Wei Runmin, Wu Yanyan
Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, 1955 East-West Rd, Honolulu, HI, 96822, USA.
Office of Public Health Studies, University of Hawai'i at Mānoa, 1960 East-West Rd, Biomed D-104F, Honolulu, HI, 96822, USA.
BMC Genet. 2018 Sep 17;19(Suppl 1):75. doi: 10.1186/s12863-018-0643-6.
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.
鉴定表观遗传因素与治疗之间的相互作用可能会带来疾病的个性化干预。本文旨在研究非诺贝特治疗对甲基化水平与空腹血甘油三酯(TG)关联的修饰作用,以及甲基化位点之间的相关生物学途径。
采用混合效应模型同时评估治疗前后的关联和药物修饰作用。发现五个胞嘧啶-磷酸-鸟嘌呤(CpG)位点在非诺贝特治疗前后均与TG水平相关:位于11号染色体CPT1A基因上的cg00574958、cg17058475和cg01082498;位于1号染色体SARS上的cg03725309;以及位于21号染色体ABCG1上的cg06500161。此外,非诺贝特治疗修饰了以下4个CpG位点的甲基化水平:位于1号染色体EGLN1基因上的cg20015535;位于1号染色体RNF220基因上的cg24870738;位于10号染色体LOC283050基因上的cg06891775;以及位于16号染色体USP7基因上的cg00607630。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TG水平与几个CpG位点之间关联的修饰作用。途径富集分析表明一些代谢和癌症相关途径发生了改变。我们的发现对未来药物表观遗传学和个性化医学研究具有重要意义。