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

被引:26
|
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
JOURNAL OF THE AMERICAN HEART ASSOCIATION | 2021年 / 10卷 / 16期
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.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] External validation of a risk score in the prediction of the mortality after esophagectomy for cancer
    D'Journo, X. B.
    Berbis, J.
    Jougon, J.
    Brichon, P. -Y.
    Mouroux, J.
    Tiffet, O.
    Bernard, A.
    de Dominicis, F.
    Massard, G.
    Falcoz, P. E.
    Thomas, P.
    Dahan, M.
    DISEASES OF THE ESOPHAGUS, 2017, 30 (01): : 1 - 8
  • [22] Cardiovascular Risk Stratification for Patients Treated With Drug-Eluting Stents: Development and Validation of the DESIRE Score
    Moreira, Adriana Costa
    Sousa, Amanda
    Costa Jr, Jose de Ribamar
    Costa, Ricardo
    Damiani, Lucas
    Campos Neto, Cantidio
    Maldonado, Galo
    Sousa, J. Eduardo
    JOURNAL OF INVASIVE CARDIOLOGY, 2020, 32 (03) : E49 - E59
  • [23] A Risk Score for Predicting the Incidence of Hemorrhage in Critically Ill Neonates: Development and Validation Study
    Sokou, Rozeta
    Piovani, Daniele
    Konstantinidi, Aikaterini
    Tsantes, Andreas G.
    Parastatidou, Stavroula
    Lampridou, Maria
    Ioakeimidis, Georgios
    Gounaris, Antonis
    Iacovidou, Nicoletta
    Kriebardis, Anastasios G.
    Politou, Marianna
    Kopterides, Petros
    Bonovas, Stefanos
    Tsantes, Argirios E.
    THROMBOSIS AND HAEMOSTASIS, 2021, 121 (02) : 131 - 139
  • [24] Prediction of cardiovascular adverse events in newly diagnosed multiple myeloma: Development and validation of a risk score prognostic model
    Yuan, Shuai
    Zhou, Jie-Yi
    Yang, Ben-Zhao
    Xie, Zhong-Lei
    Zhu, Ting-Jun
    Hu, Hui-Xian
    Li, Rong
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [25] Coronary calcium score in 12-year breast cancer survivors after adjuvant radiotherapy with low to moderate heart exposure - Relationship to cardiac radiation dose and cardiovascular risk factors
    Tjessem, Kristin Holm
    Bosse, Gerhard
    Fossa, Kristian
    Reinertsen, Kristin V.
    Fossa, Sophie D.
    Johansen, Safora
    Fossa, Alexander
    RADIOTHERAPY AND ONCOLOGY, 2015, 114 (03) : 328 - 334
  • [26] Cancer risk after adjuvant chemo- or chemohormonal therapy of breast cancer
    Kumpulainen, EJ
    Hirvikoski, PP
    Pukkala, E
    Johansson, RT
    ANTI-CANCER DRUGS, 1998, 9 (02) : 131 - 134
  • [27] Breast cancer risk prediction using a clinical risk model and polygenic risk score
    Yiwey Shieh
    Donglei Hu
    Lin Ma
    Scott Huntsman
    Charlotte C. Gard
    Jessica W. T. Leung
    Jeffrey A. Tice
    Celine M. Vachon
    Steven R. Cummings
    Karla Kerlikowske
    Elad Ziv
    Breast Cancer Research and Treatment, 2016, 159 : 513 - 525
  • [28] Breast cancer risk prediction using a clinical risk model and polygenic risk score
    Shieh, Yiwey
    Hu, Donglei
    Ma, Lin
    Huntsman, Scott
    Gard, Charlotte C.
    Leung, Jessica W. T.
    Tice, Jeffrey A.
    Vachon, Celine M.
    Cummings, Steven R.
    Kerlikowske, Karla
    Ziv, Elad
    BREAST CANCER RESEARCH AND TREATMENT, 2016, 159 (03) : 513 - 525
  • [29] Screening Mammography Outcomes: Risk of Breast Cancer and Mortality by Comorbidity Score and Age
    Demb, Joshua
    Abraham, Linn
    Miglioretti, Diana L.
    Sprague, Brian L.
    O'Meara, Ellen S.
    Advani, Shailesh
    Henderson, Louise M.
    Onega, Tracy
    Buist, Diana S. M.
    Schousboe, John T.
    Walter, Louise C.
    Kerlikowske, Karla
    Braithwaite, Dejana
    JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2020, 112 (06): : 599 - 606
  • [30] Prognostic index score and clinical prediction model of local regional recurrence after mastectomy in breast cancer patients
    Cheng, SH
    Horng, CF
    Clarke, JL
    Tsou, MH
    Tsai, SY
    Chen, CM
    Jian, JJ
    Liu, MC
    West, M
    Huang, AT
    Prosnitz, LR
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 64 (05): : 1401 - 1409