Neonatal brain injury influences structural connectivity and childhood functional outcomes.
Brain
/ physiopathology
Brain Injuries
/ physiopathology
Child
Connectome
/ methods
Diffusion Magnetic Resonance Imaging
/ methods
Female
Heart Defects, Congenital
/ physiopathology
Humans
Hypoxia-Ischemia, Brain
/ physiopathology
Infant, Newborn
Longitudinal Studies
Magnetic Resonance Imaging
/ methods
Male
Nerve Net
/ physiopathology
Neural Pathways
/ physiopathology
Prospective Studies
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2022
2022
Historique:
received:
28
06
2021
accepted:
21
12
2021
entrez:
5
1
2022
pubmed:
6
1
2022
medline:
22
2
2022
Statut:
epublish
Résumé
Neonatal brain injury may impact brain development and lead to lifelong functional impairments. Hypoxic-ischemic encephalopathy (HIE) and congenital heart disease (CHD) are two common causes of neonatal brain injury differing in timing and mechanism. Maturation of whole-brain neural networks can be quantified during development using diffusion magnetic resonance imaging (dMRI) in combination with graph theory metrics. DMRI of 35 subjects with CHD and 62 subjects with HIE were compared to understand differences in the effects of HIE and CHD on the development of network topological parameters and functional outcomes. CHD newborns had worse 12-18 month language (P<0.01) and 30 month cognitive (P<0.01), language (P = 0.05), motor outcomes (P = 0.01). Global efficiency, a metric of brain integration, was lower in CHD (P = 0.03) than in HIE, but transitivity, modularity and small-worldness were similar. After controlling for clinical factors known to affect neurodevelopmental outcomes, we observed that global efficiency was highly associated with 30 month motor outcomes (P = 0.02) in both groups. To explore neural correlates of adverse language outcomes in CHD, we used hypothesis-based and data-driven approaches to identify pathways with altered structural connectivity. We found that connectivity strength in the superior longitudinal fasciculus (SLF) tract 2 was inversely associated with expressive language. After false discovery rate correction, a whole connectome edge analysis identified 18 pathways that were hypoconnected in the CHD cohort as compared to HIE. In sum, our study shows that neonatal structural connectivity predicts early motor development after HIE or in subjects with CHD, and regional SLF connectivity is associated with language outcomes. Further research is needed to determine if and how brain networks change over time and whether those changes represent recovery or ongoing dysfunction. This knowledge will directly inform strategies to optimize neurologic functional outcomes after neonatal brain injury.
Identifiants
pubmed: 34986206
doi: 10.1371/journal.pone.0262310
pii: PONE-D-21-21117
pmc: PMC8730412
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0262310Subventions
Organisme : NINDS NIH HHS
ID : K23 NS099422
Pays : United States
Organisme : NINDS NIH HHS
ID : P01 NS082330
Pays : United States
Déclaration de conflit d'intérêts
I have read the journal’s policy and the authors of this manuscript have the following competing interests: Dawn Gano received grant funding from the following organizations within a 5 year period of this article: - Cerebral Palsy Alliance - UCSF preterm birth initiative funded by Marc & Lynne Benioff.
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