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How to Measure Cortical Folding from MR Images: a Step-by-Step Tutorial to Compute Local Gyrification Index
Published on: January 2, 2012
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Minimal Relationship between Local Gyrification and General Cognitive Ability in Humans
Samuel R Mathias1,2, Emma E M Knowles1,2, Josephine Mollon1,2
1Department of Psychiatry, Boston Children's Hospital, Boston, MA 02115, USA.
Cerebral Cortex (New York, N.Y. : 1991)
|February 11, 2020
Summary
The link between brain gyrification (LGI) and general cognitive ability (g) is statistically significant but extremely weak. This suggests gyrification
Area of Science:
- Neuroscience
- Cognitive Science
- Human Genetics
Background:
- Previous research indicates a potential link between gyrification, a measure of cortical folding, and human cognitive abilities.
- The precise strength and neurobiological implications of the relationship between local gyrification (LGI) and general cognitive ability (g) remain insufficiently understood.
Purpose of the Study:
- To investigate the phenotypic and genetic correlations between local gyrification (LGI) and general cognitive ability (g) in large samples of related individuals.
- To quantify the effect size of the association between LGI and g and assess its neurobiological significance.
Main Methods:
- Structural brain magnetic resonance imaging (MRI) was used to calculate the local gyrification index (LGI) across thousands of cortical surface points.
- General cognitive ability (g) was assessed using standardized cognitive tests.
- Phenotypic and genetic correlations between LGI and g were analyzed in two samples of related individuals (N=2882).
Main Results:
- Phenotypic and genetic LGI-g correlations were positive and statistically significant in numerous cortical regions, replicating prior findings.
- However, all observed LGI-g correlations were exceptionally weak (median phenotypic correlations of 0.05 and 0.10).
- Correlations remained weak even after adjusting for intracranial volume and cortical surface area, with LGI explaining less than 11% of the variance in g.
Conclusions:
- The association between local gyrification and general cognitive ability is too weak to significantly advance our understanding of the neurobiology of intelligence.
- This study underscores the importance of considering effect sizes over statistical significance in large-scale neuroimaging research to avoid overstating findings.
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