Multi-ancestry genome-wide and transcriptome-wide association analyses identified new risk loci and genes for inflammatory bowel disease
Guo, X.; Lyu, L.; Li, Q.; Li, C.; Dawwas, G. K.; Chen, Y.; Tao, R.; Liu, Q.; Wen, W.; Shu, X.-O.; Washington, K.; Schwartz, D. A.; Zheng, W.; Yin, Z.; Lau, K. S.
Show abstract
To advance genetic understanding of inflammatory bowel disease (IBD), we conducted genome-wide association meta-analyses of 63,415 IBD cases of European and East Asian descendants and identified 90 previously unknown risk loci. Integrating multi-ancestry transcriptome-wide association studies (TWAS), cell type-specific TWAS, alternative splicing (AS-WAS), and alternative polyadenylation (APA-WAS) analyses using RNA-seq data from normal colon tissues of 707 European and 364 East Asian individuals, we uncovered 506 high-confidence IBD risk genes, including 384 not previously reported. These genes converge on immune regulation, microbial interaction, and other pathways central to IBD pathogenesis, with over half showing transcriptional dysregulation supported by single-cell and spatial omics analyses. Notably, 46 risk genes are targeted by 225 drugs that have been approved or in Phase II/III trials, including sulfasalazine already used in IBD therapy. Our study findings deepen the understanding of IBD genetics and support the development of precision medicine for its prevention and treatment.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sequencing of over 100,000 individuals identifies multiple genes and rare variants associated with Crohns disease susceptibility 98%
- Large scale genome-wide association study in a Japanese population identified 45 novel susceptibility loci for 22 diseases 96%
- Central role of glycosylation processes in human genetic susceptibility to SARS-CoV-2 infections with Omicron variants 95%
Similar papers in this journal
- Multiomic analysis reveals cellular and epigenetic plasticity in intestinal pouches of ulcerative colitis patients 97%
- Investigating the shared genetic architecture between multiple sclerosis and inflammatory bowel diseases 96%
- USP18 modulates lupus risk via negative regulation of interferon response 96%
Similar papers in this journal
- Genetic and non-genetic factors affecting the expression of COVID-19 relevant genes in the large airway epithelium 96%
- A multilayered post-GWAS assessment on genetic susceptibility to pancreatic cancer 94%
- IFN-γ and TNF-α drive a CXCL10+ CCL2+ macrophage phenotype expanded in severe COVID-19 and other diseases with tissue inflammation 94%
Similar papers in this journal
- Genetic adaptation to pathogens and increased risk of inflammatory disorders in post-Neolithic Europe 95%
- Rhinovirus infection of airway epithelial cells uncovers the non-ciliated subset as a likely driver of genetic susceptibility to childhood-onset asthma 95%
- Proteome-wide Mendelian randomization in global biobank meta-analysis reveals multi-ancestry drug targets for common diseases 95%
Similar papers in this journal
- Synteny: a high throughput web tool to streamline causal gene prioritisation and provide insight into protein function 93%
- Reference-guided Genome Assembly of Long Non-coding RNA Transcripts reveals Target Genes Associated With Crohn's Disease 93%
- Gene co-expression network analysis in human spinal cord highlights mechanisms underlying amyotrophic lateral sclerosis susceptibility 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.