Early-life nutrition supplementation and epigenetic age in middle-adulthood among Guatemalan adults
Chapnick, M.; Yu, E. A.; Smith, A. K.; Conneely, K. N.; Ramirez-Zea, M.; Qin, Z. S.; Staimez, L. R.; Vaccarino, V.; Stein, A. D.
Show abstract
ObjectivesEpigenetic clocks are biomarkers of aging. Epigenetic clocks are associated with early-life famine exposure. We investigated the impact of a cluster-randomized early-life nutrition intervention on epigenetic age. MethodsWe analyzed follow-up data from participants in the INCAP Nutrition Supplementation Trial, conducted in 4 villages in eastern Guatemala. DNA methylation was measured in buffy coat samples using the Illumina InfiniumTM MethylationEPICv2.0 array and standard quality control procedures. Epigenetic age was quantified using DunedinPACE, PhenoAge, and GrimAge. PhenoAge and GrimAge acceleration were calculated as residuals by regressing epigenetic age on chronological age. We used intent-to-treat difference-in-difference modeling to assess the impact of a protein-energy supplement provided during the first 1,000 days of life (conception to age 2y) on epigenetic age in middle adulthood. Covariates included sex, birth year, the trial supplement type (atole [intervention] vs. fresco [control]), exposure period of supplement (any of the first 1,000 days, other), and a random effect to account for sibships. The primary coefficient of interest was represented by the interaction between supplement type and exposure period. ResultsThe analysis included 1095 participants (mean age 45.0 y (SD 4.3); 60.3 % female, 40.3 % exposed to any atole during the first 1,000 days, mean DunedinPACE 1.2 (SD 0.1), Phenoage 46.7 y (SD 6.7), and GrimAge 56.3 y (SD 4.1). In difference-in-difference analyses, exposure to atole during any of the first 1,000-day period was associated with lower DunedinPACE (- 0.03, 95% CI -0.06, -0.004), PhenoAge acceleration (- 1.91 y, 95% CI -3.43, -0.39), and GrimAge acceleration (-0.85 y, 95% CI -1.53, -0.11) compared to other exposures. Following additional adjustment for cell type proportions, the direction of the coefficients remained the same but were no longer statistically significant. ConclusionsExposure to atole during the first 1,000 days was associated with modest reductions in epigenetic age as measured by DunedinPACE, PhenoAge, and GrimAge. These findings complement prior evidence of epigenetic age acceleration among individuals with early-life famine exposure.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genetic and Environmental Contributions to Epigenetic Aging Across Adolescence and Young Adulthood 97%
- Timing of Menarche and Menopause and Epigenetic Aging among U.S. Adults: Results from the National Health and Nutrition Examination Survey 1999-2002 96%
- Low Blood Levels of Selenium, Selenoprotein P and GPx3 are Associated with Accelerated Biological Aging: Results from the Berlin Aging Study II (BASE-II) 95%
Similar papers in this journal
- Associations of four biological age markers with child development: A multi-omic analysis in the European HELIX cohort 96%
- Quantification of the pace of biological aging in humans through a blood test: The DunedinPoAm DNA methylation algorithm 95%
- Lifestyles and their relative contribution to biological aging across multiple organ systems: change analysis from the China Multi-Ethnic Cohort Study 95%
Similar papers in this journal
- Relationship between five Epigenetic Clocks, Telomere Length and Functional Capacity assessed in Older Adults: Cross-sectional and Longitudinal Analyses 96%
- Evaluation of epigenetic and metabolomic biomarkers indicating biological age 95%
- Associations of Loneliness and Social Isolation with Healthspan and Lifespan in the US Health and Retirement Study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.