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Population-scale single-cell RNA-seq profiling across dopaminergic neuron differentiation.
- Source :
-
Nature genetics [Nat Genet] 2021 Mar; Vol. 53 (3), pp. 304-312. Date of Electronic Publication: 2021 Mar 04. - Publication Year :
- 2021
-
Abstract
- Studying the function of common genetic variants in primary human tissues and during development is challenging. To address this, we use an efficient multiplexing strategy to differentiate 215 human induced pluripotent stem cell (iPSC) lines toward a midbrain neural fate, including dopaminergic neurons, and use single-cell RNA sequencing (scRNA-seq) to profile over 1 million cells across three differentiation time points. The proportion of neurons produced by each cell line is highly reproducible and is predictable by robust molecular markers expressed in pluripotent cells. Expression quantitative trait loci (eQTL) were characterized at different stages of neuronal development and in response to rotenone-induced oxidative stress. Of these, 1,284 eQTL colocalize with known neurological trait risk loci, and 46% are not found in the Genotype-Tissue Expression (GTEx) catalog. Our study illustrates how coupling scRNA-seq with long-term iPSC differentiation enables mechanistic studies of human trait-associated genetic variants in otherwise inaccessible cell states.
- Subjects :
- Cell Differentiation genetics
Genetic Predisposition to Disease
Humans
Induced Pluripotent Stem Cells physiology
Neurogenesis genetics
Oxidative Stress drug effects
Receptor, Fibroblast Growth Factor, Type 1 genetics
Rotenone toxicity
Sequence Analysis, RNA
Single-Cell Analysis
Dopaminergic Neurons cytology
Dopaminergic Neurons physiology
Induced Pluripotent Stem Cells cytology
Quantitative Trait Loci
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 1546-1718
- Volume :
- 53
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Nature genetics
- Publication Type :
- Academic Journal
- Accession number :
- 33664506
- Full Text :
- https://doi.org/10.1038/s41588-021-00801-6