ArticleNeuroImage2021
Association between brain structural network efficiency at term-equivalent age and early development of cerebral palsy in very preterm infants.
Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03345069 (Early Prediction of Cognitive and Motor Deficits Using Advanced MRI in Very Preterm Infants), which is not on this map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Early Prediction of Cognitive and Motor Deficits Using Advanced MRI in Very Preterm Infants
Who cites it
8 citing papers in PubMed, 12 citations in OpenAlex.
- Altered Connectome Topology in Newborns at Risk for Cognitive Developmental Delay: A Cross-Etiologic Study.Human brain mapping · 2025Article
- Article
- Subventricular zone stem cell niche injury is associated with intestinal perforation in preterm infants and predicts future motor impairment.Cell stem cell · 2024Article
- Corpus Callosum Abnormalities at Term-Equivalent Age Are Associated with Language Development at 2 Years' Corrected Age in Infants Born Very Preterm.Journal of pediatrics. Clinical practice · 2024Article
- Structural covariance alterations reveal motor damage in periventricular leukomalacia.Brain communications · 2024Article
- Corpus callosum abnormalities at term-equivalent age are associated with language development at two years corrected age in infants born very preterm.medRxiv : the preprint server for health sciences · 2023Article
- The relationship between late (≥ 7 days) systemic dexamethasone and functional network connectivity in very preterm infants.Heliyon · 2023Article
- Prenatal tobacco smoke exposure and risk of brain abnormalities on magnetic resonance imaging at term in infants born very preterm.American journal of obstetrics & gynecology MFM · 2023Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Very preterm infants (born at less than 32 weeks gestational age) are at high risk for serious motor impairments, including cerebral palsy (CP). The brain network changes that antecede the early development of CP in infants are not well characterized, and a better understanding may suggest new strategies for risk-stratification at term, which could lead to earlier access to therapies. Graph theoretical methods applied to diffusion MRI-derived brain connectomes may help quantify the organization and information transfer capacity of the preterm brain with greater nuance than overt structural or regional microstructural changes. Our aim was to shed light on the pathophysiology of early CP development, before the occurrence of early intervention therapies and other environmental confounders, to help identify the best early biomarkers of CP risk in VPT infants. In a cohort of 395 very preterm infants, we extracted cortical morphometrics and brain volumes from structural MRI and also applied graph theoretical methods to diffusion MRI connectomes, both acquired at term-equivalent age. Metrics from graph network analysis, especially global efficiency, strength values of the major sensorimotor tracts, and local efficiency of the motor nodes and novel non-motor regions were strongly inversely related to early CP diagnosis. These measures remained significantly associated with CP after correction for common risk factors of motor development, suggesting that metrics of brain network efficiency at term may be sensitive biomarkers for early CP detection. We demonstrate for the first time that in VPT infants, early CP diagnosis is anteceded by decreased brain network segregation in numerous nodes, including motor regions commonly-associated with CP and also novel regions that may partially explain the high rate of cognitive impairments concomitant with CP diagnosis. These advanced MRI biomarkers may help identify the highest risk infants by term-equivalent age, facilitating earlier interventions that are informed by early pathophysiological changes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.