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Modelling the association between fibrinogen concentration on admission and mortality in patients with massive transfusion after severe trauma: an analysis of a large regional database
Abstract : Background: The relationship between fibrinogen concentration and traumatic death has been poorly explored after severe trauma. Existing studies analysed this relationship in unselected trauma population, often considering fibrinogen concentration as a categorical variable. The aim of our study was to model the relationship between fibrinogen concentration and in-hospital mortality in severe trauma patients requiring massive transfusion using fibrinogen on admission as a continuous variable.
Methods: We designed a retrospective observational study based on prospectively collected data from 2009 to 2015 in seven French level-I trauma centres. All consecutive patients requiring a transfusion of at least 10 packed red blood cells (RBC) within 24 h were included. To assess the relationship between in-hospital death and fibrinogen concentration on admission, we performed generalized linear and additive models with death as a dependent variable. We also assessed the relationship between fibrinogen concentration below 1.5 g.L-1 and potential predictors.
Results: Within the study period, 366 patients were included. A non-linear relationship was found between fibrinogen concentration and death. Graphical modelling of this relationship depicted a negative association between fibrinogen levels and death below a fibrinogen concentration of 1.5 g.L-1. Predictors of low fibrinogen concentration (< 1.5 g.L-1) were systolic blood pressure, Glasgow coma scale and haemoglobin concentration on admission.
Conclusions: A complex and robust approach for modelling the relationship between fibrinogen and mortality revealed a critical fibrinogen threshold of 1.5 g.L-1 for severe trauma patients requiring massive transfusion. This trigger may guide the administration of procoagulant therapies in this context.
Cited literature [21 references]
https://hal.archives-ouvertes.fr/hal-01858905
Contributor : Isabelle Combe Connect in order to contact the contributor
Submitted on : Wednesday, August 22, 2018 - 5:30:32 PM
Last modification on : Tuesday, January 25, 2022 - 4:28:02 PM
Long-term archiving on: : Friday, November 23, 2018 - 6:30:44 PM
Contributor : Isabelle Combe Connect in order to contact the contributor
Submitted on : Wednesday, August 22, 2018 - 5:30:32 PM
Last modification on : Tuesday, January 25, 2022 - 4:28:02 PM
Long-term archiving on: : Friday, November 23, 2018 - 6:30:44 PM
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