乳腺癌辅助曲妥珠单抗治疗后心力衰竭和心肌病的风险预测模型。
Risk prediction model for heart failure and cardiomyopathy after adjuvant trastuzumab therapy for breast cancer.
机构信息
Department of Internal Medicine, Section of General Internal Medicine, Yale School of Medicine, New Haven, CT.
出版信息
J Am Heart Assoc. 2014 Feb 28;3(1):e000472. doi: 10.1161/JAHA.113.000472.
BACKGROUND
Adjuvant trastuzumab improves survival for women with human epidermal growth factor receptor 2-positive breast cancer, but increases risk for heart failure (HF) and cardiomyopathy (CM). However, clinical trials may underestimate HF/CM risk because they enroll younger subjects with fewer cardiac risk factors. We sought to develop a clinical risk score that identifies older women with breast cancer who are at higher risk of HF or CM after trastuzumab.
METHODS AND RESULTS
Using the Surveillance, Epidemiology and End Results (SEER)-Medicare database, we identified women with breast cancer who received adjuvant trastuzumab. Using a split-sample design, we used a proportional hazards model to identify candidate predictors of HF/CM in a derivation cohort. A risk score was constructed using regression coefficients, and HF/CM rates were calculated in the validation cohort. The sample consisted of 1664 older women (mean age 73.6 years) with 3-year HF/CM rate of 19.1%. A risk score consisting of age, adjuvant chemotherapy, coronary artery disease, atrial fibrillation or flutter, diabetes mellitus, hypertension, and renal failure was able to classify HF/CM risk into low (0 to 3 points), medium (4 to 5 points), and high (≥6 points) risk strata with 3-year rates of 16.2%, 26.0%, and 39.5%, respectively.
CONCLUSIONS
A 7-factor risk score was able to stratify 3-year risk of HF/CM after trastuzumab between the lowest and highest risk groups by more than 2-fold in a Medicare population. These findings will inform future research aimed at further developing a clinical risk score for HF/CM for breast cancer patients of all ages.
背景
曲妥珠单抗辅助治疗可提高人表皮生长因子受体 2 阳性乳腺癌患者的生存率,但会增加心力衰竭(HF)和心肌病(CM)的风险。然而,临床试验可能低估了 HF/CM 风险,因为它们招募的是年轻、心脏危险因素较少的受试者。我们试图开发一种临床风险评分,以确定接受曲妥珠单抗治疗后 HF 或 CM 风险较高的老年乳腺癌患者。
方法和结果
利用监测、流行病学和最终结果(SEER)-医疗保险数据库,我们确定了接受辅助曲妥珠单抗治疗的乳腺癌女性。使用拆分样本设计,我们使用比例风险模型在推导队列中确定 HF/CM 的候选预测因素。使用回归系数构建风险评分,并在验证队列中计算 HF/CM 发生率。该样本由 1664 名年龄较大的女性(平均年龄 73.6 岁)组成,3 年 HF/CM 发生率为 19.1%。由年龄、辅助化疗、冠状动脉疾病、心房颤动或扑动、糖尿病、高血压和肾衰竭组成的风险评分能够将 HF/CM 风险分为低(0 至 3 分)、中(4 至 5 分)和高(≥6 分)风险分层,3 年发生率分别为 16.2%、26.0%和 39.5%。
结论
在医疗保险人群中,一个 7 因素风险评分能够将曲妥珠单抗治疗后 3 年 HF/CM 的最低和最高风险组之间的风险分层提高 2 倍以上。这些发现将为未来旨在为所有年龄段乳腺癌患者进一步开发 HF/CM 临床风险评分的研究提供信息。