Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder

被引:16
|
作者
Berto, Stefano [1 ]
Treacher, Alex H. [2 ]
Caglayan, Emre [1 ]
Luo, Danni [2 ]
Haney, Jillian R. [3 ,4 ,5 ]
Gandal, Michael J. [3 ,4 ,5 ,6 ]
Geschwind, Daniel H. [3 ,4 ,5 ,6 ]
Montillo, Albert A. [2 ,7 ,8 ]
Konopka, Genevieve [1 ]
机构
[1] UT Southwestern Med Ctr, Dept Neurosci, Dallas, TX 75390 USA
[2] UT Southwestern Med Ctr, Lyda Hill Dept Bioinformat, Dallas, TX 75390 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Dept Psychiat,Program Neurobehav Genet, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Ctr Autism Res & Treatment, David Geffen Sch Med, Semel Inst, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, Program Neurogenet, Dept Neurol,David Geffen Sch Med, Ctr Autism Res & Treatment,Semel Inst, Los Angeles, CA USA
[6] Univ Calif Los Angeles, Dept Human Genet, David Geffen Sch Med, Los Angeles, CA 90095 USA
[7] Univ Texas Southwestern Med Ctr Dallas, Dept Radiol, Dallas, TX 75390 USA
[8] Univ Texas Southwestern Med Ctr Dallas, Adv Imaging Res Ctr, Dallas, TX 75390 USA
关键词
NETWORK; FMRI; INTERNEURONS; ACTIVATION; FILAMIN; NEURONS; IMPACT; CELLS; BOLD;
D O I
10.1038/s41467-022-31053-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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. Gene expression patterns have been associated with functional activity patterns in the brain. Here the authors determine how gene expression patterns in the human brain supports brain phenotypes obtained from resting state fMRI imaging, identifying brain regions and genes relevant to autism.
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页数:11
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