Cell-type-resolved genetic variation shapes inflammatory bowel disease risk

Cell-type-resolved genetic variation shapes inflammatory bowel disease risk

Nature health

Key Points:

  • The study involved recruitment of 421 individuals (125 with Crohn’s Disease (CD) and 296 controls) from Addenbrooke’s Hospital, UK, with gastrointestinal biopsies and blood samples collected for single-cell RNA sequencing (scRNA-seq) and genotyping.
  • A comprehensive single-cell dissociation and sequencing protocol was applied, yielding over 2 million high-quality cells across multiple cell lineages (epithelial, mesenchymal, immune, etc.), with detailed clustering and annotation based on canonical marker genes.
  • Expression quantitative trait locus (eQTL) mapping was performed using TensorQTL on pseudobulked scRNA-seq data, identifying cis-eQTLs and interaction eQTLs (ieQTLs) with correction for multiple testing and population structure, enabling discovery of genetic regulation in specific cell types and conditions.
  • Colocalization analyses between eQTLs and inflammatory bowel disease (IBD) genome-wide association study (GWAS) loci were conducted, revealing cell type-specific disease effector genes and pathways, including enrichment in Notch and Wnt signaling pathways.
  • Additional analyses included enrichment of eQTLs in genomic regulatory annotations, assessment of therapeutic targets linked to colocalized genes, and rigorous quality control and validation steps to ensure robustness of findings.

Trending Business

Trending Technology

Trending Health