The Prognostic Significance of Vesicle-Mediated Transport-Related Genes as Risk Markers in Gastric Cancer

IF 2.8 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yunjie Wan, Ganshu Xia, Shoumiao Li, Wei Zhang, Yanxin Gong, Xiaolong Liang, Zhiqiang Liu, Baozhong Li
{"title":"The Prognostic Significance of Vesicle-Mediated Transport-Related Genes as Risk Markers in Gastric Cancer","authors":"Yunjie Wan,&nbsp;Ganshu Xia,&nbsp;Shoumiao Li,&nbsp;Wei Zhang,&nbsp;Yanxin Gong,&nbsp;Xiaolong Liang,&nbsp;Zhiqiang Liu,&nbsp;Baozhong Li","doi":"10.1002/jbt.70508","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Vesicle-mediated transport plays a role in intercellular communication in tumor microenvironment, affecting tumor development and prognosis. This study attempted to establish risk markers for gastric cancer (GC) based on vesicle-mediated transport-related genes, providing a new perspective for evaluating immunotherapeutic response and prognosis in GC patients. We used TCGA-STAD data set for training set and performed differential analysis and Cox regression analysis to establish a vesicle-mediated transport-related GC prognostic risk model to predict survival rate of GC patients. GC prognostic model was verified through TCGA-STAD and GSE84426 datasets. ROC curve presented that GC prognostic model had reliable prediction results, and the Kaplan-Meier survival curve presented that high-risk (HR) GC patients had unfavorable prognoses. The Cox regression analysis results reported that GC prognostic model had independent predictive ability for prognosis. Clinical feature analysis revealed that the majority of HR group patients were male and under 60 years old, with a high degree of malignancy. Using GC prognostic risk scores and clinical factors, we constructed a nomogram. Calibration, ROC, and DCA curves presented that nomogram had excellent predictive ability for patient prognosis. Immune infiltration analysis showed that HR GC patients had a lower overall proportion of immune cell infiltration and poorer immune function. Prediction of immunotherapeutic response showed that low-risk (LR) GC patients may be prone to benefit from immunotherapy. In conclusion, GC prognostic risk model had potential to forecast prognosis and immunotherapeutic efficacy of GC patients.</p></div>","PeriodicalId":15151,"journal":{"name":"Journal of Biochemical and Molecular Toxicology","volume":"39 9","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biochemical and Molecular Toxicology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jbt.70508","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Vesicle-mediated transport plays a role in intercellular communication in tumor microenvironment, affecting tumor development and prognosis. This study attempted to establish risk markers for gastric cancer (GC) based on vesicle-mediated transport-related genes, providing a new perspective for evaluating immunotherapeutic response and prognosis in GC patients. We used TCGA-STAD data set for training set and performed differential analysis and Cox regression analysis to establish a vesicle-mediated transport-related GC prognostic risk model to predict survival rate of GC patients. GC prognostic model was verified through TCGA-STAD and GSE84426 datasets. ROC curve presented that GC prognostic model had reliable prediction results, and the Kaplan-Meier survival curve presented that high-risk (HR) GC patients had unfavorable prognoses. The Cox regression analysis results reported that GC prognostic model had independent predictive ability for prognosis. Clinical feature analysis revealed that the majority of HR group patients were male and under 60 years old, with a high degree of malignancy. Using GC prognostic risk scores and clinical factors, we constructed a nomogram. Calibration, ROC, and DCA curves presented that nomogram had excellent predictive ability for patient prognosis. Immune infiltration analysis showed that HR GC patients had a lower overall proportion of immune cell infiltration and poorer immune function. Prediction of immunotherapeutic response showed that low-risk (LR) GC patients may be prone to benefit from immunotherapy. In conclusion, GC prognostic risk model had potential to forecast prognosis and immunotherapeutic efficacy of GC patients.

Abstract Image

囊泡介导的转运相关基因在胃癌中的预后意义
囊泡转运在肿瘤微环境中参与细胞间通讯,影响肿瘤的发展和预后。本研究试图建立基于囊泡介导转运相关基因的胃癌(GC)危险标志物,为胃癌患者免疫治疗反应及预后评估提供新的视角。我们使用TCGA-STAD数据集作为训练集,并进行差异分析和Cox回归分析,建立囊泡介导转运相关的胃癌预后风险模型,预测胃癌患者的生存率。通过TCGA-STAD和GSE84426数据集对GC预后模型进行验证。ROC曲线提示GC预后模型预测结果可靠,Kaplan-Meier生存曲线提示高危(HR) GC患者预后不良。Cox回归分析结果显示,GC预后模型对预后具有独立的预测能力。临床特征分析显示,HR组患者多为男性,年龄在60岁以下,恶性程度高。使用GC预后风险评分和临床因素,我们构建了一个nomogram。校正曲线、ROC曲线和DCA曲线显示nomogram对患者预后有较好的预测能力。免疫浸润分析显示,HR - GC患者整体免疫细胞浸润比例较低,免疫功能较差。免疫治疗反应的预测表明,低风险(LR) GC患者可能倾向于从免疫治疗中获益。结论胃癌预后风险模型具有预测胃癌患者预后和免疫治疗效果的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
5.80
自引率
2.80%
发文量
277
审稿时长
6-12 weeks
期刊介绍: The Journal of Biochemical and Molecular Toxicology is an international journal that contains original research papers, rapid communications, mini-reviews, and book reviews, all focusing on the molecular mechanisms of action and detoxication of exogenous and endogenous chemicals and toxic agents. The scope includes effects on the organism at all stages of development, on organ systems, tissues, and cells as well as on enzymes, receptors, hormones, and genes. The biochemical and molecular aspects of uptake, transport, storage, excretion, lactivation and detoxication of drugs, agricultural, industrial and environmental chemicals, natural products and food additives are all subjects suitable for publication. Of particular interest are aspects of molecular biology related to biochemical toxicology. These include studies of the expression of genes related to detoxication and activation enzymes, toxicants with modes of action involving effects on nucleic acids, gene expression and protein synthesis, and the toxicity of products derived from biotechnology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信