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Multivariable predictors of substantial blood loss in children undergoing craniosynostosis repair: implications for risk stratification
- Source :
- Paediatric anaesthesia. 26(10)
- Publication Year :
- 2016
-
Abstract
- Operative treatment of craniosynostosis is associated with substantial blood loss, often requiring transfusion of packed red blood cells (PRBC) and coagulation products.The aim of this prospective study was to analyze thromboelastographic (TEG) parameters and platelet fibrinogen product to determine predictors of substantial blood loss, and the need for PRBC transfusion and coagulation products.With IRB approval, we enrolled 120 children undergoing craniosynostosis repair with a standardized anesthetic, fluid management, and TEG measurements at predefined times. Outcomes of interest were intraoperative blood loss, and need for PRBC transfusion and coagulation products. Multivariable logistic regression and receiver operating characteristic (ROC) curve analysis was applied to determine independent predictors of substantial blood loss and need for coagulation products.One hundred and eighteen children were included in the analysis. Forty-four required PRBC transfusion (median 26 ml·kg(-1) ; IQR: 22-42) with median blood loss of 56 ml·kg(-1) (IQR: 43-83). Factors associated with the PRBC transfusion included type of surgery, duration of surgery, and three TEG parameters, α-angle, MA, and K-time (all P0.001). A predictive algorithm was developed by subgroup analysis of cranial vault reconstruction (CVR) patients for substantial intraoperative blood loss (defined as ≥60 ml·kg(-1) ) and need for coagulation products with ROC-derived cut-off values: platelet fibrinogen product,343; α-angle,62°; MA,55 mm; K-time,2.1 min. The best prognostic combination included at least two of these four predictors (sensitivity 89%, specificity 90%). Multivariable regression identified MA as the only independent predictor of coagulation product administration (P0.001) and ROC analysis identified MA46 mm as the optimal cut-off (sensitivity 86%, specificity 94%).Risk for substantial intraoperative blood loss can be assessed using TEG parameters and platelet fibrinogen product, whereas the need for coagulation products is strongly related to low MA. Patients susceptible to substantial blood loss can be risk stratified based on their TEG/platelet fibrinogen product profile.
- Subjects :
- Male
Blood Loss, Surgical
Fibrinogen
Logistic regression
Risk Assessment
Sensitivity and Specificity
03 medical and health sciences
Craniosynostoses
0302 clinical medicine
030202 anesthesiology
Blood Component Transfusion
medicine
Humans
Platelet
Blood Transfusion
Prospective Studies
Prospective cohort study
Receiver operating characteristic
business.industry
Infant
Thrombelastography
Anesthesiology and Pain Medicine
Coagulation
Anesthesia
Child, Preschool
Pediatrics, Perinatology and Child Health
Female
business
Packed red blood cells
030217 neurology & neurosurgery
medicine.drug
Subjects
Details
- ISSN :
- 14609592
- Volume :
- 26
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- Paediatric anaesthesia
- Accession number :
- edsair.doi.dedup.....832c4b04ff5ea0fe5b213cb9fb034187