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基于转录组学特征预测胃癌患者对奥沙利铂的矛盾效应

prediction of paradoxical effect for oxaliplatin in gastric cancer patients based on their transcriptomic profile.

作者信息

Khara Fatemeh, Heydari Atefeh, Fadaie Mahmood, Khalafiyan Anis, Khanahmad Hossein

机构信息

Department of Biology, Faculty of Sciences, Shahid Chamran University of Ahvaz, Ahvaz, Iran.

Department of Medical Genetics, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.

出版信息

Res Pharm Sci. 2025 Aug 25;20(4):511-523. doi: 10.4103/RPS.RPS_148_24. eCollection 2025 Aug.

Abstract

BACKGROUND AND PURPOSE

Gastric cancer (GC) is a major global health concern, ranking as the fifth most commonly diagnosed cancer. New treatment strategies like chemoprevention with oxaliplatin (OXA) are emerging, but safety data for GC patients are limited. This study aimed to predict potential paradoxical effects of OXA treatment in GC patients using computational analysis.

EXPERIMENTAL APPROACH

RNA-sequencing data from GSE26942, GSE66229, and TCGA-STAD datasets were analyzed. Differential gene expression was identified using GEO2R and DESeq2. Pathway enrichment and protein-protein interaction networks were constructed to pinpoint genes crucial for GC progression. Finally, the R Survival package identified survival-related differentially expressed genes (DEGs). Interactions between OXA and GC-related genes were retrieved from the CTD database and compared with DEGs.

FINDINGS/RESULTS: A total of 151 dysregulated genes were identified across the datasets, comprising 112 downregulated and 39 upregulated genes. Thirteen genes emerged as potential prognostic biomarkers for overall survival. OXA interacted with 97 genes, of which 14 were linked to both OXA and differentially expressed genes in GC. OXA potentially reversed the expression of seven genes associated with GC progression (BIRC5, CAV1, CDH2, IL6, JUN, SERPINB2, TYMS), while promoting the expression of six others (BLVRB, CDKN2A, MAPK3, PLAU, PTGS2, SERPINE1). Notably, SERPINE1 showed a strong correlation with overall survival.

CONCLUSION AND IMPLICATIONS

Our findings suggest that a patient's genetic profile, particularly SERPINE1 expression levels, might be crucial for determining the safety and efficacy of OXA treatment for GC.

摘要

背景与目的

胃癌(GC)是全球主要的健康问题,是第五大最常被诊断出的癌症。像用奥沙利铂(OXA)进行化学预防这样的新治疗策略正在兴起,但针对GC患者的安全性数据有限。本研究旨在通过计算分析预测OXA治疗对GC患者潜在的矛盾效应。

实验方法

分析了来自GSE26942、GSE66229和TCGA - STAD数据集的RNA测序数据。使用GEO2R和DESeq2鉴定差异基因表达。构建通路富集和蛋白质 - 蛋白质相互作用网络以确定对GC进展至关重要的基因。最后,R生存软件包鉴定了与生存相关的差异表达基因(DEG)。从CTD数据库中检索OXA与GC相关基因之间的相互作用,并与DEG进行比较。

研究结果

在各数据集中共鉴定出151个失调基因,包括112个下调基因和39个上调基因。13个基因成为总生存的潜在预后生物标志物。OXA与97个基因相互作用,其中14个基因与GC中的OXA和差异表达基因均相关。OXA可能逆转了7个与GC进展相关基因(BIRC5、CAV1、CDH2、IL6、JUN、SERPINB2、TYMS)的表达,同时促进了另外6个基因(BLVRB、CDKN2A、MAPK3、PLAU、PTGS2、SERPINE1)的表达。值得注意的是,SERPINE1与总生存显示出强烈相关性。

结论与启示

我们的研究结果表明,患者的基因谱,特别是SERPINE1表达水平,可能对确定OXA治疗GC的安全性和疗效至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c8a/12419565/a9637bae4472/RPS-20-511-g001.jpg

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