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耐力运动训练期间关键转录调控程序的多组学鉴定

Multi-omic identification of key transcriptional regulatory programs during endurance exercise training.

作者信息

Smith Gregory R, Zhao Bingqing, Lindholm Malene E, Raja Archana, Viggars Mark, Pincas Hanna, Gay Nicole R, Sun Yifei, Ge Yongchao, Nair Venugopalan D, Sanford James A, Amper Mary Anne S, Vasoya Mital, Smith Kevin S, Montgomery Stephen, Zaslavsky Elena, Bodine Sue C, Esser Karyn A, Walsh Martin J, Snyder Michael P

机构信息

Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029.

These authors contributed equally.

出版信息

bioRxiv. 2023 Oct 23:2023.01.10.523450. doi: 10.1101/2023.01.10.523450.

Abstract

Transcription factors (TFs) play a key role in regulating gene expression and responses to stimuli. We conducted an integrated analysis of chromatin accessibility, DNA methylation, and RNA expression across eight rat tissues following endurance exercise training (EET) to map epigenomic changes to transcriptional changes and determine key TFs involved. We uncovered tissue-specific changes and TF motif enrichment across all omic layers, differentially accessible regions (DARs), differentially methylated regions (DMRs), and differentially expressed genes (DEGs). We discovered distinct routes of EET-induced regulation through either epigenomic alterations providing better access for TFs to affect target genes, or via changes in TF expression or activity enabling target gene response. We identified TF motifs enriched among correlated epigenomic and transcriptomic alterations, DEGs correlated with exercise-related phenotypic changes, and EET-induced activity changes of TFs enriched for DEGs among their gene targets. This analysis elucidates the unique transcriptional regulatory mechanisms mediating diverse organ effects of EET.

摘要

转录因子(TFs)在调节基因表达和对刺激的反应中起关键作用。我们对耐力运动训练(EET)后的八种大鼠组织进行了染色质可及性、DNA甲基化和RNA表达的综合分析,以将表观基因组变化映射到转录变化,并确定涉及的关键转录因子。我们在所有组学层面、差异可及区域(DARs)、差异甲基化区域(DMRs)和差异表达基因(DEGs)中发现了组织特异性变化和转录因子基序富集。我们发现了EET诱导的调节的不同途径,要么是通过表观基因组改变为转录因子提供更好的机会来影响靶基因,要么是通过转录因子表达或活性的变化使靶基因产生反应。我们确定了在相关的表观基因组和转录组改变中富集的转录因子基序、与运动相关表型变化相关的差异表达基因,以及在其基因靶标中富集了差异表达基因的EET诱导的转录因子活性变化。该分析阐明了介导EET对不同器官影响的独特转录调控机制。

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