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Microstructural Changes of the Human Brain from Early to Mid-Adulthood
Lixia Tian1, Lin Ma1
1School of Computer and Information Technology, Beijing Jiaotong UniversityBeijing, China.
Human brain microstructural changes from early to mid-adulthood show significant decreases in fractional anisotropy (FA), driven by radial diffusivity (RD) increases and axial diffusivity (AD) decreases. These age-related brain changes are specific enough to estimate individual ages.
Area of Science:
- Neuroscience
- Radiology
- Gerontology
Background:
- Limited knowledge exists on human brain microstructural changes between early and mid-adulthood.
- Diffusion Tensor Imaging (DTI) provides insights into white matter integrity.
Purpose of the Study:
- To investigate age-related microstructural brain changes from early to mid-adulthood (18-55 years).
- To determine the specificity of these changes for age estimation.
Main Methods:
- Analysis of DTI data from 111 adults aged 18-55 years.
- Correlation analysis between age and DTI metrics (FA, MD, AD, RD) globally and regionally.
- Brain age estimation using elastic net multivariate pattern analysis.
Main Results:
- Significant negative correlations observed between age and FA, indicating decreased white matter integrity with age.
- FA decreases were driven by increases in radial diffusivity (RD) and decreases in axial diffusivity (AD).
- High accuracy in estimating chronological age from DTI metrics (R=0.62-0.69), demonstrating specificity of microstructural changes.
Conclusions:
- Statistically significant microstructural brain changes occur from early to mid-adulthood.
- These changes, particularly FA decreases, are specific enough to decode individual ages.
- Highlights the importance of accounting for age effects in neuroscience research.
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