Process / pipelineBioinformatics / omics
Single-cell eQTL Analysis — Cell-type-specific Genetic Regulation of Gene Expression
Single-cell eQTL analysis identifies genetic variants (eQTLs) that regulate gene expression in a cell-type-specific manner by jointly analysing single-cell RNA-seq profiles and donor genotype data. Unlike bulk eQTL methods, it resolves regulatory effects that are diluted or masked when cell types are mixed, enabling discovery of variants whose effects are confined to particular cell states or developmental stages.
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Sources
- Cuomo, A. S. E., et al. (2020). Single-cell RNA-sequencing of differentiating iPS cells reveals dynamic genetic effects on gene expression. Nature Communications, 11(1), 810. link ↗
- Kim-Hellmuth, S., et al. (2020). Cell type–specific genetic regulation of gene expression across human tissues. Science, 369(6509), eaaz8528. link ↗