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通过加权基因共表达网络分析评估与人类肝脏和小肠中基因表达相关的转录因子和非编码RNA

Transcription Factors and ncRNAs Associated with Expression in Human Liver and Small Intestine Assessed with Weighted Gene Co-Expression Network Analysis.

作者信息

Huang Huina, Zhang Siqi, Wen Xiaozhen, Sadee Wolfgang, Wang Danxin, Yang Siyao, Li Liang

机构信息

Department of Medical Genetics, School of Basic Medical Sciences, Southern Medical University, Guangzhou 510515, China.

Center for Pharmacogenomics, Department of Cancer Biology and Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA.

出版信息

Biomedicines. 2022 Nov 28;10(12):3061. doi: 10.3390/biomedicines10123061.

Abstract

CYP3A4, CYP3A5, and CYP3A7, which are located in a multigene locus (), play crucial roles in drug metabolism. To understand the highly variable hepatic expression of CYP3As, regulatory network analyses have focused on transcription factors (TFs). Since long non-coding RNAs (lncRNAs) likely contribute to such networks, we assessed the regulatory effects of both TFs and lncRNAs on expression in the human liver and small intestine, main organs of CYP3A expression. Using weighted gene co-expression network analysis (WGCNA) of GTEx v8 RNA expression data and multiple stepwise regression analysis, we constructed TF-lncRNA- co-expression networks. Multiple lncRNAs and TFs displayed robust associations with expression that differed between liver and small intestines (LINC02499, HNF4A-AS1, AC027682.6, LOC102724153, and RP11-503C24.6), indicating that lncRNAs contribute to variance in expression in both organs. Of these, HNF4A-AS1 had been experimentally demonstrated to affect expression. Incorporating ncRNAs into expression regulatory network revealed additional candidate TFs associated with expression. These results serve as a guide for experimental studies on lncRNA-TF regulation of expression in the liver and small intestines.

摘要

位于一个多基因位点的细胞色素P450 3A4(CYP3A4)、细胞色素P450 3A5(CYP3A5)和细胞色素P450 3A7(CYP3A7)在药物代谢中起关键作用。为了解CYP3A酶在肝脏中的高变异性表达,调控网络分析聚焦于转录因子(TFs)。由于长链非编码RNA(lncRNAs)可能参与此类网络,我们评估了TFs和lncRNAs对人类肝脏和小肠(CYP3A表达的主要器官)中CYP3A表达的调控作用。利用基因型组织表达(GTEx)v8 RNA表达数据的加权基因共表达网络分析(WGCNA)和多步逐步回归分析,我们构建了TF-lncRNA-CYP3A共表达网络。多个lncRNAs和TFs与肝脏和小肠中不同的CYP3A表达呈现出强烈关联(LINC02499、HNF4A-AS1、AC027682.6、LOC102724153和RP11-503C24.6),表明lncRNAs对两个器官中CYP3A表达的差异有影响。其中,HNF4A-AS1已通过实验证明会影响CYP3A表达。将非编码RNA纳入CYP3A表达调控网络揭示了与CYP3A表达相关的其他候选TFs。这些结果为肝脏和小肠中lncRNA-TF对CYP3A表达调控的实验研究提供了指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f604/9775998/828ed7acd7e4/biomedicines-10-03061-g001.jpg

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