Division of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
The National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA, USA.
BMC Med Genomics. 2021 Feb 10;14(1):45. doi: 10.1186/s12920-020-00838-2.
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). 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.
On 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.
We 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.
冠状动脉钙化 (CAC) 是冠状动脉粥样硬化的一种非侵入性测量方法,也是大多数心肌梗死 (MI) 病例的近端病理生理学基础。我们试图在弗雷明汉心脏研究 (FHS) 中确定早期 MI 和亚临床动脉粥样硬化的表达特征。在这项研究中,我们对来自 198 名 FHS 参与者(55 名有早期 MI 病史,72 名 CAC 高但无 MI 病史,71 名 CAC 水平升高或无 MI 病史的对照)的全血进行了配对末端 RNA 测序。我们应用 DESeq2 分别鉴定 MI 和高 CAC 与对照组相比差异表达的编码基因和长非编码 RNA (lincRNA)。
平均每个样本获得 1.5 亿对末端读数。在错误发现率 (FDR) < 0.1 时,我们发现 68 个编码基因和 2 个 lincRNA 在早期 MI 与对照组之间差异表达。其中,在来自鹿特丹研究的 807 名个体的独立 RNA-Seq 数据中检测到 60 个编码基因,并且这些基因的效果具有统计学意义和方向性。这些 68 个基因中富集了免疫反应、脂质代谢过程和干扰素调节因子。相比之下,只有 3 个编码基因和 1 个 lincRNA 在高 CAC 与对照组之间差异表达。编码高密度脂蛋白组成部分的 APOD 在早期 MI(FDR = 0.007)和高 CAC(FDR = 0.01)中均显著下调。
我们确定了早期 MI 的转录组特征,包括差异表达的蛋白质编码基因和 lincRNA,表明蛋白质编码基因和 lincRNA 在 MI 的发病机制中发挥重要作用。