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基于叶酸受体阳性循环肿瘤细胞的新模型用于胃肠道恶性肿瘤腹膜转移的术前预测:中国的一项回顾性研究

A New Model Based on Folate Receptor-Positive Circulating Tumor Cells for the Preoperative Prediction of Peritoneal Metastasis in Gastrointestinal Malignancies: A Retrospective Study in China.

作者信息

Li Dan, Liu Can, Hu Renwang

机构信息

Department of Gastrointestinal Surgery, Henan Provincial People's Hospital, Zhengzhou, China.

Department of Gastrointestinal Surgery, Zhengzhou University People's Hospital, Zhengzhou, China.

出版信息

Gut Liver. 2025 Jul 15;19(4):536-547. doi: 10.5009/gnl240462. Epub 2025 Mar 5.

Abstract

BACKGROUND/AIMS: To construct a new model based on folate receptor-positive circulating tumor cells (FR-CTC) for the preoperative prediction of peritoneal metastasis in gastrointestinal malignancies and to apply this model in clinical practice.

METHODS

Patients with gastrointestinal malignancies who had undergone preoperative FR-CTC counts were retrospectively collected. Risk factors for peritoneal metastasis in patients with gastrointestinal malignancies were identified using a logistic regression model. The "pROC" package in R software was employed to plot the receiver operating characteristic curve for predicting peritoneal metastasis in these patients based on identified risk factors. Spearman correlation analysis was performed to assess the relationship between FR-CTC counts and risk factors.

RESULTS

A total of 396 patients meeting the inclusion criteria were finally included in the study. The number of FR-CTC, albumin level, total protein level, and cancer antigen 125 (CA-125) level were identified as risk factors affecting peritoneal metastasis in gastrointestinal malignancies. The number of FR-CTC was significantly negatively correlated with albumin (R=-0.21, p<0.001), and total protein levels (R=-0.10, p=0.047), and a positively correlated with CA-125 level (R=0.15, p=0.004). The number of FR-CTCs was significantly higher in patients with peritoneal metastasis, lymph node metastasis, vascular invasion, neural invasion, and in those with stage T3-4 and III-IV gastrointestinal malignancies (p<0.05 for all). The model demonstrated stable predictive capacity, as validated through 10-fold cross-validation.

CONCLUSIONS

FR-CTCs can serve as a novel biomarker for gastrointestinal malignancies. A new model based on FR-CTCs demonstrated strong predictive capabilities for the preoperative assessment of peritoneal metastasis in gastrointestinal cancers.

摘要

背景/目的:构建一种基于叶酸受体阳性循环肿瘤细胞(FR-CTC)的新模型,用于术前预测胃肠道恶性肿瘤的腹膜转移,并将该模型应用于临床实践。

方法

回顾性收集接受术前FR-CTC计数的胃肠道恶性肿瘤患者。使用逻辑回归模型确定胃肠道恶性肿瘤患者腹膜转移的危险因素。运用R软件中的“pROC”包,根据确定的危险因素绘制预测这些患者腹膜转移的受试者工作特征曲线。进行Spearman相关性分析,以评估FR-CTC计数与危险因素之间的关系。

结果

最终共有396例符合纳入标准的患者纳入研究。FR-CTC数量、白蛋白水平、总蛋白水平和癌抗原125(CA-125)水平被确定为影响胃肠道恶性肿瘤腹膜转移的危险因素。FR-CTC数量与白蛋白(R=-0.21,p<0.001)、总蛋白水平(R=-0.10,p=0.047)呈显著负相关,与CA-125水平呈正相关(R=0.15,p=0.004)。腹膜转移、淋巴结转移、血管侵犯、神经侵犯患者以及T3-4期和III-IV期胃肠道恶性肿瘤患者的FR-CTC数量显著更高(所有p<0.05)。通过10倍交叉验证,该模型显示出稳定的预测能力。

结论

FR-CTC可作为胃肠道恶性肿瘤的一种新型生物标志物。基于FR-CTC的新模型在术前评估胃肠道癌症腹膜转移方面具有强大的预测能力。

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