Department of Biological Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Mol Psychiatry. 2021 Jun;26(6):2148-2162. doi: 10.1038/s41380-020-00987-x. Epub 2021 Jan 8.
DNA methylation profiles of aggressive behavior may capture lifetime cumulative effects of genetic, stochastic, and environmental influences associated with aggression. Here, we report the first large meta-analysis of epigenome-wide association studies (EWAS) of aggressive behavior (N = 15,324 participants). In peripheral blood samples of 14,434 participants from 18 cohorts with mean ages ranging from 7 to 68 years, 13 methylation sites were significantly associated with aggression (alpha = 1.2 × 10; Bonferroni correction). In cord blood samples of 2425 children from five cohorts with aggression assessed at mean ages ranging from 4 to 7 years, 83% of these sites showed the same direction of association with childhood aggression (r = 0.74, p = 0.006) but no epigenome-wide significant sites were found. Top-sites (48 at a false discovery rate of 5% in the peripheral blood meta-analysis or in a combined meta-analysis of peripheral blood and cord blood) have been associated with chemical exposures, smoking, cognition, metabolic traits, and genetic variation (mQTLs). Three genes whose expression levels were associated with top-sites were previously linked to schizophrenia and general risk tolerance. At six CpGs, DNA methylation variation in blood mirrors variation in the brain. On average 44% (range = 3-82%) of the aggression-methylation association was explained by current and former smoking and BMI. These findings point at loci that are sensitive to chemical exposures with potential implications for neuronal functions. We hope these results to be a starting point for studies leading to applications as peripheral biomarkers and to reveal causal relationships with aggression and related traits.
攻击性行为的 DNA 甲基化图谱可能捕捉到与攻击性相关的遗传、随机和环境影响的终生累积效应。在这里,我们报告了首次针对攻击性行为的全基因组关联研究(EWAS)的大型荟萃分析(N=15324 名参与者)。在 18 个队列的 14434 名参与者的外周血样本中,平均年龄从 7 岁到 68 岁不等,有 13 个甲基化位点与攻击性显著相关(alpha=1.2×10;Bonferroni 校正)。在来自五个队列的 2425 名儿童的脐带血样本中,在平均年龄从 4 岁到 7 岁的儿童中评估了攻击性,这些位点中有 83%与儿童期攻击性呈相同的关联方向(r=0.74,p=0.006),但没有发现全基因组显著的位点。在周边血液荟萃分析或周边血液和脐带血液联合荟萃分析中,假发现率为 5%的前位点(48 个)与化学暴露、吸烟、认知、代谢特征和遗传变异(mQTLs)有关。三个表达水平与前位点相关的基因先前与精神分裂症和一般风险容忍度有关。在六个 CpG 中,血液中的 DNA 甲基化变异反映了大脑中的变异。平均有 44%(范围为 3-82%)的攻击性-甲基化关联可由当前和以前的吸烟和 BMI 来解释。这些发现表明了对化学暴露敏感的基因座,这些基因座可能对神经元功能有影响。我们希望这些结果能成为研究的起点,推动外周生物标志物的应用,并揭示与攻击性和相关特征的因果关系。