Cell-type-specific and disease-associated expression quantitative trait loci in the human lung

Nat Genet. 2024 Apr;56(4):595-604. doi: 10.1038/s41588-024-01702-0. Epub 2024 Mar 28.

Abstract

Common genetic variants confer substantial risk for chronic lung diseases, including pulmonary fibrosis. Defining the genetic control of gene expression in a cell-type-specific and context-dependent manner is critical for understanding the mechanisms through which genetic variation influences complex traits and disease pathobiology. To this end, we performed single-cell RNA sequencing of lung tissue from 66 individuals with pulmonary fibrosis and 48 unaffected donors. Using a pseudobulk approach, we mapped expression quantitative trait loci (eQTLs) across 38 cell types, observing both shared and cell-type-specific regulatory effects. Furthermore, we identified disease interaction eQTLs and demonstrated that this class of associations is more likely to be cell-type-specific and linked to cellular dysregulation in pulmonary fibrosis. Finally, we connected lung disease risk variants to their regulatory targets in disease-relevant cell types. These results indicate that cellular context determines the impact of genetic variation on gene expression and implicates context-specific eQTLs as key regulators of lung homeostasis and disease.

MeSH terms

  • Gene Expression Regulation / genetics
  • Genome-Wide Association Study / methods
  • Humans
  • Lung
  • Multifactorial Inheritance
  • Polymorphism, Single Nucleotide
  • Pulmonary Fibrosis* / genetics
  • Quantitative Trait Loci* / genetics