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Published on: November 20, 2015
Early fluid status and severe intraventricular hemorrhage or death in extremely preterm infants
Lucinda J Weaver1, Samuel J Gentle1, Arie Nakhmani2
1Department of Pediatrics, University of Alabama at Birmingham, 1700 6Th Avenue South, WIC, Suite 9380, Birmingham, AL, 35233, USA.
Insights
Early fluid balance in extremely preterm infants is linked to severe intraventricular hemorrhage (sIVH) and death. Monitoring fluid status can improve prediction models for these critical outcomes.
Area of Science:
- Neonatalogy
- Pediatric Critical Care
- Perinatal Medicine
Background:
- Early postnatal fluid balance is a potential factor in severe intraventricular hemorrhage (sIVH) and mortality among extremely preterm infants.
- Understanding fluid dynamics in the first postnatal week is crucial for managing high-risk neonates.
Purpose of the Study:
- To investigate the association between early postnatal fluid balance measures and the risk of sIVH and/or death in extremely preterm infants.
- To evaluate the predictive performance of fluid balance metrics in identifying infants at risk for sIVH and/or death.
Main Methods:
- Retrospective cohort study of 932 infants (22-27 weeks gestation, ≥400g birth weight) from 2014-2021.
- Longitudinal mixed-effects models compared daily fluid balance (serum sodium, weight change, intake, output) in infants with and without sIVH/death.
- Regression and machine learning models were developed to predict sIVH/death, incorporating fluid balance and clinical variables.
Main Results:
- Lower percent weight change, higher fluid intake, higher sodium levels, and positive early fluid balance were significantly associated with sIVH and/or death.
- Models incorporating fluid balance measures showed improved prediction of sIVH/death (AUC increased from 0.75 to 0.80 for regression, 0.72 to 0.84 for machine learning).
Conclusions:
- Early postnatal fluid status is a significant indicator of sIVH and/or death risk in extremely preterm infants.
- Incorporating fluid balance measures substantially enhances the accuracy of predictive models for sIVH and/or death in this vulnerable population.
Background:
Measures of early postnatal fluid balance may be associated with severe intraventricular hemorrhage (sIVH) and/or death in extremely preterm infants in the first postnatal week.
Methods:
A single-center, retrospective cohort study including actively treated inborn infants weighing ≥ 400 g and 22-27 weeks' gestation from 2014-2021. Longitudinal mixed effect models compared daily fluid balance covariates including serum sodium, percent weight change, total fluid intake, urine output, and fluid balance (daily weight - birth weight /birth weight × 100) among infants with and without sIVH or death, during the first seven postnatal days. Multiple regression and machine learning models were developed to predict sIVH and/or death. Variables that were incorporated into the models included measures of fluid balance, gestational age, birth weight, antenatal corticosteroids, multiples, and sex.
Results:
We included 932 infants with mean ± SD gestational age of 25w2d ± 11d and birth weight of 746 ± 212 g of whom 195 (20.9%) had sIVH and/or death. Lower percentage weight change (p < 0.001), higher total fluid intake (p = 0.007), higher sodium (p = 0.007), and positive early fluid balance (p < 0.001) were associated with sIVH and/or death even after adjustment for baseline characteristics. The area under the receiver-operating curve (AUC) for regression models predicting sIVH and/or death incorporating baseline characteristics improved after adding fluid balance measures from 0.75 to 0.80, while the AUC for machine learning models improved from 0.72 to 0.84.
Conclusions:
In extremely preterm infants, early fluid status measures were associated with risk of sIVH and/or death. The addition of fluid status measures improves the performance of models predicting sIVH and/or death.
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