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Correspondence of DNA Methylation Between Blood and Brain Tissue and Its Application to Schizophrenia Research

机译:血液与脑组织DNA甲基化的对应关系及其在精神分裂症研究中的应用

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摘要

Given the difficulty of procuring human brain tissue, a key question in molecular psychiatry concerns the extent to which epigenetic signatures measured in more accessible tissues such as blood can serve as a surrogate marker for the brain. Here, we aimed (1) to investigate the blood-brain correspondence of DNA methylation using a within-subject design and (2) to identify changes in DNA methylation of brain-related biological pathways in schizophrenia.We obtained paired blood and temporal lobe biopsy samples simultaneously from 12 epilepsy patients during neurosurgical treatment. Using the Infinium 450K methylation array we calculated similarity of blood and brain DNA methylation for each individual separately. We applied our findings by performing gene set enrichment analyses (GSEA) of peripheral blood DNA methylation data (Infinium 27K) of 111 schizophrenia patients and 122 healthy controls and included only Cytosine-phosphate-Guanine (CpG) sites that were significantly correlated across tissues.Only 7.9% of CpG sites showed a statistically significant, large correlation between blood and brain tissue, a proportion that although small was significantly greater than predicted by chance. GSEA analysis of schizophrenia data revealed altered methylation profiles in pathways related to precursor metabolites and signaling peptides.Our findings indicate that most DNA methylation markers in peripheral blood do not reliably predict brain DNA methylation status. However, a subset of peripheral data may proxy methylation status of brain tissue. Restricting the analysis to these markers can identify meaningful epigenetic differences in schizophrenia and potentially other brain disorders.
机译:考虑到获取人脑组织的困难,分子精神病学中的一个关键问题涉及在更易接近的组织(例如血液)中测得的表观遗传学特征可以在多大程度上充当大脑的替代标记。在这里,我们的目的是(1)使用受试者内部设计研究DNA甲基化的血脑对应关系,(2)识别精神分裂症中与大脑相关的生物学途径的DNA甲基化变化。我们获得了血液和颞叶活检在神经外科治疗期间同时从12名癫痫患者中采集样本。使用Infinium 450K甲基化阵列,我们分别计算了每个人的血液和大脑DNA甲基化的相似性。我们通过对111位精神分裂症患者和122位健康对照者的外周血DNA甲基化数据(Infinium 27K)进行基因集富集分析(GSEA)来应用我们的发现,并且仅包括在组织之间显着相关的胞嘧啶-磷酸-鸟嘌呤(CpG)位点。仅有7.9%的CpG位点显示出血液和脑组织之间的统计学显着性,大相关性,尽管这一比例很小,但远高于偶然预测的比例。 GSEA对精神分裂症数据的分析揭示了与前体代谢产物和信号肽相关的途径中甲基化谱的改变。我们的发现表明,外周血中大多数DNA甲基化标志物不能可靠地预测大脑DNA甲基化状态。但是,外围数据的子集可能代表大脑组织的甲基化状态。将分析限制在这些标记上可以识别出精神分裂症和其他潜在脑疾病的有意义的表观遗传学差异。

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