medRxivGenetic & Genomic MedicinePreprint
Cell-type-resolved genetic regulatory variation shapes inflammatory bowel disease risk
Tobi AlegbeiD, Bradley T. HarrisiD, Laura FachaliD, Lucia Ramirez-NavarroiD, Marcus TutertiD, Monika KrzakiD, Mennatallah GhourabaiD, Michelle StricklandiD, Matiss OzolsiD, Celeste E CoheniD, Saniya KhullariD, Eleonora KhabirovaiD, Nikolaos I. PanousisiD, David OchoaiD, Noor WanaiD, May Xueqi HuiD, Jason Skelton, Jasmin OstermayeriD, Kimberly Ai Xian CheamiD, D. Leland TayloriD, Yong GuiD, Claire Dawson, Tina Thompson, Kenneth Arestang, Nilanga NishadiD, , Carl A. AndersoniD
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.
- organism: human
- assay: scRNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 1
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