and Type 2 diabetes mellitus (T2DM), the common mechanisms of the two diseases remain unclear. Therefore, this study aimed to obtain the differentially expressed genes (DEGs) and potential biomarkers or therapeutic targets in HF and T2DM. METHODS: The communal DEGs of HF and T2DM were identified by analyzing the two microarray datasets (GSE84796 and GSE95849), and functional annotation was performed for the communal DEGs to uncover the potential molecular mechanisms of HF and T2DM. Subsequently, STRING database and Cytoscape software were used to construct the protein–protein interaction (PPI) network and screen the hub genes. Finally, co-expression and drug–gene interaction prediction analysis and mRNA–miRNA regulatory network analysis were performed for hub genes. RESULTS: A total of 233 up-regulated genes and 3 down-regulated genes were found between HF and T2DM. The functional enrichment of DEGs and genes in each four modules were mainly involved in immunity. In addition, five hub genes were identified from PPI network, including SYK, SELL, RAC2, TLR8 and ITGAX. CONCLUSION: The communal DEGs and hub genes identified in this research contribute to discover the underlying biological mechanisms and presents potential biomarkers or therapeutic targets in HF and T2DM. Dove 2021-10-09 /pmc/articles/PMC8518481/ /pubmed/34675622 http://dx.doi.org/10.2147/IJGM.S325339 Text en © 2021 Wang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Wang, Zuoxiang Gu, Yiyu Sun, Yunjuan Xu, Yinan Zhang, Mingyang Jiang, Tingbo Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title | Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title_full | Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title_fullStr | Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title_full_unstemmed | Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title_short | Analysis of Communal Molecular Mechanism and Potential Therapeutic Targets in Heart Failure and Type 2 Diabetes Mellitus |
title_sort | analysis of communal molecular mechanism and potential therapeutic targets in heart failure and type 2 diabetes mellitus |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518481/ https://www.ncbi.nlm.nih.gov/pubmed/34675622 http://dx.doi.org/10.2147/IJGM.S325339 |
work_keys_str_mv | AT wangzuoxiang analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus AT guyiyu analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus AT sunyunjuan analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus AT xuyinan analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus AT zhangmingyang analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus AT jiangtingbo analysisofcommunalmolecularmechanismandpotentialtherapeutictargetsinheartfailureandtype2diabetesmellitus |