Evidence map›Paper›PMID 41729217›Full record

Observational studyEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2026

Association between sustained moderate hyperglycemia within first 48 hours and poor functional outcome after polytrauma: A retrospective cohort study.

Matthias Manfred Deininger, Paul Wassersteiner, Nico Haehn, Judith Huth, Gernot Marx, Christian David Weber, Frank Hildebrand, Tim-Philipp Simon, Carina Benstoem, Thomas Breuer

Abstract readObservational Study
In one paragraph

Observational study in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Matthias Manfred DeiningerDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany. mdeininger@ukaachen.de.ORCID http://orcid.org/0000-0002-8627-0284
Paul WassersteinerDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.
Nico HaehnDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0009-0006-1095-0212
Judith HuthDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0009-0006-3508-2829
Gernot MarxDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0000-0003-0866-4234
Christian David WeberDepartment of Orthopaedic, Trauma and Reconstructive Surgery, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.ORCID http://orcid.org/0000-0001-8778-8002
Frank HildebrandDepartment of Orthopaedic, Trauma and Reconstructive Surgery, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.ORCID http://orcid.org/0000-0001-7729-9838
Tim-Philipp SimonDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0009-0001-3626-9015
Carina BenstoemDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0000-0002-4604-6771
Thomas BreuerDepartment of Intensive Care Medicine, Faculty of Medicine, RWTH Aachen University, Pauwelsstr. 30, Aachen, 52074, Germany.ORCID http://orcid.org/0000-0003-3804-8811

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeStress-induced hyperglycemia is a frequent metabolic response to polytrauma. To date, studies primarily analyzed its association with mortality; however, its effect on functional outcomes remain unclear. This study investigated the association between sustained hyperglycemia across metabolic phases and functional outcomes in polytraumatized ICU patients.

methodsThis retrospective single-center observational study included 176 adult ICU polytrauma patients admitted to a German level 1 university trauma center (2013–2023). Blood ​glucose was quantified using admission values, time-weighted averages, variability and time-unified hyperglycemic rate (TUHyperR; cutoffs 140/160/180 mg/dL) across the early “ebb” (≤ 48 h) and later “flow” (> 48 h) metabolic phases. Primary endpoint was functional outcome using Glasgow outcome scale (GOS; unfavorable GOS ≤ 3). Temporal trends were analyzed using mixed-effects models, and associations with outcomes were assessed using multivariable logistic regression.

resultsPatients with unfavorable outcomes (39.2%) had higher cumulative hyperglycemic exposure throughout their ICU stay. Hyperglycemia was consistently higher during ebb than flow phase. Moderate hyperglycemia during the ebb phase was also in multivariable analysis most discriminative: TUHyperR>140 mg/dL (OR 1.015, 95%-CI [1.004–1.025], p = 0.008) and TUHyperR>160 mg/dL (OR 1.016, 95%-CI [1.003–1.030], p = 0.017) were independently associated with unfavorable outcomes, whereas TUHyperR>180 mg/dL, admission, mean glucose values as well as glycemic variability were not.

conclusionProlonged moderate hyperglycemia within the first 48 h after polytrauma was independently associated with poor functional outcome at hospital discharge. These exploratory findings support the value of cumulative glycemic exposure as a potential risk marker and highlight the need for prospective studies to determine whether time-based glucose metrics might improve risk stratification and guide metabolic management in polytrauma ICU patients.

Indexed as

HyperglycemiaMultiple TraumaAdultBlood GlucoseFemaleGermanyGlasgow Outcome ScaleHumansIntensive Care UnitsMaleMiddle AgedRetrospective StudiesTime FactorsBlood GlucoseCritical careGlasgow outcome scalePolytraumaStress hyperglycemiaTime-unified hyperglycemic rate

Identifiers

PMID41729217
PMCPMC12929354

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.