Abstract

BackgroundCoronary artery calcification (CAC) is a noninvasive measure of coronary atherosclerosis, the proximal pathophysiology underlying most cases of myocardial infarction (MI). We sought to identify expression signatures of early MI and subclinical atherosclerosis in the Framingham Heart Study (FHS). In this study, we conducted paired-end RNA sequencing on whole blood collected from 198 FHS participants (55 with a history of early MI, 72 with high CAC without prior MI, and 71 controls free of elevated CAC levels or history of MI). We applied DESeq2 to identify coding-genes and long intergenic noncoding RNAs (lincRNAs) differentially expressed in MI and high CAC, respectively, compared with the control.ResultsOn average, 150 million paired-end reads were obtained for each sample. At the false discovery rate (FDR) < 0.1, we found 68 coding genes and 2 lincRNAs that were differentially expressed in early MI versus controls. Among them, 60 coding genes were detectable and thus tested in an independent RNA-Seq data of 807 individuals from the Rotterdam Study, and 8 genes were supported by p value and direction of the effect. Immune response, lipid metabolic process, and interferon regulatory factor were enriched in these 68 genes. By contrast, only 3 coding genes and 1 lincRNA were differentially expressed in high CAC versus controls. APOD, encoding a component of high-density lipoprotein, was significantly downregulated in both early MI (FDR = 0.007) and high CAC (FDR = 0.01) compared with controls.ConclusionsWe identified transcriptomic signatures of early MI that include differentially expressed protein-coding genes and lincRNAs, suggesting important roles for protein-coding genes and lincRNAs in the pathogenesis of MI.

Highlights

  • Coronary artery calcification (CAC) is a noninvasive measure of coronary atherosclerosis, the proximal pathophysiology underlying most cases of myocardial infarction (MI)

  • More than 25% long intergenic noncoding RNAs are detectable whole blood via deep RNA Sequencing with 150 million paired-end reads obtained for each sample on average

  • APOD, encoding a component of high density lipoprotein, was significantly downregulated in both early MI and high CAC compared with the control group after adjusting for sex and 9 clinical vascularrelated covariates, suggesting a potential novel target for the treatment and prevention of atherosclerotic disease

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Summary

Introduction

Coronary artery calcification (CAC) is a noninvasive measure of coronary atherosclerosis, the proximal pathophysiology underlying most cases of myocardial infarction (MI). We sought to identify expression signatures of early MI and subclinical atherosclerosis in the Framingham Heart Study (FHS). CAC detected by computed tomography is a noninvasive measure of coronary atherosclerosis and a CAC score is a strong independent predictor of future MI [4] including early MI [5, 6]. Genome-wide association studies (GWAS) have identified common and rare genetic variants associated with both CAC and early MI, including variants in the 9p21, SORT1 and PHACTR1 loci [7,8,9,10,11]. Data are sparse regarding gene expression signatures for early MI and for subclinical coronary atherosclerosis, detected as high CAC

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