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全基因组 DNA 甲基化模式与儿童睡眠和心理健康的关联:一项基于人群的研究。

Genome-wide DNA methylation patterns associated with sleep and mental health in children: a population-based study.

机构信息

Department of Child and Adolescent Psychiatry, Erasmus University Medical Center, Sophia Children's Hospital, Rotterdam, The Netherlands.

The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.

出版信息

J Child Psychol Psychiatry. 2020 Oct;61(10):1061-1069. doi: 10.1111/jcpp.13252. Epub 2020 May 3.

Abstract

BACKGROUND

DNA methylation (DNAm) has been implicated in the biology of sleep. Yet, how DNAm patterns across the genome relate to different sleep outcomes, and whether these associations overlap with mental health is currently unknown. Here, we investigated associations of DNAm with sleep and mental health in a pediatric population.

METHODS

This cross-sectional study included 465 10-year-old children (51.3% female) from the Generation R Study. Genome-wide DNAm levels were measured using the Illumina 450K array (peripheral blood). Sleep problems were assessed from self-report and mental health outcomes from maternal questionnaires. Wrist actigraphy was used in 188 11-year-old children to calculate sleep duration and midpoint sleep. Weighted gene co-expression network analysis was used to identify highly comethylated DNAm 'modules', which were tested for associations with sleep and mental health outcomes.

RESULTS

We identified 64 DNAm modules, one of which associated with sleep duration after covariate and multiple testing adjustment. This module included CpG sites spanning 9 genes on chromosome 17, including MAPT - a key regulator of Tau proteins in the brain involved in neuronal function - as well as genes previously implicated in sleep duration. Follow-up analyses suggested that DNAm variation in this region is under considerable genetic control and shows strong blood-brain concordance. DNAm modules associated with sleep did not overlap with those associated with mental health.

CONCLUSIONS

We identified one DNAm region associated with sleep duration, including genes previously reported by recent GWAS studies. Further research is warranted to examine the functional role of this region and its longitudinal association with sleep.

摘要

背景

DNA 甲基化(DNAm)与睡眠的生物学有关。然而,目前尚不清楚基因组中 DNAm 模式与不同的睡眠结果之间的关系,以及这些关联是否与心理健康重叠。在这里,我们研究了儿童人群中 DNAm 与睡眠和心理健康的关联。

方法

本横断面研究纳入了来自 Generation R 研究的 465 名 10 岁儿童(51.3%为女性)。使用 Illumina 450K 阵列(外周血)测量全基因组 DNAm 水平。睡眠问题通过自我报告评估,心理健康结果通过母亲问卷评估。188 名 11 岁儿童使用腕部活动记录仪计算睡眠持续时间和中点睡眠。使用加权基因共表达网络分析来识别高度共甲基化的 DNAm“模块”,并对这些模块与睡眠和心理健康结果的关联进行测试。

结果

我们确定了 64 个 DNAm 模块,其中一个模块与经过协变量和多重检验调整后的睡眠持续时间相关。该模块包括位于染色体 17 上的 9 个基因上的 CpG 位点,包括 MAPT——大脑中 Tau 蛋白的关键调节剂,该蛋白参与神经元功能——以及先前与睡眠持续时间有关的基因。后续分析表明,该区域的 DNAm 变异受遗传控制,并与大脑中的血液具有很强的一致性。与睡眠相关的 DNAm 模块与与心理健康相关的模块不重叠。

结论

我们确定了一个与睡眠持续时间相关的 DNAm 区域,包括最近 GWAS 研究报道的基因。需要进一步研究以检查该区域的功能作用及其与睡眠的纵向关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff84/7586967/2c28b2cb0731/JCPP-61-1061-g001.jpg

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