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Anti-TNF -a treatment-related pathways and biomarkers revealed by transcriptome analysis in Chinese psoriasis patients

机译:抗TNF -A治疗相关的途径和生物标志物,在中国牛皮癣患者转录组分析显示

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Background: Anti-tumor necrosis factor alpha (TNF-a) therapy has made a significant impact on treating psoriasis. Despite these agents being designed to block TNF-a activity, their mechanism of action in the remission of psoriasis is still not fully understood at the molecular level.Results: To better understand the molecular mechanisms of Anti-TNF-a therapy, we analysed the global gene expression profile (using mRNA microarray) in peripheral blood mononuclear cells (PBMCs) that were collected from 6psoriasis patients before and 12 weeks after the treatment of etanercept. First, we identified 176 differentially expressed genes (DEGs) before and after treatment by using paired t-test. Then, we constructed the gene co-expression modules by weighted correlation network analysis (WGCNA), and 22 co-expression modules were found to be significantly correlated with treatment response. Of these 176 DEGs, 79 DEGs (M_DEGs) were the members of these 22 co-expression modules. Of the 287 GO functional processes and pathways that were enriched for these 79 M_DEGs, we identified 30 pathways whose overall gene expression activities were significantly correlated with treatment response. Of the original 176 DEGs, 19 (GO_DEGs) were found to be the members of these30 pathways, whose expression profiles showed clear discrimination before and after treatment. As expected, of the biological processes and functionalities implicated by these 30 treatment response-related pathways, the inflammation and immune response was the top pathway in response to etanercept treatment, and some known TNF-a related pathways, such as molting cycle process, hair cycle process, skin epidermis development, regulation of hair follicle development, were implicated. Furthermore, additional novel pathways were also suggested, such as heparan sulfate proteoglycan metabolic process, vascular endothelial growth factor production, whose transcriptional regulation may mediate the response to etanercept treatment.Conclusion: Through global geneexpression analysis in PBMC of psoriasis patient and subsequent co-expression module based pathway analyses, we have identified a group of functionally coherent and differentially expressed genes (DEGs) and related pathways, which has not only providednew biological insight about the molecular mechanism of anti-TNF-a treatment, but also identified several genes whose expression profiles can be used as potential biomarkers for anti-TNF-a treatment response in psoriasis.
机译:背景:抗肿瘤坏死因子α(TNF-A)治疗对治疗牛皮癣产生了重大影响。尽管这些代理被设计为阻断TNF-A活动,但它们在分子水平仍然没有完全理解其在牛皮癣中的作用机制。结果:为了更好地了解抗TNF-A治疗的分子机制,我们分析了在治疗Etanercept治疗之前和12周之前,在6psoriasis患者中收集的外周血单核细胞(PBMC)中的全局基因表达谱(使用mRNA微阵列)。首先,通过使用配对的T检验,我们在处理之前和之后鉴定了176个差异表达的基因(DEGS)。然后,我们通过加权相关网络分析(WGCNA)构建了基因共表达模块,发现22个共表达模块与治疗反应显着相关。在这176℃的中,79℃(M_degs)是这22个共表达模块的成员。在富集这些79M_degs的287个功能过程和途径中,我们确定了30个途径,其总体基因表达活性与治疗反应显着相关。在原始的176℃,19(Go_degs)被发现是这30个途径的成员,其表达概况在治疗前后明显的歧视。正如预期的那样,通过这30个治疗响应相关途径涉及的生物过程和功能,炎症和免疫应答是响应乙酰庚啶处理的顶部途径,以及一些已知的TNF-A相关途径,例如蜕皮循环过程,头发循环过程,皮肤表皮发育,毛囊发育调节,均涉及。此外,还提出了额外的新途径,例如硫酸乙酰肝素蛋白多糖代谢过程,血管内皮生长因子产生,其转录调节可以介导对依那西普治疗的反应。结论:通过牛皮癣患者PBMC的全球碱基表达分析和随后的共同表达基于模块的途径分析,我们已经鉴定了一组功能相干和差异表达的基因(DEG)和相关途径,其不仅提供了关于抗TNF-A治疗的分子机制的生物学洞察,而且还确定了一种表达的基因曲线可用作潜在的牛皮癣抗TNF-A治疗反应的潜在生物标志物。

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