生物
表观遗传学
转录组
表型
小胶质细胞
电池类型
神经科学
表观遗传学
基因组学
人脑
计算生物学
转录因子
自闭症
基因表达
基因
遗传学
细胞
基因组
DNA甲基化
心理学
炎症
发展心理学
免疫学
作者
Brie Wamsley,Lucy Bicks,Yuyan Cheng,Riki Kawaguchi,Diana Quintero,Jennifer Grundman,Jianyin Liu,Shaohua Xiao,Natalie Hawken,Michael Margolis,Samantha Mazariegos,Daniel H. Geschwind
标识
DOI:10.1101/2023.03.10.530869
摘要
Understanding how genetic variation exerts its effects on the human brain in health and disease has been greatly informed by functional genomic characterization. Studies over the last decade have demonstrated robust evidence of convergent transcriptional and epigenetic profiles in post-mortem cerebral cortex from individuals with Autism Spectrum Disorder (ASD). Here, we perform deep single nuclear (sn) RNAseq to elucidate changes in cell composition, cellular transcriptomes and putative candidate drivers associated with ASD, which we corroborate using snATAC-seq and spatial profiling. We find changes in cell state composition representing transitions from homeostatic to reactive profiles in microglia and astrocytes, a pattern extending to oligodendrocytes and blood brain barrier cells. We identify profound changes in differential expression involving thousands of genes across neuronal and glial subtypes, of which a substantial portion can be accounted for by specific transcription factor networks that are significantly enriched in common and rare genetic risk for ASD. These data, which are available as part of the PsychENCODE consortium, provide robust causal anchors and resultant molecular phenotypes for understanding ASD changes in human brain.
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