Genome-wide association study of working memory brain activation
Gabriëlla A M Blokland1, Angus K Wallace2, Narelle K Hansell3
1QIMR Berghofer Medical Research Institute, Royal Brisbane and Women's Hospital, 300 Herston Road, Brisbane, QLD, 4006, Australia; Centre for Advanced Imaging, The University of Queensland, St Lucia, QLD, 4072, Australia; School of Psychology, The University of Queensland, St Lucia, QLD, 4072, Australia.
This genome-wide association study explored brain activation during working memory tasks. While no variants met strict significance, the BANK1 gene region showed promise for influencing brain responses and potential links to neurological disorders.
Area of Science:
- Neurogenetics
- Cognitive Neuroscience
- Brain Imaging
Background:
- Working memory is crucial for cognitive function.
- Genetic factors influence brain activation patterns during cognitive tasks.
- Genome-wide association studies (GWAS) are powerful tools for identifying genetic variants associated with complex traits.
Purpose of the Study:
- To identify genetic variants associated with brain activation during the n-back working memory task using functional MRI.
- To investigate the heritability and reliability of brain activation in specific regions of interest (ROIs).
- To explore potential genetic underpinnings of working memory-related brain function and susceptibility to common brain disorders.
Main Methods:
- Functional MRI (fMRI) was used to measure brain activation (BOLD signal change) during an n-back task in 863 healthy twins and siblings.
- Regions of interest (ROIs) were defined based on heritability maps and group analyses.
- Genome-wide association analysis was performed on discovery (n=679) and replication (n=97) samples, examining over 500,000 genomic markers.
Main Results:
- Twenty ROIs demonstrated reliable and heritable working memory-related brain activation.
- No genetic variants reached stringent genome-wide significance after multiple testing correction.
- Thirty-one independent single nucleotide polymorphisms (SNPs) were associated with BOLD signal change at a discovery p<1x10⁻⁵, with two reaching p<1x10⁻⁷.
- SNPs near the BANK1 gene showed the strongest association with BOLD signal change in the left supramarginal gyrus.
Conclusions:
- The BANK1 gene region is a potential candidate for influencing brain activation during working memory tasks.
- BANK1's role in AKT signaling, part of the dopamine pathway, suggests a plausible mechanism for its involvement.
- Identified genetic variants may contribute to susceptibility to common disorders affecting brain function.
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