Cell stem cell · 2018 · 192 citations · 52 references
Life SciencesNeurobiologyNeuroscienceCellular NeuroscienceMolecular NeurobiologyMolecular NeuroscienceEpigenetic Regulation In NeurodegenerationMolecular Basis Of NeurodegenerationNeurodegenerative DiseasesNeurodegenerative DisordersParkinson DiseaseParkinsonian DisordersDopaminergic NeurodegenerationNigrostriatal Dopamine SystemParkinson Disease EpigeneticsParkinson Disease PathologyParkinson's Disease GeneticsParkinsonian DegenerationSingle-cell Rna SequencingSingle-cell Transcriptomics In Neuroscience
Induced pluripotent stem cell (iPSC)-derived dopamine neurons provide an opportunity to model Parkinson's disease (PD), but neuronal cultures are confounded by asynchronous and heterogeneous appearance of disease phenotypes in vitro. Using high-resolution, single-cell transcriptomic analyses of iPSC-derived dopamine neurons carrying the GBA-N370S PD risk variant, we identified a progressive axis of gene expression variation leading to endoplasmic reticulum stress. Pseudotime analysis of genes differentially expressed (DE) along this axis identified the transcriptional repressor histone deacetylase 4 (HDAC4) as an upstream regulator of disease progression. HDAC4 was mislocalized to the nucleus in PD iPSC-derived dopamine neurons and repressed genes early in the disease axis, leading to late deficits in protein homeostasis. Treatment of iPSC-derived dopamine neurons with HDAC4-modulating compounds upregulated genes early in the DE axis and corrected PD-related cellular phenotypes. Our study demonstrates how single-cell transcriptomics can exploit cellular heterogeneity to reveal disease mechanisms and identify therapeutic targets.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Induction of Pluripotent Stem Cells from Adult Human Fibroblasts by Defined Factors
Kazutoshi Takahashi, Koji Tanabe, Mari Ohnuki et al. · Cell · 2007 · 20.2K citations
Near-optimal probabilistic RNA-seq quantification
Nicolas Bray, Harold Pimentel, Páll Melsted et al. · Nature Biotechnology · 2016 · 11K citations · Full text