Nutritional Adequacy and Day-to-Day Energy Variability: Impacts on Outcomes in Severe Trauma Patients
Jovana Stanisavljevic, Nikola N. Grubor, Sergej Marjanovic, Ivan Palibrk, Mihailo Bezmarevic, Jelena Velickovic, Adi Hadzibegovic, Marija Milenkovic, Sanja Ratkovic, Bojan Jovanovic

TL;DR
This study shows that meeting energy and protein needs early in severe trauma care improves survival and reduces complications.
Contribution
The study introduces innovative statistical methods to analyze energy gaps and their impact on trauma patient outcomes.
Findings
Higher energy and protein delivery is linked to lower ICU mortality rates.
Greater day-to-day energy variability correlates with longer mechanical ventilation.
Better nutrition reduces the risk of nosocomial infections.
Abstract
Background: Optimal energy and protein delivery during the early phase of severe trauma remains unclear. Observational studies frequently contradict the findings of randomized controlled trials, raising concerns about confounding factors. The aim of this study is to assess nutritional adequacy and daily variability in the energy gaps and its impact on outcomes using innovative statistical methods. Methods: Prospective observational study enrolled severely injured patients in the ICU at the Level 1 trauma center between October 2023 to April 2025. To describe the evolution of calorie and protein deficits during the first 10-day ICU stay, we utilized a linear mixed-effects model to estimate each patient’s individual energy gap trajectory. Results: 286 patients were analyzed. Median APACHE II and ISS score was 16.0 (12.0–20.0) and 22.0 (18.0–27.0), respectively. Mortality rate was 35.3%.…
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Taxonomy
TopicsClinical Nutrition and Gastroenterology · Nutrition and Health in Aging · Abdominal Surgery and Complications
