학술논문

Transcriptome-wide association studies associated with Crohn’s disease: challenges and perspectives
Document Type
article
Author
Source
Cell & Bioscience, Vol 14, Iss 1, Pp 1-19 (2024)
Subject
Crohn’s disease
Transcriptome-wide association studies
Susceptibility genes
GO functional analysis
Biotechnology
TP248.13-248.65
Biology (General)
QH301-705.5
Biochemistry
QD415-436
Language
English
ISSN
2045-3701
Abstract
Abstract Crohn’s disease (CD) is regarded as a lifelong progressive disease affecting all segments of the intestinal tract and multiple organs. Based on genome-wide association studies (GWAS) and gene expression data, transcriptome-wide association studies (TWAS) can help identify susceptibility genes associated with pathogenesis and disease behavior. In this review, we overview seven reported TWASs of CD, summarize their study designs, and discuss the key methods and steps used in TWAS, which affect the prioritization of susceptibility genes. This article summarized the screening of tissue-specific susceptibility genes for CD, and discussed the reported potential pathological mechanisms of overlapping susceptibility genes related to CD in a certain tissue type. We observed that ileal lipid-related metabolism and colonic extracellular vesicles may be involved in the pathogenesis of CD by performing GO pathway enrichment analysis for susceptibility genes. We further pointed the low reproducibility of TWAS associated with CD and discussed the reasons for these issues, strategies for solving them. In the future, more TWAS are needed to be designed into large-scale, unified cohorts, unified analysis pipelines, and fully classified databases of expression trait loci.