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首页> 外文期刊>BMC Genomics >A targeted analysis reveals relevant shifts in the methylation and transcription of genes responsible for bile acid homeostasis and drug metabolism in non-alcoholic fatty liver disease
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A targeted analysis reveals relevant shifts in the methylation and transcription of genes responsible for bile acid homeostasis and drug metabolism in non-alcoholic fatty liver disease

机译:一项有针对性的分析揭示了非酒精性脂肪肝疾病中负责胆汁酸稳态和药物代谢的基因的甲基化和转录的相关变化

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Background Non-alcoholic fatty liver disease (NAFLD) is associated with a high risk for liver cirrhosis and cancer. Recent studies demonstrate that NAFLD significantly impacts on the genome wide methylation and expression reporting top hit genes to be associated with e.g. diabetes mellitus. In a targeted analysis we specifically investigate to what extent NAFLD is associated with methylation and transcriptional changes in gene networks responsible for drug metabolism (DM) and bile acid (BA) homeostasis, which may trigger liver and system toxic events. Methods We performed a systematic analysis of 73 genes responsible for BA homeostasis and DM based on liver derived methylation and expression data from three cohort studies including 103 NAFLD and 75 non-NAFLD patients. Using multiple linear regression models, we detected methylation differences in proximity to the transcriptional start site of these genes in two NAFLD cohorts and correlated the methylation of significantly changed CpG sites to transcriptional expression in a third cohort using robust multiple linear regression approaches. Results We detected 64 genes involved in BA homeostasis and DM to be significantly differentially methylated. In 26 of these genes, methylation significantly correlated with RNA expression, detecting i.e. genes such as CYP27A1 , OSTɑ , and SLC27A5 (BA homeostasis), and SLCO2B1, SLC47A1, and several UGT and CYP genes (DM) to be NAFLD dependently modulated. Conclusions NAFLD is associated with significant shifts in the methylation of key genes responsible for BA and DM that are associated with transcriptional modulations. These findings have implications for BA composition, BA regulated metabolic pathways and for drug safety and efficacy.
机译:背景技术非酒精性脂肪肝疾病(NAFLD)与肝硬化和癌症的高风险相关。最近的研究表明,NAFLD显着影响全基因组的甲基化和表达,其报告了与例如H.O.S.等相关的热门基因。糖尿病。在针对性分析中,我们专门研究了NAFLD在多大程度上与负责药物代谢(DM)和胆汁酸(BA)动态平衡的基因网络中的甲基化和转录变化相关,这可能会触发肝脏和系统毒性事件。方法我们基于肝脏衍生的甲基化和来自包括103名NAFLD患者和75名非NAFLD患者在内的三项队列研究的表达数据,系统分析了负责BA动态平衡和DM的73个基因。使用多重线性回归模型,我们在两个NAFLD队列中检测到这些基因的转录起始位点附近的甲基化差异,并使用稳健的多重线性回归方法在第三组中将显着变化的CpG位点的甲基化与转录表达相关。结果我们检测到与BA动态平衡和DM相关的64个基因被甲基化。在这些基因中的26个中,甲基化与RNA表达显着相关,即检测到CYP27A1,OSTɑ和SLC27A5(BA稳态)等基因以及SLCO2B1,SLC47A1和几个UGT和CYP基因(DM)被NAFLD依赖地调控。结论NAFLD与负责BA和DM的关键基因的甲基化的显着变化有关,这些关键基因与转录调节有关。这些发现对BA的组成,BA调节的代谢途径以及药物安全性和功效都有影响。

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