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Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Embrace the Complexity: Agnostic Evaluation of Children's Neuropsychological Performances Reveals Hidden
Elisa Cainelli1, Luca Vedovelli2, Dario Gregori2
1Department of General Psychology, University of Padova, 35131 Padova, Italy.
Insights
Adverse pre/perinatal events significantly impact neurodevelopment. Unsupervised analysis revealed three groups of children aged 5-10, categorized by neurodevelopmental impairment severity rather than specific phenotypes.
Area of Science:
- Neuroscience
- Developmental Psychology
- Pediatrics
Background:
- Adverse pre/perinatal events profoundly affect neurodevelopment, with long-term consequences on academic, occupational, and life quality outcomes.
- These effects, though originating early, may manifest later in life when developmental demands increase.
Purpose of the Study:
- To investigate the impact of early life insults on neurodevelopment from an evolutionary perspective.
- To identify distinct developmental trajectories in children with adverse medical histories using unsupervised cluster analysis.
Main Methods:
- Unsupervised cluster analysis was performed on data from 114 children (aged 5-10) with conditions including prematurity, neonatal hypoxic-ischemic encephalopathy, and congenital heart disease, alongside healthy controls.
- Neuropsychological assessments covered general intelligence, language, attention, memory, executive functions, and social skills.
Main Results:
- Three distinct clusters emerged: cluster 1 (adequate profiles, good IQ/executive function), cluster 2 (variable profiles, normal range), and cluster 3 (multiple impairments).
- The analysis stratified children by overall neurodevelopmental severity, not by specific neuropsychological phenotypes.
- Findings suggest divergent developmental pathways: resilience with adequate development or pervasive vulnerability to neurodevelopmental disorders.
Conclusions:
- Early life adversity influences neurodevelopmental trajectories, leading to varied outcomes based on resilience or vulnerability.
- Cluster analysis provides a severity-based stratification, highlighting different developmental paths following early insults.
Abstract:
The most common adverse pre/perinatal events have a great impact on neurodevelopment, with avalanche effects on academic performance, occupational status, and quality of life. Although the injury process starts early, the effects may become evident much later, when life starts to pose more challenging demands. In the present work, we want to address the impact of early insults from an evolutionary perspective by performing unsupervised cluster analysis. We fed all available data, but not the group identification, into the algorithm for 114 children aged 5-10 years, with different adverse medical conditions: healthy (n = 30), premature (n = 28), neonatal hypoxic-ischemic encephalopathy (n = 28), and congenital heart disease (n = 28). We measured general intelligence and many neuropsychological domains (language, attention, memory, executive functions, and social skills). We found three emerging groups that identify children with multiple impairments (cluster 3), children with variable neuropsychological profiles but in the normal range (cluster 2), and children with adequate profiles and good performance in IQ and executive functions (cluster 1). Our analysis divided our patients by severity levels rather than by identifying specific neuropsychological phenotypes, suggesting different developmental trajectories that are characterized by good resilience to early stressful events with adequate development or by pervasive vulnerability to neurodevelopmental disorders.
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