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

Author:

Pulli Elmo P.12ORCID,Nolvi Saara123,Eskola Eeva124,Nordenswan Elisabeth12,Holmberg Eeva12,Copeland Anni12ORCID,Kumpulainen Venla12ORCID,Silver Eero12,Merisaari Harri125ORCID,Saunavaara Jani6,Parkkola Riitta57,Lähdesmäki Tuire8,Saukko Ekaterina7,Kataja Eeva‐Leena12,Korja Riikka124,Karlsson Linnea129,Karlsson Hasse1210,Tuulari Jetro J.12101112

Affiliation:

1. FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine University of Turku Turku Finland

2. Centre for Population Health Research Turku University Hospital and University of Turku Turku Finland

3. Turku Institute for Advanced Studies, Department of Psychology and Speech‐Language Pathology University of Turku Turku Finland

4. Department of Psychology University of Turku Turku Finland

5. Department of Radiology University of Turku Turku Finland

6. Department of Medical Physics Turku University Hospital and University of Turku Turku Finland

7. Department of Radiology Turku University Hospital Turku Finland

8. Pediatric Neurology, Department of Pediatrics and Adolescent Medicine Turku University Hospital and University of Turku Turku Finland

9. Department of Pediatrics and Adolescent Medicine Turku University Hospital and University of Turku Turku Finland

10. Department of Psychiatry Turku University Hospital and University of Turku Turku Finland

11. Turku Collegium for Science, Medicine and Technology University of Turku Turku Finland

12. Department of Psychiatry University of Oxford Oxford UK

Abstract

AbstractNon‐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.

Funder

Päivikki ja Sakari Sohlbergin Säätiö

Juho Vainion Säätiö

Emil Aaltosen Säätiö

Turun Yliopistosäätiö

Suomen Lääketieteen Säätiö

Suomen Kulttuurirahasto

Academy of Finland

Signe ja Ane Gyllenbergin Säätiö

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

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