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精神分裂症的独立甲基化全基因组关联研究检测到一致的病例对照差异。

Independent Methylome-Wide Association Studies of Schizophrenia Detect Consistent Case-Control Differences.

机构信息

Center for Biomarker Research and Precision Medicine, School of Pharmacy, Virginia Commonwealth University, Richmond, VA.

Department of Medicine, Boston Children's Hospital, Boston, MA.

出版信息

Schizophr Bull. 2020 Feb 26;46(2):319-327. doi: 10.1093/schbul/sbz056.

Abstract

Methylome-wide association studies (MWASs) are promising complements to sequence variation studies. We used existing sequencing-based methylation data, which assayed the majority of all 28 million CpGs in the human genome, to perform an MWAS for schizophrenia in blood, while controlling for cell-type heterogeneity with a recently generated platform-specific reference panel. Next, we compared the MWAS results with findings from 3 existing large-scale array-based schizophrenia methylation studies in blood that assayed up to ~450 000 CpGs. Our MWAS identified 22 highly significant loci (P < 5 × 10-8) and 852 suggestively significant loci (P < 1 × 10-5). The top finding (P = 5.62 × 10-11, q = 0.001) was located in MFN2, which encodes mitofusin-2 that regulates Ca2+ transfer from the endoplasmic reticulum to mitochondria in cooperation with DISC1. The second-most significant site (P = 1.38 × 10-9, q = 0.013) was located in ALDH1A2, which encodes an enzyme for astrocyte-derived retinoic acid-a key neuronal morphogen with relevance for schizophrenia. Although the most significant MWAS findings were not assayed on the arrays, we observed significant enrichment of overlapping findings with 2 of the 3 array datasets (P = 0.0315, 0.0045, 0.1946). Overrepresentation analysis of Gene Ontology terms for the genes in the significant overlaps suggested high similarity in the biological functions detected by the different datasets. Top terms were related to immune and/or stress responses, cell adhesion and motility, and a broad range of processes essential for neurodevelopment.

摘要

全基因组甲基化关联研究 (MWAS) 是对序列变异研究的一种很有前途的补充。我们利用现有的基于测序的甲基化数据,对血液中的精神分裂症进行了 MWAS,该数据检测了人类基因组中 2800 万个 CpG 中的大部分,同时利用最近生成的特定平台参考面板控制细胞类型异质性。接下来,我们将 MWAS 结果与 3 项已有的大规模基于阵列的血液精神分裂症甲基化研究的结果进行了比较,这些研究检测了多达~450000 个 CpG。我们的 MWAS 确定了 22 个高度显著的位点 (P < 5 × 10-8) 和 852 个提示性显著的位点 (P < 1 × 10-5)。最显著的发现 (P = 5.62 × 10-11,q = 0.001) 位于 MFN2 中,该基因编码线粒体融合蛋白 2,它与 DISC1 一起调节内质网到线粒体的 Ca2+转移。第二个最显著的位点 (P = 1.38 × 10-9,q = 0.013) 位于 ALDH1A2 中,该基因编码一种酶,用于星形胶质细胞衍生的视黄酸——一种与精神分裂症有关的关键神经元形态发生素。尽管最显著的 MWAS 发现并没有在阵列上进行检测,但我们观察到与 3 个阵列数据集中的 2 个数据集重叠发现的显著富集 (P = 0.0315,0.0045,0.1946)。对显著重叠基因的基因本体论术语的过代表分析表明,不同数据集检测到的生物学功能高度相似。主要术语与免疫和/或应激反应、细胞粘附和运动以及对神经发育至关重要的广泛过程有关。

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