Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
Institute of Surgery, St. Luke's Medical Center, Quezon City, Philippines.
Cancer Med. 2021 Mar;10(5):1605-1613. doi: 10.1002/cam4.3713. Epub 2021 Jan 15.
PREDICT is a prognostication tool that calculates the potential benefit of various postsurgical treatments on the overall survival (OS) of patients with nonmetastatic invasive breast cancer. Once patient, tumor, and treatment details have been entered, the tool will show the estimated 5-, 10-, and 15-year OS outcomes, both with and without adjuvant therapies. This study aimed to conduct an external validation of the prognostication tool PREDICT version 2.2 by evaluating its predictive accuracy of the 5- and 10-year OS outcomes among female patients with nonmetastatic invasive breast cancer in Japan.
All female patients diagnosed from 2001 to 2013 with unilateral, nonmetastatic, invasive breast cancer and had undergone surgical treatment at Kyushu University Hospital, Fukuoka, Japan, were selected. Observed and predicted 5- and 10-year OS rates were analyzed for the validation population and the subgroups. Calibration and discriminatory accuracy were assessed using Chi-squared goodness-of-fit test and area under the receiver operating characteristic curve (AUC).
A total of 636 eligible cases were selected from 1, 213 records. Predicted and observed OS differed by 0.9% (p = 0.322) for 5-year OS, and 2.4% (p = 0.086) for 10-year OS. Discriminatory accuracy results for 5-year (AUC = 0.707) and 10-year (AUC = 0.707) OS were fairly well.
PREDICT tool accurately estimated the 5- and 10-year OS in the overall Japanese study population. However, caution should be used for interpretation of the 5-year OS outcomes in patients that are ≥65 years old, and also for the 10-year OS outcomes in patients that are ≥65 years old, those with histologic grade 3 and Luminal A tumors, and in those considering ETx or no systemic treatment.
PREDICT 是一种预后工具,可计算各种术后治疗对非转移性浸润性乳腺癌患者总生存期(OS)的潜在获益。一旦输入患者、肿瘤和治疗细节,该工具将显示估计的 5 年、10 年和 15 年 OS 结果,包括有无辅助治疗。本研究旨在通过评估 PREDICT 版本 2.2 对日本非转移性浸润性乳腺癌女性患者的 5 年和 10 年 OS 结果的预测准确性,对该预后工具进行外部验证。
选择 2001 年至 2013 年在日本福冈九州大学医院接受单侧、非转移性、浸润性乳腺癌手术治疗的所有女性患者。对验证人群和亚组进行观察和预测的 5 年和 10 年 OS 率分析。使用卡方拟合优度检验和受试者工作特征曲线下面积(AUC)评估校准和判别准确性。
从 1213 份记录中选择了 636 例符合条件的病例。5 年 OS 时预测和观察的 OS 差异为 0.9%(p=0.322),10 年 OS 时差异为 2.4%(p=0.086)。5 年(AUC=0.707)和 10 年(AUC=0.707)OS 的判别准确性结果相当好。
PREDICT 工具准确估计了日本总体研究人群的 5 年和 10 年 OS。然而,对于年龄≥65 岁的患者的 5 年 OS 结果以及年龄≥65 岁的患者、组织学 3 级和 Luminal A 肿瘤患者的 10 年 OS 结果,以及考虑 ETx 或无系统治疗的患者,应谨慎解释。