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Individual prediction of heart failure among childhood cancer survivors.
- Source :
-
Journal of clinical oncology : official journal of the American Society of Clinical Oncology [J Clin Oncol] 2015 Feb 10; Vol. 33 (5), pp. 394-402. Date of Electronic Publication: 2014 Oct 06. - Publication Year :
- 2015
-
Abstract
- Purpose: To create clinically useful models that incorporate readily available demographic and cancer treatment characteristics to predict individual risk of heart failure among 5-year survivors of childhood cancer.<br />Patients and Methods: Survivors in the Childhood Cancer Survivor Study (CCSS) free of significant cardiovascular disease 5 years after cancer diagnosis (n = 13,060) were observed through age 40 years for the development of heart failure (ie, requiring medications or heart transplantation or leading to death). Siblings (n = 4,023) established the baseline population risk. An additional 3,421 survivors from Emma Children's Hospital (Amsterdam, the Netherlands), the National Wilms Tumor Study, and the St Jude Lifetime Cohort Study were used to validate the CCSS prediction models.<br />Results: Heart failure occurred in 285 CCSS participants. Risk scores based on selected exposures (sex, age at cancer diagnosis, and anthracycline and chest radiotherapy doses) achieved an area under the curve of 0.74 and concordance statistic of 0.76 at or through age 40 years. Validation cohort estimates ranged from 0.68 to 0.82. Risk scores were collapsed to form statistically distinct low-, moderate-, and high-risk groups, corresponding to cumulative incidences of heart failure at age 40 years of 0.5% (95% CI, 0.2% to 0.8%), 2.4% (95% CI, 1.8% to 3.0%), and 11.7% (95% CI, 8.8% to 14.5%), respectively. In comparison, siblings had a cumulative incidence of 0.3% (95% CI, 0.1% to 0.5%).<br />Conclusion: Using information available to clinicians soon after completion of childhood cancer therapy, individual risk for subsequent heart failure can be predicted with reasonable accuracy and discrimination. These validated models provide a framework on which to base future screening strategies and interventions.<br /> (© 2014 by American Society of Clinical Oncology.)
- Subjects :
- Adolescent
Adult
Antineoplastic Agents administration & dosage
Area Under Curve
Child
Child, Preschool
Cohort Studies
Female
Heart Failure chemically induced
Humans
Incidence
Male
Netherlands epidemiology
North America epidemiology
Poisson Distribution
Radiotherapy adverse effects
Reproducibility of Results
Risk Assessment
Risk Factors
Young Adult
Antineoplastic Agents adverse effects
Heart Failure epidemiology
Heart Failure etiology
Neoplasms drug therapy
Neoplasms radiotherapy
Survivors statistics & numerical data
Subjects
Details
- Language :
- English
- ISSN :
- 1527-7755
- Volume :
- 33
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Journal of clinical oncology : official journal of the American Society of Clinical Oncology
- Publication Type :
- Academic Journal
- Accession number :
- 25287823
- Full Text :
- https://doi.org/10.1200/JCO.2014.56.1373