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Updated: Jan 23, 2026

Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research
Published on: June 7, 2024
Body Composition Is Not Related to Structural or Vascular Brain Changes
Pauline H Croll1,2, Daniel Bos1,2, Mohammad Arfan Ikram1
1Department of Epidemiology, Erasmus University Medical Center, Rotterdam, Netherlands.
Body composition like fat mass and fat-free mass does not directly impact brain changes over time. Initial associations between body composition and brain structure may stem from shared risk factors or cumulative effects.
Area of Science:
- Neuroimaging
- Metabolic Health
- Aging Research
Background:
- Obesity, measured by Body Mass Index (BMI), is linked to brain structure and cerebral small vessel disease (CSVD).
- BMI may not fully capture body composition.
- Longitudinal effects of body composition on the brain remain unclear.
Purpose of the Study:
- To investigate cross-sectional and longitudinal associations between detailed body composition measures and brain health.
- To differentiate the impact of fat mass and fat-free mass on brain structure and CSVD markers.
Main Methods:
- Utilized dual-energy X-ray absorptiometry (DXA) for body composition (BMI, fat mass index [FMI], fat-free mass index [FFMI]) and MRI for brain assessments.
- Assessed brain tissue volume, white matter microstructure (fractional anisotropy [FA], mean diffusivity [MD]), and CSVD markers (white matter hyperintensity volume, lacunes, microbleeds).
- Employed multivariable regression models for cross-sectional and longitudinal analyses over a median follow-up of 5.5 years in 1,844 participants.
Main Results:
- Higher BMI and FMI were cross-sectionally linked to smaller white matter volumes and altered white matter microstructure (higher FA and MD).
- Higher FFMI showed a cross-sectional association with larger gray matter volume.
- No statistically significant or clinically relevant longitudinal associations were found between body composition and changes in brain metrics.
Conclusions:
- Body composition, specifically fat mass and fat-free mass, does not appear to directly influence longitudinal changes in brain tissue volume, white matter integrity, or CSVD markers.
- Observed cross-sectional relationships between body composition and brain structure likely reflect shared underlying etiologies or cumulative exposure to risk factors.
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