转录组
选择性拼接
生物
自闭症谱系障碍
精神分裂症(面向对象编程)
计算生物学
双相情感障碍
疾病
基因
免疫失调
神经科学
RNA序列
遗传学
RNA剪接
自闭症
基因表达
基因亚型
医学
精神科
免疫系统
核糖核酸
病理
认知
作者
Michael J. Gandal,Pan Zhang,Evi Hadjimichael,Rebecca L. Walker,Chao Chen,Shuang Liu,Hyejung Won,Harm van Bakel,Merina Varghese,Yongjun Wang,Annie W. Shieh,Jillian R. Haney,Sepideh Parhami,Judson Belmont,Minsoo Kim,Patricia Morán Losada,Zenab Khan,Justyna Mleczko,Yan Xia,Rujia Dai
出处
期刊:Science
[American Association for the Advancement of Science]
日期:2018-12-13
卷期号:362 (6420)
被引量:1290
标识
DOI:10.1126/science.aat8127
摘要
Most genetic risk for psychiatric disease lies in regulatory regions, implicating pathogenic dysregulation of gene expression and splicing. However, comprehensive assessments of transcriptomic organization in diseased brains are limited. In this work, we integrated genotypes and RNA sequencing in brain samples from 1695 individuals with autism spectrum disorder (ASD), schizophrenia, and bipolar disorder, as well as controls. More than 25% of the transcriptome exhibits differential splicing or expression, with isoform-level changes capturing the largest disease effects and genetic enrichments. Coexpression networks isolate disease-specific neuronal alterations, as well as microglial, astrocyte, and interferon-response modules defining previously unidentified neural-immune mechanisms. We integrated genetic and genomic data to perform a transcriptome-wide association study, prioritizing disease loci likely mediated by cis effects on brain expression. This transcriptome-wide characterization of the molecular pathology across three major psychiatric disorders provides a comprehensive resource for mechanistic insight and therapeutic development.
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