Higher adolescent BMI linked to faster biological aging decades later

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by University of Jyväskylä

edited by Sadie Harley, reviewed by Robert Egan

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Biological aging does not always progress at the same rate as chronological age. Credit: University of Jyväskylä

A study by the Faculty of Sport and Health Sciences at the University of Jyväskylä, Finland, found that a high adolescent body mass index (BMI) may be linked to accelerated biological aging in adulthood. The findings, published in the International Journal of Obesity, suggest that adolescents with a higher BMI may age biologically faster than others do.

The researchers assessed participants' biological age and examined whether adolescent BMI was associated with the rate of biological aging.

"Our findings suggest that genetic predisposition to high body mass index is associated with accelerated biological aging," says doctoral researcher Anni Pitkänen. "Part of this association may be explained by the fact that the inherited predisposition is reflected in higher adolescent BMI."

Evidence suggesting a causal link

The researchers also used a method known as Mendelian randomization to investigate whether adolescent BMI has a causal effect on biological aging.

The results indicate that higher adolescent BMI may be causally associated with accelerated biological aging.

"Adolescents with both a genetic predisposition to high BMI and a high BMI may experience accelerated biological aging," Pitkänen explains. "This could increase their risk of developing obesity-related diseases later in life, as well as premature death."

The observed associations may partly reflect adult BMI, as a higher BMI during adolescence often continues into adult life, and obesity-related diseases typically develop over many years.

"The results of our study emphasize the importance of preventing overweight and obesity throughout the life course," Pitkänen notes.

Biological age measured using epigenetic clocks

Biological aging does not always progress at the same rate as chronological age. Faster biological aging has been linked to an increased risk of chronic diseases and premature death.

Measuring biological aging may help identify health risks associated with overweight and obesity before they become apparent in clinical assessments.

In the study, participants' biological age was assessed using DNA methylation-based epigenetic clocks, and computational models developed using machine learning methods.

The study included participants from the Cardiovascular Risk in Young Finns Study. Participants' BMI was measured during adolescence, between the ages of 9 and 18. The participants have been followed for approximately 40 years, with information on their health and lifestyle collected at multiple time points throughout the study.

Genetic predisposition to higher BMI was assessed using a polygenic risk score that summarizes the effects of hundreds of genetic variants associated with body mass index.

This study is the first publication arising from Pitkänen's doctoral dissertation, which examines body weight trajectories from childhood to adulthood and their links to genetics, environmental influences and biological aging.

The study is part of the GenActive project led by Associate Professor Elina Sillanpää. GenActive investigates how genetic inheritance and lifestyle interact in shaping common diseases, biological aging and a healthy life span.

Publication details

Anni Pitkänen et al, Adolescent weight gain trajectories and their associations with biological aging: a genetically informed study, International Journal of Obesity (2026). DOI: 10.1038/s41366-026-02194-0

Journal information: International Journal of Obesity

Key medical concepts

Polygenic Risk Scores

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Healthy agingWeight managementPediatricsPreventive medicineEndocrinologyChildren's healthHealthy living Provided by University of Jyväskylä Who's behind this story?

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