JAMA Surgery · 2012 · 1.1K citations · 60 references
MedicineEmergency MedicineHematologyResuscitationTransfusion MedicineTrauma Critical CarePlasma TransfusionPlatelet TransfusionRed Blood Cell TransfusionTransfusion SupportTransfusion TherapyTrauma ResuscitationIn-hospital MortalityPlatelet Transfusion In TraumaResuscitation In Trauma SurgeryTime-dependent Cox RegressionTransfusion In Trauma CareTransfusion RatiosTrauma Massive TransfusionTrauma Resuscitation With Plasma
The study aimed to examine how early plasma and platelet transfusion ratios relative to red blood cells affect in‑hospital mortality in severely transfused trauma patients. Using a prospective cohort of 1,245 adult trauma patients from 10 U.S. level‑I centers, the authors applied time‑dependent proportional hazards models to assess in‑hospital mortality and the evolving plasma:RBC and platelet:RBC ratios during the first 24 hours.
To relate in-hospital mortality to early transfusion of plasma and/or platelets and to time-varying plasma:red blood cell (RBC) and platelet:RBC ratios.Prospective cohort study documenting the timing of transfusions during active resuscitation and patient outcomes. Data were analyzed using time-dependent proportional hazards models.Ten US level I trauma centers.Adult trauma patients surviving for 30 minutes after admission who received a transfusion of at least 1 unit of RBCs within 6 hours of admission (n = 1245, the original study group) and at least 3 total units (of RBCs, plasma, or platelets) within 24 hours (n = 905, the analysis group).In-hospital mortality.Plasma:RBC and platelet:RBC ratios were not constant during the first 24 hours (P < .001 for both). In a multivariable time-dependent Cox model, increased ratios of plasma:RBCs (adjusted hazard ratio = 0.31; 95% CI, 0.16-0.58) and platelets:RBCs (adjusted hazard ratio = 0.55; 95% CI, 0.31-0.98) were independently associated with decreased 6-hour mortality, when hemorrhagic death predominated. In the first 6 hours, patients with ratios less than 1:2 were 3 to 4 times more likely to die than patients with ratios of 1:1 or higher. After 24 hours, plasma and platelet ratios were unassociated with mortality, when competing risks from nonhemorrhagic causes prevailed.Higher plasma and platelet ratios early in resuscitation were associated with decreased mortality in patients who received transfusions of at least 3 units of blood products during the first 24 hours after admission. Among survivors at 24 hours, the subsequent risk of death by day 30 was not associated with plasma or platelet ratios.
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Erik von Elm, Douglas G. Altman, Matthias Egger et al. · PLoS Medicine · 2007 · 21.6K citations · Full text
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Erik von Elm, Douglas G. Altman, Matthias Egger et al. · Journal of Clinical Epidemiology · 2008 · 16.4K citations · Full text
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Purposeful selection of variables in logistic regression
Zoran Bursac, C. Heath Gauss, David Williams et al. · Source Code for Biology and Medicine · 2008 · 3.9K citations · Full text
Matthew A. Borgman, Philip C. Spinella, Jeremy G. Perkins et al. · The Journal of Trauma: Injury, Infection, and Critical Care · 2007 · 1.6K citations
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