Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
State Key Laboratory of Esophageal Cancer Prevention and Treatment and Henan Key, Zhengzhou University, Zhengzhou, China.
BMC Gastroenterol. 2023 May 23;23(1):178. doi: 10.1186/s12876-023-02818-z.
This study aims to construct and validate a competing risk nomogram model to predict 1-year, 3-year, and 5-year cancer-specific survival (CSS) for patients with esophageal signet-ring-cell carcinoma.
Patients diagnosed with esophageal signet-ring-cell carcinoma (ESRCC) between 2010 and 2015 were abstracted from the Surveillance, Epidemiology, and End Results (SEER) database. We performed the competing risk model to select significant variables to build a competing risk nomogram, which was used to estimate 1-year, 3-year, and 5-year CSS probability. The C-index, receiver operating characteristic (ROC) curve, calibration plot, Brier score, and decision curve analysis were performed in the internal validation.
A total of 564 patients with esophageal signet-ring-cell carcinoma fulfilled the eligibility criteria. The competing risk nomogram identified 4 prognostic variables, involving the gender, lung metastases, liver metastases, and receiving surgery. The C indexes of nomogram were 0.61, 0.75, and 0.70, respectively for 5-year, 3-year, and 1-year CSS prediction. The calibration plots displayed high consistency. The Brier scores and decision curve analysis respectively favored good prediction ability and clinical utility of the nomogram.
A competing risk nomogram for esophageal signet-ring-cell carcinoma was successfully constructed and internally validated. This model is expected to predict 1-year, 3-year, and 5-year CSS, and help oncologists and pathologists in clinical decision making and health care management for esophageal signet-ring-cell carcinoma patients.
本研究旨在构建并验证一个竞争风险列线图模型,以预测食管印戒细胞癌患者的 1 年、3 年和 5 年癌症特异性生存(CSS)。
从监测、流行病学和最终结果(SEER)数据库中提取 2010 年至 2015 年间诊断为食管印戒细胞癌(ESRCC)的患者。我们进行竞争风险模型以选择显著变量来构建竞争风险列线图,用于估计 1 年、3 年和 5 年 CSS 概率。内部验证中进行了 C 指数、接受者操作特征(ROC)曲线、校准图、Brier 评分和决策曲线分析。
共有 564 名符合条件的食管印戒细胞癌患者。竞争风险列线图确定了 4 个预后变量,涉及性别、肺转移、肝转移和接受手术。列线图的 C 指数分别为 5 年、3 年和 1 年 CSS 预测的 0.61、0.75 和 0.70。校准图显示高度一致性。Brier 评分和决策曲线分析分别有利于列线图的良好预测能力和临床实用性。
成功构建并内部验证了用于食管印戒细胞癌的竞争风险列线图。该模型有望预测 1 年、3 年和 5 年 CSS,并帮助肿瘤学家和病理学家在临床决策和食管印戒细胞癌患者的医疗保健管理中做出决策。