Key result
Bioinformatics identifies ~8 hub genes as potential novel biomarkers linking T2DM and myocardial infarction.
Why the study?
Type 2 diabetes mellitus is associated with an approximately twofold increase in the risk of myocardial infarction, prompting study of co-expressed genes to reveal potential biomarkers and therapeutic targets.
These genes merit prospective validation as T2DM-MI biomarkers; hypothesis-generating and should not yet change practice.
Background: Type 2 diabetes mellitus (T2DM), a major risk factor of coronary heart disease, is associated with an approximately twofold increase in the risk of myocardial infarction (MI). We studied co-expressed genes to demonstrate relationships between DM and MI and revealed the potential biomarkers and therapeutic targets of T2DM-related MI. Methods: DM and MI-related differentially expressed genes (DEGs) were identified by bioinformatic analysis, Gene Expression Omnibus (GEO) datasets GSE42148 and GSE61144 of MI patients, and the normal control and GSE26168 and GSE15932 of DM patients and normal controls, respectively. Further target prediction and network analysis method were used to detect protein-protein interaction (PPI) networks, gene ontology (GO) terms, and pathway enrichment of DEGs. Co-expressed DEGs of T2DM-related MI were analyzed as well. Results: We identified 210 upregulated and 127 downregulated DEGs in T2DM, as well as 264 upregulated and 242 downregulated DEGs in MI. Eighteen upregulated and four downregulated DEGs were identified as co-DEGs of T2DM and MI. Functional analysis revealed that T2DM-related DEGs were mostly enriched in the viral process and ubiquitin-mediated proteolysis, while MI-related DEGs were mostly enriched in protein phosphorylation and TNF signaling pathway. MPO , MMP9 , CAMP , LTF , AZU1 , DEFA4 , STAT3 , and PECAM1 were recognized as the hub genes of the co-DEGs with acceptable diagnostic values in T2DM and MI datasets. Adenosine receptor agonist IB-MECA was predicted to be a potential drug for T2DM-related MI with the highest CMap connectivity score. Conclusion: Our study identified that the co-DEGs of MPO , MMP9 , CAMP , LTF , AZU1 , DEFA4 , STAT3 , and PECAM1 are significantly associated with novel biomarkers involved in T2DM-related MI. However, more experimental research and clinical trials are demanded to verify our results.
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Li et al. (2021) studied Type 2 diabetes mellitus and Myocardial infarction (n=81). Type 2 diabetes mellitus and myocardial infarction vs. Healthy controls was evaluated on Identification of co-expressed differentially expressed genes (DEGs) and their diagnostic value (AUC). Bioinformatic analysis identified eight hub genes (MPO, MMP9, CAMP, LTF, AZU1, DEFA4, STAT3, and PECAM1) as potential novel biomarkers linking type 2 diabetes mellitus and myocardial infarction.
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