预测早期乳腺癌老年化疗患者严重毒性风险工具的开发与验证
Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer.
作者信息
Magnuson Allison, Sedrak Mina S, Gross Cary P, Tew William P, Klepin Heidi D, Wildes Tanya M, Muss Hyman B, Dotan Efrat, Freedman Rachel A, O'Connor Tracey, Dale William, Cohen Harvey J, Katheria Vani, Arsenyan Anait, Levi Abrahm, Kim Heeyoung, Mohile Supriya, Hurria Arti, Sun Can-Lan
机构信息
University of Rochester, Rochester, NY.
City of Hope, Duarte, CA.
出版信息
J Clin Oncol. 2021 Feb 20;39(6):608-618. doi: 10.1200/JCO.20.02063. Epub 2021 Jan 14.
PURPOSE
Limited tools exist to predict the risk of chemotherapy toxicity in older adults with early-stage breast cancer.
METHODS
Patients of age ≥ 65 years with stage I-III breast cancer from 16 institutions treated with neoadjuvant or adjuvant chemotherapy were prospectively evaluated for geriatric and clinical features predictive of grade 3-5 chemotherapy toxicity. Logistic regression with best-subsets selection was used to identify and incorporate independent predictors of toxicity into a model with weighted variable scoring. Model performance was evaluated using area under the ROC curve (AUC) and goodness-of-fit statistics. The model was internally and externally validated.
RESULTS
In 473 patients (283 in development and 190 in validation cohort), 46% developed grade 3-5 chemotherapy toxicities. Eight independent predictors were identified (each assigned weighted points): anthracycline use (1 point), stage II or III (3 points), planned treatment duration > 3 months (4 points), abnormal liver function (3 points), low hemoglobin (3 points), falls (4 points), limited walking (3 points), and lack of social support (3 points). We calculated risk scores for each patient and defined three risk groups: low (0-5 points), intermediate (6-11 points), or high (≥ 12 points). In the development cohort, the rates of grade 3-5 chemotherapy toxicity for these three groups were 19%, 54%, and 87%, respectively ( < .01). In the validation cohort, the corresponding toxicity rates were 27%, 45%, and 76%. The AUC was 0.75 (95% CI, 0.70 to 0.81) in the development cohort and 0.69 (95% CI, 0.62 to 0.77) in the validation cohort. Risk groups were also associated with hospitalizations and reduced dose intensity ( < .01).
CONCLUSION
The Cancer and Aging Research Group-Breast Cancer (CARG-BC) score was developed and validated to predict grade 3-5 chemotherapy toxicity in older adults with early-stage breast cancer.
目的
预测老年早期乳腺癌患者化疗毒性风险的工具有限。
方法
对来自16家机构的年龄≥65岁、接受新辅助或辅助化疗的Ⅰ-Ⅲ期乳腺癌患者进行前瞻性评估,以确定预测3-5级化疗毒性的老年和临床特征。采用最佳子集选择的逻辑回归来识别毒性的独立预测因素,并将其纳入具有加权变量评分的模型。使用受试者工作特征曲线下面积(AUC)和拟合优度统计量评估模型性能。该模型进行了内部和外部验证。
结果
在473例患者中(283例在开发队列,190例在验证队列),46%出现3-5级化疗毒性。确定了8个独立预测因素(每个因素赋予加权分数):使用蒽环类药物(1分)、Ⅱ期或Ⅲ期(3分)、计划治疗持续时间>3个月(4分)、肝功能异常(3分)、血红蛋白低(3分)、跌倒(4分)、行走受限(3分)和缺乏社会支持(3分)。我们计算了每位患者的风险评分,并定义了三个风险组:低风险(0-5分)、中风险(6-11分)或高风险(≥12分)。在开发队列中,这三组的3-5级化疗毒性发生率分别为19%、54%和87%(P<0.01)。在验证队列中,相应的毒性发生率分别为27%、45%和76%。开发队列中的AUC为0.75(95%CI,0.70至0.81),验证队列中的AUC为0.69(95%CI,0.62至0.77)。风险组也与住院和剂量强度降低相关(P<0.01)。
结论
开发并验证了癌症与衰老研究组-乳腺癌(CARG-BC)评分,以预测老年早期乳腺癌患者的3-5级化疗毒性。