Integrative analyses highlight functional regulatory variants associated with neuropsychiatric diseases

IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY
Margaret G. Guo, David L. Reynolds, Cheen E. Ang, Yingfei Liu, Yang Zhao, Laura K. H. Donohue, Zurab Siprashvili, Xue Yang, Yongjin Yoo, Smarajit Mondal, Audrey Hong, Jessica Kain, Lindsey Meservey, Tania Fabo, Ibtihal Elfaki, Laura N. Kellman, Nathan S. Abell, Yash Pershad, Vafa Bayat, Payam Etminani, Mark Holodniy, Daniel H. Geschwind, Stephen B. Montgomery, Laramie E. Duncan, Alexander E. Urban, Russ B. Altman, Marius Wernig, Paul A. Khavari
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Abstract

Noncoding variants of presumed regulatory function contribute to the heritability of neuropsychiatric disease. A total of 2,221 noncoding variants connected to risk for ten neuropsychiatric disorders, including autism spectrum disorder, attention deficit hyperactivity disorder, bipolar disorder, borderline personality disorder, major depression, generalized anxiety disorder, panic disorder, post-traumatic stress disorder, obsessive-compulsive disorder and schizophrenia, were studied in developing human neural cells. Integrating epigenomic and transcriptomic data with massively parallel reporter assays identified differentially-active single-nucleotide variants (daSNVs) in specific neural cell types. Expression-gene mapping, network analyses and chromatin looping nominated candidate disease-relevant target genes modulated by these daSNVs. Follow-up integration of daSNV gene editing with clinical cohort analyses suggested that magnesium transport dysfunction may increase neuropsychiatric disease risk and indicated that common genetic pathomechanisms may mediate specific symptoms that are shared across multiple neuropsychiatric diseases. Epigenomic profiling and massively parallel reporter assays identify 892 functional differentially-active single-nucleotide variants (daSNVs) linked to ten neuropsychiatric diseases. CRISPRi and gene editing approaches show magnesium transport dysfunction as a common genetic pathomechanism.

Abstract Image

综合分析强调了与神经精神疾病相关的功能调节变异。
假定调节功能的非编码变异导致神经精神疾病的遗传性。共有2221个非编码变体与10种神经精神障碍的风险有关,包括自闭症谱系障碍、注意力缺陷多动障碍、双相情感障碍、边缘型人格障碍、重度抑郁症、广泛性焦虑症、恐慌症、创伤后应激障碍、强迫症和精神分裂症,在开发人类神经细胞中进行了研究。将表观基因组和转录组数据与大规模平行报告基因分析相结合,在特定的神经细胞类型中鉴定出差异活性的单核苷酸变体(daSNV)。表达基因定位、网络分析和染色质环化提名了由这些daSNV调节的候选疾病相关靶基因。daSNV基因编辑与临床队列分析的后续整合表明,镁转运功能障碍可能会增加神经精神疾病的风险,并表明常见的遗传病理机制可能介导多种神经精神疾病共有的特定症状。
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来源期刊
Nature genetics
Nature genetics 生物-遗传学
CiteScore
43.00
自引率
2.60%
发文量
241
审稿时长
3 months
期刊介绍: Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation. Integrative genetic topics comprise, but are not limited to: -Genes in the pathology of human disease -Molecular analysis of simple and complex genetic traits -Cancer genetics -Agricultural genomics -Developmental genetics -Regulatory variation in gene expression -Strategies and technologies for extracting function from genomic data -Pharmacological genomics -Genome evolution
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