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Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
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Gender Differences Are Encoded Differently in the Structure and Function of the Human Brain Revealed by Multimodal
Xi Zhang1,2,3, Meng Liang2,3, Wen Qin3,4
1Department of Biomedical Engineering, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Frontiers in Human Neuroscience
|August 15, 2020
Summary
Gender differences exist in human brain structure and function, but these changes occur independently. Brain imaging reveals distinct patterns in gray matter volume, regional homogeneity, and functional connectivity between males and females.
Area of Science:
- Neuroscience
- Brain Imaging
- Human Anatomy
Background:
- Gender differences in brain structure and function are well-documented.
- The relationship between these structural and functional differences remains underexplored.
Purpose of the Study:
- To investigate gender differences in the human brain using structural and functional imaging.
- To determine the relationship between structural and functional brain differences between genders.
Main Methods:
- Employed univariate and multivariate approaches on a sample of 290 healthy adults (155 females).
- Utilized structural (gray matter volume - GMV) and functional (regional homogeneity - ReHo, functional connectivity - FC) imaging measures.
- Analyzed the overlap and correlation between GMV, ReHo, and FC differences.
Main Results:
- Univariate analyses identified significant gender differences in GMV, ReHo, and FC, primarily in frontal, parietal, occipital lobes, and cerebellum, with females generally showing higher values.
- Little overlap was found between structural (GMV) and functional (ReHo, FC) differences, and they were not correlated.
- Multivariate pattern analysis showed high classification accuracy for distinguishing genders based on GMV (94.3%), ReHo (90.73%), and FC (83.89%), with combined measures reaching 96.6%.
Conclusions:
- Gender differences are encoded distinctly in brain structure and function.
- Structural and functional brain differences between genders provide complementary information.
- The complex interplay between brain structure and function may explain gender-specific behavioral variations.
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