Cell ReportsNeurosciencePeer-reviewed journal article
Neuron-specific protein network mapping of autism risk genes identifies shared biological mechanisms and disease relevant pathologies
Nadeem MurtazaiD, Annie A. Cheng, Chad O. Brown, Durga Praveen MekaiD, Shuai HongiD, Jarryll A. UyiD, Joelle El-Hajjar, Neta Pipko, Brianna K. UndaiD, Birgit Schwanke, Sansi Xing, Bhooma ThiruvahindrapuramiD, Worrawat EngchuaniD, Brett TrostiD, Éric DeneaultiD, Froylán Calderón de AndaiD, Bradley W. DobleiD, James EllisiD, Evdokia A. AnagnostouiD, Gary D. BaderiD, Stephen W. SchereriD, Yu Lu, Karun Kar SinghiD
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Abstract
Manuscript summaryThere are hundreds of risk genes associated with autism spectrum disorder (ASD), but signaling networks at the protein level remain unexplored. We use neuron-specific proximity-labeling proteomics (BioID) to identify protein-protein interaction (PPI) networks for 41 ASD-risk genes. Neuron-specific PPI networks, including synaptic transmission proteins, are disrupted by de novo missense variants. The PPI network map reveals convergent pathways, including mitochondrial/metabolic processes, Wnt signaling, and MAPK signaling. CRISPR knockout reveal an association between mitochondrial activity and ASD-risk genes. The PPI network shows an enrichment of 112 additional ASD-risk genes and differentially expressed genes from post-mortem ASD patients. Clustering of risk genes based on PPI networks identifies gene groups corresponding to clinical behavior score severity. Our data reveal that cell type-specific PPI networks can identify individual and convergent ASD signaling networks, provide a method to assess patient variants, and reveal biological insight into disease mechanisms and sub-cohorts of ASD.
- organism: human
- assay: proteomics
- research focus: gene regulatory network inference
- approach: experimental assay
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