利用 GWAS 和 eQTL 数据进行孟德尔随机分析,研究时型与神经精神疾病之间的关系及其分子基础。

IF 1.6 3区 医学 Q3 GENETICS & HEREDITY
Shane Crinion, Cathy A. Wyse, Gary Donohoe, Lorna M. Lopez, Derek W. Morris
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引用次数: 0

摘要

时间型是一种与神经精神疾病相关的替代睡眠测量方法。通过研究时间型如何影响神经精神疾病的风险,反之亦然,我们可以确定每种表型的可改变风险因素。在此,我们采用孟德尔随机化(MR)方法,通过(1)研究神经精神疾病与时间型之间的因果关系,以及(2)描述这些表型的遗传成分,来探讨因果效应。首先,我们利用现有最大规模的全基因组关联研究(GWAS)调查了五种神经精神疾病与时型之间是否存在因果关系。其次,我们整合了表达量性状位点(eQTLs)的数据,研究基因表达改变对这些表型的作用。傍晚时型与精神分裂症和自闭症谱系障碍的风险增加有因果关系,而精神分裂症与傍晚时型倾向有因果关系。我们发现了 12 个 eQTLs,在这些 eQTLs 中,大脑或血液中的基因表达变化与其中一种表型有因果关系,包括在海马和下丘脑中与精神分裂症有因果关系的 SNX19 的两个 eQTLs。这些发现为基于睡眠的表型与神经精神疾病之间存在的复杂双向关系提供了重要证据,并利用基因表达数据确定了相关位点上基因的因果作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Mendelian randomization analysis using GWAS and eQTL data to investigate the relationship between chronotype and neuropsychiatric disorders and their molecular basis

Mendelian randomization analysis using GWAS and eQTL data to investigate the relationship between chronotype and neuropsychiatric disorders and their molecular basis

Chronotype is a proxy sleep measure that has been associated with neuropsychiatric disorders. By investigating how chronotype influences risk for neuropsychiatric disorders and vice versa, we may identify modifiable risk factors for each phenotype. Here we used Mendelian randomization (MR), to explore causal effects by (1) studying the causal relationships between neuropsychiatric disorders and chronotype and (2) characterizing the genetic components of these phenotypes. Firstly, we investigated if a causal role exists between five neuropsychiatric disorders and chronotype using the largest genome-wide association studies (GWAS) available. Secondly, we integrated data from expression quantitative trait loci (eQTLs) to investigate the role of gene expression alterations on these phenotypes. Evening chronotype was causal for increased risk of schizophrenia and autism spectrum disorder and schizophrenia was causal for a tendency toward evening chronotype. We identified 12 eQTLs where gene expression changes in brain or blood were causal for one of the phenotypes, including two eQTLs for SNX19 in hippocampus and hypothalamus that were causal for schizophrenia. These findings provide important evidence for the complex, bidirectional relationship that exists between a sleep-based phenotype and neuropsychiatric disorders, and use gene expression data to identify causal roles for genes at associated loci.

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来源期刊
CiteScore
5.90
自引率
7.10%
发文量
40
审稿时长
4-8 weeks
期刊介绍: Neuropsychiatric Genetics, Part B of the American Journal of Medical Genetics (AJMG) , provides a forum for experimental and clinical investigations of the genetic mechanisms underlying neurologic and psychiatric disorders. It is a resource for novel genetics studies of the heritable nature of psychiatric and other nervous system disorders, characterized at the molecular, cellular or behavior levels. Neuropsychiatric Genetics publishes eight times per year.
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