Department of Internal Medicine, Section of General Internal Medicine, Yale School of Medicine, New Haven, CT.
J Am Heart Assoc. 2014 Feb 28;3(1):e000472. doi: 10.1161/JAHA.113.000472.
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.
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.
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.
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。
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%。
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。