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

dc.contributor.authorPulli Elmo P
dc.contributor.authorNolvi Saara
dc.contributor.authorEskola Eeva
dc.contributor.authorNordenswan Elisabeth
dc.contributor.authorHolmberg Eeva
dc.contributor.authorCopeland Anni
dc.contributor.authorKumpulainen Venla
dc.contributor.authorSilver Eero
dc.contributor.authorMerisaari Harri
dc.contributor.authorSaunavaara Jani
dc.contributor.authorParkkola Riitta
dc.contributor.authorLähdesmäki Tuire
dc.contributor.authorSaukko Ekaterina
dc.contributor.authorKataja Eeva-Leena
dc.contributor.authorKorja Riikka
dc.contributor.authorKarlsson Linnea
dc.contributor.authorKarlsson Hasse
dc.contributor.authorTuulari Jetro J
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=lastentautioppi|en=Paediatrics and Adolescent Medicine|
dc.contributor.organizationfi=psykiatria|en=Psychiatry|
dc.contributor.organizationfi=psykologia|en=Psychology|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.15586825505
dc.contributor.organization-code1.2.246.10.2458963.20.16217176722
dc.contributor.organization-code1.2.246.10.2458963.20.40612039509
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code2603103
dc.contributor.organization-code2607316
dc.converis.publication-id180580703
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/180580703
dc.date.accessioned2025-08-27T23:56:57Z
dc.date.available2025-08-27T23:56:57Z
dc.description.abstract<p>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.<br></p>
dc.identifier.eissn1097-0193
dc.identifier.jour-issn1065-9471
dc.identifier.olddbid204921
dc.identifier.oldhandle10024/187948
dc.identifier.urihttps://www.utupub.fi/handle/11111/53652
dc.identifier.urlhttps://onlinelibrary.wiley.com/doi/10.1002/hbm.26463
dc.identifier.urnURN:NBN:fi-fe2025082790587
dc.language.isoen
dc.okm.affiliatedauthorPulli, Elmo
dc.okm.affiliatedauthorNolvi, Saara
dc.okm.affiliatedauthorEskola, Eeva
dc.okm.affiliatedauthorNordenswan, Elisabeth
dc.okm.affiliatedauthorHolmberg, Eeva
dc.okm.affiliatedauthorCopeland, Anni
dc.okm.affiliatedauthorKumpulainen, Venla
dc.okm.affiliatedauthorSilver, Eero
dc.okm.affiliatedauthorMerisaari, Harri
dc.okm.affiliatedauthorSaunavaara, Jani
dc.okm.affiliatedauthorParkkola, Riitta
dc.okm.affiliatedauthorLähdesmäki, Tuire
dc.okm.affiliatedauthorSaukko, Ekaterina
dc.okm.affiliatedauthorKataja, Eeva-Leena
dc.okm.affiliatedauthorKorja, Riikka
dc.okm.affiliatedauthorKarlsson, Linnea
dc.okm.affiliatedauthorKarlsson, Hasse
dc.okm.affiliatedauthorTuulari, Jetro
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3112 Neurosciencesen_GB
dc.okm.discipline3124 Neurology and psychiatryen_GB
dc.okm.discipline515 Psychologyen_GB
dc.okm.discipline3112 Neurotieteetfi_FI
dc.okm.discipline3124 Neurologia ja psykiatriafi_FI
dc.okm.discipline515 Psykologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherWiley
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1002/hbm.26463
dc.relation.ispartofjournalHuman Brain Mapping
dc.source.identifierhttps://www.utupub.fi/handle/10024/187948
dc.titleStructural brain correlates of non-verbal cognitive ability in 5-year-old children: Findings from the FinnBrain birth cohort study
dc.year.issued2023

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