Decoding visceral adipose tissue molecular signatures in obesity and insulin resistance: a multi‐omics approach

小RNA 胰岛素抵抗 脂肪组织 肥胖 生物信息学 基因 基因调控网络 生物 转录因子 KLF4公司 转录组 HNF1A型 计算生物学 医学 遗传学 癌症研究 基因表达 内分泌学 SOX2
作者
Dipayan Roy,Raghumoy Ghosh,Ritwik Ghosh,Manoj Khokhar,Ma Yin Yin Naing,Julián Benito‐León
出处
期刊:Obesity [Wiley]
卷期号:32 (11): 2149-2160 被引量:3
标识
DOI:10.1002/oby.24146
摘要

Abstract Objective Obesity‐associated insulin resistance (IR) is responsible for considerable morbidity and mortality globally. Despite vast genomic data, many areas, from pathogenesis to management, still have significant knowledge gaps. We aimed to characterize visceral adipose tissue (VAT) in obesity and IR through a multi‐omics approach. Methods We procured data on VAT samples from the Gene Expression Omnibus (GEO) for the following two groups: 1) populations with obesity ( n = 34) versus those without ( n = 26); and 2) populations with obesity and IR ( n = 15) versus those with obesity but without IR ( n = 15). Gene set enrichment, protein‐protein interaction network construction, hub gene identification, and drug‐gene interactions were performed, followed by regulatory network prediction involving transcription factors (TFs) and microRNAs (miRNAs). Results Interleukin signaling pathways, cellular differentiation, and regulation of immune response revealed a significant cross talk between VAT and the immune system. Other findings include cancer pathways, neurotrophin signaling, and aging. A total of 10 hub genes, i.e., STAT1 , KLF4 , DUSP1 , EGR1 , FOS , JUN , IL2 , IL6 , MMP9 , and FGF9 , 24 TFs, and approved hub gene‐targeting drugs were obtained. A total of 10 targeting miRNAs (e.g., hsa‐miR‐155‐5p, hsa‐miR‐34a‐5p) were associated with obesity and IR‐related pathways. Conclusions Our multi‐omics integration method revealed hub genes, TFs, and miRNAs that can be potential targets for investigation in VAT‐related inflammatory processes and IR, therapeutic management, and risk stratifications. image
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