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利用共享分子特征和综合分析对系统性自身免疫性风湿病的新见解。

Novel insights into systemic autoimmune rheumatic diseases using shared molecular signatures and an integrative analysis.

作者信息

Hudson Marie, Bernatsky Sasha, Colmegna Ines, Lora Maximilien, Pastinen Tomi, Klein Oros Kathleen, Greenwood Celia M T

机构信息

a Lady Davis Research Institute , Montréal , QC , Canada.

b Division of Rheumatology , Jewish General Hospital , Montréal , QC , Canada.

出版信息

Epigenetics. 2017 Jun 3;12(6):433-440. doi: 10.1080/15592294.2017.1303581. Epub 2017 Apr 7.

Abstract

We undertook this study to identify DNA methylation signatures of three systemic autoimmune rheumatic diseases (SARDs), namely rheumatoid arthritis, systemic lupus erythematosus, and systemic sclerosis, compared to healthy controls. Using a careful design to minimize confounding, we restricted our study to subjects with incident disease and performed our analyses on purified CD4 T cells, key effector cells in SARD. We identified differentially methylated (using the Illumina Infinium HumanMethylation450 BeadChip array) and expressed (using the Illumina TruSeq stranded RNA-seq protocol) sites between cases and controls, and investigated the biological significance of this SARD signature using gene annotation databases. We recruited 13 seropositive rheumatoid arthritis, 19 systemic sclerosis, 12 systemic lupus erythematosus subjects, and 8 healthy controls. We identified 33 genes that were both differentially methylated and expressed (26 over- and 7 under-expressed) in SARD cases versus controls. The most highly overexpressed gene was CD1C (log fold change in expression = 1.85, adjusted P value = 0.009). In functional analysis (Ingenuity Pathway Analysis), the top network identified was lipid metabolism, molecular transport, small molecule biochemistry. The top canonical pathways included the mitochondrial L-carnitine shuttle pathway (P = 5E-03) and PTEN signaling (P = 8E-03). The top upstream regulator was HNF4A (P = 3E-05). This novel SARD signature contributes to ongoing work to further our understanding of the molecular mechanisms underlying SARD and provides novel targets of interest.

摘要

我们开展这项研究,旨在确定三种系统性自身免疫性风湿病(SARDs),即类风湿性关节炎、系统性红斑狼疮和系统性硬化症,与健康对照相比的DNA甲基化特征。通过精心设计以尽量减少混杂因素,我们将研究限制在新发疾病的受试者,并对纯化的CD4 T细胞(SARD中的关键效应细胞)进行分析。我们确定了病例组和对照组之间差异甲基化(使用Illumina Infinium HumanMethylation450 BeadChip芯片阵列)和表达(使用Illumina TruSeq链特异性RNA测序方案)的位点,并使用基因注释数据库研究了这种SARD特征的生物学意义。我们招募了13名血清阳性类风湿性关节炎患者、19名系统性硬化症患者、12名系统性红斑狼疮患者和8名健康对照。我们确定了33个在SARD病例与对照中既存在差异甲基化又存在差异表达的基因(26个高表达和7个低表达)。表达量最高的基因是CD1C(表达的对数倍变化 = 1.85,校正P值 = 0.009)。在功能分析(Ingenuity Pathway Analysis)中,确定的顶级网络是脂质代谢、分子转运、小分子生物化学。顶级经典通路包括线粒体L-肉碱穿梭通路(P = 5×10⁻³)和PTEN信号通路(P = 8×10⁻³)。顶级上游调节因子是HNF4A(P = 3×10⁻⁵)。这种新的SARD特征有助于正在进行的工作,以进一步加深我们对SARD潜在分子机制的理解,并提供了新的感兴趣的靶点。

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