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从与先天性巨结肠病共有的差异表达基因中鉴定溃疡性结肠炎诊断标志物。

Identification of ulcerative colitis diagnostic markers from differentially expressed genes shared with Hirschsprung disease.

作者信息

Zuo Wei, Wang Zhengguang

机构信息

Department of General Surgery, The First Affiliated Hospital, Anhui Medical University, Hefei, 230022, China.

出版信息

Sci Rep. 2025 Apr 2;15(1):11274. doi: 10.1038/s41598-024-83964-6.

Abstract

Hirschsprung disease (HSCR) and ulcerative colitis (UC) exhibit overlapping features, with studies indicating a high incidence of UC among individuals with HSCR, suggesting a potential link worth exploring at the genetic level. This study aimed to identify differentially expressed genes (DEGs) common to both conditions and evaluate their diagnostic and therapeutic potential for UC. Transcriptomic expression data from colorectal biopsies were obtained from the Gene Expression Omnibus to identify common DEGs. Functional enrichment analysis was conducted using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes methods. Feature genes for distinguishing UC were identified using support vector machine-recursive feature elimination, LASSO regression, and random forest techniques. Receiver operating characteristic (ROC) analysis assessed the diagnostic performance of these genes, leading to a nomogram for UC prediction. Pearson correlation analysis evaluated the relationship between immune cell infiltration and feature genes, while a Protein-Protein Interaction (PPI) network examined interactions with related proteins. We identified 49 common DEGs, linked to biological processes such as "positive regulation of T cell-mediated immunity." The feature genes BEX2, GNG4, and ROGDI were consistently downregulated in UC, demonstrating diagnostic potential with AUC values exceeding 0.7. The findings suggest significant changes in immune cell abundance and highlight BEX2, GNG4, and ROGDI as promising diagnostic markers and therapeutic targets for UC.

摘要

先天性巨结肠症(HSCR)和溃疡性结肠炎(UC)具有重叠特征,研究表明HSCR患者中UC的发病率很高,这表明在基因水平上有一个值得探索的潜在联系。本研究旨在鉴定这两种疾病共有的差异表达基因(DEG),并评估它们对UC的诊断和治疗潜力。从基因表达综合数据库获取结直肠活检组织的转录组表达数据,以鉴定共同的DEG。使用基因本体论和京都基因与基因组百科全书方法进行功能富集分析。使用支持向量机递归特征消除、套索回归和随机森林技术鉴定区分UC的特征基因。受试者操作特征(ROC)分析评估了这些基因的诊断性能,从而得出UC预测的列线图。Pearson相关分析评估免疫细胞浸润与特征基因之间的关系,而蛋白质-蛋白质相互作用(PPI)网络则检测与相关蛋白质的相互作用。我们鉴定出49个共同的DEG,它们与“T细胞介导的免疫的正调控”等生物学过程相关。特征基因BEX2、GNG4和ROGDI在UC中持续下调,其AUC值超过0.7,显示出诊断潜力。研究结果表明免疫细胞丰度有显著变化,并突出了BEX2、GNG4和ROGDI作为UC有前景的诊断标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ef7/11965274/ed521eda0f54/41598_2024_83964_Fig1_HTML.jpg

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