2021
DOI: 10.1016/j.bpsgos.2021.05.002
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Associations Between Neonatal Brain Structure, the Home Environment, and Childhood Outcomes Following Very Preterm Birth

Abstract: Background Very preterm birth is associated with an increased risk of childhood psychopathology and cognitive deficits. However, the extent to which these developmental problems associated with preterm birth are amenable to environmental factors or determined by neurobiology at birth remains unclear. Methods We derived neonatal brain structural covariance networks using non-negative matrix factorization in 384 very preterm infants (median gestational age [range], 30.29 … Show more

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Cited by 29 publications
(38 citation statements)
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“…In contrast, along PC2, better psychomotor performance covaries with subthreshold increased, rather than decreased, psychopathology (thus possibly reflecting more “pure” psychomotor functioning). This pattern is largely consistent with our previous observations in an independent cohort of slightly older very preterm born children (Vanes et al, 2021). Including the two components jointly in subsequent analyses allowed us to assess the neural and socio-demographic correlates of one while controlling for the other.…”
Section: Discussionsupporting
confidence: 93%
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“…In contrast, along PC2, better psychomotor performance covaries with subthreshold increased, rather than decreased, psychopathology (thus possibly reflecting more “pure” psychomotor functioning). This pattern is largely consistent with our previous observations in an independent cohort of slightly older very preterm born children (Vanes et al, 2021). Including the two components jointly in subsequent analyses allowed us to assess the neural and socio-demographic correlates of one while controlling for the other.…”
Section: Discussionsupporting
confidence: 93%
“…All variables were scaled to a mean of 0 and unit variance before PCA was performed. A permutation testing procedure was used to identify significant components, as described in more detail elsewhere (Vanes et al, 2021). To assess meaningful contribution of individual variables to the identified PCs, we defined the loading threshold as , equivalent to the loading value if all 10 variables included in the PCA loaded equally onto the same component.…”
Section: Methodsmentioning
confidence: 99%
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“…Perinatal cerebral hypoxia-ischemia and preterm birth are the most common causes of neurological disorders or impaired brain function of developmental origin ( Volpe, 2012 ; Vohr, 2014 ; Laptook, 2016 ; Vanes et al, 2021 ). Although current advances in medicine provide good perinatal care, 30% of premature babies who survive still suffer from neurodevelopmental motor, cognitive, or behavioral deficits in childhood or later in life ( Johnson, 2011 ; Franz et al, 2018 ).…”
Section: Introductionmentioning
confidence: 99%
“…Preterm infants, even in high-income countries, are exposed to an increased risk of adverse neonatal outcomes and long-term neurodevelopmental and behavioral sequelae, lower cognitive functioning, and ongoing respiratory and other morbidities [ 30 ]. However, a suitable home environment shows benefits in cognitive ability, even for very preterm infants [ 31 ].…”
Section: Introductionmentioning
confidence: 99%