Chen Guanzhong, Liu Liwei, Li Huanqiang, Lun Zhubin, Mai Ziling, Lai Wenguang, Chen Enzhao, Zhou Chunyun, Yu Sijia, Yang Junqing, Chen Shiqun, Chen Jiyan, Liu Yong
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.
Guangdong Provincial People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.
Front Genet. 2021 Feb 2;12:616492. doi: 10.3389/fgene.2021.616492. eCollection 2021.
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.
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.
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).
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.
急性心肌梗死(AMI)以心肌坏死事件为特征,是全球常见的心脏急症。然而,AMI的遗传机制在很大程度上仍不清楚。
从CARDIoGRAMplusC4D项目获得AMI的全基因组关联研究数据集。使用FUSION工具并结合左心室和全血的基因表达参考进行转录组范围的关联研究(TWAS)。对TWAS检测到的显著基因进行基因本体(GO)富集分析。然后将AMI的TWAS结果与mRNA表达谱整合,以鉴定共同基因和生物学过程。最后,通过RT-qPCR分析验证鉴定出的共同基因。
TWAS鉴定出左心室的1050个基因和全血的1079个基因。与mRNA表达谱比较,检测到4个共同基因,包括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);和ARG1(P = 8.35×10,P = 4.93×10)。对TWAS鉴定的基因进行功能富集分析,检测到多个与AMI相关的生物学过程,包括线粒体自噬(GO:0000422)和线粒体解体(GO:0061726)。
这项TWAS与mRNA表达谱的综合研究鉴定出多个AMI候选基因和生物学过程。我们的结果可能为理解AMI的遗传机制提供基本线索。