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运用综合生物信息学分析方法探究非酒精性脂肪性肝炎和炎症性肠病的共有分子特征和调控机制。

Exploring shared molecular signatures and regulatory mechanisms in nonalcoholic steatohepatitis and inflammatory bowel disease using integrative bioinformatics analysis.

机构信息

Chongqing Key Laboratory of Medicinal Resources in the Three Gorges Reservoir Region, School of Biological and Chemical Engineering, Chongqing University of Education, Chongqing, 400067, People's Republic of China.

Research Center of Brain Intellectual Promotion and Development for Children Aged 0-6 Years, Chongqing University of Education, Chongqing, 400067, People's Republic of China.

出版信息

Sci Rep. 2024 May 27;14(1):12085. doi: 10.1038/s41598-024-62310-w.

DOI:10.1038/s41598-024-62310-w
PMID:38802459
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11130338/
Abstract

The co-existence of inflammatory bowel disease (IBD) and non-alcoholic steatohepatitis (NASH) has raised interest in identifying shared molecular mechanisms and potential therapeutic targets. However, the relationship between these two diseases remains unclear and effective medical treatments are still lacking. Through the bioinformatics analysis in this study, 116 shared differentially expressed genes (SDEGs) were identified between IBD and NASH datasets. GO and KEGG pathway analyses revealed significant involvement of SDEGs in apoptotic processes, cell death, defense response, cytokine and chemokine activity, and signaling pathways. Furthermore, weighted gene co-expression network analysis (WGCNA) identified five shared signature genes associated specifically with IBD and NASH, they were CXCL9, GIMAP2, ADAMTS5, GRAP, and PRF1. These five genes represented potential diagnostic biomarkers for distinguishing patients with diseases from healthy individuals by using two classifier algorithms and were positively related to autophagy, ferroptosis, angiogenesis, and immune checkpoint factors in the two diseases. Additionally, single-cell analysis of IBD and NASH samples highlighted the expression of regulatory genes in various immune cell subtypes, emphasizing their significance in disease pathogenesis. Our work elucidated the shared signature genes and regulatory mechanisms of IBD and NASH, which could provide new potential therapies for patients with IBD and NASH.

摘要

炎症性肠病(IBD)和非酒精性脂肪性肝炎(NASH)的共存引起了人们对识别共同分子机制和潜在治疗靶点的兴趣。然而,这两种疾病之间的关系仍不清楚,有效的治疗方法仍然缺乏。通过本研究的生物信息学分析,在 IBD 和 NASH 数据集之间确定了 116 个共同差异表达基因(SDEGs)。GO 和 KEGG 途径分析表明,SDEGs 显著参与了凋亡过程、细胞死亡、防御反应、细胞因子和趋化因子活性以及信号通路。此外,加权基因共表达网络分析(WGCNA)鉴定了与 IBD 和 NASH 特异性相关的五个共同特征基因,它们是 CXCL9、GIMAP2、ADAMTS5、GRAP 和 PRF1。这五个基因通过两种分类器算法代表了区分疾病患者和健康个体的潜在诊断生物标志物,并且与两种疾病中的自噬、铁死亡、血管生成和免疫检查点因素呈正相关。此外,IBD 和 NASH 样本的单细胞分析强调了各种免疫细胞亚型中调节基因的表达,这表明它们在疾病发病机制中的重要性。我们的工作阐明了 IBD 和 NASH 的共同特征基因和调节机制,这可能为 IBD 和 NASH 患者提供新的潜在治疗方法。

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本文引用的文献

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