诱导多能干细胞
生物
表观遗传学
全基因组关联研究
神经科学
自闭症
染色质
计算生物学
遗传学
基因
单核苷酸多态性
心理学
精神科
DNA甲基化
基因表达
基因型
胚胎干细胞
作者
Xiaoyu Yang,Ian Jones,Poshen B. Chen,Han Yang,Xingjie Ren,Lina Zheng,Bin Li,Yang Eric Li,Quan Sun,Jia Wen,Cooper Beaman,Xiekui Cui,Yun Li,Wei Wang,Ming Hu,Bing Ren,Yin Shen
标识
DOI:10.1101/2023.08.30.555359
摘要
Abstract Genome-wide association studies (GWAS) have identified thousands of non-coding variants that contribute to psychiatric disease risks, likely by perturbing cis -regulatory elements (CREs). However, our ability to interpret and explore their mechanisms of action is hampered by a lack of annotation of functional CREs (fCREs) in neural cell types. Here, through genome-scale CRISPR screens of 22,000 candidate CREs (cCREs) in human induced pluripotent stem cells (iPSCs) undergoing differentiation to excitatory neurons, we identify 2,847 and 5,540 fCREs essential for iPSC fitness and neuronal differentiation, respectively. These fCREs display dynamic epigenomic features and exhibit increased numbers and genomic spans of chromatin interactions following terminal neuronal differentiation. Furthermore, fCREs essential for neuronal differentiation show significantly greater enrichment of genetic heritability for neurodevelopmental diseases including schizophrenia (SCZ), attention deficit hyperactivity disorder (ADHD), and autism spectrum disorders (ASD) than cCREs. Using high-throughput prime editing screens we experimentally confirm 45 SCZ risk variants that act by affecting the function of fCREs. The extensive and in-depth functional annotation of cCREs in neuronal types therefore provides a crucial resource for interpreting non-coding risk variants of neuropsychiatric disorders.
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