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Updated: May 12, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Attention and internalizing behaviors in relation to white matter in children born preterm
Irene M Loe1, Eliana S Lee, Heidi M Feldman
1Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94304, USA. iloe@stanford.edu
Insights
Attention and internalizing behaviors in preterm children are linked to white matter integrity. Diffusion tensor imaging (DTI) reveals these associations, offering insights into neurobiology.
Area of Science:
- Neuroimaging
- Developmental Neuroscience
- Pediatric Neurology
Background:
- Diffusion tensor imaging (DTI) quantifies white matter tract integrity.
- Preterm birth can impact neurodevelopment and behavior.
- Understanding brain-behavior relationships in preterm children is crucial.
Purpose of the Study:
- To investigate the association between parent-rated behaviors (attention, internalizing, externalizing) and white matter fractional anisotropy (FA) in children born preterm.
- To compare these associations with those in full-term children.
Main Methods:
- Used DTI to assess white matter FA in children aged 9-16 years.
- Included 25 preterm (<36 weeks gestation) and 20 full-term children.
- Analyzed correlations between behavior scores and FA using Tract-Based Spatial Statistics.
Main Results:
- In preterm children, attention and internalizing behaviors correlated with whole skeleton FA and specific regions; poorer scores were linked to lower FA.
- Externalizing behaviors showed limited associations with FA in specific regions.
- No significant FA-behavior associations were found in full-term children.
Conclusions:
- Attention and internalizing behaviors in preterm children are associated with a widespread network of white matter tracts.
- Suggests shared neurobiological underpinnings for these behaviors.
- DTI aids in understanding behavioral variations in preterm populations.
Objective:
Diffusion tensor imaging (DTI) is a magnetic resonance imaging technique that provides quantitative characterization of white matter tracts in the brain. This study used DTI to examine the degree of association between parent-rated scores of attention, internalizing behaviors including anxiety symptoms, and externalizing behaviors and white matter fractional anisotropy (FA) in children born preterm.
Methods:
Participants were aged 9 to 16 years; 25 were born at <36 weeks of gestation (mean = 28.6 wk, birth weight = 1191 g) and 20 were full term. The authors analyzed the results using Tract-Based Spatial Statistics, a technique that generates a skeleton representing the core of white matter tracts throughout the brain. The authors examined the correlations between behavior scores and FA of (1) the whole skeleton and (2) the specific regions of interest.
Results:
In preterm children, scores on attention and internalizing behavior scales were each associated with whole skeleton FA and several regions of interest; unfavorable scores were consistently associated with lower FA. Externalizing behaviors were not associated with whole skeleton FA, but significant associations were found within a few regions of interest. The network of significant regions for attention and internalizing symptoms was widely distributed and overlapping. In full-term children, no associations of FA and behavior were significant.
Conclusions:
Attention and internalizing behaviors in preterm children were associated with FA in a widely distributed overlapping network of white matter tracts, suggesting common underlying neurobiology. DTI contributes to understanding individual differences in attention and behavior characteristics in children born preterm.
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