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.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] The risk of cardiovascular disease following breast cancer by Framingham risk score
    Gernaat, Sofie A. M.
    Boer, Jolanda M. A.
    van den Bongard, Desiree H. J.
    Maas, Angela H. E. M.
    van der Pol, Carmen C.
    Bijlsma, Rhode M.
    Grobbee, Diederick E.
    Verkooijen, Helena M.
    Peeters, Petra H.
    BREAST CANCER RESEARCH AND TREATMENT, 2018, 170 (01) : 119 - 127
  • [22] The risk of cardiovascular disease following breast cancer by Framingham risk score
    Sofie A. M. Gernaat
    Jolanda M. A. Boer
    Desiree H. J. van den Bongard
    Angela H. E. M. Maas
    Carmen C. van der Pol
    Rhodé M. Bijlsma
    Diederick E. Grobbee
    Helena M. Verkooijen
    Petra H. Peeters
    Breast Cancer Research and Treatment, 2018, 170 : 119 - 127
  • [23] Development and Validation of a Breast Cancer Polygenic Risk Score on the Basis of Genetic Ancestry Composition
    Hughes, Elisha
    Wagner, Susanne
    Pruss, Dmitry
    Bernhisel, Ryan
    Probst, Braden
    Abkevich, Victor
    Simmons, Timothy
    Hullinger, Brooke
    Judkins, Thaddeus
    Rosenthal, Eric
    Roa, Benjamin
    Domchek, Susan M.
    Eng, Charis
    Garber, Judy
    Gary, Monique
    Klemp, Jennifer
    Mukherjee, Semanti
    Offit, Kenneth
    Olopade, Olufunmilayo I.
    Vijai, Joseph
    Weitzel, Jeffrey N.
    Whitworth, Pat
    Yehia, Lamis
    Gordon, Ora
    Pederson, Holly
    Kurian, Allison
    Slavin, Thomas P.
    Gutin, Alexander
    Lanchbury, Jerry S.
    JCO PRECISION ONCOLOGY, 2022, 6
  • [24] Predicting risk of COPD in primary care: development and validation of a clinical risk score
    Haroon, Shamil
    Adab, Peymane
    Riley, Richard D.
    Marshall, Tom
    Lancashire, Robert
    Jordan, Rachel E.
    BMJ OPEN RESPIRATORY RESEARCH, 2015, 2 (01): : 1 - 10
  • [25] Development and validation of a risk score for predicting postoperative delirium after major abdominal surgery by incorporating preoperative risk factors and surgical Apgar score
    Li, Guan-Hua
    Zhao, Ling
    Lu, Yan
    Wang, Wei
    Ma, Tao
    Zhang, Ying-Xin
    Zhang, Hao
    JOURNAL OF CLINICAL ANESTHESIA, 2021, 75
  • [26] Development and Validation of a Clinical Score for Predicting the Risk of Tympanosclerosis Before Surgery
    Dong, Zhihuai
    Zhou, Mingguang
    Ye, Gaofei
    Ye, Jing
    Xiao, Mang
    ENT-EAR NOSE & THROAT JOURNAL, 2022, 101 (04) : NP169 - NP177
  • [27] Development and validation of a risk score for predicting death in Chagas' heart disease
    Rassi, Anis, Jr.
    Rassi, Anis
    Little, William C.
    Xavier, Sergio S.
    Rassi, Sergio G.
    Rassi, Alexandre G.
    Rassi, Gustavo G.
    Hasslocher-Moreno, Alejandro
    Sousa, Andrea S.
    Scanavacca, Mauricio I.
    NEW ENGLAND JOURNAL OF MEDICINE, 2006, 355 (08): : 799 - 808
  • [28] Development and validation of risk score for predicting spontaneous rupture of hepatocellular carcinoma
    Ye, Feng
    Ma, Di
    Gong, Xiao-Yong
    Yang, Yu-Chen
    Chen, Yong-Jun
    ANNALS OF SURGICAL TREATMENT AND RESEARCH, 2020, 99 (05) : 268 - 274
  • [29] Development and Validation of a Clinical Score for Predicting Risk of Adenoma at Screening Colonoscopy
    Shaukat, Aasma
    Church, Timothy R.
    Shanley, Ryan
    Kauff, Noah D.
    O'Brien, Michael J.
    Mills, Glenn M.
    Jordan, Paul A.
    Allen, John A.
    Kim, Adam
    Feld, Andrew D.
    Zauber, Ann Graham
    Winawer, Sidney J.
    CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2015, 24 (06) : 913 - 920
  • [30] Development and validation of a risk score model for predicting autism based on pre- and perinatal factors
    Ou, Jianjun
    Dong, Huixi
    Dai, Si
    Hou, Yanting
    Wang, Ying
    Lu, Xiaozi
    Xun, Guanglei
    Xia, Kun
    Zhao, Jingping
    Shen, Yidong
    FRONTIERS IN PSYCHIATRY, 2024, 15