乳糜泻发病机制的系统生物学方法:确定潜在的保护和促进机制。

IF 0.7 Q4 MEDICINE, RESEARCH & EXPERIMENTAL
Advanced biomedical research Pub Date : 2024-07-29 eCollection Date: 2024-01-01 DOI:10.4103/abr.abr_229_23
Mahmood Fadaie, Anis Khalafiyan, Elham Ghafouri, Tayebeh Ranjbarnejad, Shiva Moein
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引用次数: 0

摘要

背景:乳糜泻(Celiac disease,CeD)是一种由饮食中的麸质引发的自身免疫性肠病。近 90% 的乳糜泻患者具有 HLA-DQ2 或 -DQ8 单倍型。由于 CeD 患者的一级亲属(FDR)中有很高比例具有相同的单倍型,因此推测他们患病的风险高于普通人群。然而,一级亲属中 CeD 的发病率却相当低(7.5%):为了弄清这一差异,我们重新分析了CeD患者、FDRs和对照组的肠粘膜活检微阵列数据集,并构建了蛋白质-蛋白质相互作用网络:结果:主成分分析表明,CeD组和FDR组的基因表达量相差甚远。结果:主成分分析表明,CeD组和FDR组的基因表达量相差甚远,比较两个网络的差异表达基因,发现一些基因呈反向表达,主要与细胞周期机制有关。此外,通过分析上调和下调基因网络的模块结构,确定了乳糜泻患者体内蛋白质降解机制的激活和核糖体相关蛋白质合成的抑制,而FDRs的模式是上下颠倒的:结论:自上而下的系统生物学方法确定了一些在乳糜泻和FDR组中具有反向功能的调控通路。这些基因和分子机制可作为潜在的药物靶点或乳糜泻的预后标志物进行研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Systems Biology Approach to the Pathogenesis of Celiac Disease: Identification of Potential Protective and Promoting Mechanisms.

Background: Celiac disease (CeD) is an autoimmune enteropathy triggered by dietary gluten. Almost 90% of CeD patients have HLA-DQ2 or -DQ8 haplotypes. As a high proportion of first-degree relatives (FDRs) of CeD patients have the same haplotype, it is assumed that they are at a higher risk of disease development than the general population. Nevertheless, the prevalence of CeD among FDRs is considerably low (7.5%).

Materials and methods: In order to figure out this discrepancy, a microarray dataset of intestinal mucosal biopsies of CeD patients, FDRs, and control groups was reanalyzed, and a protein-protein interaction network was constructed.

Results: Principal component analysis showed that CeD and FDR groups are far away in terms of gene expression. Comparing differentially expressed genes of both networks demonstrated inverse expression of some genes mainly related to cell cycle mechanisms. Moreover, analysis of the modular structures of up- and downregulated gene networks determined activation of protein degradation mechanisms and inhibition of ribosome-related protein synthesis in celiac patients with an upside-down pattern in FDRs.

Conclusions: The top-down systems biology approach determined some regulatory pathways with inverse function in CeD and FDR groups. These genes and molecular mechanisms could be a matter of investigation as potential druggable targets or prognostic markers in CeD.

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