ArticleJAMA network open2023
Epigenetic Age in Peripheral Blood Among Children, Adolescent, and Adult Survivors of Childhood Cancer.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed, 21 citations in OpenAlex.
- Epigenetic age acceleration measures and chemotoxicity in older adults with early breast cancer.GeroScience · 2026Article
- Cancer Treatment-Related Cardiotoxicity among Survivors of Childhood Cancer: A Comparative and Integrated View of Multiple Measures of Biological Age Acceleration.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Telomere length as a marker of biological age in paediatric multiple sclerosis.Journal of neurology, neurosurgery, and psychiatry · 2026Article
- Review
- Long-term exposure to ambient air pollution and epigenetic age acceleration in children.American journal of epidemiology · 2025Article
- Epigenetic age acceleration, telomere length, and neurocognitive function in long-term survivors of childhood cancer.Nature communications · 2025Article
- Unraveling the Genetic Associations with Epigenetic Age Acceleration in Childhood Cancer Survivors: Insights from GWAS Studies.Asian Pacific journal of cancer prevention : APJCP · 2025Article
- Comparison of Preoperative and Postoperative Anxiety Levels in Patients Undergoing Tooth Extraction.Medical science monitor : international medical journal of experimental and clinical research · 2025Observational
- Accelerated Aging in Survivors of Childhood Cancer-Early Onset and Excess Risk of Chronic Conditions.JAMA oncology · 2025Article
- Applying blood-derived epigenetic algorithms to saliva: cross-tissue similarity of DNA-methylation indices of aging, physiology, and cognition.Clinical epigenetics · 2025Article
- Genetic and epigenetic bases of long-term adverse effects of childhood cancer therapy.Nature reviews. Cancer · 2025Review
- The relationship between epigenetic biomarkers and the risk of diabetes and cancer: a machine learning modeling approach.Frontiers in public health · 2025Article
- Health-related quality of life and DNA methylation-based aging biomarkers among survivors of childhood cancer.Journal of the National Cancer Institute · 2024Article
- Current evidence supporting associations of DNA methylation measurements with survivorship burdens in cancer survivors: A scoping review.Cancer medicine · 2024Article
- Race and Ethnicity, Socioeconomic Factors, and Epigenetic Age Acceleration in Survivors of Childhood Cancer.JAMA network open · 2024Article
- Utilizing epigenetics to study the shared nature of development and biological aging across the lifespan.NPJ science of learning · 2024Review
- Deficit Accumulation Index and Biological Markers of Aging in Survivors of Childhood Cancer.JAMA network open · 2023Article
- Article
Corrections and comments
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Authors and funding
21 authors at 6 institutions in 3 countries.
Funding
Abstract
Importance: Certain cancer therapies are risk factors for epigenetic age acceleration (EAA) among survivors of childhood cancer, and EAA is associated with chronic health conditions (CHCs). However, small numbers of younger survivors (aged <20 years) previously evaluated have limited the ability to calculate EAA among this age group. Objective: To evaluate the change rate of epigenetic age (EA) and EAA in younger compared with older survivors and the possible association of EAA with early-onset obesity (aged <20 years), severity/burden of CHCs, and late mortality (>5 years from cancer diagnosis). Design, Setting, and Participants: Study participants were from the St Jude Lifetime Cohort, initiated in 2007 with ongoing follow-up. The present study was conducted from April 17, 2022, to March 23, 2023. Survivors in this cohort of European ancestry with DNA methylation data were included. Cross-sectional annual changes in EA and EAA were compared across 5 different chronologic age groups: age 0 to 9 (children), 10 to 19 (adolescents), 20 to 34 (younger adults), 35 to 49 (middle-aged adults), and greater than or equal to 50 (older adults) years. Logistic regression evaluated the association between EAA and early-onset obesity or severity/burden of CHCs. Cox proportional hazards regression assessed the association between EAA and late mortality. Main Outcomes and Measures: Early-onset obesity, severity/burden of CHCs (graded using the Common Terminology Criteria for Adverse Events (grade 1, mild; 2, moderate; 3, severe/disabling; 4, life-threatening) and were combined into high vs low severity/burden based on frequency and grade), and late mortality were the outcomes based on follow-up until April 2020. Expanded DNA methylation profiling increased the number of survivors younger than 20 years (n = 690). Epigenetic age was calculated primarily using the Levine clock, and EAA was derived from least squares regression of EA against chronologic age and was standardized to a z score (Levine EEA). Results: Among 2846 participants (median age, 30.3 [IQR, 9.3-41.5] years; 53% males), the cross-sectional annual change in EA_Levine was higher in children (1.63 years) and adolescents (1.14 years), and the adjusted least-squares mean of Levine EEA was lower in children (-0.22 years) and older adults (-1.70 years). Each 1-SD increase in Levine EEA was associated with increased risk of developing early-onset obesity (odds ratio [OR], 1.46; 95% CI, 1.19-1.78), high severity/burden of CHCs (OR, 1.13; 95% CI, 1.03-1.24), and late mortality (hazard ratio, 1.75; 95% CI, 1.35-2.26). Conclusions and Relevance: The findings of this study suggest that EAA measured in children and adolescent survivors of childhood cancer is associated with early-onset obesity, severity/burden of all CHCs, and late mortality. Evaluating EAA may help identify survivors of childhood cancer at increased risk for early-onset obesity, morbidity in general, and mortality.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.