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

被引:6
作者
Chen, Guanzhong [1 ,2 ]
Liu, Liwei [1 ,3 ]
Li, Huanqiang [1 ]
Lun, Zhubin [1 ,4 ]
Mai, Ziling [1 ,5 ]
Lai, Wenguang [1 ,5 ]
Chen, Enzhao [1 ]
Zhou, Chunyun [1 ]
Yu, Sijia [1 ,3 ]
Yang, Junqing [1 ]
Chen, Shiqun [1 ]
Chen, Jiyan [1 ,2 ,3 ]
Liu, Yong [1 ,2 ,3 ]
机构
[1] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Prov Key Lab Coronary Heart Dis Prevent, Dept Cardiol,Guangdong Cardiovasc Inst, Guangzhou, Peoples R China
[2] South China Univ Technol, Guangdong Prov Peoples Hosp, Sch Med, Guangzhou, Peoples R China
[3] Southern Med Univ, Sch Clin Med 2, Guangzhou, Peoples R China
[4] Guangdong Med Univ, Sch Clin Med 1, Zhanjiang, Peoples R China
[5] South China Univ Technol, Guangdong Prov Peoples Hosp, Sch Biol & Biol Engn, Guangzhou, Peoples R China
基金
美国国家科学基金会;
关键词
acute myocardial infarction; transcriptome-wide association study; genome-wide association study; mRNA expression profiles; biological process; HAPTOGLOBIN; CELLS; INFLAMMATION; PROTECTION; ONSET; TSG-6; LINK;
D O I
10.3389/fgene.2021.616492
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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-TWAS = 1.22 x 10(-3), P-GEO = 4.98 x 10(-2)); CAMP (P-TWAS = 2.48 x 10(-2), P-GEO = 2.36 x 10(-5)); TNFAIP6 (P-TWAS = 1.90 x 10(-2), P-GEO = 3.46 x 10(-2)); and ARG1 (P-TWAS = 8.35 x 10(-3), P-GEO = 4.93 x 10(-2)). 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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页数:8
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