Genome MedicineGenetic & Genomic MedicinePeer-reviewed journal article
Persistent Variations of Blood DNA Methylation Associated with Treatment Exposures and Risk for Cardiometabolic Outcomes among Long-term Survivors of Childhood Cancer: A Report from the St. Jude Lifetime Cohort
Nan SongiD, Chia‐Wei HsuiD, Haitao PaniD, Yinan ZhengiD, Lifang HouiD, Jin-Ah SimiD, Zhenghong Li, Heather L. MulderiD, John B. EastoniD, Emily V. WalkeriD, Geoffrey A. M. NealeiD, Carmen Louise WilsoniD, Kirsten K. NessiD, Kevin R. KrulliD, Deo Kumar SrivastavaiD, Yutaka YasuiiD, Jinghui ZhangiD, Melissa Maria HudsoniD, Leslie L. RobisoniD, I‐Chan HuangiD, Zhaoming WangiD
Abstract
BackgroundIt is well-established that cancer treatment substantially increases risk of long-term adverse health outcomes among childhood cancer survivors. However, there is limited research on the underlying mechanisms. To elucidate the pathophysiology and a possible causal pathway from treatment exposures to cardiometabolic conditions, we conducted epigenome-wide association studies (EWAS) to identify DNA methylation (DNAm) sites associated with cancer treatment exposures and examined whether treatment-associated DNAm sites mediate associations between specific treatments and cardiometabolic conditions. MethodsWe included 2,052 survivors (median age 33.7 years) of European ancestry from the St. Jude Lifetime Cohort Study, a retrospective hospital-based study with prospective clinical follow-up. Cumulative doses of chemotherapy and region-specific radiation were abstracted from medical records. Seven cardiometabolic conditions were clinically assessed. DNAm profile was measured using MethylationEPIC BeadChip with blood-derived DNA. ResultsBy performing multiple treatment-specific EWAS, we identified 2,894 5-cytosine-phosphate-guanine-3' (CpG) sites mapped to 1,583 gene/regions associated with one or more cancer treatments at epigenome-wide significance level (P < 9x10-8). Among the treatment-associated CpGs, 298 were associated with obesity, 85 with hypercholesterolemia, 41 with hypertriglyceridemia, and four with abnormal glucose metabolism (False-Discovery-Rate-Adjusted P<0.05). We observed full mediation by methylation at five independent CpGs for association between abdominal field radiotherapy (abdominal-RT) and risk of hypertriglyceridemia, nearly full mediation (99.5%) by methylation at nine CpGs for association between abdominal-RT and hypercholesterolemia, and partial mediation (42.1%) by methylation at two CpGs for association between abdominal-RT and abnormal glucose metabolism. In addition, six CpGs partially mediated the association between brain-RT and obesity with 58.6% mediation effect, two CpGs mediated the association between glucocorticoids and obesity (32.2%) and between brain-RT and hypertriglyceridemia (15.5%). Notably, several mediator CpGs reside in the proximity of well-established dyslipidemia genes: cg17058475 (CPT1A), cg11851174 (RAI1) and cg22976567 (LMNA). ConclusionsIn childhood cancer survivors, prior cancer treatments are associated with DNAm variations present decades following the exposure. Treatment-associated DNAm sites may mediate the causal pathway from specific treatment exposures to certain cardiometabolic conditions, suggesting the utility of DNAm sites as risk predictors and potential mechanistic targets for future intervention studies.
- organism: human
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 35
- FWCI
- 5.68
- Field percentile
- top 3%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Generalizability of "GWAS hits" in clinical populations: Lessons from childhood cancer survivors
Cindy Im, Na Qin, … Yutaka Yasui·The American Journal of Human GeneticsPeer-reviewed·Sep 17, 2020
- Longitudinal Study of Leukocyte DNA Methylation and Biomarkers for Cancer Risk in Older Adults
A. H. Bartlett, J. W. Liang, … K. Mozhui·bioRxiv·Apr 3, 2019
- DNA methylation modules associate with incident cardiovascular disease and cumulative risk factor exposure
Kenneth E. Westerman, Paola Sebastiani B, … José María Ordovás·Clinical EpigeneticsPeer-reviewed·Oct 15, 2019
- DNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan
Jenny van Dongen, Fiona A. Hagenbeek, … Dorret Irene Boomsma·bioRxiv·Jul 22, 2020
- Cohort Profile: Epigenetics in Pregnancy (EPIPREG)-population-based sample of European and South Asian pregnant women living in Norway with epigenome-wide DNA methylation (850k) in peripheral blood leukocytes
Nicolás Fragoso-Bargas, Julia O. Opsahl, … Christine Sommer·PLoS ONEPeer-reviewed·Aug 13, 2021
- The DNA methylation landscape of five pediatric-tumor types
Alyssa Parker, Badí Quinteros, Stephen Piccolo·PeerJPeer-reviewed·Jun 10, 2022