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Published on: June 11, 2012
Early Glucose Variability Is Associated with Mortality in Critically Ill Children: A Retrospective Pediatric
George Briassoulis1, Maria Biliraki1, Petros Stathakis1
1Postgraduate Program "Emergency and Intensive Care of Children, Adolescents and Young Adults", School of Medicine, University of Crete, 70013 Heraklion, Greece.
Insights
Early glucose variability in critically ill children predicts mortality. Standard deviation (SD) of glucose levels in the first 72 hours showed the strongest association with pediatric intensive care unit (PICU) mortality.
Area of Science:
- Pediatric critical care medicine
- Endocrinology
- Metabolic disorders
Background:
- Critical illness often causes glucose homeostasis dysregulation, leading to increased glucose variability (GV).
- Early glycemic instability in critically ill children may indicate disease severity and metabolic stress.
Purpose of the Study:
- To assess the prognostic value of early glucose variability (GV) indices within the first 72 hours of pediatric intensive care unit (PICU) admission.
- To investigate the association between GV indices, organ dysfunction, and adverse outcomes in pediatric patients.
Main Methods:
- Retrospective observational study of 248 children admitted to the PICU (October 2022 - July 2024).
- Calculated GV indices (SD, CV, GLI, MAG, ACACP) from glucose measurements within the first 72 hours.
- Assessed associations with illness severity (PELOD-2, lactate) and outcomes (mortality) using correlation, logistic regression, and ROC analysis.
Main Results:
- GV indices were intercorrelated and associated with PELOD-2 and lactate levels.
- Non-survivors exhibited higher GV values compared to survivors.
- Standard deviation (SD) was strongly associated with mortality (OR 4.82) and showed discrimination comparable to PELOD-2 score.
Conclusions:
- Early glucose variability in the first 72 hours of PICU admission is linked to illness severity and mortality in children.
- SD emerged as a significant predictor of mortality, alongside the PELOD-2 score.
- Further prospective multicenter studies are needed to validate these findings for routine prognostic use.
Abstract:
Background: Critical illness is frequently accompanied by dysregulated glucose homeostasis, resulting in increased glucose variability (GV). Beyond absolute hyperglycemia or hypoglycemia, early glycemic instability may reflect disease severity and metabolic stress in critically ill children. Objective: To evaluate the prognostic value of early GV indices during the first 72 h of pediatric intensive care unit (PICU) admission and to examine their association with organ dysfunction and adverse outcomes. Methods: This retrospective observational study included children admitted to the PICU between October 2022 and July 2024 with a length of stay greater than 72 h. Clinical and laboratory data were extracted from electronic health records. GV indices were calculated from glucose measurements obtained during the first 72 h after admission and included mean absolute glucose change (MAG), glycemic lability index (GLI), standard deviation (SD), coefficient of variation (CV), and average consecutive absolute change percentage (ACACP). Associations with severity of illness and outcome were assessed using correlation analysis, exploratory multivariable logistic regression, and receiver operating characteristic (ROC) analysis. Results: A total of 248 patients were included (mean age 7.1 ± 5.9 years; 143 [57.7%] male; mortality 7.3%), with a mean of 15.9 ± 4.0 glucose measurements per patient during the first 72 h. GV indices were strongly intercorrelated (all p < 0.001) and were associated with PELOD-2 and/or lactate levels (p < 0.05). Non-survivors had higher GV values than survivors. In exploratory multivariable logistic regression, SD (OR 4.82, 95% CI 2.2-10.4, p < 0.001) and PELOD-2 score (OR 1.68, 95% CI 1.3-2.2, p = 0.004) were associated with mortality. In ROC analysis, SD and PELOD-2 showed similarly strong discrimination for PICU mortality, with no significant difference by DeLong testing. GLI (AUROC 0.70, p = 0.004), ACACP (AUROC 0.68, p = 0.005), and CV (AUROC 0.66, p = 0.027) showed fair discrimination, whereas MAG and lactate were not significant predictors. Conclusions: In this single-center retrospective PICU cohort, early glucose variability during the first 72 h of admission was associated with illness severity and PICU mortality. Among the evaluated indices, SD showed the strongest association with mortality and remained associated with outcome together with PELOD-2 in an exploratory model. These findings should be interpreted as associative and hypothesis-generating; prospective multicenter studies with standardized glucose monitoring and formal incremental prediction analyses are required before GV can be incorporated into routine prognostic assessment.
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