预测散发早发性结直肠癌根治术后复发转移风险的列线图模型构建及验证OA
Establishment and validation of a nomogram to predict recurrence and metastasis of sporadic early-onset colorectal cancer after curative resection
目的 探究散发早发性结直肠癌(EOCRC)根治切除术后复发转移的危险因素,构建并验证预测散发EOCRC术后复发转移风险的列线图模型.方法 采用回顾性队列研究方法,收集2017年1月至2023年12月宁波市医疗中心李惠利医院收治的199例散发EOCRC患者的临床病理及生存随访资料,主要观察终点为无复发生存期(RFS).采用单因素和多因素Cox回归分析筛选散发EOCRC术后复发转移的独立影响因素,构建预测模型并绘制列线图.通过AUC、一致性指数(C-index)、时间依赖性ROC曲线、校准曲线、决策曲线评价模型区分度,校准度、临床净获益等效能,并与第8版美国癌症联合委员会(AJCC)的TNM分期系统比较;基于最佳截断值进行风险分层,绘制Kaplan-Meier生存曲线验证分层效能.结果 本研究患者总体复发转移率25.1%(50/199例),中位复发时间13(9.25,21.75)个月.多因素Cox回归分析显示:年龄为术后复发转移的独立保护因素,T分期、神经侵犯为独立危险因素(均P<0.05).列线图模型C-index为0.740(95%CI:0.670~0.810),预测 1、3、5年RFS的AUC分别为0.769、0.816、0.812,校准度及临床净获益良好;其区分度、净获益及风险分层能力均明显优于第8版AJCC的TNM分期系统(C-index=0.664),生存曲线分离度更优.结论 年龄、T分期、神经侵犯是散发EOCRC术后复发转移的独立影响因素;基于上述指标构建的列线图模型预测性能优于传统TNM分期,具有良好的临床应用价值,可为个体化诊疗提供参考.
Objective To investigate the risk factors for recurrence and metastasis after radical resection of sporadic early-onset colorectal cancer(EOCRC),and to construct and validate a nomogram model for predicting the risk of postoperative recurrence and metastasis in sporadic EOCRC.Methods A retrospective cohort study was conducted.Clinicopathological and survival follow-up data of 199 patients with sporadic EOCRC admitted to Ningbo Medical Center Lihuili Hospital from January 2017 to December 2023 were collected.The primary endpoint was recurrence-free survival(RFS).Univariate and multivariate Cox regression analyses were used to screen independent influencing factors for postoperative recurrence and metastasis in sporadic EOCRC,and a prediction model was established and presented as a nomogram.The model's discrimination,calibration,and clinical net benefit were evaluated by AUC,C-index,time-dependent ROC curves,calibration curves,and decision curve analysis,and compared with the 8th edition of the American Joint Committee on Cancer(AJCC)TNM staging system.Risk stratification was performed based on the optimal cutoff value,and Kaplan-Meier survival curves were plotted to verify the stratification efficiency.Results The overall recurrence and metastasis rate was 25.1%(50/199 cases),with a median recurrence time of 13(9.25,21.75)months.Multivariate Cox regression analysis showed that age was an independent protective factor for postoperative recurrence and metastasis,while T stage and perineural invasion were independent risk factors(all P<0.05).The C-index of the nomogram model was 0.740(95%CI:0.670-0.810).The AUCs for predicting 1-,3-,and 5-year RFS were 0.769,0.816,and 0.812,respectively,with favorable calibration and clinical net benefit.Its discrimination,net benefit,and risk stratification ability were significantly better than those of the 8th edition AJCC TNM staging system(C-index=0.664),and the separation of survival curves was superior.Conclusion Age,T stage,and perineural invasion are independent influencing factors for postoperative recurrence and metastasis in sporadic EOCRC.The nomogram model constructed based on the above indicators shows better predictive performance than the traditional TNM staging system and has favorable clinical application value,which can provide a reference for individualized diagnosis and treatment.
李琪;俞明明;崔巍
315041 宁波市医疗中心李惠利医院结直肠外科宁波大学附属人民医院医学影像和核医学科315041 宁波市医疗中心李惠利医院结直肠外科
散发早发性结直肠癌复发转移列线图
SporadicEarly-onsetColorectal cancerRecurrenceNomogram
《浙江医学》 2026 (10)
1031-1037,1043,8
浙江省医药卫生科技计划项目(2023KY1027)浙江省抗癌协会-齐鲁肿瘤防治临床研究专项基金项目(KY2022HX001)宁波市医学重点学科资助(2022-F01)
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