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基于凋亡相关基因的胃癌分子亚型揭示了不同的免疫微环境和肿瘤内微生物分布。

Molecular subtype of gastric cancer based on apoptosis-related genes reveals differential immune microenvironment and intratumoral microorganisms distribution.

作者信息

Yu Xuan, Shao Yongfu, Dong Haotian, Yan Jianing, Zhang Xinjun, Ye Guoliang

机构信息

Department of Gastroenterology, the First Affiliated Hospital of Ningbo University, Ningbo, 315020, China.

Health Science Center, Ningbo University, Ningbo, 315211, China.

出版信息

BMC Cancer. 2025 Jan 6;25(1):12. doi: 10.1186/s12885-024-13411-2.

Abstract

BACKGROUND

Gastric cancer (GC) is known for its high heterogeneity, presenting challenges in current clinical treatment strategies. Accurate subtyping and in-depth analysis of the molecular heterogeneity of GC at the molecular level are still not fully understood.

METHODS

This study categorized GC into two subtypes based on apoptosis-related genes (ARGs) and investigated differences in tumor immune microenvironment, intratumoral microorganisms distribution, gene expression, and signaling pathways. Key prognostic genes related to apoptosis in GC were identified through random survival forest analysis, and their specific signaling mechanisms were explored. Expression levels of key genes were validated through PCR in paired GC tissues and cancer cell lines. Moreover, biological functions of these key genes were verified in vitro experiments.

RESULTS

A consistent clustering of GC was conducted using 161 apoptosis-related genes (ARGs), resulting in the identification of two subtypes, C1 and C2. Subsequently, significant differences were found in the tumor immune microenvironment, intratumoral microorganisms, gene expression, signaling pathways, and protein interaction networks between the two subtypes. GPX3, PLAT, and CAV1 were identified as key prognostic genes related to apoptosis in GC, with a focus on their impact on disease progression-related pathways. Furthermore, PCR assays validated that these three key genes exhibited significantly low expression levels in both GC cell lines and tissues. Finally, knocking down key genes expression significantly promoted cell proliferation, colony formation and invasion of GC.

CONCLUSIONS

Our study conducted a comprehensive analysis of the molecular characteristics of ARGs in GC, revealed their association with the tumor immune microenvironment and intratumoral microorganisms. These findings provide new ideas for the molecular classification of GC.

摘要

背景

胃癌(GC)以其高度异质性而闻名,这给当前的临床治疗策略带来了挑战。在分子水平上对GC的分子异质性进行准确亚型分类和深入分析仍未完全明确。

方法

本研究基于凋亡相关基因(ARG)将GC分为两个亚型,并研究肿瘤免疫微环境、瘤内微生物分布、基因表达和信号通路的差异。通过随机生存森林分析确定GC中与凋亡相关的关键预后基因,并探索其具体信号机制。通过PCR在配对的GC组织和癌细胞系中验证关键基因的表达水平。此外,在体外实验中验证这些关键基因的生物学功能。

结果

使用161个凋亡相关基因(ARG)对GC进行了一致的聚类分析,确定了两个亚型,即C1和C2。随后,发现这两个亚型在肿瘤免疫微环境、瘤内微生物、基因表达、信号通路和蛋白质相互作用网络方面存在显著差异。GPX3、PLAT和CAV1被确定为GC中与凋亡相关的关键预后基因,重点关注它们对疾病进展相关通路的影响。此外,PCR检测验证这三个关键基因在GC细胞系和组织中均表现出显著低表达水平。最后,敲低关键基因的表达显著促进了GC细胞的增殖、集落形成和侵袭。

结论

我们的研究对GC中ARG的分子特征进行了全面分析,揭示了它们与肿瘤免疫微环境和瘤内微生物的关联。这些发现为GC的分子分类提供了新思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6724/11702164/5a4af85206c0/12885_2024_13411_Fig1_HTML.jpg

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