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光谱CT定量参数在局部进展期直肠癌术后风险分层中的价值

杜蕾 叶蓬春 张宏钰 冯安琪 孟东花 郑孙易 崔效楠 王晶

国际医学放射学杂志2026,Vol.49Issue(5):519-526,8.
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国际医学放射学杂志2026,Vol.49Issue(5):519-526,8.DOI:10.19300/j.2026.L22900

光谱CT定量参数在局部进展期直肠癌术后风险分层中的价值

Value of spectral CT quantitative parameters in postoperative risk stratification of locally advanced rectal cancer

杜蕾 1叶蓬春 2张宏钰 2冯安琪 3孟东花 2郑孙易 2崔效楠 2王晶3

作者信息

  • 1. 天津医科大学肿瘤医院,国家恶性肿瘤临床医学研究中心,天津市恶性肿瘤临床医学研究中心,药物成药性评价与系统转化全国重点实验室,天津市消化系统肿瘤重点实验室,天津市肿瘤防治重点实验室,天津 300060
  • 2. 天津医科大学肿瘤医院放射科,国家恶性肿瘤临床医学研究中心,天津市恶性肿瘤临床医学研究中心,药物成药性评价与系统转化全国重点实验室,天津市消化系统肿瘤重点实验室,天津市肿瘤防治重点实验室,医学影像计算与通用人工智能实验室
  • 3. 天津中医药大学公共卫生与健康科学学院
  • 折叠

摘要

Abstract

Objective To investigate the value of spectral CT parameters combined with clinicopathological characteristics for predicting postoperative disease-free survival(DFS)risk in patients with locally advanced rectal cancer(LARC).Methods This retrospective study included 198 patients with LARC who underwent preoperative spectral CT examination followed by radical surgery.Patients were randomly divided into the training cohort(n=138)and validation cohort(n=60)at a ratio of 7∶3.Venous-phase normalized iodine concentration(NICVP)and delayed-phase normalized iodine concentration(NICDP)were measured using the maximum cross-sectional region-of-interest(ROI)method and the whole-tumor ROI method.Interobserver agreement and the predictive performance of imaging models derived from the two ROI methods were compared.Cox regression analyses were subsequently performed using parameters obtained with the selected method,and clinical,imaging,and imaging-clinical combined models were developed.Model performance was evaluated using the area under the receiver operating characteristic curve(AUC)and DeLong test.The best-performing model was further used for risk stratification and nomogram construction.Results The interobserver ICCs for NICVP and NICDP measured using the whole-tumor ROI method were 0.95 and 0.82,respectively,higher than those obtained using the maximum cross-sectional ROI method(0.79 and 0.69,respectively).The corresponding imaging model also achieved a higher AUC(0.83 vs.0.75,P<0.05).Univariate Cox regression showed that histologic differentiation,T stage,N stage,lymphovascular invasion,perineural invasion,NICVP,and NICDP were significantly associated with DFS.Multivariable Cox regression analysis further identified histological low differentiation,lymphovascular invasion,perineural invasion,and NICVP as independent prognostic factors(P<0.05).The imaging-clinical combined model demonstrated superior predictive performance compared with the clinical model in both the training and validation cohorts(AUCs:0.92 vs.0.87,0.84 vs.0.75,respectively).After risk stratification based on the combined-model risk score,DFS differed significantly between the high-and low-risk groups(P<0.001).A nomogram based on this model enabled individualized prediction of 2-year DFS,with a C-index of 0.844.Conclusions The whole-tumor ROI method demonstrated higher interobserver agreement.Spectral CT quantitative parameters combined with clinicopathological characteristics can improve predictive performance in patients with LARC and may provide a reference for postoperative risk stratification.

关键词

光谱CT/体层摄影术,X线计算机/直肠癌/风险分层/列线图

Key words

Spectral CT/Tomography,X-ray computed/Rectal cancer/Risk stratification/Nomogram

分类

医药卫生

引用本文复制引用

杜蕾,叶蓬春,张宏钰,冯安琪,孟东花,郑孙易,崔效楠,王晶..光谱CT定量参数在局部进展期直肠癌术后风险分层中的价值[J].国际医学放射学杂志,2026,49(5):519-526,8.

基金项目

天津市医学重点学科建设资助项目(TJYXZDXK-3-003A) (TJYXZDXK-3-003A)

天津医科大学医院管理创新研究项目(2025YG13) (2025YG13)

国际医学放射学杂志

1674-1897

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