Chow Eric J, Chen Yan, Kremer Leontien C, Breslow Norman E, Hudson Melissa M, Armstrong Gregory T, Border William L, Feijen Elizabeth A M, Green Daniel M, Meacham Lillian R, Meeske Kathleen A, Mulrooney Daniel A, Ness Kirsten K, Oeffinger Kevin C, Sklar Charles A, Stovall Marilyn, van der Pal Helena J, Weathers Rita E, Robison Leslie L, Yasui Yutaka
Eric J. Chow and Norman E. Breslow, Fred Hutchinson Cancer Research Center, Seattle Children's Hospital, University of Washington, Seattle, WA; Yan Chen and Yutaka Yasui, University of Alberta, Edmonton, Alberta, Canada; Leontien C. Kremer, Elizabeth A.M. Feijen, and Helena J. van der Pal, Emma Children's Hospital and Academic Medical Center, Amsterdam, the Netherlands; Melissa M. Hudson, Gregory T. Armstrong, Daniel M. Green, Daniel A. Mulrooney, Kirsten K. Ness, and Leslie L. Robison, St Jude Children's Research Hospital; Daniel A. Mulrooney, University of Tennessee, Memphis, TN; William L. Border and Lillian R. Meacham, Children's Healthcare of Atlanta, Emory University, Atlanta, GA; Kathleen A. Meeske, Children's Hospital of Los Angeles, University of Southern California, Los Angeles, CA; Kevin C. Oeffinger and Charles A. Sklar, Memorial Sloan-Kettering Cancer Center, New York, NY; and Marilyn Stovall and Rita E. Weathers, University of Texas MD Anderson Cancer Center, Houston, TX.
J Clin Oncol. 2015 Feb 10;33(5):394-402. doi: 10.1200/JCO.2014.56.1373. Epub 2014 Oct 6.
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.
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.
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%).
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.
创建临床实用模型,纳入易于获取的人口统计学和癌症治疗特征,以预测儿童癌症5年幸存者发生心力衰竭的个体风险。
儿童癌症幸存者研究(CCSS)中癌症诊断后5年无重大心血管疾病的幸存者(n = 13,060),观察至40岁,以了解心力衰竭的发生情况(即需要药物治疗或心脏移植或导致死亡)。兄弟姐妹(n = 4,023)确定了基线人群风险。另外3,421名来自艾玛儿童医院(荷兰阿姆斯特丹)、国家肾母细胞瘤研究和圣裘德终身队列研究的幸存者用于验证CCSS预测模型。
285名CCSS参与者发生心力衰竭。基于选定暴露因素(性别、癌症诊断时年龄、蒽环类药物和胸部放疗剂量)的风险评分在40岁及以前的曲线下面积为0.74,一致性统计量为0.76。验证队列估计值在0.68至0.82之间。风险评分被合并以形成统计学上不同的低、中、高风险组,分别对应40岁时心力衰竭的累积发生率为0.5%(95%CI,0.2%至0.8%)、2.4%(95%CI,1.8%至3.0%)和11.7%(95%CI,8.8%至14.5%)。相比之下,兄弟姐妹的累积发生率为0.3%(95%CI,0.1%至0.5%)。
利用儿童癌症治疗结束后临床医生很快就能获得的信息,可以合理准确地预测随后发生心力衰竭的个体风险,并进行鉴别。这些经过验证的模型为未来的筛查策略和干预措施提供了一个框架。