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Updated: May 31, 2026

A Comparative Approach for Quantitative Cell Counting Studies in Widely Different Mammalian Brains
Published on: January 16, 2026
Stable individual differences dominate adult brain volume variation until later life
Edvard O S Grødem1,2, Didac Vidal-Pineiro1, Øystein Sørensen1
1Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.
Individual brain structure differences mainly reflect stable levels until age 60. After 60, aging trajectories increasingly explain variations in brain volume, highlighting the need to distinguish early stability from later changes.
Area of Science:
- Neuroscience
- Aging Research
- Biostatistics
Background:
- Individual differences in brain structure volumes are linked to neurological conditions and overall brain health.
- The extent to which these differences stem from early adulthood stability versus later-life aging trajectories remains unclear.
Purpose of the Study:
- To analyze the aging dynamics of six brain structure volumes in a large, cross-cohort longitudinal sample.
- To differentiate the contributions of stable early-life levels versus age-related changes to volumetric variance across adulthood.
Main Methods:
- Utilized magnetic resonance imaging (MRI) scans from 8,311 cognitively healthy adults (ages 18-97).
- Applied a stochastic dynamical model to estimate variability and persistence of structural brain changes.
- Calculated the proportion of variance attributable to stable levels versus rate-of-change differences.
Main Results:
- Before age 60, inter-individual brain volume differences are primarily due to stable individual levels.
- After age 60, differences in aging trajectories account for up to 50% of volumetric variation.
- Ventricular volume differences are linked to early adulthood changes; current brain-age models lack sensitivity to detect trajectory differences.
Conclusions:
- Distinguishing stable early adulthood brain volumes from systematic age-related changes is crucial for understanding adult brain aging.
- Reliability of imaging studies in detecting inter-individual brain changes increases significantly after age 60.
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