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与儿童一般精神病理学相关的全基因组 DNA 甲基化模式。

Genome-wide DNA methylation patterns associated with general psychopathology in children.

机构信息

Department of Child and Adolescent Psychiatry/ Psychology, Erasmus MC University Medical Center Rotterdam, Rotterdam, the Netherlands.

Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, UK.

出版信息

J Psychiatr Res. 2021 Aug;140:214-220. doi: 10.1016/j.jpsychires.2021.05.029. Epub 2021 May 28.

Abstract

Psychiatric symptoms are interrelated and found to be largely captured by a general psychopathology factor (GPF). Although epigenetic mechanisms, such as DNA methylation (DNAm), have been linked to individual psychiatric outcomes, associations with GPF remain unclear. Using data from 440 children aged 10 years participating in the Generation R Study, we examined the associations of DNAm with both general and specific (internalizing, externalizing) factors of psychopathology. Genome-wide DNAm levels, measured in peripheral blood using the Illumina 450K array, were clustered into wider co-methylation networks ('modules') using a weighted gene co-expression network analysis. One co-methylated module associated with GPF after multiple testing correction, while none associated with the specific factors. This module comprised of 218 CpG probes, of which 198 mapped onto different genes. The CpG most strongly driving the association with GPF was annotated to FZD1, a gene that has been implicated in schizophrenia and wider neurological processes. Associations between the probes contained in the co-methylated module and GPF were supported in an independent sample of children from the Avon Longitudinal Study of Parents and Children (ALSPAC), as evidenced by significant correlations in effect sizes. These findings might contribute to improving our understanding of dynamic molecular processes underlying complex psychiatric phenotypes.

摘要

精神症状相互关联,并且很大程度上可以用一般精神病理学因素 (GPF) 来捕捉。尽管表观遗传机制,如 DNA 甲基化 (DNAm),与个体精神健康结果有关,但与 GPF 的关联尚不清楚。使用来自参加 Generation R 研究的 440 名 10 岁儿童的数据,我们研究了 DNAm 与精神病理学的一般和特定(内化、外化)因素之间的关联。使用 Illumina 450K 阵列在外周血中测量的全基因组 DNAm 水平,使用加权基因共表达网络分析聚类为更广泛的共甲基化网络(“模块”)。在经过多次测试校正后,一个与 GPF 相关的共甲基化模块,而没有一个与特定因素相关。该模块包含 218 个 CpG 探针,其中 198 个映射到不同的基因。与 GPF 关联最强的 CpG 被注释为 FZD1,该基因与精神分裂症和更广泛的神经过程有关。在父母和儿童纵向研究(ALSPAC)的另一个儿童独立样本中,包含在共甲基化模块中的探针与 GPF 之间的关联得到了支持,这一点从效应大小的显著相关性中可以得到证明。这些发现可能有助于提高我们对复杂精神表型背后的动态分子过程的理解。

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