首页|期刊导航|肿瘤预防与治疗|基于CT定量参数和肿瘤标志物的局部进展期胃癌新辅助免疫化疗病理反应的列线图预测模型研究

基于CT定量参数和肿瘤标志物的局部进展期胃癌新辅助免疫化疗病理反应的列线图预测模型研究OA

Development of a Nomogram Prediction Model for Pathological Response to Neoadjuvant Immunochemotherapy in Locally Advanced Gastric Canc-er Based on Quantitative CT Radiomics and Tumor Markers

中文摘要英文摘要

目的:探讨基于CT定量参数和肿瘤标志物的列线图预测局部进展期胃癌新辅助免疫化疗病理反应的价值.方法:选取 2022 年 1 月至 2025 年 6 月在我院治疗的局部进展期胃癌患者 276 例,所有患者接受新辅助免疫化疗,随访病理反应情况,比较病理学有效和无效患者的临床基础资料、CT检查参数、肿瘤标志物水平的差异,并进行多因素分析明确局部进展期胃癌新辅助免疫化疗病理反应的影响因素,引入影响因素构建列线图分析其预测病理反应的价值.结果:276 例局部进展期胃癌新辅助免疫化疗患者中,病理学有效患者 50.36%,病理学无效患者49.64%.病理学有效患者Borrmann分型Ⅰ~Ⅱ、T2 分期、N0 分期比例分别为 47.48%、23.02%和 21.58%,高于病理学无效患者(P<0.05).病理学有效患者肿瘤区标准化厚度、肿瘤区标准化CT值、糖类抗原 125、癌胚抗原(carcino-embryonic antigen,CEA)和糖类抗原 199 分别为 4.45(2.93,6.10)、0.65(0.38,0.92)、42.50(23.34,68.12)U/L、32.40(14.20,58.40)ng/mL和 62.34(28.34,98.45)U/L,低于病理学无效患者(P<0.05).Logistic回归分析显示:Borrmann分型、T分期、肿瘤区标准化厚度和CEA是病理学有效的影响因素(P<0.01),构建预测病理学有效的列线图模型的AUC为 0.890(95%CI:0.853~0.928),P<0.05,灵敏性和特异性分别为 85.60%和 79.60%,决策曲线显示:列线图模型阈值概率在 0.1~0.94 范围内,该模型有较好的临床决策价值.结论:基于CT定量参数和肿瘤标志物列线图预测局部进展期胃癌新辅助免疫化疗病理反应有较好的应用价值.

Objective:To explore the value of a nomogram incorporating CT radiomics and tumor markers in predicting pathological response to immunochemotherapy in locally advanced gastric cancer.Methods:A total of 276 patients with lo-cally advanced gastric cancer treated at our hospital between January 2022 and June 2025 were enrolled.All patients under-went neoadjuvant immunochemotherapy followed by pathological response assessment.Clinical baseline data,CT imaging pa-rameters,and tumor marker levels were compared between patients who achieved a pathological response and those who did not.Multivariable analysis was performed to identify factors influencing pathological response to neoadjuvant immunochemo-therapy in locally advanced gastric cancer.These factors were then incorporated into a nomogram for individualized prediction of pathological response.Results:Among 276 patients undergoing neoadjuvant immunochemotherapy for locally advanced gastric cancer,50.36%achieved a pathological response,while 49.64%did not.Among pathological responders,the pro-portions of patients with Borrmann type I~II,T2 stage,and N0 stage were 47.48%,23.02%,and 21.58%,respectively,which were significantly higher than those among non-responders(all P<0.05).In pathological responders,the standard-ized thickness of the tumor area,standardized CT value of the tumor area,and levels of carbohydrate antigen 125,carcino-embryonic antigen(CEA),and carbohydrate antigen 199 were 4.45(2.93,6.10),0.65(0.38,0.92),42.50(23.34,68.12)U/L,32.40(14.20,58.40)ng/mL,and 62.34(28.34,98.45)U/L,respectively.These values were signifi-cantly lower than those in pathological non-responders(P<0.05).Logistic regression analysis showed that Borrmann classi-fication,T stage,standardized thickness of the tumor area,and CEA level were independent factors significantly associated with pathological response(P<0.01).The nomogram achieved an AUC of 0.890(95%CI:0.853~0.928,P<0.05)for predicting pathological response,with a sensitivity of 85.6%and a specificity of 79.6%.Decision curve analysis demonstrated that the nomogram provided a positive net benefit across a threshold probability range of 0.1~0.94,indicating good clinical usefulness.Conclusion:The nomogram incorporating CT quantitative parameters and tumor markers serves as a valuable tool for predicting pathological response to neoadjuvant immunochemotherapy in patients with locally advanced gastric cancer.

郭宇;霍俊杰;杨晨涛;刘锋波;刘莎;李晓军;魏立杰;杨笑一

054000 河北 邢台,邢台市中心医院 医学影像中心054000 河北 邢台,邢台医学高等专科学校第二附属医院 肿瘤一科054000 河北 邢台,邢台医学院医疗技术系266111 山东 青岛,北京大学人民医院青岛医院 医学影像科054000 河北 邢台,邢台市中心医院 医学影像中心054000 河北 邢台,邢台市中心医院 医学影像中心054000 河北 邢台,邢台市中心医院 医学影像中心054000 河北 邢台,邢台市中心医院 医学影像中心

医药卫生

CT肿瘤标志物列线图模型局部进展期胃癌新辅助免疫化疗病理反应

CTTumor markersNomogramLocally advanced gastric cancerImmunochemotherapyPathological reaction

《肿瘤预防与治疗》 2026 (3)

190-197,8

邢台市重点研发计划(编号:2023ZC127) This study was supported by grants from Xingtai Sci-ence and Technology Bureau(No.2023ZC127).

10.3969/j.issn.1674-0904.2026.03.003

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