Abstract 867: Cancer treatment-related cardiotoxicity among survivors of childhood cancer: A comparative and integrated view of multiple measures of biological age acceleration.

Abstract Introduction: Mounting evidence suggests that childhood cancer survivors experience biological age acceleration (BioAgeAccel) and are at increased risk for cardiovascular disease. We performed an integrated analysis of multiple BioAgeAccel measures to examine how aging relates to treatment-related toxicity and cardiovascular risk, and how biomarkers developed under different methodological schemes capture this pathway. Methods: Cardiovascular disease (CVD) was defined as either cardiomyopathy or myocardial infarction (MI). DNA methylation (DNAm) profiles of peripheral-blood-mononuclear-cells from 2,941 St. Jude Lifetime Cohort participants were generated using Illumina EPIC BeadChips. Biological age was assessed using 43 DNAm-based biomarkers, including epigenetic clocks such as GrimAge, PhenoAge, and DunedinPACE, as well as molecular biomarkers such as C-reactive protein (DNAmCRP). BioAgeAccel was defined as residuals from regressing biological age on chronological age at DNAm blood draw (except DunedinPACE). Cardiotoxic treatment exposures included radiation potentially exposing the heart (heart-RT; mean dose >15 Gy considered high-dose) and anthracycline chemotherapy (cumulative dose ≥250 mg/m2 doxorubicin equivalents considered high-dose). Multivariable logistic regression models evaluated the associations of each biomarker with CVD. BioAgeAccel was also evaluated as a mediator between heart-RT or anthracycline exposure and CVD to examine its role in the causal pathway. Mediation analyses were conducted for each biomarker individually and for a composite measure derived from principal component analysis. Results: Median age at cancer diagnosis was 6.1 years (range 0-23.6; Q1-Q3: 2.8-12.6), and at DNAm blood draw was 30.1 years (range 0.2-66.6; Q1-Q3: 21.7-38.0). Overall, 9.4% developed cardiomyopathy (median onset 34.7 years), and 2.3% developed MI (median onset 40.7 years). Most BioAgeAccel measures were elevated after high-dose heart-RT, with fewer associations for high-dose anthracyclines. PC version of GrimAge showed the strongest association with MI (OR=1.85, 95%CI: 1.45-2.36; Bonferroni P=4.06E-05), and DNAmCRP showed the strongest association with cardiomyopathy (OR=1.31, 95%CI: 1.14-1.50; Bonferroni P=5.17E-03). Mediation estimates varied across biomarkers. A composite BioAgeAccel measure accounted for 31.6% of the heart-RT-MI association, 35.9% of the heart-RT-cardiomyopathy association, and 7.7% of the anthracycline-cardiomyopathy association. Conclusions: BioAgeAccel measures vary in their associations with cardiotoxicities and treatment-related aging pathways. These findings support further refinement and validation of DNAm-based aging biomarkers to advance future risk stratification and targeted prevention of long-term CVD in survivors. Citation Format: Xiaoxi Meng, Tiffany Eulalio, Kwangyeon Oh, Noel-Marie Plonski, Kyla Shelton, Heather L. Mulder, John B. Easton, Jinghui Zhang, Emily Walker, Geoffrey A. Neale, Deo Kumar Srivastava, Rebecca M. Howell, Jeanne S. Mandelblatt, Bonnie Ky, Stephanie B. Dixon, Gregory T. Armstrong, Melissa Maria Hudson, Kirsten K. Ness, Zhaoming Wang. Cancer treatment-related cardiotoxicity among survivors of childhood cancer: A comparative and integrated view of multiple measures of biological age acceleration [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 867.

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Journal
Cancer Research
Published
2026-04-03
DOI
https://doi.org/10.1158/1538-7445.am2026-867
Primary Topic
Chemotherapy-induced cardiotoxicity and mitigation
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article

Abstract 867: Cancer treatment-related cardiotoxicity among survivors of childhood cancer: A comparative and integrated view of multiple measures of biological age acceleration.

Geoffrey Neale, Kyla Shelton, Emily Walker, Noel-Marie Plonski et al.
Cancer Research
Chemotherapy-induced cardiotoxicity and mitigation
article

Abstract 867: Cancer treatment-related cardiotoxicity among survivors of childhood cancer: A comparative and integrated view of multiple measures of biological age acceleration.

