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分析甲基化数据集鉴定出骨关节炎中显著改变的基因和功能途径。

Analysis of methylation datasets identified significantly changed genes and functional pathways in osteoarthritis.

机构信息

Department of Orthopedics, Zoucheng People's Hospital, No. 59 Qianquan Road, Zoucheng, 273500, Shandong, China.

出版信息

Clin Rheumatol. 2019 Dec;38(12):3529-3538. doi: 10.1007/s10067-019-04700-4. Epub 2019 Aug 2.

Abstract

BACKGROUND

Researches indicate that epigenetics was involved in osteoarthritis (OA). The purpose of this study was to describe the alterations of DNA methylation in hip and knee OA by comparing DNA methylome of OA cartilage and non-OA samples and to identify novel genes and pathways associated with OA.

METHODS

We gained two expression profiling datasets (GSE73626 and GSE63695) from the GEO dataset. The RnBeads in R package was used to identify differentially methylated CpG sites. Genes that showed significant differences in DNA methylation between OA and normal control groups underwent functional annotation analysis using the online tool of GeneCodis. Furthermore, we used the Sequenom MassARRAY platform (CapitalBio, Beijing, China) to perform the quantitative methylation analysis.

RESULTS

A total of 249 hypermethylated sites and 96 hypomethylated sites were obtained from OA samples compared with normal control samples. Functional analysis of differentially methylated genes obtained that embryonic skeletal system morphogenesis, cartilage development, and skeletal system development may be involved in the pathogenesis of OA. Eight genes including HOXB3, HOXB4, HOXB6, HOXC4, HOXC10, HOXD3, TBX3, and TBX5 were identified as potential novel biomarkers for OA.

CONCLUSION

Taken together, our study found different molecular characteristics between OA patients and normal controls. This may provide new clues to elucidate the pathogenesis of OA.Key Points• Embryonic skeletal system morphogenesis, cartilage development, skeletal system development may be involved in the pathogenesis of OA.• Eight genes are identified as potential novel markers for OA.• Our future in vivo molecular intervention experiments will extend our current findings.

摘要

背景

研究表明表观遗传学与骨关节炎(OA)有关。本研究旨在通过比较 OA 软骨和非 OA 样本的 DNA 甲基化组,描述髋部和膝部 OA 中 DNA 甲基化的改变,并确定与 OA 相关的新基因和途径。

方法

我们从 GEO 数据库中获得了两个表达谱数据集(GSE73626 和 GSE63695)。使用 R 包中的 RnBeads 识别差异甲基化 CpG 位点。对 OA 组和正常对照组之间在 DNA 甲基化水平上有显著差异的基因进行功能注释分析,使用在线工具 GeneCodis。此外,我们使用 Sequenom MassARRAY 平台(北京卡替生物,中国)进行定量甲基化分析。

结果

与正常对照组相比,OA 样本中获得了 249 个高甲基化位点和 96 个低甲基化位点。差异甲基化基因的功能分析表明,胚胎骨骼系统形态发生、软骨发育和骨骼系统发育可能参与了 OA 的发病机制。鉴定出包括 HOXB3、HOXB4、HOXB6、HOXC4、HOXC10、HOXD3、TBX3 和 TBX5 在内的 8 个基因可能是 OA 的潜在新生物标志物。

结论

综上所述,我们的研究发现 OA 患者与正常对照组之间存在不同的分子特征。这可能为阐明 OA 的发病机制提供新的线索。

关键点

  1. 胚胎骨骼系统形态发生、软骨发育、骨骼系统发育可能参与 OA 的发病机制。

  2. 鉴定出 8 个基因可能是 OA 的潜在新生物标志物。

  3. 我们未来的体内分子干预实验将扩展我们目前的发现。

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