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骨 Paget 病的表观遗传学分析确定了预测疾病状态的差异甲基化位点。

Epigenetic analysis of Paget's disease of bone identifies differentially methylated loci that predict disease status.

机构信息

Division of Genomic and Translational Biomedicine, College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar.

Centre for Genomic and Experimental Medicine, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.

出版信息

Elife. 2021 Apr 30;10:e65715. doi: 10.7554/eLife.65715.

Abstract

Paget's disease of bone (PDB) is characterized by focal increases in disorganized bone remodeling. This study aims to characterize PDB-associated changes in DNA methylation profiles in patients' blood. Meta-analysis of data from the discovery and cross-validation set, each comprising 116 PDB cases and 130 controls, revealed significant differences in DNA methylation at 14 CpG sites, 4 CpG islands, and 6 gene-body regions. These loci, including two characterized as functional through expression quantitative trait-methylation analysis, were associated with functions related to osteoclast differentiation, mechanical loading, immune function, and viral infection. A multivariate classifier based on discovery samples was found to discriminate PDB cases and controls from the cross-validation with a sensitivity of 0.84, specificity of 0.81, and an area under curve of 92.8%. In conclusion, this study has shown for the first time that epigenetic factors contribute to the pathogenesis of PDB and may offer diagnostic markers for prediction of the disease.

摘要

佩吉特病(PDB)的特征是骨改建的局部紊乱增加。本研究旨在描述患者血液中与 PDB 相关的 DNA 甲基化谱变化。对来自发现和交叉验证集的数据进行荟萃分析,每个数据集包含 116 例 PDB 病例和 130 例对照,结果显示在 14 个 CpG 位点、4 个 CpG 岛和 6 个基因体区域的 DNA 甲基化存在显著差异。这些位点包括通过表达数量性状-甲基化分析鉴定的两个功能位点,与破骨细胞分化、机械加载、免疫功能和病毒感染相关的功能有关。基于发现样本的多元分类器被发现可以从交叉验证中区分 PDB 病例和对照,其灵敏度为 0.84,特异性为 0.81,曲线下面积为 92.8%。总之,本研究首次表明,表观遗传因素有助于 PDB 的发病机制,并可能为疾病预测提供诊断标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b2c/8184208/519103c1bec1/elife-65715-fig1.jpg

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