Cilleros-Portet Ariadna, Lesseur Corina, Marí Sergi, Cosin-Tomas Marta, Lozano Manuel, Irizar Amaia, Burt Amber, García-Santisteban Iraia, Garrido-Martín Diego, Escaramís Geòrgia, Hernangomez-Laderas Alba, Soler-Blasco Raquel, Breeze Charles E, Gonzalez-Garcia Bárbara P, Santa-Marina Loreto, Chen Jia, Llop Sabrina, Fernández Mariana F, Vrijheid Martine, Ibarluzea Jesús, Guxens Mònica, Marsit Carmen, Bustamante Mariona, Bilbao Jose Ramon, Fernandez-Jimenez Nora
Department of Genetics, Physical Anthropology and Animal Physiology, Biobizkaia Health Research Institute and University of the Basque Country (UPV/EHU), Leioa, Spain.
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Nat Commun. 2025 Mar 14;16(1):2431. doi: 10.1038/s41467-025-57760-3.
Increasing evidence supports the role of the placenta in neurodevelopment and in the onset of neuropsychiatric disorders. Recently, mQTL and iQTL maps have proven useful in understanding relationships between SNPs and GWAS that are not captured by eQTL. In this context, we propose that part of the genetic predisposition to complex neuropsychiatric disorders acts through placental DNA methylation. We construct a public placental cis-mQTL database including 214,830 CpG sites calculated in 368 fetal placenta DNA samples from the INMA project, and run cell type-, gestational age- and sex-imQTL models. We combine these data with summary statistics of GWAS on ten neuropsychiatric disorders using summary-based Mendelian randomization and colocalization. We also evaluate the influence of identified DNA methylation sites on placental gene expression in the RICHS cohort. We find that placental cis-mQTLs are enriched in placenta-specific active chromatin regions, and establish that part of the genetic burden for schizophrenia, bipolar disorder, and major depressive disorder confers risk through placental DNA methylation. The potential causality of several of the observed associations is reinforced by secondary association signals identified in conditional analyses, the involvement of cell type-imQTLs, and the correlation of identified DNA methylation sites with the expression levels of relevant genes in the placenta.
越来越多的证据支持胎盘在神经发育和神经精神疾病发病中的作用。最近,甲基化数量性状位点(mQTL)和印记数量性状位点(iQTL)图谱已被证明有助于理解单核苷酸多态性(SNP)与全基因组关联研究(GWAS)之间的关系,而这些关系是表达数量性状位点(eQTL)所无法捕捉到的。在此背景下,我们提出复杂神经精神疾病的部分遗传易感性是通过胎盘DNA甲基化起作用的。我们构建了一个公共的胎盘顺式mQTL数据库,其中包括在来自INMA项目的368份胎儿胎盘DNA样本中计算出的214,830个CpG位点,并运行了细胞类型、胎龄和性别特异性的iQTL模型。我们使用基于汇总统计的孟德尔随机化和共定位分析,将这些数据与十种神经精神疾病的GWAS汇总统计数据相结合。我们还在RICHS队列中评估了已确定的DNA甲基化位点对胎盘基因表达的影响。我们发现胎盘顺式mQTL在胎盘特异性活性染色质区域中富集,并确定精神分裂症、双相情感障碍和重度抑郁症的部分遗传负担是通过胎盘DNA甲基化赋予风险的。在条件分析中确定的二级关联信号、细胞类型特异性iQTL的参与以及已确定的DNA甲基化位点与胎盘中相关基因表达水平的相关性,都加强了一些观察到的关联的潜在因果关系。