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鉴定对精神障碍具有多效影响的大脑甲基化遗传变异。

Identification of genetic variants influencing methylation in brain with pleiotropic effects on psychiatric disorders.

机构信息

Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona, Catalonia, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain; Institut de Biomedicina de la Universitat de Barcelona (IBUB), Catalonia, Spain; Institut de Recerca Sant Joan de Déu (IR-SJD), Esplugues de Llobregat, Barcelona, Catalonia, Spain.

Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

出版信息

Prog Neuropsychopharmacol Biol Psychiatry. 2022 Mar 8;113:110454. doi: 10.1016/j.pnpbp.2021.110454. Epub 2021 Oct 9.

Abstract

Psychiatric disorders affect 29% of the global population at least once in the lifespan, and genetic studies have proved a shared genetic basis among them, although the underlying molecular mechanisms remain largely unknown. DNA methylation plays an important role in complex disorders and, remarkably, enrichment of common genetic variants influencing allele-specific methylation (ASM) has been reported among variants associated with specific psychiatric disorders. In the present study we assessed the contribution of ASM to a set of eight psychiatric disorders by combining genetic, epigenetic and expression data. We interrogated a list of 3896 ASM tagSNPs in the brain in the summary statistics of a cross-disorder GWAS meta-analysis of eight psychiatric disorders from the Psychiatric Genomics Consortium, including more than 162,000 cases and 276,000 controls. We identified 80 SNPs with pleiotropic effects on psychiatric disorders that show an opposite directional effect on methylation and gene expression. These SNPs converge on eight candidate genes: ZSCAN29, ZSCAN31, BTN3A2, DDAH2, HAPLN4, ARTN, FAM109B and NAGA. ZSCAN29 shows the broadest pleiotropic effects, showing associations with five out of eight psychiatric disorders considered, followed by ZSCAN31 and BTN3A2, associated with three disorders. All these genes overlap with CNVs related to cognitive phenotypes and psychiatric traits, they are expressed in the brain, and seven of them have previously been associated with specific psychiatric disorders, supporting our results. To sum up, our integrative functional genomics analysis identified eight psychiatric disease risk genes that impact a broad list of disorders and highlight an etiologic role of SNPs that influence DNA methylation and gene expression in the brain.

摘要

精神障碍影响全球 29%的人口,至少在一生中会经历一次,遗传研究已经证明了它们之间存在共同的遗传基础,尽管潜在的分子机制在很大程度上仍不清楚。DNA 甲基化在复杂疾病中起着重要作用,值得注意的是,影响等位基因特异性甲基化(ASM)的常见遗传变异的富集已在与特定精神障碍相关的变异中得到报道。在本研究中,我们通过结合遗传、表观遗传和表达数据,评估了 ASM 对一组八种精神障碍的贡献。我们在精神疾病基因组学联盟的八项精神障碍跨疾病 GWAS 荟萃分析的汇总统计数据中,对大脑中 3896 个 ASM 标签 SNP 进行了检测,该分析包括超过 162000 例病例和 276000 例对照。我们确定了 80 个具有多效性影响精神障碍的 SNP,这些 SNP 在甲基化和基因表达上表现出相反的方向效应。这些 SNP 集中在 8 个候选基因上:ZSCAN29、ZSCAN31、BTN3A2、DDAH2、HAPLN4、ARTN、FAM109B 和 NAGA。ZSCAN29 表现出最广泛的多效性效应,与所考虑的八种精神障碍中的五种存在关联,其次是 ZSCAN31 和 BTN3A2,与三种障碍有关。所有这些基因都与与认知表型和精神特征相关的 CNV 重叠,它们在大脑中表达,其中七个基因以前与特定的精神障碍有关,这支持了我们的结果。总之,我们的综合功能基因组学分析确定了八个精神疾病风险基因,这些基因影响了广泛的疾病,并强调了影响大脑中 DNA 甲基化和基因表达的 SNP 的病因作用。

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