Resolving inflammatory bowel disease risk variants to genes and cell types
Fachal, L.; Zhang, R.; Gettler, K.; Haritunians, T.; Cleynen, I.; Stevens, C. R.; Zhang, Q.; Tastad, C.; Medici, C.; Do, R.; IIBDGC GWAS Group, ; Abreu, M. T.; Achkarj, J.-P.; Ahmad, T.; Bel Kok, K.; Bernstein, C.; Brooks, J.; Bujanda, L.; Butterworth, J.; Clark, K.; Cummings, F.; D'Amato, M.; Del Buono, J.; Duerr, R. H.; Ellinghaus, D.; Foley, S.; Franchimont, D.; Franke, A.; Hancock, L.; Hart, A.; Hooper, P.; Irving, P.; Jarvis, M.; Johnston, E.; Julia, A.; Kemp, C.; Kennedy, N.; Kupcinskas, J.; Latiano, A.; Lewis, J.; Li, A.; Limdi, J.; Louis, E.; McLaughlin, J.; Moayyedi, P.; Moran, G.; M
Show abstract
Inflammatory bowel diseases (IBD), principally Crohn's disease (CD) and ulcerative colitis (UC), are common chronic disorders involving inflammation and often progressive tissue damage. Genome-wide association studies have mapped many risk signals, but the causal variants, effector genes and relevant cellular contexts remain difficult to resolve, limiting mechanistic interpretation and therapeutic translation. Here we performed a multi-ancestry GWAS meta-analysis of 125,992 individuals with IBD and more than 1.2 million controls, identifying 619 independent association signals (374 novel) at 420 IBD regions that account for 77-80% of SNP-based heritability. Fine-mapping resolved 81 high-confidence variants, 41 not previously reported. Although most signals were shared between CD and UC, 39% showed subtype specificity, with UC signals showing stronger enrichment in functional annotations from intestinal epithelial, secretory and enteroendocrine cells, and CD showing stronger genetic correlations with circulating inflammatory biomarkers, including C-reactive protein and glycoprotein acetylation. Latent causal modelling supported a causal effect of decreased high-density lipoprotein on CD risk. By integrating bulk and single-cell eQTL and pQTL resources using colocalisation and Mendelian randomisation, together with coding-variant evidence from exome sequencing, we prioritised 664 candidate effector genes across 341 signals, including 390 newly implicated IBD genes, revealing new biological mechanisms and candidate therapeutic targets supported by human genetics.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Fine-mapping, trans-ancestral and genomic analyses identify causal variants, cells, genes and drug targets for type 1 diabetes 96%
- Genome-wide analyses of 200,453 individuals yields new insights into the causes and consequences of clonal hematopoiesis 96%
- A global atlas of genetic associations of 220 deep phenotypes 95%
Similar papers in this journal
- Identification of 38 novel loci for systemic lupus erythematosus and genetic heterogeneity that may underly population disparities in this disease 96%
- COVID-19 genetic risk variants are associated with expression of multiple genes in diverse immune cell types. 96%
- Dictionary of human intestinal organoid responses to secreted niche factors at single cell resolution 96%
Similar papers in this journal
- Cystatin C is glucocorticoid-responsive, directs recruitment of Trem2+ macrophages and predicts failure of cancer immunotherapy 96%
- Impact of disease-associated chromatin accessibility QTLs across immune cell types and contexts 95%
- Meta-analysis fine-mapping is often miscalibrated at single-variant resolution 95%
Similar papers in this journal
"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.