Altered resting-state whole-brain functional networks of neonates with intrauterine growth restriction

Cortex. 2016 Apr;77:119-131. doi: 10.1016/j.cortex.2016.01.012. Epub 2016 Jan 29.


The feasibility to use functional MRI (fMRI) during natural sleep to assess low-frequency basal brain activity fluctuations in human neonates has been demonstrated, although its potential to characterise pathologies of prenatal origin has not yet been exploited. In the present study, we used intrauterine growth restriction (IUGR) as a model of altered neurodevelopment due to prenatal condition to show the suitability of brain networks to characterise functional brain organisation at neonatal age. Particularly, we analysed resting-state fMRI signal of 20 neonates with IUGR and 13 controls, obtaining whole-brain functional networks based on correlations of blood oxygen level-dependent (BOLD) signal in 90 grey matter regions of an anatomical atlas (AAL). Characterisation of the networks obtained with graph theoretical features showed increased network infrastructure and raw efficiencies but reduced efficiency after normalisation, demonstrating hyper-connected but sub-optimally organised IUGR functional brain networks. Significant association of network features with neurobehavioral scores was also found. Further assessment of spatiotemporal dynamics displayed alterations into features associated to frontal, cingulate and lingual cortices. These findings show the capacity of functional brain networks to characterise brain reorganisation from an early age, and their potential to develop biomarkers of altered neurodevelopment.

Keywords: Brain mapping; Connectomics; Fetal growth retardation; Newborn; fMRI.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / analysis
  • Brain / growth & development*
  • Brain / physiopathology*
  • Brain Mapping*
  • Female
  • Fetal Growth Retardation / physiopathology*
  • Humans
  • Infant
  • Infant, Newborn
  • Magnetic Resonance Imaging / methods
  • Male
  • Nerve Net / physiopathology*
  • Rest / physiology*


  • Biomarkers