Suppr超能文献

基于 WGCNA 分析的阑尾炎枢纽基因的诊断价值评估及孟德尔随机化研究。

Evaluation of diagnostic value and Mendelian randomization study of appendicitis hub genes obtained by WGCNA analysis.

机构信息

Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

出版信息

Medicine (Baltimore). 2024 Sep 6;103(36):e39307. doi: 10.1097/MD.0000000000039307.

Abstract

The timely and precise diagnosis of appendicitis was deemed essential. This study sought to examine the diagnostic significance of hub genes linked to appendicitis and to delve deeper into the pathophysiology of the condition. Differential gene expression analysis revealed distinct genes in the appendicitis group compared to other abdominal pain group, while weighted gene co-expression network analysis identified appendicitis-associated modules. Further analysis of common genes was conducted using Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analysis. The diagnostic efficiency of hub genes was explored through the use of nomograms and receiver operator characteristic curves. Additionally, immunoinfiltration analysis was performed to investigate the immune cell infiltration in both groups. The causal relationship between hub genes and appendicitis, as well as gut microbiota and appendicitis, was ultimately examined through Mendelian randomization. By conducting differential expression analysis and weighted gene co-expression network analysis, a total of 757 common genes were identified. Subsequent Kyoto Encyclopedia of Genes and Genomes and Gene Ontology enrichment analyses revealed that these common genes were primarily associated with positive regulation of cell adhesion, focal adhesion, protein serine kinase activity, and amyotrophic lateral sclerosis. Utilizing Cytoscape software, the top 10 genes with the highest degree of interaction were identified as RPS3A, RPSA, RPL5, RPL37A, RPS27L, FLT3LG, ARL6IP1, RPL32, MRPL3, and GSPT1. Evaluation using nomograms and receiver operator characteristic curves demonstrated the diagnostic value of these hub genes. Ultimately, a causal relationship between hub genes and appendicitis was not identified in our study. Nevertheless, our findings indicate that appendicitis is correlated with 9 gut microbiota. This study identified 5 hub genes, specifically HSP90AA1, RPL5, MYC, CD44, and RPS3A, which exhibit diagnostic significance of appendicitis. Furthermore, the elucidation of these hub genes aids in enhancing our comprehension of the molecular pathways implicated in the development of appendicitis.

摘要

及时准确地诊断阑尾炎至关重要。本研究旨在探讨与阑尾炎相关的关键基因的诊断意义,并深入研究该病的病理生理学。差异基因表达分析显示,阑尾炎组与其他腹痛组相比存在明显不同的基因,而加权基因共表达网络分析则确定了与阑尾炎相关的模块。通过京都基因与基因组百科全书和基因本体论分析进一步对常见基因进行分析。通过列线图和接收者操作特征曲线分析探讨了关键基因的诊断效率。此外,还进行了免疫浸润分析,以研究两组之间的免疫细胞浸润情况。通过孟德尔随机化最终研究了关键基因与阑尾炎、肠道微生物群与阑尾炎之间的因果关系。通过进行差异表达分析和加权基因共表达网络分析,共鉴定出 757 个共同基因。随后的京都基因与基因组百科全书和基因本体论富集分析表明,这些共同基因主要与细胞粘附、焦点粘附、蛋白丝氨酸激酶活性和肌萎缩性侧索硬化症的正调控有关。利用 Cytoscape 软件,确定了具有最高相互作用度的前 10 个基因,分别为 RPS3A、RPSA、RPL5、RPL37A、RPS27L、FLT3LG、ARL6IP1、RPL32、MRPL3 和 GSPT1。通过列线图和接收者操作特征曲线的评估,这些关键基因具有诊断价值。最终,本研究未发现关键基因与阑尾炎之间存在因果关系。然而,我们的研究结果表明,阑尾炎与 9 种肠道微生物群有关。本研究确定了 5 个关键基因,即 HSP90AA1、RPL5、MYC、CD44 和 RPS3A,它们对阑尾炎具有诊断意义。此外,阐明这些关键基因有助于提高我们对参与阑尾炎发生的分子途径的理解。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验