Cell-type-resolved genetic regulatory variation shapes inflammatory bowel disease risk
Alegbe, T.; Harris, B. T.; Fachal, L.; Ramirez Navarro, L.; Tutert, M.; Krzak, M.; Ghouraba, M.; Strickland, M.; Ozols, M.; Khoullar, S.; Khabirova, E.; Panousis, N. I.; Ochoa, D.; Wana, N.; Hu, M. X.; Skelton, J.; Ostermayer, J.; Cheam, K. A. X.; Taylor, D. L.; Gu, Y.; Dawson, C.; Thompson, T.; Arestang, K.; Nishad, N.; Leonard, S.; Iyer, V.; McIntyre, R. E.; Parkes, M.; Wallace, C.; Cotobal Martin, C.; Jones, G.-R.; Raine, T.; Anderson, C. A.
Show abstract
Most genetic variants associated with complex diseases lie in non-coding regions, complicating efforts to identify effector genes and relevant cell types. Here, we map cis-eQTLs across 2.2 million single cells from blood and intestinal biopsies of 421 individuals, including 125 with inflammatory bowel disease (IBD). Cell-type-level eQTLs were more distal to transcription start sites, enriched in enhancers, less likely to regulate the nearest gene, and over two-fold more likely to colocalise with IBD GWAS loci than eQTLs detected at tissue-level resolution. We nominate effector genes at over half of known IBD loci, including MAML2, PSEN2, and ZMIZ1 in myeloid cells, implicating reduced Notch signalling in intestinal immune dysfunction. We also identify Wnt regulated genes, including MYC, in epithelial stem and progenitor cells, suggesting that impaired renewal contributes to barrier breakdown. Our results provide a mechanistic map linking genetic risk to specific genes and cell types in IBD, and a framework for effector gene discovery in complex disease.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genome-wide analyses of 200,453 individuals yields new insights into the causes and consequences of clonal hematopoiesis 97%
- Tissue-specific enhancer-gene maps from multimodal single-cell data identify causal disease alleles 96%
- Prioritization of autoimmune disease-associated genetic variants that perturb regulatory element activity in T cells 96%
Similar papers in this journal
- Dictionary of human intestinal organoid responses to secreted niche factors at single cell resolution 97%
- Postnatal intestinal epithelial maturation by LSD1 controls the small intestinal immune cell composition independently from the microbiota 97%
- Mechanisms of Epigenomic and Functional Convergence Between Glucocorticoid and IL4-Driven Macrophage Programming 96%
Similar papers in this journal
Similar papers in this journal
- Impact of disease-associated chromatin accessibility QTLs across immune cell types and contexts 97%
- Genetic adaptation to pathogens and increased risk of inflammatory disorders in post-Neolithic Europe 96%
- Cystatin C is glucocorticoid-responsive, directs recruitment of Trem2+ macrophages and predicts failure of cancer immunotherapy 96%
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.