通过生物信息学和实验分析探索IBD和银屑病的共同诊断基因。

IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
International Journal of Medical Sciences Pub Date : 2025-03-03 eCollection Date: 2025-01-01 DOI:10.7150/ijms.107018
Lichun Han, Guangfu Lin, Xiaodan Lv, Bing Han, Xiaofang Xu, Yu Li, Shiquan Li, Deyi Chen, Zhixi Huang, Guangli Gu, Xiaoping Lv
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引用次数: 0

摘要

背景:炎症性肠病(IBD)是一种影响肠道的持续性、非特异性炎症。牛皮癣是一种持久的皮肤炎症性疾病。IBD与牛皮癣之间存在共病相关性,但具体的共病发病机制尚不清楚。材料和方法:在本研究中,我们分析了来自基因表达Omnibus (GEO)数据库的数据集,通过差异表达分析和加权基因共表达网络分析(WGCNA)确定了IBD和牛皮癣的共享基因。然后应用三种机器学习算法识别共享诊断基因。接下来,用ROC曲线评估共享诊断基因的有效性,并确定AUC。随后进行单样本基因集富集分析(ssGSEA)和免疫浸润分析。此外,我们在药物特征数据库(Drug Signature Database, DsigDB)和Coremine数据库中发现了可能对IBD和牛皮癣合并症有治疗作用的潜在药物,如securinine和7种中药。最后,我们通过RT-PCR、Western blot和免疫组化(IHC)方法证实了该共同诊断基因在结肠炎和银屑病小鼠组织中的表达。结果:AQP9对两种疾病的诊断价值最高。在内部验证数据集中,AQP9对UC、CD和牛皮癣的AUC值分别为93.681%、89.629%和78.689%。在外部验证数据集中,AQP9对UC、CD和牛皮癣的AUC值分别为90.394%、93.909%和82.906%。免疫浸润分析和ssGSEA显示AQP9可能通过参与NF-kappaB信号通路,调节免疫细胞分化,影响IBD和牛皮癣的发病过程。此外,AQP9的表达水平得到了一致的验证,与对照组相比,在IBD中表达上调,在银屑病中表达下调。结论:本研究揭示了IBD与银屑病共病的共同诊断基因及潜在机制,为今后探讨IBD与银屑病共病机制及治疗靶点提供了新的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Shared Diagnostic Genes in IBD and Psoriasis through Bioinformatics and Experimental Assays.

Background: Inflammatory bowel disease (IBD) is a persistent, non-specific inflammation affecting the intestines. Psoriasis is a long-lasting inflammatory disorder of the skin. There is a comorbidity correlation between IBD and psoriasis, but the specific pathogenesis of the comorbidity is unclear. Materials and methods: In this study, we analyzed datasets sourced from the Gene Expression Omnibus (GEO) database, and identified shared genes of IBD and psoriasis through differential expression analysis and weighted gene co-expression network analysis (WGCNA). Then three machine learning algorithms were applied to identify shared diagnostic genes. Next, the validation of shared diagnostic genes was evaluated with ROC curves, with the AUC determined. Subsequently, single sample gene set enrichment analysis (ssGSEA) and immune infiltration analysis were conducted. Furthermore, we obtained potential drugs such as securinine in the Drug Signature Database (DsigDB) and 7 traditional Chinese medicines in the Coremine database, which might have therapeutic effects on the comorbidity of IBD and psoriasis. Finally, we confirmed the expression of the shared diagnostic gene in colitis and psoriasis mice tissues through RT-PCR, Western blot and immunohistochemistry (IHC) methods. Results: The results showed that AQP9 had the highest diagnostic value for two diseases. AQP9 had AUC values of 93.681% for UC, 89.629% for CD,and 78.689% for psoriasis in the internal validation datasets. In the external validation datasets, AQP9 had AUC values of 90.394% for UC, 93.909% for CD,and 82.906% for psoriasis. Immune infiltration analysis and ssGSEA revealed that AQP9 might impact the disease process of IBD and psoriasis by participating in the NF-kappaB signaling pathway, and modulating immune cell differentiation. Furthermore, the expression levels of AQP9 were consistently validated, showing upregulation in IBD and downregulation in psoriasis, compared to the control group. Conclusions: This study revealed the shared diagnostic genes and potential mechanisms of the comorbidity of IBD and psoriasis, providing new directions for future research on exploring the comorbidity mechanisms and treatment targets.

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来源期刊
International Journal of Medical Sciences
International Journal of Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
7.20
自引率
0.00%
发文量
185
审稿时长
2.7 months
期刊介绍: Original research papers, reviews, and short research communications in any medical related area can be submitted to the Journal on the understanding that the work has not been published previously in whole or part and is not under consideration for publication elsewhere. Manuscripts in basic science and clinical medicine are both considered. There is no restriction on the length of research papers and reviews, although authors are encouraged to be concise. Short research communication is limited to be under 2500 words.
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