Department of Orthopedics, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
Cancer Med. 2023 Feb;12(3):3079-3088. doi: 10.1002/cam4.5230. Epub 2022 Sep 8.
The prognostic factors for patients with epithelial sarcoma remain unclear. The study aims to develop a practical clinical nomogram that predicts prognosis in patients with ES using the Surveillance, Epidemiology, and End Results (SEER) database.
We extracted clinical data from 2004 to 2015 from the SEER database about patients with ES. All patients were randomly divided into training cohort and validation cohort. Kaplan-Meier analyses were used to compare outcomes between different subgroups. In order to estimate the chance of survival for patients with ES, we developed a nomogram. Nomogram performance was evaluated by discrimination and calibration. Additionally, an analysis of decision curves was conducted to evaluate the clinical usefulness of this newly developed model.
In the primary cohort,320 met the inclusion criteria to be entered into this study. The median OS was 66.000 months (range 34.704 to 94.296 months), and the 1-, 3-, and 5-year OS rates were 70.7%, 56.1%, and 50.4%, respectively. For the validation cohort, we studied 136 consecutive patients. Age, primary site, grade, AJCC (American Joint Committee on Cancer) T, AJCC M, and surgery were included in the nomogram. The C-index values for the training set and validation set were 0.817 and 0.832, respectively. The calibration plots showed good agreement between the prediction and the observation. Based on the clinical decision curve, the model has a good clinical net benefit for ES patients.
It is the first study that developed an effective survival prediction model for patients with ES. Using this nomogram can assist in clinical decision-making as it has satisfactory accuracy. Even so, additional external validation is needed.
上皮样肉瘤患者的预后因素仍不清楚。本研究旨在利用监测、流行病学和最终结果(SEER)数据库,开发一种实用的临床列线图,以预测 ES 患者的预后。
我们从 SEER 数据库中提取了 2004 年至 2015 年关于上皮样肉瘤患者的临床数据。所有患者被随机分为训练队列和验证队列。Kaplan-Meier 分析用于比较不同亚组之间的结果。为了估计 ES 患者的生存机会,我们开发了一个列线图。通过判别和校准评估列线图的性能。此外,还进行了决策曲线分析,以评估新开发模型的临床实用性。
在主要队列中,有 320 名符合纳入标准的患者进入本研究。中位 OS 为 66.000 个月(范围 34.704 至 94.296 个月),1、3 和 5 年 OS 率分别为 70.7%、56.1%和 50.4%。在验证队列中,我们研究了 136 例连续患者。年龄、原发部位、分级、AJCC(美国癌症联合委员会)T、AJCC M 和手术均纳入列线图。训练集和验证集的 C 指数值分别为 0.817 和 0.832。校准图显示预测与观察之间具有良好的一致性。基于临床决策曲线,该模型对 ES 患者具有良好的临床净获益。
这是第一项开发上皮样肉瘤患者有效生存预测模型的研究。使用该列线图可以辅助临床决策,因为它具有令人满意的准确性。即便如此,仍需要额外的外部验证。