Developmental patterns of white matter functional networks in neonates
Yuhan Wang1, Ningning Pan1, Zhuoshuo Li2
1School of Information Science and Engineering, Shandong Normal University, No.1 Daxue Road, Jinan, Shandong 250358, China.
Neuroimage
|May 8, 2025
Summary
This study reveals that white matter functional networks develop with age, showing lower connectivity in preterm infants. Preterm infants also exhibit altered spontaneous brain activity, impacting neonatal brain development.
Area of Science:
- Neuroscience
- Developmental Biology
- Medical Imaging
Background:
- Neonatal brain network development is a key research area.
- Previous studies focused mainly on gray matter functional networks.
- White matter (WM) functional networks in neonates remain less explored.
Purpose of the Study:
- To systematically investigate the developmental characteristics of neonatal white matter functional networks.
- To compare WM functional network development between preterm and full-term infants.
- To analyze the influence of age, sex, and hemispheric differences on WM networks.
Main Methods:
- Utilized resting-state functional magnetic resonance imaging (rs-fMRI) data from the Developing Human Connectome Project (dHCP).
- Analyzed data from 730 full-term and 157 preterm neonates.
- Identified ten large-scale WM functional networks and validated with diffusion tensor imaging (DTI).
Main Results:
- WM network functional connectivity increases with age; preterm infants show reduced connectivity compared to full-term infants.
- Preterm infants exhibit lower low-frequency amplitude and more unstable high-frequency activity in spontaneous brain activity.
- No significant differences in connectivity were found between sexes or hemispheres, but spontaneous activity showed variations.
Conclusions:
- Neonatal white matter functional networks demonstrate significant developmental trajectories influenced by preterm birth.
- Preterm birth is associated with altered functional connectivity and spontaneous activity in neonatal brain networks.
- Findings offer insights for clinical interventions and treatment strategies for preterm infants.
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