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血清外泌体微小RNA与血清学生物标志物在胃癌淋巴结转移中的相关性及预测模型

Correlation and predictive modeling of serum exosomal miRNAs and serological biomarkers for lymph node metastasis in gastric cancer.

作者信息

Li Quandong, Nie Fang, Huang Dezhi, Lin Yongping, Wan Junjie

机构信息

National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Shenzhen 518116, China.

Chengdu Second People's Hospital Chengdu 610017, Sichuan, China.

出版信息

Am J Cancer Res. 2025 Jun 15;15(6):2579-2594. doi: 10.62347/AOJE4206. eCollection 2025.

Abstract

OBJECTIVE

To evaluate the predictive potential of serum exosomal microRNAs (miRNAs) and traditional serological biomarkers for lymph node metastasis in gastric cancer and to assess their applicability in clinical practice.

METHODS

This retrospective study included 845 gastric cancer patients treated between January 2020 and December 2023, as the training cohort. Patients were stratified into lymph node-positive (n = 231) and lymph node-negative (n = 614) groups based on postoperative pathological evaluation. Serum exosomal miRNAs and conventional serological biomarkers were quantified and compared between groups. Multivariate logistic regression analysis was conducted to identify independent predictors. Model performance was validated using an independent test cohort comprising 277 patients (74 lymph node-positive, 203 lymph node-negative).

RESULTS

Patients with lymph node metastasis exhibited significantly elevated expression of miR-21, miR-20a, miR-27a, and miR-106a. Serological markers that were significantly higher in the lymph node positive group included carbohydrate antigen 724, carcinoembryonic antigen, hepatocyte growth factor, vascular endothelial growth factor, interleukin-6, and circulating cell-free DNA (all P < 0.05). A combined predictive model integrating both miRNA and serological data demonstrated strong diagnostic performance, with an area under the curve of 0.816 in the training cohort and 0.817 in the validation cohort.

CONCLUSION

Serum exosomal miRNAs and serological biomarkers are significantly associated with lymph node metastasis in gastric cancer.

摘要

目的

评估血清外泌体微小RNA(miRNA)和传统血清学生物标志物对胃癌淋巴结转移的预测潜力,并评估它们在临床实践中的适用性。

方法

这项回顾性研究纳入了2020年1月至2023年12月期间接受治疗的845例胃癌患者作为训练队列。根据术后病理评估将患者分为淋巴结阳性组(n = 231)和淋巴结阴性组(n = 614)。对血清外泌体miRNA和传统血清学生物标志物进行定量并在组间进行比较。进行多变量逻辑回归分析以确定独立预测因子。使用包含277例患者(74例淋巴结阳性,203例淋巴结阴性)的独立测试队列验证模型性能。

结果

发生淋巴结转移的患者中miR-21、miR-20a、miR-27a和miR-106a的表达显著升高。淋巴结阳性组中显著更高的血清学标志物包括糖类抗原724、癌胚抗原、肝细胞生长因子、血管内皮生长因子、白细胞介素-6和循环游离DNA(均P < 0.05)。整合miRNA和血清学数据的联合预测模型显示出强大的诊断性能,训练队列中的曲线下面积为0.816,验证队列中的曲线下面积为0.817。

结论

血清外泌体miRNA和血清学生物标志物与胃癌淋巴结转移显著相关。

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