Development and validation of a preoperative CT-based risk scoring system for predicting recurrence-free survival in patients undergoing curative surgery for gastric cancer

医学 病态的 肌萎缩 比例危险模型 多元分析 试验预测值 癌症 推导 弗雷明翰风险评分 回顾性队列研究 术前护理 外科 放射科 内科学 疾病 动脉
作者
Zhengqi Zhu,Haipeng Gong,Jianan Gu,Yongfeng Dai,Chunyan Yang,Mimi Mao,Anyi Song,Feng Feng
出处
期刊:European Journal of Radiology [Elsevier]
卷期号:171: 111303-111303 被引量:4
标识
DOI:10.1016/j.ejrad.2024.111303
摘要

Purpose The objective of this study was to establish and validate a preoperative risk scoring system that incorporated both clinical and computed tomography(CT) variables to predict recurrence-free survival (RFS) in gastric cancer(GC) patients who underwent curative resection. Method We retrospectively included consecutive patients with surgically confirmed GC who underwent preoperative CT scans between October 2017 and January 2022. Multivariate Cox regression analysis was employed in the derivation set to identify clinical and CT variables associated with RFS and to construct a risk score. This risk score was subsequently validated in an independent test set. Results A total of 346 patients were included in the study, with 213 in the derivation set and 133 in the test set. Five variables, namely ctEMVI, ctBorrmann, visceral obesity, sarcopenia, and NLR, were independently associated with RFS. In the test set, the preoperative risk score exhibited a c-index of 0.741, which outperformed the predictive accuracy of pathological tumor staging (c-index of 0.673, p = 0.021) at various time points. The preoperative risk score effectively stratified patients into low and high-risk groups. Conclusion The developed preoperative risk scoring system demonstrated the ability to predict RFS following curative resection in GC patients.
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