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Genome-wide transcriptome study using deep RNA sequencing for myocardial infarction and coronary artery calcification

机译:基因组的转录组研究使用深rna测序心肌梗死和冠状动脉钙化

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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.
机译:冠状动脉钙化(CAC)是冠状动脉粥样硬化的非侵入性措施,近似病理生理学在大多数心肌梗死病症(MI)。我们试图鉴定弗拉姆心脏研究(FHS)中早期MI和亚临床动脉粥样硬化的表达签名。在这项研究中,我们在198个FHS参与者中进行的全血(55历史早期MI,72历史,患有高CAC的历史,71种免受MI的升高的CAC水平或历史上的71个对照。与对照相比,我们应用Deseq2鉴定分别以MI和高CAC差异表达的编码基因和长期性非编码RNA(LincrNA)。平均而言,每个样品获得150万个配对读数。在假发现速率(FDR)&?0.1,我们发现68个编码基因和2个Lincrnas,其在早期MI与对照中差异表达。其中,检测60个编码基因,从而在来自鹿特丹研究的807个体的独立RNA-SEQ数据中检测,P值和效果方向支持8个基因。免疫应答,脂质代谢过程和干扰素调节因子在这些68基因中富集。相反,在高CAC与对照中,只有3个编码基因和1个编码基因差异表达。与对照相比,编码高密度脂蛋白的组分,编码高密度脂蛋白的组分,在早期的MI(FDR?= 0.007)和高CAC(FDR?= 0.01)中显着下降。我们鉴定了包括差异表达蛋白质编码基因和LincrNA的早期MI的转录组特征,这表明蛋白质编码基因和Lincrnas在MI的发病机制中的重要作用。

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