研究免疫介导疾病群与精神疾病之间的遗传联系

Sophie Breunig, Younga Heather Lee, Elizabeth W Karlson, Arjun Krishnan, Jeremy M Lawrence, Lukas Schaffer, Andrew David Grotzinger
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引用次数: 0

摘要

重要性:在表型和遗传学文献中,自身免疫和自身炎症性疾病与精神疾病有关联。然而,目前还缺乏一个在多变量框架下研究多种精神疾病与免疫介导疾病之间关联的综合模型。目的:本研究旨在根据免疫介导疾病的遗传相关性建立一个因子结构,并研究其与精神疾病群的遗传关系。设计、环境和参与者:我们利用基因组结构方程模型(Genomic SEM)建立了 11 种免疫介导疾病的因子结构。我们研究了这些免疫因子与代表强迫症、精神分裂症/双相情感障碍、神经发育障碍、内化障碍和药物使用障碍等 13 种精神疾病的 5 个既定因子之间的遗传相关性。我们纳入了欧洲血统个体的 GWAS 统计摘要,样本量从阿狄森氏病的 1,223 例到重度抑郁障碍的 170,756 例不等。主要结果和测量指标:精神疾病和免疫介导疾病因素与特征之间的遗传相关性,以确定遗传重叠。我们开发并验证了一种新的异质性指标--QFactor,它可以量化因子相关性受更具体的成对关联驱动的程度。我们还估算了精神疾病和免疫介导疾病之间的残余遗传相关性。结果:免疫介导疾病的四因子模型非常符合数据,并描述了从自身免疫性疾病到自身炎症性疾病的连续过程。四个因子反映了自身免疫性疾病、乳糜泻、混合型疾病和自身炎症性疾病。分析表明,免疫因素和精神因素之间存在七种重要的因素相关性,包括自身免疫性疾病和混合型疾病与内化因素和药物使用因素之间的相关性,以及自身炎症性疾病与强迫症、精神分裂症/躁郁症和内化因素之间的相关性。此外,我们还发现了 QFactor 所显示的因子内部关联分歧的证据。个别精神疾病与免疫介导疾病之间的 14 个显著残余遗传相关性进一步证实了这一点。结论与意义:我们的研究结果揭示了免疫介导疾病群与精神疾病之间的遗传联系。目前的分析表明,以前描述的特定精神疾病与免疫介导疾病之间的关系往往捕捉到了以我们的基因组因素为指标的更广泛的风险分担途径,但比所有精神疾病与免疫介导疾病之间的一般关联更具体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examining the Genetic Links between Clusters of Immune-mediated Diseases and Psychiatric Disorders
Importance: Autoimmune and autoinflammatory diseases have been linked to psychiatric disorders in the phenotypic and genetic literature. However, a comprehensive model that investigates the association between a broad range of psychiatric disorders and immune-mediated disease in a multivariate framework is lacking. Objective: This study aims to establish a factor structure based on the genetic correlations of immune-mediated diseases and investigate their genetic relationships with clusters of psychiatric disorders. Design, Setting, and Participants: We utilized Genomic Structural Equation Modeling (Genomic SEM) to establish a factor structure of 11 immune-mediated diseases. Genetic correlations between these immune factors were examined with five established factors across 13 psychiatric disorders representing compulsive, schizophrenia/bipolar, neurodevelopmental, internalizing, and substance use disorders. We included GWAS summary statistics of individuals of European ancestry with sample sizes from 1,223 cases for Addison's disease to 170,756 cases for major depressive disorder. Main Outcomes and Measures: Genetic correlations between psychiatric and immune-mediated disease factors and traits to determine genetic overlap. We develop and validate a new heterogeneity metric, QFactor, that quantifies the degree to which factor correlations are driven by more specific pairwise associations. We also estimate residual genetic correlations between pairs of psychiatric disorders and immune-mediated diseases. Results: A four-factor model of immune-mediated diseases fit the data well and described a continuum from autoimmune to autoinflammatory diseases. The four factors reflected autoimmune, celiac, mixed pattern, and autoinflammatory diseases. Analyses revealed seven significant factor correlations between the immune and psychiatric factors, including autoimmune and mixed pattern diseases with the internalizing and substance use factors, and autoinflammatory diseases with the compulsive, schizophrenia/bipolar, and internalizing factors. Additionally, we find evidence of divergence in associations within factors as indicated by QFactor. This is further supported by 14 significant residual genetic correlations between individual psychiatric disorders and immune-mediated diseases. Conclusion and Relevance: Our results revealed genetic links between clusters of immune-mediated diseases and psychiatric disorders. Current analyses indicate that previously described relationships between specific psychiatric disorders and immune-mediated diseases often capture broader pathways of risk sharing indexed by our genomic factors, yet are more specific than a general association across all psychiatric disorders and immune-mediated diseases.
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