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Integrative Analysis of Transcriptome-Wide Association Study and mRNA Expression Profiles Identified Candidate Genes and Pathways Associated With Acute Myocardial Infarction. | LitMetric

Integrative Analysis of Transcriptome-Wide Association Study and mRNA Expression Profiles Identified Candidate Genes and Pathways Associated With Acute Myocardial Infarction.

Front Genet

Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Department of Cardiology, Guangdong Provincial People's Hospital, Guangdong Cardiovascular Institute, Guangdong Academy of Medical Sciences, Guangzhou, China.

Published: February 2021

AI Article Synopsis

  • This study investigates the genetic mechanisms underlying acute myocardial infarction (AMI) using a combination of genome-wide and transcriptome-wide analysis.
  • Significant genes were identified through a transcriptome-wide association study (TWAS), leading to the discovery of 1,050 genes in the left ventricle and 1,079 in whole blood, with four common genes validated through further analysis.
  • The findings highlight important biological processes related to AMI, like mitochondrial autophagy, and aim to deepen the understanding of the genetic factors involved in this cardiac emergency.

Article Abstract

Background: Acute myocardial infarction (AMI), characterized by an event of myocardial necrosis, is a common cardiac emergency worldwide. However, the genetic mechanisms of AMI remain largely elusive.

Methods: A genome-wide association study dataset of AMI was obtained from the CARDIoGRAMplusC4D project. A transcriptome-wide association study (TWAS) was conducted using the FUSION tool with gene expression references of the left ventricle and whole blood. Significant genes detected by TWAS were subjected to Gene Ontology (GO) enrichment analysis. Then the TWAS results of AMI were integrated with mRNA expression profiling to identify common genes and biological processes. Finally, the identified common genes were validated by RT-qPCR analysis.

Results: TWAS identified 1,050 genes for the left ventricle and 1,079 genes for whole blood. Upon comparison with the mRNA expression profile, 4 common genes were detected, including HP (P = 1.22 × 10, P = 4.98 × 10); CAMP (P = 2.48 × 10, P = 2.36 × 10); TNFAIP6 (P = 1.90 × 10, P = 3.46 × 10); and ARG1 (P = 8.35 × 10, P = 4.93 × 10). Functional enrichment analysis of the genes identified by TWAS detected multiple AMI-associated biological processes, including autophagy of mitochondrion (GO: 0000422) and mitochondrion disassembly (GO: 0061726).

Conclusion: This integrative study of TWAS and mRNA expression profiling identified multiple candidate genes and biological processes for AMI. Our results may provide a fundamental clue for understanding the genetic mechanisms of AMI.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884756PMC
http://dx.doi.org/10.3389/fgene.2021.616492DOI Listing

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