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Updated: Feb 25, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Association of Neonatal Glycemia With Neurodevelopmental Outcomes at 4.5 Years
Christopher J D McKinlay1,2, Jane M Alsweiler1,2, Nicola S Anstice3
1Liggins Institute, The University of Auckland, Auckland, New Zealand.
Insights
Neonatal hypoglycemia did not increase overall neurosensory impairment risk. However, severe or undetected low blood sugar in newborns was linked to poorer executive and visual motor function later in childhood.
Area of Science:
- Neonatalogy
- Pediatric Neurology
- Developmental Pediatrics
Background:
- Neonatal hypoglycemia is a common complication during the transition period after birth.
- It poses a risk for permanent neurological impairment, yet optimal intervention thresholds remain unclear.
Purpose of the Study:
- To investigate the association between the severity and frequency of neonatal hypoglycemia and neurodevelopmental outcomes at 4.5 years of age.
- To test the hypothesis that neonatal hypoglycemia impacts later cognitive and motor functions.
Main Methods:
- Prospective cohort study (Children With Hypoglycemia and Their Later Development [CHYLD] Study) of 614 at-risk neonates.
- Clinicians and outcome assessors were masked to glucose levels.
- Neurodevelopmental assessments (cognitive, executive, visual, motor function) conducted at 4.5 years.
Main Results:
- Neonatal hypoglycemia was not associated with an increased risk of overall neurosensory impairment (477 children assessed).
- However, hypoglycemia correlated with a higher risk of impaired executive function and visual motor function.
- The highest risk was observed in infants with severe, recurrent, or clinically undetected (interstitial) hypoglycemic episodes.
Conclusions:
- Neonatal hypoglycemia, particularly when severe or undetected, is associated with dose-dependent risks to executive and visual motor function, potentially affecting later learning.
- Further randomized trials are necessary to establish optimal screening and intervention thresholds for neonatal hypoglycemia based on long-term neurodevelopmental assessments.
Importance:
Hypoglycemia is common during neonatal transition and may cause permanent neurological impairment, but optimal intervention thresholds are unknown.
Objective:
To test the hypothesis that neurodevelopment at 4.5 years is related to the severity and frequency of neonatal hypoglycemia.
Design, Setting, And Participants:
The Children With Hypoglycemia and Their Later Development (CHYLD) Study is a prospective cohort investigation of moderate to late preterm and term infants born at risk of hypoglycemia. Clinicians were masked to neonatal interstitial glucose concentrations; outcome assessors were masked to neonatal glycemic status. The setting was a regional perinatal center in Hamilton, New Zealand. The study was conducted from December 2006 to November 2010. The dates of the follow-up were September 2011 to June 2015. Participants were 614 neonates born from 32 weeks' gestation with at least 1 risk factor for hypoglycemia, including diabetic mother, preterm, small, large, or acute illness. Blood and masked interstitial glucose concentrations were measured for up to 7 days after birth. Infants with hypoglycemia (whole-blood glucose concentration <47 mg/dL) were treated to maintain blood glucose concentration of at least 47 mg/dL.
Exposures:
Neonatal hypoglycemic episode, defined as at least 1 consecutive blood glucose concentration less than 47 mg/dL, a severe episode (<36 mg/dL), or recurrent (≥3 episodes). An interstitial episode was defined as an interstitial glucose concentration less than 47 mg/dL for at least 10 minutes.
Main Outcomes And Measures:
Cognitive function, executive function, visual function, and motor function were assessed at 4.5 years. The primary outcome was neurosensory impairment, defined as poor performance in one or more domains.
Results:
In total, 477 of 604 eligible children (79.0%) were assessed. Their mean (SD) age at the time of assessment was 4.5 (0.1) years, and 228 (47.8%) were female. Those exposed to neonatal hypoglycemia (280 [58.7%]) did not have increased risk of neurosensory impairment (risk difference [RD], 0.01; 95% CI, -0.07 to 0.10 and risk ratio [RR], 0.96; 95% CI, 0.77 to 1.21). However, hypoglycemia was associated with increased risk of low executive function (RD, 0.05; 95% CI, 0.01 to 0.10 and RR, 2.32; 95% CI, 1.17 to 4.59) and visual motor function (RD, 0.03; 95% CI, 0.01 to 0.06 and RR, 3.67; 95% CI, 1.15 to 11.69), with highest risk in children exposed to severe, recurrent, or clinically undetected (interstitial episodes only) hypoglycemia.
Conclusions And Relevance:
Neonatal hypoglycemia was not associated with increased risk of combined neurosensory impairment at 4.5 years but was associated with a dose-dependent increased risk of poor executive function and visual motor function, even if not detected clinically, and may thus influence later learning. Randomized trials are needed to determine optimal screening and intervention thresholds based on assessment of neurodevelopment at least to school age.
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