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全基因组跨性状和多组学联合分析揭示炎症性肠病的分子机制并确定其新的治疗基因。

Joint analysis of genome-wide cross-trait and multi-omics reveals molecular mechanisms of inflammatory bowel disease and nominates its novel therapeutic genes.

作者信息

Zhu Zijun, Wei Rongxing, Li Hailong, Wang Xin, He Guanzhi, Du Meiyu, Tan Senwei, Cheng Liang

机构信息

College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.

NHC Key Laboratory of Molecular Probe and Targeted Diagnosis and Therapy, Harbin Medical University, Harbin, Heilongjiang, China.

出版信息

FASEB J. 2025 Jan 15;39(1):e70305. doi: 10.1096/fj.202402489R.

DOI:10.1096/fj.202402489R
PMID:39792054
Abstract

Inflammatory bowel disease (IBD) with the two predominant endophenotypes-Crohn's disease (CD) and ulcerative colitis (UC)-represents a group of chronic gastrointestinal inflammatory conditions. Since most genetic associations with IBD are often limited to independent subtypes, we reported a genome-wide association study (GWAS) cross-trait analysis combined with CD and UC to enhance statistical power. Initially, we detected 256 association signals at 54 genomic susceptibility loci and further characterized the functionality of variants within these regions. Subsequently, we revealed tissue and cell-specific heritability enrichment, particularly in whole blood, small intestine terminal ileum, spleen, lung, and colon transverse. Leveraging multi-omics datasets, we adopted a two-pronged approach comprising summary data-based Mendelian randomization (SMR) and transcriptome-wide association study (TWAS) to pinpoint likely causal genes and variants. Further, RNA-seq analysis facilitated the evaluation of differential expression and co-expression in intestinal tissues. Through a multi-stage prioritization strategy, compelling evidence for putative targets was nominated; notably highlighting several potential susceptibility genes such as IL27 and SBNO2. Finally, we utilized Mendelian randomization (MR) analysis with diverse datasets to verify the convergence of these two endophenotype-driven genes. Our investigation yields valuable insights to inform genetic mechanisms in IBD and reveal potential causal gene targets.

摘要

炎症性肠病(IBD)以两种主要的内表型——克罗恩病(CD)和溃疡性结肠炎(UC)为代表,是一组慢性胃肠道炎症性疾病。由于大多数与IBD相关的基因关联通常仅限于独立的亚型,我们开展了一项全基因组关联研究(GWAS)跨性状分析,将CD和UC结合起来以提高统计效能。最初,我们在54个基因组易感位点检测到256个关联信号,并进一步对这些区域内变异的功能进行了表征。随后,我们揭示了组织和细胞特异性遗传力富集现象,特别是在全血、小肠末端回肠、脾脏、肺和结肠横段。利用多组学数据集,我们采用了一种双管齐下的方法,包括基于汇总数据的孟德尔随机化(SMR)和全转录组关联研究(TWAS),以确定可能的因果基因和变异。此外,RNA测序分析有助于评估肠道组织中的差异表达和共表达情况。通过多阶段优先排序策略,为假定靶点提供了有力证据;特别突出了几个潜在的易感基因,如IL27和SBNO2。最后,我们利用多种数据集进行孟德尔随机化(MR)分析,以验证这两个由内表型驱动的基因的趋同性。我们的研究提供了有价值的见解,为IBD的遗传机制提供信息,并揭示潜在的因果基因靶点。

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