Evidence map›Paper›PMID 42050117›Full record

ArticlePediatric research2026

Measures of neonatal glycemia from blood glucose concentrations and neurodevelopmental outcomes at 2 years.

Robyn W May, Greg D Gamble, Christopher J D McKinlay, Deborah Harris, Jane E Harding, on behalf the CHYLD, pre-hPOD and hPOD study groups

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Article in Pediatric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Robyn W MayLiggins Institute, University of Auckland, Auckland, New Zealand.
Greg D GambleLiggins Institute, University of Auckland, Auckland, New Zealand.
Christopher J D McKinlayDepartment of Paediatrics: Child and Youth Health, University of Auckland, Auckland, New Zealand.
Deborah HarrisNursing and Midwifery Research, The University of Newcastle and Hunter New England Local Health District, Newcastle, NSW, Australia.
Jane E HardingLiggins Institute, University of Auckland, Auckland, New Zealand. j.harding@auckland.ac.nz.
on behalf the CHYLD, pre-hPOD and hPOD study groups

Funding

"Two year outcomes after dextrose gel prophylaxis for neonatal hypoglycaemia"R01HD091075 · NICHD · UNIVERSITY OF AUCKLAND · PI HARDING, JANE · 2018 to 2022
$2.0M
Children with Hypoglycemia and their Later Development (the CHYLD Study)R01HD069622 · NICHD · UNIVERSITY OF AUCKLAND · PI HARDING, JANE · 2011 to 2015
$1.7M
NICHD NIH HHS R01 HD069622NICHD NIH HHS R01 HD091075
6 · The paper itself

Abstract

backgroundNeonatal hypoglycemia is common and associated with adverse neurodevelopmental outcomes, but it is unclear which glycemic measures best explain this association.

methodsBlood glucose concentrations (BGC) from three prospective cohorts of late preterm and term babies born at risk of hypoglycemia, all screened and treated to maintain BGC ≥ 2.6 mmol/L, were used to derive both continuous (maximum, minimum, range, mean, median, standard deviation and variability metrics) and dichotomous glycemic measures (any, severe, recurrent and late hypoglycemic episodes). Generalized linear models adjusted for socioeconomic deprivation, site, primary risk of hypoglycemia and multiple birth related glycemic measures to outcomes at 2 years.

resultsWe analyzed 18,947 BGCs from 2,894 babies. Higher gradient variability was associated with poorer neurodevelopment, but dichotomous indicators were more strongly predictive; e.g. 1 SD increase in gradient variability was associated with -0.9-point adjusted mean Bayley motor score (95% confidence interval -1.4, -0.3), compared to -3.1 (-4.8, -1.5) for severe and -2.1 (-3.6, -0.6) for recurrent hypoglycemia. Associations were similar for Bayley cognitive and language and Brief P global executive composite scores.

conclusionsContinuous glycemic measures derived from intermittent capillary sampling are not stronger predictors of neurodevelopment at 2 years than dichotomous measures, although glycemic variability warrants further investigation. IMPACT: Beyond simple dichotomous classifications (e.g., hypoglycemic or not), little is known about how blood glucose profiles derived from intermittent heel-prick measurements relate to later neurodevelopmental outcomes in infants at risk of neonatal hypoglycemia. Prespecified glycemic measures were related to neurodevelopmental outcomes at 2 years using data from three longitudinal studies of children born at risk of neonatal hypoglycemia. While the dichotomous indicators of severe (<2.0 mmol/L) and recurrent (≥3 episodes) hypoglycemia are most strongly related to neurodevelopmental outcome, measures of glycemic variability also relate to neurodevelopmental risk in infants at risk of neonatal hypoglycemia.

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PMID42050117

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