Cited by 386Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and ApplicationsComplex Network Analysis Techniques

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The Neonatal Connectome During Preterm Brain Development

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van den Heuvel, Martijn P., Kersbergen, Karina J., de Reus, Marcel A., Keunen, Kristin, Kahn, René S., Groenendaal, Floris, de Vries, Linda S., Benders, Manon J.N.L.·2015·Cerebral Cortex

DOI 10.1093/cercor/bhu095PMC PMC4537441

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Abstract

The human connectome is the result of an elaborate developmental trajectory. Acquiring diffusion-weighted imaging and resting-state fMRI, we studied connectome formation during the preterm phase of macroscopic connectome genesis. In total, 27 neonates were scanned at week 30 and/or week 40 gestational age (GA). Examining the architecture of the neonatal anatomical brain network revealed a clear presence of a small-world modular organization before term birth. Analysis of neonatal functional connectivity (FC) showed the early formation of resting-state networks, suggesting that functional networks are present in the preterm brain, albeit being in an immature state. Moreover, structural and FC patterns of the neonatal brain network showed strong overlap with connectome architecture of the adult brain (85 and 81%, respectively). Analysis of brain development between week 30 and week 40 GA revealed clear developmental effects in neonatal connectome architecture, including a significant increase in white matter microstructure (P < 0.01), small-world topology (P < 0.01) and interhemispheric FC (P < 0.01). Computational analysis further showed that developmental changes involved an increase in integration capacity of the connectivity network as a whole. Taken together, we conclude that hallmark organizational structures of the human connectome are present before term birth and subject to early development.

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Authors: van den Heuvel, M. P., Kersbergen, K. J., de Reus, M. A., Keunen, K., Kahn, R. S., Groenendaal, F., de Vries, L. S., & Benders, M. J. N. L.
Affiliations: University Medical Center Utrecht (NL)
ORCID: Kersbergen, Karina J.
Keunen, Kristin
Kahn, René S.
Groenendaal, Floris
Benders, Manon J.N.L.
Venue: Cerebral Cortex
Publisher: Oxford University Press (OUP)
Published: 2014-05-15
Volume: 25
Issue: 9
Pages: 3000-3013
ISSN: 1047-3211 (ISSN-L)
1460-2199
DOI: 10.1093/cercor/bhu095
PMC: PMC4537441
OpenAlex: W2133182819
Cited by: 386
References: 121
Citations by year: 2026: 17 · 2025: 32 · 2024: 29 · 2023: 25 · 2022: 31 · 2021: 37 · 2020: 62 · 2019: 28 · 2018: 38 · 2017: 34 · 2016: 24 · 2015: 20 · 2014: 7
FWCI: 15.67
Type: journal article
Language: en
Open access: green
europepmc.org
Licence: cc-by-nc
Locations: Cerebral Cortex (publishedVersion)
Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
PubMed Central (publishedVersion, cc-by-nc)
PubMed (publishedVersion)
Pure Amsterdam UMC (publishedVersion, cc-by)
Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion, other-oa)
Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
Utrecht University Repository (Utrecht University) (submittedVersion)
Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
Funders: Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Topics: Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
Keywords: small-world networks, resting-state functional connectivity, resting-state networks, white matter microstructure, interhemispheric functional connectivity, gestational age, diffusion-weighted imaging, resting-state fMRI
MeSH terms: Adult, Brain, Female, Gestational Age, Humans, Image Processing, Computer-Assisted, Infant, Newborn, Magnetic Resonance Imaging, Male, Neural Pathways, Oxygen, Diffusion Magnetic Resonance Imaging, Premature Birth, Young Adult, Connectome, White Matter

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The Neonatal Connectome During Preterm Brain Development

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