Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Stanley Center for Psychiatric Research, The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts.
Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Stanley Center for Psychiatric Research, The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts.
Biol Psychiatry. 2019 May 15;85(10):838-849. doi: 10.1016/j.biopsych.2018.12.023. Epub 2019 Jan 21.
Exposure to early-life adversity is known to predict DNA methylation (DNAm) patterns that may be related to psychiatric risk. However, few studies have investigated whether adversity has time-dependent effects based on the age at exposure.
Using a two-stage structured life course modeling approach, we tested the hypothesis that there are sensitive periods when adversity induces greater DNAm changes. We tested this hypothesis in relation to two alternatives: an accumulation hypothesis, in which the effect of adversity increases with the number of occasions exposed, regardless of timing; and a recency model, in which the effect of adversity is stronger for more proximal events. Data came from the Accessible Resource for Integrated Epigenomic Studies, a subsample of mother-child pairs from the Avon Longitudinal Study of Parents and Children (n = 691-774).
After covariate adjustment and multiple testing correction, we identified 38 CpG sites that were differentially methylated at 7 years of age following exposure to adversity. Most loci (n = 35) were predicted by the timing of adversity, namely exposures before 3 years of age. Neither the accumulation nor recency of the adversity explained considerable variability in DNAm. A standard epigenome-wide association study of lifetime exposure (vs. no exposure) failed to detect these associations.
The developmental timing of adversity explains more variability in DNAm than the accumulation or recency of exposure. Very early childhood appears to be a sensitive period when exposure to adversity predicts differential DNAm patterns. Classification of individuals as exposed versus unexposed to early-life adversity may dilute observed effects.
已知早期生活逆境会导致 DNA 甲基化(DNAm)模式发生变化,这些变化可能与精神疾病风险有关。然而,很少有研究调查过逆境是否会根据暴露年龄产生时间依赖性效应。
我们使用两阶段结构生活史建模方法,检验了逆境在特定时间引起更大 DNAm 变化的敏感时期假说。我们通过以下两种替代方案来检验这一假说:一个是积累假说,即无论时间如何,逆境的影响随着暴露次数的增加而增加;另一个是最近模型,即逆境的影响对于更近的事件更强。数据来自可及资源综合表观基因组学研究,该研究是阿冯纵向父母和儿童研究(Avon Longitudinal Study of Parents and Children)的母子对子样本(n=691-774)。
在调整协变量和多重检验校正后,我们发现 38 个 CpG 位点在 7 岁时因逆境暴露而发生了甲基化差异。大多数(n=35)与逆境的时间有关,即 3 岁前的暴露。逆境的积累或最近发生都不能解释 DNAm 中相当大的可变性。对一生中暴露(与未暴露相比)的全基因组关联研究未能检测到这些关联。
逆境的发育时间比暴露的积累或最近发生能更好地解释 DNAm 的可变性。儿童早期似乎是一个敏感时期,在此期间,暴露于逆境会导致 DNAm 模式发生差异。将个体分类为暴露于或未暴露于早期生活逆境中可能会稀释观察到的效应。