Cell GenomicsGenomicsPeer-reviewed journal article
Cell-type and dynamic state govern genetic regulation of gene expression in heterogeneous differentiating cultures
Joshua M PoppiD, Katherine RhodesiD, Radhika Jangi, Mingyuan LiiD, Kenneth BarriD, Karl Tayeb, Alexis J. BattleiD, Yoav GiladiD
Abstract
Identifying the molecular effects of human genetic variation across cellular contexts is crucial for understanding the mechanisms underlying disease-associated loci, yet many cell-types and developmental stages remain underexplored. Here we harnessed the potential of heterogeneous differentiating cultures (HDCs), an in vitro system in which pluripotent cells asynchronously differentiate into a broad spectrum of cell-types. We generated HDCs for 53 human donors and collected single-cell RNA-sequencing data from over 900,000 cells. We identified expression quantitative trait loci in 29 cell-types and characterized regulatory dynamics across diverse differentiation trajectories. This revealed novel regulatory variants for genes involved in key developmental and disease-related processes while replicating known effects from primary tissues, and dynamic regulatory effects associated with a range of complex traits.
- organism: human
- assay: scRNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: benchmarking
- approach: statistical model
- Citations
- 19
- FWCI
- 5.04
- Field percentile
- top 3%
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