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

Heini M NatriChristina B Del AzodiLance PeterChase J TaylorSagrika ChughRobert KendleMei-I ChungDavid K FlahertyBrittany K MatlockCarla L CalviTimothy S BlackwellLorraine B WareMatthew D BacchettaRajat WaliaCiara M ShaverJonathan A KropskiDavis J McCarthyNicholas E Banovich
Published in: Nature genetics (2024)
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.
Keyphrases
  • pulmonary fibrosis
  • single cell
  • gene expression
  • genome wide
  • poor prognosis
  • dna methylation
  • stem cells
  • copy number
  • transcription factor
  • bone marrow
  • long non coding rna
  • genome wide association study