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Alcohol-responsive genes identified in human iPSC-derived neural cultures

机译:在人类iPSC衍生的神经培养物中鉴定出酒精反应性基因

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Alcohol use contributes to numerous diseases and injuries. The nervous system is affected by alcohol in diverse ways, though the molecular mechanisms of these effects are not clearly understood. Using human-induced pluripotent stem cells (iPSCs), we developed a neural cell culture model to identify the mechanisms of alcohol's effects. iPSCs were generated from fibroblasts and differentiated into forebrain neural cells cultures that were treated with 50?mM alcohol or sham conditions (same media lacking alcohol) for 7 days. We analyzed gene expression using total RNA sequencing (RNA-seq) for 34 samples derived from 10 subjects and for 10 samples from 5 subjects in an independent experiment that had intermittent exposure to the same dose of alcohol. We also analyzed genetic effects on gene expression and conducted a weighted correlation network analysis. We found that differentiated neural cell cultures have the capacity to recapitulate gene regulatory effects previously observed in specific primary neural tissues and identified 226 genes that were differentially expressed (FDR??0.1) after alcohol treatment. The effects on expression included decreases in INSIG1 and LDLR, two genes involved in cholesterol homeostasis. We also identified a module of 58 co-expressed genes that were uniformly decreased following alcohol exposure. The majority of these effects were supported in independent alcohol exposure experiments. Enrichment analysis linked the alcohol responsive genes to cell cycle, notch signaling, and cholesterol biosynthesis pathways, which are disrupted in several neurological disorders. Our findings suggest that there is convergence between these disorders and the effects of alcohol exposure.
机译:饮酒会导致多种疾病和伤害。酒精会以多种方式影响神经系统,尽管尚不清楚这些作用的分子机制。使用人类诱导的多能干细胞(iPSC),我们开发了一种神经细胞培养模型来鉴定酒精作用的机制。 iPSC由成纤维细胞产生,并分化为前脑神经细胞培养物,用50?mM酒精或假条件(缺少酒精的相同培养基)处理7天。我们使用总RNA测序(RNA-seq)分析了10个受试者的34个样品和5个受试者的10个样品的基因表达,该试验是在间歇性暴露于相同剂量酒精的独立实验中进行的。我们还分析了基因表达对遗传的影响,并进行了加权相关网络分析。我们发现,分化的神经细胞培养物具有概括先前在特定的初级神经组织中观察到的基因调节作用的能力,并鉴定了在酒精处理后有差异表达(FDR≤0.1)的226个基因。对表达的影响包括INSIG1和LDLR的减少,这两个基因参与胆固醇体内稳态。我们还确定了58个共表达基因的模块,这些模块在酒精暴露后均匀下降。这些作用中的大多数在独立的酒精暴露实验中得到支持。富集分析将酒精反应基因与细胞周期,Notch信号传导和胆固醇生物合成途径联系起来,这些途径在几种神经系统疾病中被破坏。我们的发现表明,这些疾病与酒精暴露的影响之间存在收敛性。

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