Evidence map›Paper›PMID 41908535›Full record

ArticleFrontiers in pediatrics2026

Lab values in neonates with hypoxic ischemic encephalopathy over time during and after therapeutic hypothermia.

Michael Elias, Nikolay Bliznyuk, Daphna Yasova Barbeau, Sarah Sukumar, Juan Carlos Roig, Dhanashree Rajderkar, Livia Sura, James L Wynn, Michael D Weiss

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Article in Frontiers in pediatrics, 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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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Michael Elias *Department of Pediatrics, University of Florida, Gainesville, FL, United States.
Nikolay Bliznyuk *Departments of Agricultural and Biological Engineering, Biostatistics and Statistics, University of Florida, Gainesville, FL, United States.
Daphna Yasova BarbeauEnvision Physician Services, Davie, FL, United States.
Sarah SukumarDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Juan Carlos RoigDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Dhanashree RajderkarDepartment of Radiology, Division of Pediatric Radiology, University of Florida, Gainesville, FL, United States.
Livia SuraDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
James L WynnDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Michael D WeissDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Hypoxic-ischemic encephalopathy (HIE) remains a leading cause of neonatal neurological injury, and therapeutic hypothermia is the established treatment shown to reduce brain injury in neonates with moderate to severe HIE. The systemic laboratory response to hypoxic-ischemic injury and its relationship to brain injury severity are not fully understood. Methods: This retrospective cohort included 152 neonates born at a gestational age of 35 weeks or greater who met criteria for therapeutic hypothermia for HIE at UF Health Shands Children's Hospital between 2012 and 2024. Laboratory data were collected at seven time intervals from birth through rewarming and analyzed using linear mixed-effects models to characterize temporal trends. Temporal analyses revealed changes across metabolic, hepatic, and coagulation biomarkers during and after therapeutic hypothermia, with several values demonstrating significant variation at specific time points. Neonates were classified by sentinel event status (definite, probable, or none), and temporal trends demonstrated differences between the groups. The laboratory values were correlated with magnetic resonance imaging (MRI) injury severity using the Weeke scoring system. Results: Early metabolic derangements, including lower pH and more negative base deficit values, were significantly associated with higher MRI injury scores across all regions, including gray matter, white matter, and the cerebellum. Machine-learning models that integrate a combination of early laboratory timepoints improve the prediction of MRI-defined injury, with the best performance achieved using pH at T1, pCO₂ at T1, and lactate at T3 (adjusted Conclusion: These findings demonstrate temporal laboratory trajectories during and after therapeutic hypothermia, supporting the prognostic utility of serial biomarkers and machine-learning-based modeling in neonatal HIE.

Indexed as

encephalopathyhypoxic-ischemiclaboratory biomarkersneonatal brain injurytherapeutic hypothermia

Identifiers

PMID41908535
PMCPMC13017858

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