Nature Communications · 2023 · 61 citations · 34 references
Life SciencesCell BiologyGeneticsEpigeneticsEpigenomicsStem Cell BiologyCell-type-specific TranscriptomicsSingle-cell GenomicsStem Cell DifferentiationStem Cell GenomicsDrug Response PhenotypesExpression Level VariationHuman Induced Pluripotent Stem Cell ModelsInduced Pluripotent Stem Cell ModelsInduced Pluripotent Stem CellsSingle-cell Dna SequencingStem Cell EpigenomicsStem Cell-based Models
The mechanisms by which DNA alleles contribute to disease risk, drug response, and other human phenotypes are highly context-specific, varying across cell types and different conditions. Human induced pluripotent stem cells are uniquely suited to study these context-dependent effects but cell lines from hundreds or thousands of individuals are required. Village cultures, where multiple induced pluripotent stem lines are cultured and differentiated in a single dish, provide an elegant solution for scaling induced pluripotent stem experiments to the necessary sample sizes required for population-scale studies. Here, we show the utility of village models, demonstrating how cells can be assigned to an induced pluripotent stem line using single-cell sequencing and illustrating that the genetic, epigenetic or induced pluripotent stem line-specific effects explain a large percentage of gene expression variation for many genes. We demonstrate that village methods can effectively detect induced pluripotent stem line-specific effects, including sensitive dynamics of cell states.
34
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text
Genetic effects on gene expression across human tissues
Gioele La Manno, Ruslan Soldatov, Amit Zeisel et al. · Nature · 2018 · 4.5K citations · Full text