White matter maturation in the neonatal brain is predictive of school age cognitive capacities in children born very preterm

Publication date

2017-09

Authors

Keunen, Kristin
Benders, Manon J.N.L.ISNI 0000000388026661
Leemans, AlexanderORCID 0000-0002-9306-6126ISNI 0000000394149633
van Stam, Petronella C
Scholtens, Lianne H.
Viergever, MaxORCID 0000-0003-2582-042XISNI 0000000117491940
Kahn, René S.ISNI 0000000035067353
Groenendaal, FlorisORCID 0000-0002-9284-1637ISNI 0000000393055993
de Vries, Linda S.ISNI 0000000117704571
Van Den Heuvel, Martijn P.ISNI 0000000391123921

Editors

Advisors

Supervisors

Document Type

Article

Collections

Open Access logo

License

taverne

Abstract

AIM: To investigate the association between white matter organization in the neonatal brain and cognitive capacities at early school age in children born very preterm. METHOD: Thirty children born very preterm (gestational age median 27.5wks, interquartile range [IQR] 25.5-29.5; 18 males, 12 females) were included in this retrospective observational cohort study. Diffusion-weighted imaging (DWI) had been performed on a 3T system in the neonatal period (median 41.3 [IQR 40.0-42.6]wks) and cognitive functioning was formally assessed at age 5 years and 7 months (IQR 5.4-5.9y) using the Wechsler Preschool and Primary Scale of Intelligence. Structural connectivity maps were reconstructed from the DWI data using deterministic streamline tractography. Network metrics of global and local communication and mean fractional anisotropy of white matter pathways were related to IQ and processing speed at age 5 years using linear regression analyses. RESULTS: Mean fractional anisotropy was significantly related to Performance IQ at age 5 years (F=8.48, p=0.007). Findings persisted after adjustment for maternal education level. INTERPRETATION: Our findings provide evidence that the blueprint of later cognitive achievement is already present at term-equivalent age and suggest that white matter connectivity strength may be a valuable predictor for long-term cognitive functioning.

Keywords

Brain, Child, Child, Preschool, Cognition, Diffusion Magnetic Resonance Imaging, Female, Humans, Image Processing, Computer-Assisted, Infant, Extremely Premature, Infant, Newborn, Intelligence Tests, Linear Models, Male, Observational Study, Problem Behavior, Retrospective Studies, White Matter, Taverne, Journal Article, Observational Study

Citation

Keunen, K, Benders, M J, Leemans, A, Fieret-van Stam, P C, Scholtens, L H, Viergever, M A, Kahn, R S, Groenendaal, F, de Vries, L S & van den Heuvel, M P 2017, 'White matter maturation in the neonatal brain is predictive of school age cognitive capacities in children born very preterm', Developmental Medicine and Child Neurology, vol. 59, no. 9, pp. 939-946. https://doi.org/10.1111/dmcn.13487