Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO-RADIAT Score

被引:25
|
作者
Kim, Do Young [1 ]
Park, Myung-Soo [1 ]
Youn, Jong-Chan [1 ,2 ]
Lee, Sunki [1 ]
Choi, Jae Hyuk [1 ]
Jung, Mi-Hyang [1 ]
Kim, Lee Su [3 ]
Kim, Sung Hea [4 ]
Han, Seongwoo [1 ]
Ryu, Kyu-Hyung [1 ]
机构
[1] Hallym Univ, Div Cardiol, Dongtan Sacred Heart Hosp, Coll Med, Hwaseong, South Korea
[2] Catholic Univ Korea, Div Cardiol, Dept Internal Med,Coll Med, Seoul St Marys Hosp,Catholic Res Inst Intractable, 22 Banpo Daero, Seoul, South Korea
[3] Hallym Univ, Div Breast & Endocrine Surg, Sacred Heart Hosp, Coll Med, Anyang, South Korea
[4] Konkuk Univ, Div Cardiol, Dept Internal Med, Konkuk Univ Hosp,Sch Med, Seoul, South Korea
来源
关键词
breast cancer; major adverse cardiovascular events; multicenter cohort; prediction model; risk stratification; CONGESTIVE-HEART-FAILURE; ADJUVANT TRASTUZUMAB; AROMATASE INHIBITORS; CARDIAC DEATH; LUNG-CANCER; OLDER WOMEN; DISEASE; RADIOTHERAPY; MORTALITY; POPULATION;
D O I
10.1161/JAHA.121.021931
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment-related cardiovascular risk factors. Methods and Results The cohort of the study consisted of 1256 Asian female patients with BC from 4 medical centers in Korea and was randomized in a 1:1 ratio into the derivation and validation cohorts. The outcome measures comprised cardiovascular mortality, myocardial infarction, congestive heart failure, and transient ischemic attack/stroke. To correct overfitting, a penalized Cox proportional hazards regression was performed with a cross-validation approach. Number of cardiovascular diseases (myocardial infarction, peripheral artery disease, heart failure, and transient ischemic attack/stroke), number of baseline cardiovascular risk factors (hypertension, age >= 60, body mass index >= 30 kg/m(2), estimated glomerular filtration rate <60 mL/min per 1.73 m(2), dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m(2) were included in the risk prediction model. The time-dependent C-indices at 3 and 7 years after BC diagnosis were 0.876 and 0.842, respectively, in the validation cohort. Conclusions A prediction score model, including BC treatment-related risk factors and conventional risk factors, was developed and validated to predict major adverse cardiovascular events in patients with BC. The CHEMO-RADIAT (congestive heart failure, hypertension, elderly, myocardial infarction/peripheral artery occlusive disease, obesity, renal failure, abnormal lipid profile, diabetes mellitus, irradiation of the left breast, anthracycline dose, and transient ischemic attack/stroke) score may provide overall cardiovascular risk stratification in survivors of BC and can assist physicians in multidisciplinary decision-making regarding the BC treatment.
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页数:12
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