Structural brain correlates of non-verbal cognitive ability in 5-year-old children: Findings from the FinnBrain birth cohort study
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Updated: Jul 18, 2025

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Published on: June 30, 2020
Elmo P Pulli1,2, Saara Nolvi1,2,3, Eeva Eskola1,2,4
1FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, University of Turku, Turku, Finland.
Insights
Non-verbal cognitive ability in 5-year-olds is linked to brain anatomy, specifically in frontal and occipital regions. This study highlights the right medial occipital region
Area of Science:
- Neuroscience
- Developmental Psychology
- Cognitive Science
Background:
- Non-verbal cognitive ability is crucial for life outcomes like academic and job performance.
- Previous research linked cognitive ability to parieto-frontal brain anatomy in adults and adolescents.
- Young children's non-verbal cognitive ability and its structural brain correlates remain understudied.
Purpose of the Study:
- To investigate the associations between cortical anatomy and non-verbal cognitive ability in 5-year-olds.
- To identify specific brain regions related to non-verbal cognitive performance in early childhood.
- To contribute to understanding the neurodevelopmental basis of cognitive abilities.
Main Methods:
- Utilized T1-weighted brain MRI scans from 165 5-year-old participants in the FinnBrain Birth Cohort study.
- Processed brain images using FreeSurfer for detailed cortical anatomy analysis.
- Assessed non-verbal cognitive ability via Performance Intelligence Quotient (PIQ) from Wechsler Preschool and Primary Scale of Intelligence (WPPSI-III) subtests.
Main Results:
- Positive associations found between PIQ scores and regional brain volumes in the left caudal middle frontal and right pericalcarine areas.
- PIQ scores also correlated positively with surface area in the left caudal middle frontal, left inferior temporal, and right lingual regions.
- No significant associations were observed between PIQ and cortical thickness; a novel link with the right medial occipital region's volume/surface area was identified.
Conclusions:
- This study provides the first examination of structural brain correlates of non-verbal cognitive ability in a large cohort of 5-year-olds.
- Findings align with prior research on older populations but add the significant discovery of the right medial occipital region's involvement.
- The right medial occipital region is proposed as a key area for future research on cognitive development in early childhood.
Abstract:
Non-verbal cognitive ability predicts multiple important life outcomes, for example, school and job performance. It has been associated with parieto-frontal cortical anatomy in prior studies in adult and adolescent populations, while young children have received relatively little attention. We explored the associations between cortical anatomy and non-verbal cognitive ability in 165 5-year-old participants (mean scan age 5.40 years, SD 0.13; 90 males) from the FinnBrain Birth Cohort study. T1-weighted brain magnetic resonance images were processed using FreeSurfer. Non-verbal cognitive ability was measured using the Performance Intelligence Quotient (PIQ) estimated from the Block Design and Matrix Reasoning subtests from the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-III). In vertex-wise general linear models, PIQ scores associated positively with volumes in the left caudal middle frontal and right pericalcarine regions, as well as surface area in left the caudal middle frontal, left inferior temporal, and right lingual regions. There were no associations between PIQ and cortical thickness. To the best of our knowledge, this is the first study to examine structural correlates of non-verbal cognitive ability in a large sample of typically developing 5-year-olds. The findings are generally in line with prior findings from older age groups, with the important addition of the positive association between volume / surface area in the right medial occipital region and non-verbal cognitive ability. This finding adds to the literature by discovering a new brain region that should be considered in future studies exploring the role of cortical structure for cognitive development in young children.
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