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

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          Abstract

          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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          Most cited references51

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          Global cancer statistics, 2012.

          Cancer constitutes an enormous burden on society in more and less economically developed countries alike. The occurrence of cancer is increasing because of the growth and aging of the population, as well as an increasing prevalence of established risk factors such as smoking, overweight, physical inactivity, and changing reproductive patterns associated with urbanization and economic development. Based on GLOBOCAN estimates, about 14.1 million new cancer cases and 8.2 million deaths occurred in 2012 worldwide. Over the years, the burden has shifted to less developed countries, which currently account for about 57% of cases and 65% of cancer deaths worldwide. Lung cancer is the leading cause of cancer death among males in both more and less developed countries, and has surpassed breast cancer as the leading cause of cancer death among females in more developed countries; breast cancer remains the leading cause of cancer death among females in less developed countries. Other leading causes of cancer death in more developed countries include colorectal cancer among males and females and prostate cancer among males. In less developed countries, liver and stomach cancer among males and cervical cancer among females are also leading causes of cancer death. Although incidence rates for all cancers combined are nearly twice as high in more developed than in less developed countries in both males and females, mortality rates are only 8% to 15% higher in more developed countries. This disparity reflects regional differences in the mix of cancers, which is affected by risk factors and detection practices, and/or the availability of treatment. Risk factors associated with the leading causes of cancer death include tobacco use (lung, colorectal, stomach, and liver cancer), overweight/obesity and physical inactivity (breast and colorectal cancer), and infection (liver, stomach, and cervical cancer). A substantial portion of cancer cases and deaths could be prevented by broadly applying effective prevention measures, such as tobacco control, vaccination, and the use of early detection tests. © 2015 American Cancer Society.
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            Global Cancer Incidence and Mortality Rates and Trends--An Update

            There are limited published data on recent cancer incidence and mortality trends worldwide. We used the International Agency for Research on Cancer's CANCERMondial clearinghouse to present age-standardized cancer incidence and death rates for 2003-2007. We also present trends in incidence through 2007 and mortality through 2012 for select countries from five continents. High-income countries (HIC) continue to have the highest incidence rates for all sites, as well as for lung, colorectal, breast, and prostate cancer, although some low- and middle-income countries (LMIC) now count among those with the highest rates. Mortality rates from these cancers are declining in many HICs while they are increasing in LMICs. LMICs have the highest rates of stomach, liver, esophageal, and cervical cancer. Although rates remain high in HICs, they are plateauing or decreasing for the most common cancers due to decreases in known risk factors, screening and early detection, and improved treatment (mortality only). In contrast, rates in several LMICs are increasing for these cancers due to increases in smoking, excess body weight, and physical inactivity. LMICs also have a disproportionate burden of infection-related cancers. Applied cancer control measures are needed to reduce rates in HICs and arrest the growing burden in LMICs.
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              Risk of Ischemic Heart Disease in Women after Radiotherapy for Breast Cancer

              New England Journal of Medicine, 368(11), 987-998
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                Author and article information

                Contributors
                jong.chan.youn@gmail.com
                khryumd@hanmail.net
                Journal
                J Am Heart Assoc
                J Am Heart Assoc
                10.1002/(ISSN)2047-9980
                JAH3
                ahaoa
                Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
                John Wiley and Sons Inc. (Hoboken )
                2047-9980
                07 August 2021
                17 August 2021
                : 10
                : 16 ( doiID: 10.1002/jah3.v10.16 )
                : e021931
                Affiliations
                [ 1 ] Division of Cardiology Dongtan Sacred Heart Hospital Hallym University College of Medicine Hwaseong Republic of Korea
                [ 2 ] Division of Cardiology Department of Internal Medicine Seoul St. Mary's Hospital Catholic Research Institute for Intractable Cardiovascular Disease College of Medicine The Catholic University of Korea Seoul Republic of Korea
                [ 3 ] Division of Breast and Endocrine Surgery Hallym University Sacred Heart Hospital Hallym University College of Medicine Anyang Republic of Korea
                [ 4 ] Division of Cardiology Department of Internal Medicine Konkuk University Hospital School of Medicine Konkuk University Seoul Republic of Korea
                Author notes
                [*] [* ] Correspondence to: Kyu‐Hyung Ryu, MD, PhD, Division of Cardiology, Hallym University Dongtan Sacred Heart Hospital, 7 Keunjaebong‐gil, Hwaseong‐si, Gyeonggi‐do, Korea. E‐mail: khryumd@ 123456hanmail.net

                ; and

                Jong‐Chan Youn, MD, PhD, Division of Cardiology, Department of Internal Medicine, Seoul St. Mary’s Hospital, Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, 22 Banpo‐daero, Seocho‐gu, Seoul, Korea. E‐mail: jong.chan.youn@ 123456gmail.com

                [ † ]

                J.‐C. Youn and K.‐H. Ryu contributed equally as corresponding authors.

                Supplementary Material for this article is available at https://www.ahajournals.org/doi/suppl/10.1161/JAHA.121.021931.

                Author information
                https://orcid.org/0000-0002-5601-9427
                https://orcid.org/0000-0003-0998-503X
                https://orcid.org/0000-0003-0224-5178
                https://orcid.org/0000-0001-5809-7958
                Article
                JAH36622
                10.1161/JAHA.121.021931
                8475066
                34369199
                4b3fa100-d3ac-4757-8717-93812642dd0e
                © 2021 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley.

                This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.

                History
                : 06 April 2021
                : 09 July 2021
                Page count
                Figures: 1, Tables: 4, Pages: 10, Words: 17516
                Funding
                Funded by: Catholic Medical Center Research Foundation
                Funded by: Korean Society of Cardiovascular Disease Prevention
                Funded by: Korean Society of Hypertension
                Award ID: KSH‐R‐2019‐05
                Funded by: Hallym University Research Fund
                Award ID: HURF‐2018‐31
                Funded by: Korea Health Technology R&D Project
                Funded by: Korea Health Industry Development Institute , doi 10.13039/501100003710;
                Funded by: Ministry of Health & Welfare, Republic of Korea
                Award ID: HI19C1211
                Categories
                Original Research
                Original Research
                Preventive Cardiology
                Custom metadata
                2.0
                August 17, 2021
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.0.5 mode:remove_FC converted:17.08.2021

                Cardiovascular Medicine
                breast cancer,major adverse cardiovascular events,multicenter cohort,prediction model,risk stratification,cardio-oncology,cardiovascular disease,risk factors

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