Obesity

Adolescent weight gain trajectories and their associations with biological aging: a genetically informed study

Int J Obes (Lond)Published Prospective cohort study with Mendelian randomisation

Authors' conclusion

Our findings indicate that high BMI in adolescence may accelerate biological aging, especially in individuals with a genetic predisposition to high BMI.

Study context

Population
Participants of the Young Finns Study, ages 3–18 at baseline, followed from 1980 to 2018–2020; biological aging measured at three follow-ups (ages 15–56)2,045 with DNA methylation
Participants
3,596 participants
Exposure
Genetic liability to body mass index (BMI) (BMI-PRS) and adolescent BMI trajectories vs biological aging
Outcome
Biological aging estimated by DNA methylation epigenetic clocks DunedinPACE (years/calendar year) and PC-GrimAge (years)
Follow-up
Three follow-ups (ages 15-56)
Methodological detailsgenetically informed, latent growth curve modelling, path analysis, individual-level Mendelian randomisation
  • Genetically informed
  • Latent growth curve modelling
  • Path analysis
  • Individual-level Mendelian randomisation

Main finding

As reported in the abstract

Biological aging

Mendelian randomisation (MR) causal estimate, DunedinPACE in 2011

0.020

95% CI 0.008, 0.031

MR causal estimate, DunedinPACE in 2018

0.019

95% CI 0.003, 0.035

Observational data: associations, not effects.

Original publication

Adolescent weight gain trajectories and their associations with biological aging: a genetically informed study. Int J Obes (Lond). Published 12 August 2026. doi:10.1038/s41366-026-02194-0

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