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Proteomic insights into the macaque insular parcellation based on structural connectivity gradients
Xinyi Liu1,2,3, Long Cao4,5, Zongchang Du1,2,3
1School of Artificial Intelligence, University of Chinese Academy of Sciences, No. 80 Zhongguancun East Road, Haidian District, Beijing 100049, China.
Structural connectivity (SC) gradients in the macaque insula reveal a four-subregion organization. This pattern aligns with gene expression, offering new insights into brain regionalization.
Area of Science:
- Neuroscience
- Brain Imaging
- Genomics
Background:
- Primate brains exhibit gradients across microstructure, macro-connectivity, and gene expression.
- The macaque insula's microstructural transitions are known, but its macro-connectivity and gene expression gradients are unclear.
Purpose of the Study:
- To investigate structural connectivity (SC) gradients in the macaque insula.
- To determine the relationship between SC gradients and gene expression.
- To test if SC gradients drive insular parcellation.
Main Methods:
- Analysis of high-resolution diffusion-weighted MR imaging data.
- Integration with spatially aligned proteomic data.
- Gradient analysis to identify patterns and correlations.
Main Results:
- A rostrocaudal organization of the dominant SC gradient was identified in the macaque insula.
- The first two SC gradients revealed a distinct four-subregion parcellation pattern.
- Proteomic profiles strongly correlated with the dominant SC gradient and aligned with the four-subregion pattern.
- SC gradients better explained protein expression variations than cortical thickness or T1w/T2w maps.
Conclusions:
- SC gradient analysis successfully identified a four-subregion parcellation of the macaque insula.
- This parcellation is strongly supported by spatial gene expression patterns.
- SC gradients are a key factor in understanding insular organization and heterogeneity.
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