Geoffrey Neale, Kyla Shelton, Emily Walker, Noel-Marie Plonski, Deo Kumar Srivastava, Jeanne S. Mandelblatt, Tiffany Eulalio, Melissa Maria Hudson, B. Ky, John Easton, Xiaoxi Meng, Gregory T. Armstrong, Stephanie B. Dixon, Jinghui Zhang, Kirsten K. Ness, Zhaoming Wang, Kwangyeon Oh, Rebecca M. Howell, Heather L. Mulder
article en

Abstract

Abstract Introduction: Mounting evidence suggests that childhood cancer survivors experience biological age acceleration (BioAgeAccel) and are at increased risk for cardiovascular disease. We performed an integrated analysis of multiple BioAgeAccel measures to examine how aging relates to treatment-related toxicity and cardiovascular risk, and how biomarkers developed under different methodological schemes capture this pathway. Methods: Cardiovascular disease (CVD) was defined as either cardiomyopathy or myocardial infarction (MI). DNA methylation (DNAm) profiles of peripheral-blood-mononuclear-cells from 2,941 St. Jude Lifetime Cohort participants were generated using Illumina EPIC BeadChips. Biological age was assessed using 43 DNAm-based biomarkers, including epigenetic clocks such as GrimAge, PhenoAge, and DunedinPACE, as well as molecular biomarkers such as C-reactive protein (DNAmCRP). BioAgeAccel was defined as residuals from regressing biological age on chronological age at DNAm blood draw (except DunedinPACE). Cardiotoxic treatment exposures included radiation potentially exposing the heart (heart-RT; mean dose >15 Gy considered high-dose) and anthracycline chemotherapy (cumulative dose ≥250 mg/m2 doxorubicin equivalents considered high-dose). Multivariable logistic regression models evaluated the associations of each biomarker with CVD. BioAgeAccel was also evaluated as a mediator between heart-RT or anthracycline exposure and CVD to examine its role in the causal pathway. Mediation analyses were conducted for each biomarker individually and for a composite measure derived from principal component analysis. Results: Median age at cancer diagnosis was 6.1 years (range 0-23.6; Q1-Q3: 2.8-12.6), and at DNAm blood draw was 30.1 years (range 0.2-66.6; Q1-Q3: 21.7-38.0). Overall, 9.4% developed cardiomyopathy (median onset 34.7 years), and 2.3% developed MI (median onset 40.7 years). Most BioAgeAccel measures were elevated after high-dose heart-RT, with fewer associations for high-dose anthracyclines. PC version of GrimAge showed the strongest association with MI (OR=1.85, 95%CI: 1.45-2.36; Bonferroni P=4.06E-05), and DNAmCRP showed the strongest association with cardiomyopathy (OR=1.31, 95%CI: 1.14-1.50; Bonferroni P=5.17E-03). Mediation estimates varied across biomarkers. A composite BioAgeAccel measure accounted for 31.6% of the heart-RT-MI association, 35.9% of the heart-RT-cardiomyopathy association, and 7.7% of the anthracycline-cardiomyopathy association. Conclusions: BioAgeAccel measures vary in their associations with cardiotoxicities and treatment-related aging pathways. These findings support further refinement and validation of DNAm-based aging biomarkers to advance future risk stratification and targeted prevention of long-term CVD in survivors. Citation Format: Xiaoxi Meng, Tiffany Eulalio, Kwangyeon Oh, Noel-Marie Plonski, Kyla Shelton, Heather L. Mulder, John B. Easton, Jinghui Zhang, Emily Walker, Geoffrey A. Neale, Deo Kumar Srivastava, Rebecca M. Howell, Jeanne S. Mandelblatt, Bonnie Ky, Stephanie B. Dixon, Gregory T. Armstrong, Melissa Maria Hudson, Kirsten K. Ness, Zhaoming Wang. Cancer treatment-related cardiotoxicity among survivors of childhood cancer: A comparative and integrated view of multiple measures of biological age acceleration [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 867.

Cancer ResearchVol. 86(7_Supplement)
St. Jude Children's Research Hospital (US), The University of Texas MD Anderson Cancer Center (US), Georgetown University (US), University of Pennsylvania (US)
Good health and well-being
Openalex Percentile: Top 5%
Chemotherapy-induced cardiotoxicity and mitigation
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