Meijer Mandy, Klein Marieke, Hannon Eilis, van der Meer Dennis, Hartman Catharina, Oosterlaan Jaap, Heslenfeld Dirk, Hoekstra Pieter J, Buitelaar Jan, Mill Jonathan, Franke Barbara
Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, Netherlands.
Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Netherlands.
Front Genet. 2020 Jan 31;11:16. doi: 10.3389/fgene.2020.00016. eCollection 2020.
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that often persists into adulthood. ADHD and related personality traits, such as impulsivity and callousness, are caused by genetic and environmental factors and their interplay. Epigenetic modifications of DNA, including methylation, are thought to mediate between such factors and behavior and may behave as biomarkers for disorders. Here, we set out to study DNA methylation in persistent ADHD and related traits. We performed epigenome-wide association studies (EWASs) on peripheral whole blood from participants in the NeuroIMAGE study (age range 12-23 years). We compared participants with persistent ADHD (n = 35) with healthy controls (n = 19) and with participants with remittent ADHD (n = 19). Additionally, we performed EWASs of impulsive and callous traits derived from the Conners Parent Rating Scale and the Callous-Unemotional Inventory, respectively, across all participants. For every EWAS, the linear regression model analyzed included covariates for age, sex, smoking scores, and surrogate variables reflecting blood cell type composition and genetic background. We observed no epigenome-wide significant differences in single CpG site methylation between participants with persistent ADHD and healthy controls or participants with remittent ADHD. However, epigenome-wide analysis of differentially methylated regions provided significant findings showing that hypermethylated regions in the and genes were associated with ADHD persistence compared to ADHD remittance (p = 1.68 * 10 and p = 9.06 * 10, respectively); both genes are involved in cholesterol signaling. Both findings appeared to be linked to genetic variation in cis. We found neither significant epigenome-wide single CpG sites nor regions associated with impulsive and callous traits; the top-hits from these analyses were annotated to genes involved in neurotransmitter release and the regulation of the biological clock. No link to genetic variation was observed for these findings, which thus might reflect environmental influences. In conclusion, in this pilot study with a small sample size, we observed several DNA-methylation-disorder/trait associations of potential significance for ADHD and the related behavioral traits. Although we do not wish to draw conclusions before replication in larger, independent samples, cholesterol signaling and metabolism may be of relevance for the onset and/or persistence of ADHD.
注意力缺陷多动障碍(ADHD)是一种神经发育障碍,常持续至成年期。ADHD以及相关的人格特质,如冲动性和冷漠无情,是由遗传和环境因素及其相互作用所导致的。DNA的表观遗传修饰,包括甲基化,被认为在这些因素和行为之间起介导作用,并且可能作为疾病的生物标志物。在此,我们着手研究持续性ADHD及相关特质中的DNA甲基化情况。我们对来自NeuroIMAGE研究(年龄范围12 - 23岁)参与者的外周全血进行了全表观基因组关联研究(EWAS)。我们将持续性ADHD患者(n = 35)与健康对照者(n = 19)以及缓解性ADHD患者(n = 19)进行了比较。此外,我们分别对所有参与者源自康纳斯父母评定量表和无情无感量表的冲动性和冷漠特质进行了EWAS。对于每一项EWAS,所分析的线性回归模型纳入了年龄、性别、吸烟得分以及反映血细胞类型组成和遗传背景的替代变量作为协变量。我们观察到,在持续性ADHD患者与健康对照者或缓解性ADHD患者之间,单个CpG位点甲基化在全表观基因组范围内无显著差异。然而,对差异甲基化区域的全表观基因组分析得出了显著结果,表明与ADHD缓解相比,[具体基因1]和[具体基因2]基因中的高甲基化区域与ADHD持续性相关(分别为p = 1.68 * 10和p = 9.06 * 10);这两个基因均参与胆固醇信号传导。这两个发现似乎都与顺式遗传变异有关。我们既未发现全表观基因组范围内与冲动性和冷漠特质相关的显著单个CpG位点,也未发现相关区域;这些分析中的最高关联位点被注释到参与神经递质释放和生物钟调节的基因。对于这些发现,未观察到与遗传变异的关联,因此可能反映了环境影响。总之,在这项小样本量的初步研究中,我们观察到了一些对于ADHD及相关行为特质具有潜在重要意义的DNA甲基化 - 疾病/特质关联。尽管我们不希望在更大的独立样本中进行重复验证之前就得出结论,但胆固醇信号传导和代谢可能与ADHD的发病和/或持续性相关。