4.6 Article

Molecular basis underlying functional connectivity of fusiform gyrus subregions: A transcriptome-neuroimaging spatial correlation study

Journal

CORTEX
Volume 152, Issue -, Pages 59-73

Publisher

ELSEVIER MASSON, CORP OFF
DOI: 10.1016/j.cortex.2022.03.016

Keywords

Action editor Giuseppe Iaria; Fusiform gyrus; Subregion; Allen human brain atlas; Gene expression; Functional MRI; Resting-state functional; connectivity

Funding

  1. National Natural Science Foundation of China [81801679, 81771817, 82071905]

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This study investigated the connectivity variability across subregions of the fusiform gyrus (FG) and its molecular basis. The results showed that the left A37mv subregion had correlations between connectivity and the expression of 1063 genes, while the other subregions did not show expression-connectivity correlations. These genes were mainly associated with synaptic transmission, neurons, neurotransmitter systems, and autism spectrum disorder. They were specifically expressed in brain tissue, cortical neurons, and immune cells, and played a role in various behavioral domains.
The fusiform gyrus (FG) subserves a range of visual cognitive functions likely arising from its distinct subregions that present different connectivity profiles. Nevertheless, the molecular basis underlying such connectivity variability across FG subregions is still an open question. Resting-state functional magnetic resonance imaging (fMRI) data were collected from a discovery dataset (361 healthy subjects) and two independent cross-race, cross scanner validation datasets (103 and 329 healthy subjects). We adopted a newly developed standardized pipeline to process gene expression data from the Allen Human Brain Atlas. Fine-grained FG subregions derived from the Human Brainnetome Atlas were utilized to measure seed-based resting-state functional connectivity (rsFC). Then, transcriptomeneuroimaging spatial association analyses were conducted to identify genes related to rsFC of each FG subregion. Results showed that rsFC of the left A37mv was associated with expression measures of 1063 genes, while there were no expression-rsFC correlations for the other subregions. The 1063 genes were mainly enriched for biological functions and pathways related to synaptic transmission, neurons, and neurotransmitter systems as well as for autism spectrum disorder. Specific expression analyses revealed that these rsFCrelated genes were specifically expressed in brain tissue, in cortical neurons and immune cells, and during nearly all developmental periods. In addition, these genes were associated with multiple behavioral domains such as vision, language, and sensation. Finally, protein-protein interaction (PPI) analysis demonstrated that the genes could construct a PPI network with 37 hub genes. These findings may offer unique insights into the molecular basis underlying the functional heterogeneity of the FG.(c) 2022 Elsevier Ltd. All rights reserved.

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