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本文引用的文献

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Critical evaluation of the Illumina MethylationEPIC BeadChip microarray for whole-genome DNA methylation profiling.对Illumina MethylationEPIC BeadChip微阵列用于全基因组DNA甲基化分析的批判性评估。
Genome Biol. 2016 Oct 7;17(1):208. doi: 10.1186/s13059-016-1066-1.
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Independent component analysis of SNPs reflects polygenic risk scores for schizophrenia.单核苷酸多态性的独立成分分析反映了精神分裂症的多基因风险评分。
Schizophr Res. 2017 Mar;181:83-85. doi: 10.1016/j.schres.2016.09.011. Epub 2016 Sep 13.
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Glutamatergic and Neuronal Dysfunction in Gray and White Matter: A Spectroscopic Imaging Study in a Large Schizophrenia Sample.灰质和白质中的谷氨酸能及神经元功能障碍:一项对大量精神分裂症样本的光谱成像研究
Schizophr Bull. 2017 May 1;43(3):611-619. doi: 10.1093/schbul/sbw122.
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Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof of concept.精神分裂症与皮质下脑容量的遗传影响:大规模概念验证
Nat Neurosci. 2016 Mar;19(3):420-431. doi: 10.1038/nn.4228. Epub 2016 Feb 1.
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Mapping DNA methylation across development, genotype and schizophrenia in the human frontal cortex.绘制人类额叶皮质发育、基因型和精神分裂症过程中的DNA甲基化图谱。
Nat Neurosci. 2016 Jan;19(1):40-7. doi: 10.1038/nn.4181. Epub 2015 Nov 30.
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Methylation QTLs in the developing brain and their enrichment in schizophrenia risk loci.发育中的大脑中的甲基化数量性状基因座及其在精神分裂症风险位点中的富集。
Nat Neurosci. 2016 Jan;19(1):48-54. doi: 10.1038/nn.4182. Epub 2015 Nov 30.
7
Interindividual methylomic variation across blood, cortex, and cerebellum: implications for epigenetic studies of neurological and neuropsychiatric phenotypes.血液、皮质和小脑之间的个体甲基化组变异:对神经和神经精神表型表观遗传学研究的启示。
Epigenetics. 2015;10(11):1024-32. doi: 10.1080/15592294.2015.1100786.
8
An introductory review of parallel independent component analysis (p-ICA) and a guide to applying p-ICA to genetic data and imaging phenotypes to identify disease-associated biological pathways and systems in common complex disorders.并行独立成分分析(p-ICA)简介及将p-ICA应用于遗传数据和成像表型以识别常见复杂疾病中与疾病相关的生物途径和系统的指南。
Front Genet. 2015 Sep 7;6:276. doi: 10.3389/fgene.2015.00276. eCollection 2015.
9
The association of DNA methylation and brain volume in healthy individuals and schizophrenia patients.健康个体和精神分裂症患者中DNA甲基化与脑容量的关联。
Schizophr Res. 2015 Dec;169(1-3):447-452. doi: 10.1016/j.schres.2015.08.035. Epub 2015 Sep 14.
10
Correspondence of DNA Methylation Between Blood and Brain Tissue and Its Application to Schizophrenia Research.血液与脑组织中DNA甲基化的相关性及其在精神分裂症研究中的应用。
Schizophr Bull. 2016 Mar;42(2):406-14. doi: 10.1093/schbul/sbv074. Epub 2015 Jun 8.

精神分裂症中脑灰质的遗传和表观遗传影响的跨组织研究。

Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia.

机构信息

The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM.

Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany.

出版信息

Schizophr Bull. 2018 Feb 15;44(2):443-452. doi: 10.1093/schbul/sbx068.

DOI:10.1093/schbul/sbx068
PMID:28521044
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5814943/
Abstract

Closely linking genetics and environment factors, epigenetics has been of increasing interest in psychiatric disease studies. In this work, we integrated single nucleotide polymorphisms (SNPs), DNA methylation of blood and saliva, and brain gray matter (GM) measures to explore the role of genetic and epigenetic variation to the brain structure changes in schizophrenia (SZ). By focusing on the reported SZ genetic risk regions, we applied a multi-stage multivariate analysis to a discovery dataset (92 SZ patients and 110 controls, blood) and an independent replication dataset (93 SZ patients and 99 controls, saliva). Two pairs of SNP-methylation components were significantly correlated (r = .48 and .35) in blood DNA, and replicated (r = .46 and .29) in saliva DNA, reflecting cross-tissue SNP cis-effects. In the discovery data, both SNP-related methylation components were also associated with one GM component primarily located in cerebellum, caudate, and thalamus. Additionally, another methylation component in NOSIP gene with significant SZ patient differences (P = .009), was associated with 8 GM components (7 with patient differences) including superior, middle, and inferior frontal gyri, superior, middle, and inferior temporal gyri, cerebellum, insula, cuneus, and lingual gyrus. Of these, 5 methylation-GM associations were replicated (P < .05). In contrast, no pairwise significant associations were observed between SNP and GM components. This study strongly supports that compared to genetic variation, epigenetics show broader and more significant associations with brain structure as well as diagnosis, which can be cross-tissue, and the potential in explaining the mechanism of genetic risks in SZ.

摘要

紧密联系遗传学和环境因素,表观遗传学已成为精神疾病研究中越来越受关注的领域。在这项工作中,我们整合了单核苷酸多态性(SNPs)、血液和唾液中的 DNA 甲基化以及大脑灰质(GM)测量值,以探索遗传和表观遗传变异对精神分裂症(SZ)脑结构变化的作用。通过关注已报道的 SZ 遗传风险区域,我们应用多阶段多元分析方法对发现数据集(92 例 SZ 患者和 110 例对照者,血液)和独立复制数据集(93 例 SZ 患者和 99 例对照者,唾液)进行分析。在血液 DNA 中,两对 SNP-甲基化成分显著相关(r =.48 和.35),在唾液 DNA 中复制(r =.46 和.29),反映了跨组织 SNP 顺式效应。在发现数据中,SNP 相关的甲基化成分也与一个主要位于小脑、尾状核和丘脑的 GM 成分相关。此外,NOSIP 基因中具有显著 SZ 患者差异的另一个甲基化成分(P =.009)与 8 个 GM 成分相关(7 个具有患者差异),包括额上回、额中回、额下回、颞上回、颞中回、颞下回、小脑、脑岛、楔前叶和舌回。其中,5 个甲基化-GM 关联得到了复制(P <.05)。相比之下,SNP 和 GM 成分之间没有观察到两两显著关联。这项研究强烈支持,与遗传变异相比,表观遗传学与大脑结构以及诊断具有更广泛和更显著的关联,这种关联可以是跨组织的,并且有可能解释 SZ 遗传风险的机制。