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基于转录组全基因组关联研究数据和信使 RNA 表达谱的综合分析,确定了炎症性肠病的候选基因和通路。

Integrative analysis of transcriptome-wide association study data and messenger RNA expression profiles identified candidate genes and pathways for inflammatory bowel disease.

机构信息

Key Laboratory of Trace Elements and Endemic Diseases of National Health and Family Planning Commission, Key Laboratory of Environment and Genes Related to Diseases of Ministry of Education, Collaborative Innovation Center of Endemic Diseases and Health Promotion in Silk Road Region, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, Shaanxi, P.R. China.

出版信息

J Cell Biochem. 2019 Sep;120(9):14831-14837. doi: 10.1002/jcb.28744. Epub 2019 Apr 22.

Abstract

Inflammatory bowel disease (IBD) is a complex disease, resulting from abnormal immune response to intestinal tract microbiota in genetically susceptible individuals. Crohn's disease and ulcerative colitis (UC) are the two major types of IBD. Transcriptome-wide association study (TWAS) of IBD was first performed using a large-scale genome-wide association study summary data sets of IBD. The FUSION software was applied for TWAS, considering various tissues and cells. The genes identified by TWAS were then validated by the gene expression profiling data sets of IBD. The functional annotation and potential pathways of common differentially expressed genes were further subjected to gene ontology (GO) and pathway enrichment analysis. Integrative analysis of TWAS and messenger RNA (mRNA) expression data detected several tissues related common genes for UC, such as HLA-DRB1 (P = 0.024; mRNA expression ratio = 1.700) and TAP2 in colon (P = 0.047; mRNA expression ratio = 2.170). Further comparing the GO enrichment analysis results of TWAS and mRNA expression data, we identified 11 common GO terms for UC, such as plasma membrane (P value = 5.08 × 10 ) in intestinal tissues and immune response (P = 0.001) in peripheral blood. We also detected several common pathways for UC, including cell adhesion molecules (P = 0.003) in intestinal tissues, IBD (P = 0.049) in whole blood and phagosome (P = 0.0003) in peripheral blood. Our study results provide novel clues for understanding the genetic mechanism of IBD.

摘要

炎症性肠病(IBD)是一种复杂的疾病,是由遗传易感个体对肠道微生物群的异常免疫反应引起的。克罗恩病和溃疡性结肠炎(UC)是 IBD 的两种主要类型。使用 IBD 的大规模全基因组关联研究汇总数据首次进行了 IBD 的全转录组关联研究(TWAS)。应用 FUSION 软件进行 TWAS,考虑了各种组织和细胞。通过 IBD 的基因表达谱数据进一步验证了 TWAS 鉴定的基因。进一步对常见差异表达基因的功能注释和潜在途径进行了基因本体论(GO)和途径富集分析。TWAS 和信使 RNA(mRNA)表达数据的综合分析检测到几个与 UC 相关的常见基因,如结肠中的 HLA-DRB1(P = 0.024;mRNA 表达比 = 1.700)和 TAP2(P = 0.047;mRNA 表达比 = 2.170)。进一步比较 TWAS 和 mRNA 表达数据的 GO 富集分析结果,我们确定了 11 个与 UC 共同的 GO 术语,如肠道组织中的质膜(P 值=5.08×10 )和外周血中的免疫反应(P=0.001)。我们还检测到几个与 UC 共同的途径,包括肠道组织中的细胞粘附分子(P=0.003)、全血中的 IBD(P=0.049)和外周血中的吞噬体(P=0.0003)。我们的研究结果为理解 IBD 的遗传机制提供了新的线索。

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