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Modification effect of fenofibrate therapy, a longitudinal epigenomic-wide methylation study of triglycerides levels in the GOLDN study

机译:非诺贝特疗法的修饰作用,一项在GOLDN研究中对甘油三酸酯水平进行纵向基因组学全甲基化研究

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Identification of interactions between epigenetic factors and treatments might lead to personalized intervention of diseases. This paper aims to examine the modification effect of fenofibrate therapy on the association of methylation levels and fasting blood triglycerides (TG), and the related biological pathways among methylation sites. Mixed-effects models were employed to assess pre- and posttreatment associations and drug modification effects simultaneously. Five cytosine-phosphate-guanine (CpG) sites were found to be associated with TG levels before and after the fenofibrate therapy: cg00574958, cg17058475, and cg01082498 on CPT1A gene, chromosome 11; cg03725309 on SARS, chromosome 1; and cg06500161 on ABCG1, chromosome 21. In addition, fenofibrate therapy modified the methylation levels on the following 4 CpG sites: cg20015535 (gene EGLN1, chromosome 1); cg24870738 (gene RNF220, chromosome 1); cg06891775 (gene LOC283050, chromosome 10); and cg00607630 (gene USP7, chromosome 16). Further, gene set enrichment analysis (GSEA) identified cancer- and metabolism-related pathways that were associated with TG-related CpG sites. We identified modification effects of fenofibrate on the associations between blood TG levels and several CpG sites. Pathway enrichment analysis indicated the alternations in some metabolism and cancer-related pathways. Our findings have important implications for future research in pharmacoepigenetics and personalized medicine.
机译:鉴定表观遗传因素与治疗之间的相互作用可能导致疾病的个性化干预。本文旨在研究非诺贝特治疗对甲基化水平与空腹甘油三酸酯(TG)关联的修饰作用,以及甲基化位点之间的相关生物途径。采用混合效应模型来同时评估治疗前后的关联性和药物修饰效果。在非诺贝特治疗前后,发现五个胞嘧啶-磷酸-鸟嘌呤(CpG)位点与TG水平相关:CPT1A基因第11号染色体上的cg00574958,cg17058475和cg01082498; SARS染色体1上的cg03725309;非诺贝特治疗改变了以下4个CpG位点的甲基化水平:cg20015535(基因EGLN1,染色体1);和cg06500161在ABCG1(21号染色体)上。 cg24870738(基因RNF220,染色体1); cg06891775(基因LOC283050,染色体10); cg00607630(基因USP7,第16号染色体)。此外,基因集富集分析(GSEA)确定了与TG相关CpG位点相关的癌症和代谢相关途径。我们确定了非诺贝特对血液TG水平和几个CpG位点之间的关联的修饰作用。途径富集分析表明某些代谢途径和癌症相关途径的改变。我们的发现对药物表观遗传学和个性化医学的未来研究具有重要意义。

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