BMC Infectious Diseases · 2023 · 20 citations · 15 references
Veterinary MedicineHematologyInfectious DiseasesClinical EpidemiologyEpidemiologySepsisBiomarkers In SepsisMortality ModelingSepsis EpidemiologySepsis ManagementSepsis PrognosisSeptic Shock28-Day MortalityBinary Logistic RegressionCharlson Comorbidity IndexHemoglobin LevelsLaboratory-based PrognosticationLogistic RegressionSepsis Prediction ModelsSepsis Predictors
BACKGROUND: Previous studies found minimal evidence and raised controversy about the link between hemoglobin and 28-day mortality in sepsis patients. As a result, the purpose of this study was to examine the association between hemoglobin and 28-day death in sepsis patients by analyzing the Medical Intensive Care IV (MIMIC-IV) database from 2008 to 2019 at an advanced medical center in Boston, Massachusetts. METHODS: We extracted 34,916 sepsis patients from the MIMIC-IV retrospective cohort database, using hemoglobin as the exposure variable and 28-day death as the outcome variable, and after adjusting for confounders (demographic indicators, Charlson co-morbidity index, SOFA score, vital signs, medication use status (glucocorticoids, vasoactive drugs, antibiotics, and immunoglobulins, etc.)), we investigated the independent effects of hemoglobin and 28-day risk of death by binary logistic regression as well as two-piecewise linear model, respectively. RESULTS: Hemoglobin levels and 28-day mortality were shown to be non-linearly related.The inflection points were 104 g/L and 128 g/L, respectively. When HGB levels were between 41 and 104 g/L, there was a 10% decrease in the risk of 28-day mortality (OR: 0.90; 95% CI: 0.87 to 0.94, p-value = 0.0001). However, in the range of 104-128 g/L, we did not observe a significant association between hemoglobin and 28-day mortality (OR: 1.17; 95% CI: 1.00 to 1.35, P value = 0.0586). When HGB was in the range of 128-207 g/L, there was a 7% increase in the risk of 28-day mortality for every 1 unit increase in HGB (OR: 1.07; 95% CI: 1.01 to 1.15, P value = 0.0424). CONCLUSION: In patients with sepsis, baseline hemoglobin was related to a U-shaped risk of 28-day death. When HGB was in the range of 12.8-20.7 g/dL, there was a 7% increase in the risk of 28-day mortality for every 1 unit increase in HGB.
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R. Phillip Dellinger, Mitchell M. Levy, Andrew Rhodes et al. · Critical Care Medicine · 2013 · 9.7K citations
Veterinary Medicine, Infectious Diseases, Internal Medicine +9
Suicidal erythrocyte death in sepsis
Daniela S. Kempe, Ahmad Akel, Philipp A. Lang et al. · Journal of Molecular Medicine · 2006 · 309 citations
Erythropoietin response is blunted in critically ill patients
Peter Rogiers, H. Zhang, Marc Leeman et al. · Intensive Care Medicine · 1997 · 276 citations