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通过整合生物信息学分析预测关键的表观遗传相关差异表达基因,并鉴定 S100A9 为银屑病的新型生物标志物。

Prediction of crucial epigenetically‑associated, differentially expressed genes by integrated bioinformatics analysis and the identification of S100A9 as a novel biomarker in psoriasis.

机构信息

Department of Dermatology, Affiliated Hospital of Nantong University, Nantong, Jiangsu 226001, P.R. China.

Department of Dermatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430022, P.R. China.

出版信息

Int J Mol Med. 2020 Jan;45(1):93-102. doi: 10.3892/ijmm.2019.4392. Epub 2019 Oct 31.

Abstract

Psoriasis is one of the most common immune‑mediated inflammatory diseases of the skin. The identification of the pivotal molecular mechanisms responsible for the disease pathogenesis may lead to the development of novel therapeutic options. The present study aimed to identify pivotal differentially expressed genes (DEGs) and methylated DEGs in psoriasis. The raw data from gene microarrays were obtained from the Gene Expression Omnibus database. The data were processed using packages in Bioconductor. In total, 352 upregulated and 137 downregulated DEGs were identified. The upregulated DEGs were primarily enriched in the 'innate immune defense' response and the 'cell cycle'. The downregulated DEGs were primarily enriched in 'cell adhesion' and 'tight junction pathways'. A total of 95 methylated DEGs were identified, which were significantly enriched in the 'interleukin (IL)‑17 signaling pathway' and the 'response to interferon'. Based on a comprehensive evaluation of all algorithms in cytoHubba, the key epigenetic‑associated hub genes (S100A9, SELL, FCGR3B, MMP9, S100A7, IL7R, IRF7, CCR7, IFI44, CXCL1 and LCN2) were screened out. In order to further validate these genes, the present study constructed a model of imiquimod (IMQ)‑induced psoriasiform dermatitis using mice. The levels of these hub genes were increased in the IMQ group. The knockdown of methylation‑regulating enzyme ten‑eleven translocation (TET) 2 expression in mice attenuated the expression levels of S100A9, SELL, IL7R, MMP9, CXCL1 and LCN2. Furthermore, the hydroxymethylated level of S100A9 was highly expressed in the IMQ group and was significantly decreased by TET2 deficiency in mice. On the whole, using an integrative system bioinformatics approach, the present study identified a series of characteristic enrichment pathways and key genes that may serve as potential biomarkers in psoriasis.

摘要

银屑病是最常见的皮肤免疫介导性炎症性疾病之一。鉴定导致疾病发病机制的关键分子机制可能会导致新的治疗选择的出现。本研究旨在鉴定银屑病中关键差异表达基因(DEG)和甲基化 DEG。从基因芯片获得的原始数据来自基因表达综合数据库。使用 Bioconductor 中的软件包对数据进行处理。共鉴定出 352 个上调和 137 个下调的 DEG。上调的 DEG 主要富集在“固有免疫防御”反应和“细胞周期”中。下调的 DEG 主要富集在“细胞黏附”和“紧密连接途径”中。共鉴定出 95 个甲基化 DEG,它们显著富集在“白细胞介素(IL)-17 信号通路”和“干扰素反应”中。基于 cytoHubba 中所有算法的综合评估,筛选出关键的表观遗传相关枢纽基因(S100A9、SELL、FCGR3B、MMP9、S100A7、IL7R、IRF7、CCR7、IFI44、CXCL1 和 LCN2)。为了进一步验证这些基因,本研究使用小鼠构建了咪喹莫特(IMQ)诱导的银屑病样皮炎模型。这些枢纽基因在 IMQ 组中的水平升高。在小鼠中敲低甲基化调节酶 ten-eleven translocation(TET)2 的表达,降低了 S100A9、SELL、IL7R、MMP9、CXCL1 和 LCN2 的表达水平。此外,S100A9 的羟甲基化水平在 IMQ 组中高表达,在小鼠中 TET2 缺乏时显著降低。总的来说,使用整合系统生物信息学方法,本研究鉴定了一系列特征富集途径和关键基因,它们可能作为银屑病的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6ea/6889933/ba7819d60634/IJMM-45-01-0093-g00.jpg

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