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Individual prediction of heart failure among childhood cancer survivors.

Publication ,  Journal Article
Chow, EJ; Chen, Y; Kremer, LC; Breslow, NE; Hudson, MM; Armstrong, GT; Border, WL; Feijen, EAM; Green, DM; Meacham, LR; Meeske, KA; Ness, KK ...
Published in: J Clin Oncol
February 10, 2015

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. 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. 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%). 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.

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Published In

J Clin Oncol

DOI

EISSN

1527-7755

Publication Date

February 10, 2015

Volume

33

Issue

5

Start / End Page

394 / 402

Location

United States

Related Subject Headings

  • Young Adult
  • Survivors
  • Risk Factors
  • Risk Assessment
  • Reproducibility of Results
  • Radiotherapy
  • Poisson Distribution
  • Oncology & Carcinogenesis
  • North America
  • Netherlands
 

Citation

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Chow, E. J., Chen, Y., Kremer, L. C., Breslow, N. E., Hudson, M. M., Armstrong, G. T., … Yasui, Y. (2015). Individual prediction of heart failure among childhood cancer survivors. J Clin Oncol, 33(5), 394–402. https://doi.org/10.1200/JCO.2014.56.1373
Chow, Eric J., Yan Chen, Leontien C. Kremer, Norman E. Breslow, Melissa M. Hudson, Gregory T. Armstrong, William L. Border, et al. “Individual prediction of heart failure among childhood cancer survivors.J Clin Oncol 33, no. 5 (February 10, 2015): 394–402. https://doi.org/10.1200/JCO.2014.56.1373.
Chow EJ, Chen Y, Kremer LC, Breslow NE, Hudson MM, Armstrong GT, et al. Individual prediction of heart failure among childhood cancer survivors. J Clin Oncol. 2015 Feb 10;33(5):394–402.
Chow, Eric J., et al. “Individual prediction of heart failure among childhood cancer survivors.J Clin Oncol, vol. 33, no. 5, Feb. 2015, pp. 394–402. Pubmed, doi:10.1200/JCO.2014.56.1373.
Chow EJ, Chen Y, Kremer LC, Breslow NE, Hudson MM, Armstrong GT, Border WL, Feijen EAM, Green DM, Meacham LR, Meeske KA, Mulrooney DA, Ness KK, Oeffinger KC, Sklar CA, Stovall M, van der Pal HJ, Weathers RE, Robison LL, Yasui Y. Individual prediction of heart failure among childhood cancer survivors. J Clin Oncol. 2015 Feb 10;33(5):394–402.

Published In

J Clin Oncol

DOI

EISSN

1527-7755

Publication Date

February 10, 2015

Volume

33

Issue

5

Start / End Page

394 / 402

Location

United States

Related Subject Headings

  • Young Adult
  • Survivors
  • Risk Factors
  • Risk Assessment
  • Reproducibility of Results
  • Radiotherapy
  • Poisson Distribution
  • Oncology & Carcinogenesis
  • North America
  • Netherlands