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Genetic architecture of the structural connectome
Michael Wainberg1,2,3,4, Natalie J Forde5, Salim Mansour6
1Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada. m.wainberg@utoronto.ca.
Nature Communications
|March 4, 2024
Summary
Genetics significantly influences brain wiring. Genome-wide association studies reveal 30 genetic variants impacting myelinated axon connections, linking them to brain development and function.
Area of Science:
- Neurogenetics
- Connectomics
- Neuroimaging
Background:
- Long-range myelinated connections are crucial for rapid brain communication.
- The genetic underpinnings of structural brain connectivity remain largely unknown.
- Understanding genetic control is key to deciphering brain organization and function.
Purpose of the Study:
- To investigate the genetic architecture of structural brain connectivity.
- To identify genetic variants associated with white matter tract density and organization.
- To explore the neurodevelopmental pathways and functional implications of genetic influences on connectivity.
Main Methods:
- Genome-wide association studies (GWAS) on 206 structural connectivity measures from UK Biobank diffusion MRI tractography (N=26,333).
- Statistical analysis including Bonferroni correction to identify genome-wide significant variants.
- Analysis of genetic correlations with neuropsychiatric and cognitive traits, and heritability enrichment in specific cell types.
Main Results:
- Identified 30 independent genome-wide significant variants associated with structural connectivity.
- Implicated genes involved in myelination, neurite guidance, cell proliferation, migration, cytoskeletal organization, and metal transport.
- Demonstrated that structural connectivity is highly polygenic, spatially structured, and genetically correlated with neuropsychiatric and cognitive traits.
Conclusions:
- Pervasive, pleiotropic, and spatially structured genetic control of white matter connectivity exists.
- Genetic influences on connectivity are mediated by diverse neurodevelopmental pathways, including myelination and early brain development.
- These findings highlight the relevance of genetic control of structural connectivity to healthy brain function and neuropsychiatric disorders.
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