利用WGCNA和两样本孟德尔随机化研究验证克罗恩病的生物标志物和免疫治疗。

IF 1.4 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY
Gastroenterology Research and Practice Pub Date : 2025-07-01 eCollection Date: 2025-01-01 DOI:10.1155/grp/8194480
Cong Hu, Shuxiong Nong, Chenang Liu, Yongfeng Chen, Chilin Liao, Meng Wu
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引用次数: 0

摘要

目的:克罗恩病(CD)是一种以肠道为主的慢性全身性炎症性疾病,常伴有肠外症状和免疫问题。这种疾病的发展可能会对肠道的结构和功能造成永久性损害。由于早期症状不明确,缺乏精确的检测方法,早期诊断乳糜泻是困难的。许多患者被诊断为晚期,这可能导致治疗延误和并发症的风险增加。鉴定与乳糜泻相关的枢纽基因并利用其预测乳糜泻具有重要意义。方法:采用DEG和WGCNA鉴定与CD相关的关键基因,并检测与疾病显著相关的模块。通过GO和KEGG分析来探索这些鉴定基因的功能。结果:WCGNA鉴定出3240个差异表达基因,其中品红模块是9个聚类模块中最显著的。GO和KEGG通路的富集表明,品红模块中的枢纽基因与血红素结合、四硝基结合、羧酸结合、有机酸结合、IL-17信号通路和阿米巴虫通路的正调控有关。前5位的枢纽基因分别是CXCL1、LCN2、NOS2、S100A8和DUOX2。孟德尔随机化分析发现CXCL1与CD之间存在显著相关性。结论:本研究采用生物信息学方法和孟德尔随机化研究筛选了5个潜在的CD患者生物标志物基因。我们的研究结果揭示了CXCL1、LCN2、NOS2、S100A8和DUOX2在CD中的作用,并表明CXCL1可能是最佳的生物标志物,可能是一种相对容易的临床转化途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Validation of Biomarkers and Immunotherapy With Crohn's Disease Using WGCNA and Two-Sample Mendelian Randomization Study.

Validation of Biomarkers and Immunotherapy With Crohn's Disease Using WGCNA and Two-Sample Mendelian Randomization Study.

Validation of Biomarkers and Immunotherapy With Crohn's Disease Using WGCNA and Two-Sample Mendelian Randomization Study.

Validation of Biomarkers and Immunotherapy With Crohn's Disease Using WGCNA and Two-Sample Mendelian Randomization Study.

Objective: Crohn's disease (CD) is a chronic systemic inflammatory disease that mainly affects the intestine, accompanied by extraintestinal symptoms and immune problems. The progression of the disease may cause permanent damage to the structure and function of the intestine. Due to unclear early symptoms and lack of precise detection methods, early diagnosis of CD is difficult. Many patients were diagnosis at late stage, which may lead to delayed treatment and increased risk of complications. Identifying hub genes related to CD and using them to predict CD is of great significance. Methods: DEG and WGCNA were employed to identify key genes associated with CD and to detect modules significantly linked to the disease. GO and KEGG analyses were conducted to explore the functions of these identified genes. Additionally, MR method was utilized to assess the causal relationships between the most significant gene and CD. Results: WCGNA identified 3240 differentially expressed genes, with the magenta module being the most significant among the nine clustered modules. The enrichment of GO and KEGG pathways indicates that the hub genes in the magenta module are related to the positive regulation of heme binding, tetrapyrrole binding, carboxylic acid binding, organic acid binding, IL-17 signaling pathway, and amoebiasis pathway. The Top 5 hub genes are CXCL1, LCN2, NOS2, S100A8, and DUOX2. Mendelian randomization analysis found a significant correlation between CXCL1 and CD. Conclusions: The study screened five potential biomarker genes in CD patients using a bioinformatics approach and Mendelian randomization study. Our results provided insights into CXCL1, LCN2, NOS2, S100A8, and DUOX2 in CD and suggested that CXCL1 may potentially be the optimal biomarker that could be a relatively easy path to clinical translation.

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来源期刊
Gastroenterology Research and Practice
Gastroenterology Research and Practice GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
4.40
自引率
0.00%
发文量
91
审稿时长
1 months
期刊介绍: Gastroenterology Research and Practice is a peer-reviewed, Open Access journal which publishes original research articles, review articles and clinical studies based on all areas of gastroenterology, hepatology, pancreas and biliary, and related cancers. The journal welcomes submissions on the physiology, pathophysiology, etiology, diagnosis and therapy of gastrointestinal diseases. The aim of the journal is to provide cutting edge research related to the field of gastroenterology, as well as digestive diseases and disorders. Topics of interest include: Management of pancreatic diseases Third space endoscopy Endoscopic resection Therapeutic endoscopy Therapeutic endosonography.
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