基于转录组谱的奥沙利铂在胃癌患者中的矛盾效应的计算机预测。

IF 2.1 Q3 CHEMISTRY, MEDICINAL
Research in Pharmaceutical Sciences Pub Date : 2025-08-25 eCollection Date: 2025-08-01 DOI:10.4103/RPS.RPS_148_24
Fatemeh Khara, Atefeh Heydari, Mahmood Fadaie, Anis Khalafiyan, Hossein Khanahmad
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引用次数: 0

摘要

背景和目的:胃癌(GC)是全球主要的健康问题,在最常诊断的癌症中排名第五。新的治疗策略如奥沙利铂(OXA)化学预防正在出现,但GC患者的安全性数据有限。这项计算机研究旨在通过计算分析预测OXA治疗对胃癌患者的潜在矛盾效应。实验方法:分析来自GSE26942、GSE66229和TCGA-STAD数据集的rna测序数据。利用GEO2R和DESeq2鉴定差异基因表达。构建了途径富集和蛋白相互作用网络,以确定对GC进展至关重要的基因。最后,R生存包鉴定了生存相关的差异表达基因(DEGs)。从CTD数据库中检索OXA和gc相关基因之间的相互作用,并与deg进行比较。发现/结果:在数据集中共鉴定出151个失调基因,其中包括112个下调基因和39个上调基因。13个基因被认为是总体生存的潜在预后生物标志物。OXA与97个基因互作,其中14个基因与OXA和GC中差异表达基因均有连锁。OXA可能逆转与GC进展相关的7个基因(BIRC5、CAV1、CDH2、IL6、JUN、SERPINB2、TYMS)的表达,同时促进其他6个基因(BLVRB、CDKN2A、MAPK3、PLAU、PTGS2、SERPINE1)的表达。值得注意的是,SERPINE1与总生存率有很强的相关性。结论和意义:我们的研究结果表明,患者的遗传谱,特别是SERPINE1表达水平,可能是决定OXA治疗GC的安全性和有效性的关键。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

<i>In silico</i> prediction of paradoxical effect for oxaliplatin in gastric cancer patients based on their transcriptomic profile.

<i>In silico</i> prediction of paradoxical effect for oxaliplatin in gastric cancer patients based on their transcriptomic profile.

<i>In silico</i> prediction of paradoxical effect for oxaliplatin in gastric cancer patients based on their transcriptomic profile.

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

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 in silico 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.

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来源期刊
Research in Pharmaceutical Sciences
Research in Pharmaceutical Sciences CHEMISTRY, MEDICINAL-
CiteScore
3.60
自引率
19.00%
发文量
50
审稿时长
34 weeks
期刊介绍: Research in Pharmaceutical Sciences (RPS) is included in Thomson Reuters ESCI Web of Science (searchable at WoS master journal list), indexed with PubMed and PubMed Central and abstracted in the Elsevier Bibliographic Databases. Databases include Scopus, EMBASE, EMCare, EMBiology and Elsevier BIOBASE. It is also indexed in several specialized databases including Scientific Information Database (SID), Google Scholar, Iran Medex, Magiran, Index Copernicus (IC) and Islamic World Science Citation Center (ISC).
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