bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 18 citations · 77 references
Life SciencesNeuroscienceSystems BiologyAutism Spectrum DisordersDevelopmental NeuroscienceGene ExpressionAutism Spectrum Disorder GeneticsMicrotubule-associated ProteinsNeural DevelopmentNeurodevelopmental DisordersNeurogenesisNeuronal Gene ExpressionCell Cycle DynamicsCellular State TransitionsDifferentiation PhenotypesMicrotubule SystemsNeurogenesis DisruptionNeurogenesis-related Gene ExpressionNeuronal Developmental Gene ExpressionNeuronal Rna-binding Proteins
Summary Recent studies have identified over one hundred high-confidence (hc) autism spectrum disorder (ASD) genes. Systems biological and functional analyses on smaller subsets of these genes have consistently implicated excitatory neurogenesis. However, the extent to which the broader set of hcASD genes are involved in this process has not been explored systematically nor have the biological pathways underlying this convergence been identified. Here, we leveraged CROP-Seq to repress 87 hcASD genes in a human in vitro model of cortical neurogenesis. We identified 17 hcASD genes whose repression significantly alters developmental trajectory and results in a common cellular state characterized by disruptions in proliferation, differentiation, cell cycle, microtubule biology, and RNA-binding proteins (RBPs). We also characterized over 3,000 differentially expressed genes, 286 of which had expression profiles correlated with changes in developmental trajectory. Overall, we uncovered transcriptional disruptions downstream of hcASD gene perturbations, correlated these disruptions with distinct differentiation phenotypes, and reinforced neurogenesis, microtubule biology, and RBPs as convergent points of disruption in ASD.
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Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Enrichr: interactive and collaborative HTML5 gene list enrichment analysis tool
Edward Y. Chen, Christopher M. Tan, Yan Kou et al. · BMC Bioinformatics · 2013 · 8.4K citations · Full text