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多个数据集用于探索胃癌淋巴结转移的关键分子和机制。

Multiple data sets to explore the key molecules and mechanism of lymph node metastasis in gastric cancer.

作者信息

Zheng Yijun, Zhang Yawu, Wang Zheyuan, Guo Xiaohu, Zhang Lingyi, Zhang Youcheng

机构信息

Lanzhou University Second Clinical Medical School, Lanzhou, 730030, China.

Lanzhou University Second Hospital Department of General Surgery, Lanzhou, 730030, China.

出版信息

Discov Oncol. 2025 Apr 24;16(1):606. doi: 10.1007/s12672-025-02360-2.

Abstract

OBJECTIVE

To explore the key molecules and regulatory mechanisms of lymph node metastasis in gastric cancer.

METHODS

The differential genes and key genes of lymph node metastasis in gastric cancer were analyzed by utilizing multiple data sets. The key genes were analyzed by GSEA analysis, transcription factor analysis, nomogram prediction model construction, immune infiltration analysis, GSVA analysis, drug sensitive analysis and single cell data analysis.

RESULTS

Abnormal expression of key genes including CDRT15P1, DENND3, F2R, FNDC3B, IRAK3, MS4A2, PDK4, PKIA and activation of related signaling pathways might be the result of ultraviolet radiation-induced DNA damage, which was closely related to lymph node metastasis in gastric cancer. The key genes were regulated by a variety of transcription factors, which were strongly connected with the invasion of immune cells and the sensitivity of a variety of drugs. The nomogram prediction model, which is based on the key genes associated with lymph node metastasis and the TNM of gastric cancer, demonstrated a high level of predictive efficiency.

CONCLUSION

CDRT15P1, DENND3, F2R, FNDC3B, IRAK3, MS4A2, PDK4 and PKIA may be the key genes affecting lymph node metastasis in gastric cancer, and F2R has higher biological importance.

摘要

目的

探讨胃癌淋巴结转移的关键分子及调控机制。

方法

利用多个数据集分析胃癌淋巴结转移的差异基因和关键基因。通过基因集富集分析(GSEA)、转录因子分析、列线图预测模型构建、免疫浸润分析、基因集变异分析(GSVA)、药物敏感性分析和单细胞数据分析对关键基因进行分析。

结果

包括CDRT15P1、DENND3、F2R、FNDC3B、IRAK3、MS4A2、PDK4、PKIA等关键基因的异常表达以及相关信号通路的激活可能是紫外线辐射诱导DNA损伤的结果,这与胃癌淋巴结转移密切相关。关键基因受多种转录因子调控,这些转录因子与免疫细胞的浸润及多种药物的敏感性密切相关。基于与胃癌淋巴结转移相关的关键基因及TNM分期构建的列线图预测模型显示出较高的预测效率。

结论

CDRT15P1、DENND3、F2R、FNDC3B、IRAK3、MS4A2、PDK4和PKIA可能是影响胃癌淋巴结转移的关键基因,且F2R具有更高的生物学重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c86/12021760/7edc2b9fc391/12672_2025_2360_Fig1_HTML.jpg

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