Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA, USA.
Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.
Clin Epigenetics. 2019 Nov 28;11(1):169. doi: 10.1186/s13148-019-0769-z.
Perinatal depressive symptoms have been linked to adverse maternal and infant health outcomes. The etiology associated with perinatal depressive psychopathology is poorly understood, but accumulating evidence suggests that understanding inter-individual differences in DNA methylation (DNAm) patterning may provide insight regarding the genomic regions salient to the risk liability of perinatal depressive psychopathology.
Genome-wide DNAm was measured in maternal peripheral blood using the Infinium MethylationEPIC microarray. Ninety-two participants (46% African-American) had DNAm samples that passed all quality control metrics, and all participants were within 7 months of delivery. Linear models were constructed to identify differentially methylated sites and regions, and permutation testing was utilized to assess significance. Differentially methylated regions (DMRs) were defined as genomic regions of consistent DNAm change with at least two probes within 1 kb of each other. Maternal age, current smoking status, estimated cell-type proportions, ancestry-relevant principal components, days since delivery, and chip position served as covariates to adjust for technical and biological factors. Current postpartum depressive symptoms were measured using the Edinburgh Postnatal Depression Scale. Ninety-eight DMRs were significant (false discovery rate < 5%) and overlapped 92 genes. Three of the regions overlap loci from the latest Psychiatric Genomics Consortium meta-analysis of depression.
Many of the genes identified in this analysis corroborate previous allelic, transcriptomic, and DNAm association results related to depressive phenotypes. Future work should integrate data from multi-omic platforms to understand the functional relevance of these DMRs and refine DNAm association results by limiting phenotypic heterogeneity and clarifying if DNAm differences relate to the timing of onset, severity, duration of perinatal mental health outcomes of the current pregnancy or to previous history of depressive psychopathology.
围产期抑郁症状与母婴健康不良结局有关。与围产期抑郁病理相关的病因尚不清楚,但越来越多的证据表明,了解 DNA 甲基化(DNAm)模式的个体间差异可能有助于了解与围产期抑郁病理风险相关的基因组区域。
使用 Infinium MethylationEPIC 微阵列测量了母体外周血中的全基因组 DNAm。92 名参与者(46%为非裔美国人)的 DNAm 样本通过了所有质量控制指标,并且所有参与者都在分娩后 7 个月内。构建线性模型以识别差异甲基化位点和区域,并利用置换检验评估显著性。差异甲基化区域(DMR)定义为至少有两个探针彼此之间相隔 1kb 的一致 DNAm 变化的基因组区域。母亲年龄、当前吸烟状况、估计的细胞类型比例、与祖先相关的主成分、分娩后天数和芯片位置作为协变量,以调整技术和生物学因素。使用爱丁堡产后抑郁量表测量产后当前的抑郁症状。98 个 DMR 具有统计学意义(错误发现率<5%),并重叠了 92 个基因。三个区域与最新的精神疾病基因组学联盟抑郁症荟萃分析的基因座重叠。
本分析中确定的许多基因与先前与抑郁表型相关的等位基因、转录组和 DNAm 关联结果一致。未来的工作应整合多组学平台的数据,以了解这些 DMR 的功能相关性,并通过限制表型异质性和阐明 DNAm 差异是否与当前妊娠围产期心理健康结局的发病时间、严重程度、持续时间有关,或与先前的抑郁病理史有关,从而细化 DNAm 关联结果。