Cell-type and dynamic state govern genetic regulation of gene expression in heterogeneous differentiating cultures.
Joshua M PoppKatherine RhodesRadhika JangiMingyuan LiKenneth BarrKarl TayebAlexis BattleYoav GiladPublished in: bioRxiv : the preprint server for biology (2024)
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.
Keyphrases
- single cell
- rna seq
- gene expression
- genome wide
- induced apoptosis
- endothelial cells
- cell therapy
- high throughput
- dna methylation
- cell cycle arrest
- poor prognosis
- copy number
- depressive symptoms
- oxidative stress
- magnetic resonance
- magnetic resonance imaging
- induced pluripotent stem cells
- cell death
- machine learning
- stem cells
- mesenchymal stem cells
- cell proliferation
- pluripotent stem cells
- risk assessment
- mass spectrometry
- bone marrow
- human health
- contrast enhanced
- electronic health record
- data analysis
- pi k akt
- genome wide association