Alterations in the hepatocyte epigenetic landscape in steatosis.

IF 4.2 2区 生物学 Q1 GENETICS & HEREDITY
Ranjan Kumar Maji, Beate Czepukojc, Michael Scherer, Sascha Tierling, Cristina Cadenas, Kathrin Gianmoena, Nina Gasparoni, Karl Nordström, Gilles Gasparoni, Stephan Laggai, Xinyi Yang, Anupam Sinha, Peter Ebert, Maren Falk-Paulsen, Sarah Kinkley, Jessica Hoppstädter, Ho-Ryun Chung, Philip Rosenstiel, Jan G Hengstler, Jörn Walter, Marcel H Schulz, Sonja M Kessler, Alexandra K Kiemer
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引用次数: 0

Abstract

Fatty liver disease or the accumulation of fat in the liver, has been reported to affect the global population. This comes with an increased risk for the development of fibrosis, cirrhosis, and hepatocellular carcinoma. Yet, little is known about the effects of a diet containing high fat and alcohol towards epigenetic aging, with respect to changes in transcriptional and epigenomic profiles. In this study, we took up a multi-omics approach and integrated gene expression, methylation signals, and chromatin signals to study the epigenomic effects of a high-fat and alcohol-containing diet on mouse hepatocytes. We identified four relevant gene network clusters that were associated with relevant pathways that promote steatosis. Using a machine learning approach, we predict specific transcription factors that might be responsible to modulate the functionally relevant clusters. Finally, we discover four additional CpG loci and validate aging-related differential CpG methylation. Differential CpG methylation linked to aging showed minimal overlap with altered methylation in steatosis.

Abstract Image

Abstract Image

Abstract Image

脂肪变性中肝细胞表观遗传景观的改变。
脂肪肝疾病或脂肪在肝脏的积累,已被报道影响全球人口。这增加了发生纤维化、肝硬化和肝细胞癌的风险。然而,关于含有高脂肪和酒精的饮食对表观遗传衰老的影响,关于转录和表观基因组谱的变化,我们知之甚少。在本研究中,我们采用多组学方法,整合基因表达、甲基化信号和染色质信号,研究高脂含酒精饮食对小鼠肝细胞的表观基因组影响。我们确定了四个相关的基因网络簇,它们与促进脂肪变性的相关途径相关。使用机器学习方法,我们预测可能负责调节功能相关集群的特定转录因子。最后,我们发现了另外四个CpG位点,并验证了衰老相关的CpG甲基化差异。与衰老相关的CpG甲基化差异与脂肪变性中甲基化改变的重叠最小。
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来源期刊
Epigenetics & Chromatin
Epigenetics & Chromatin GENETICS & HEREDITY-
CiteScore
7.00
自引率
0.00%
发文量
35
审稿时长
1 months
期刊介绍: Epigenetics & Chromatin is a peer-reviewed, open access, online journal that publishes research, and reviews, providing novel insights into epigenetic inheritance and chromatin-based interactions. The journal aims to understand how gene and chromosomal elements are regulated and their activities maintained during processes such as cell division, differentiation and environmental alteration.
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