Predicting the 10-year risk of cardiomyopathy in long-term survivors of childhood cancer: a report from the St. Jude Lifetime Cohort and the Childhood Cancer Survivor Study
Year: 2024
Type: preprint
Study design: Observational Study
Abstract: ABSTRACT Purpose Considering the heightened risk of cancer treatment-related cardiomyopathy and cardiac death in long-term survivors of childhood cancer, we aimed to develop and validate a clinically-applicable risk prediction model for cardiomyopathy. Patients and Methods Childhood cancer survivors from St. Jude Lifetime Cohort, (SJLIFE, model-development; n=3,479; median age 32.3 years, IQR 24.4-40.9) and Childhood Cancer Survivor Study (CCSS, model-validation; n=6,875; median age 33.2 years, IQR 27.9-38.9) were assessed for demographic and cardiovascular risk factors, treatment exposures, and polygenic risk scores (PRSs) for cardiomyopathy, heart failure, cardiac structure and function, and anthracycline-related cardiomyopathy risk. Multivariable Poisson regression predicted the 10-year risk of cardiomyopathy (CTCAE grade ≥3: requiring heart failure medications or heart transplantation or leading to death) following baseline visit/survey. Model performance was assessed by area under the receiver operating characteristic curve (AUC). Results Cardiomyopathy was clinically identified in 75 (2.2%, SJLIFE) and self-reported in 87 (1.3%, CCSS) survivors within 10 years of the baseline assessment. AUC of a clinical model with sex, age at cancer diagnosis, cumulative anthracycline and mean heart radiation doses was 0.833 (SJLIFE) and 0.812 (CCSS). Age at baseline, hypertension and genetic ancestry showed associations with higher cardiomyopathy rates in SJLIFE but did not increase AUC in CCSS (0.812). Adding PRSs for hypertrophic cardiomyopathy and left ventricular end-systolic volume improved AUC in CCSS (0.822; P =0.016). Compared to existing survivorship-care guidelines, the PRS model classified fewer survivors as high-risk or moderate-risk, while identifying survivors in those categories as having 1.5-times greater risk. Conclusion We developed and validated a model with highest-to-date performance for estimating the 10-year risk of cardiomyopathy in survivors of childhood cancer. Results could enhance identification of at-risk survivors beyond current guidelines.
Source: medRxiv
Authors: Kateryna Petrykey, Yan Chen, Achal Neupane, Jennifer French, Huiqi Wang, Haoxue Xiang, Stephanie B. Dixon, Chris Vukadinovich, Cindy Im, Matthew J. Ehrhardt, Daniel A. Mulrooney, Noha Sharafeldin, Xuexia Wang, Rebecca M. Howell, John L. Jefferies, Paul W. Burridge, Kevin C. Oeffinger, M. Monica Gramatges, Smita Bhatia, Leslie L. Robison, Kirsten K. Ness, Melissa M. Hudson, Eric J. Chow, Gregory T. Armstrong, Yutaka Yasui, Yadav Sapkota
Institutions: St. Jude Children's Research Hospital, University of Minnesota, University of Alabama at Birmingham, Florida International University, The University of Texas MD Anderson Cancer Center, University of Memphis, Northwestern University, Duke University, Duke Medical Center, Baylor College of Medicine, Fred Hutch Cancer Center
Language: English
Subfield: Cardiology and Cardiovascular Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W4403757941