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CT-Based Radiomic Score: A Risk Stratifier in Far-Advanced Gastric Cancer Patients

医学 内科学 置信区间 围手术期 肿瘤科 队列 危险系数 回顾性队列研究 癌症 转移 外科
作者
Li Wang,Lan Zhu,Jun Yan,Wenxing Qin,Chun Wang,Wenqi Xi,Zhihan Xu,Yong Chen,Jiang Jiang,Shixing Huang,Chao Yan,Huan Zhang,Zilai Pan,Jun Zhang
出处
期刊:Academic Radiology [Elsevier]
卷期号:30: S220-S229 被引量:6
标识
DOI:10.1016/j.acra.2022.12.034
摘要

To prolong the survival, the value of a computed tomography-based radiomic score (RS) in stratifying survival and guiding personalized chemotherapy strategies in far-advanced gastric cancer (FGC) was investigated.This retrospective multicenter study enrolled 283 FGC patients (cT4a/bNxM0-1) from three centers. Patients from one center were randomly divided into the training (n = 166) and internal validation (n = 83) cohorts, whereas the external validation cohort (n = 34) consisted of patients from the two other centers. The RS was calculated for each patient to predict progression-free survival (PFS). Features from the primary tumor and main metastasis (peritoneum, liver, and lymph node) were integrated in the training cohort and then validated for its ability to stratify PFS and overall survival (OS) in the validation cohort. The association between the RS and efficacy of neoadjuvant intraperitoneal and systemic (NIPS) therapy was also explored.The RS demonstrated a favorable prognostic ability to predict PFS in all cohorts (training: C-index 0.83, 95% confidence interval [CI]: 0.788-0.872; internal validation: C-index 0.75, 95% CI: 0.682-0.818; external validation: C-index 0.76, 95% CI: 0.669-0.851; all p < 0.05), as well as an excellent ability to stratify the PFS and OS in both the whole population and metastatic subgroups (p < 0.05). Patients with a low score were more likely to undergo surgery after perioperative chemotherapy (p < 0.05). Furthermore, only high-scoring patients with peritoneal metastasis benefited from NIPS.The RS may be an effective risk stratifier for the outcomes of FGC patients and may be used to select patients who can benefit from NIPS therapy.
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