bioRxivGenomicsPreprint
Cell type-specific and disease-associated eQTL in the human lung
Heini M. NatriiD, Christina Brady Del AzodiiD, Lance M. PeteriD, Chase J. TayloriD, Sagrika ChughiD, Robert Kendle, Mei-I Chung, David K. Flaherty, Brittany K. Matlock, Carla L. Calvi, Timothy S. BlackwelliD, Lorraine B. WareiD, Matthew D. BacchettaiD, Rajat WaliaiD, Ciara M. ShaveriD, Jonathan A. KropskiiD, Davis James McCarthyiD, Nicholas E. BanovichiD
Abstract
Common genetic variants confer substantial risk for chronic lung diseases, including pulmonary fibrosis (PF). 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 67 PF and 49 unaffected donors. Employing a pseudo-bulk approach, we mapped expression quantitative trait loci (eQTL) across 38 cell types, observing both shared and cell type-specific regulatory effects. Further, we identified disease-interaction eQTL and demonstrated that this class of associations is more likely to be cell-type specific and linked to cellular dysregulation in PF. Finally, we connected PF 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 eQTL as key regulators of lung homeostasis and disease.
- organism: human
- assay: scRNA-seq
- research focus: eQTL / molecular QTL mapping
- approach: statistical model
- Citations
- 24
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