神经质的
静息状态功能磁共振成像
自闭症谱系障碍
神经科学
功能磁共振成像
生物
自闭症
大脑活动与冥想
基因
基因表达
遗传学
心理学
脑电图
发展心理学
作者
Stefano Berto,Alex Treacher,Emre Caglayan,Danni Luo,Jillian R. Haney,Michael J. Gandal,Daniel H. Geschwind,Albert Montillo,Geneviève Konopka
标识
DOI:10.1038/s41467-022-31053-5
摘要
Abstract Gene expression covaries with brain activity as measured by resting state functional magnetic resonance imaging (MRI). However, it is unclear how genomic differences driven by disease state can affect this relationship. Here, we integrate from the ABIDE I and II imaging cohorts with datasets of gene expression in brains of neurotypical individuals and individuals with autism spectrum disorder (ASD) with regionally matched brain activity measurements from fMRI datasets. We identify genes linked with brain activity whose association is disrupted in ASD. We identified a subset of genes that showed a differential developmental trajectory in individuals with ASD compared with controls. These genes are enriched in voltage-gated ion channels and inhibitory neurons, pointing to excitation-inhibition imbalance in ASD. We further assessed differences at the regional level showing that the primary visual cortex is the most affected region in ASD. Our results link disrupted brain expression patterns of individuals with ASD to brain activity and show developmental, cell type, and regional enrichment of activity linked genes.
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