Skip to main content
Top
Published in: European Journal of Trauma and Emergency Surgery 1/2013

01-02-2013 | Original Article

Serial lactate and admission SOFA scores in trauma: an analysis of predictive value in 724 patients with and without traumatic brain injury

Authors: C. Dübendorfer, A. T. Billeter, B. Seifert, M. Keel, M. Turina

Published in: European Journal of Trauma and Emergency Surgery | Issue 1/2013

Login to get access

Abstract

Objective

Arterial lactate, base excess (BE), lactate clearance, and Sequential Organ Failure Assessment (SOFA) score have been shown to correlate with outcome in severely injured patients. The goal of the present study was to separately assess their predictive value in patients suffering from traumatic brain injury (TBI) as opposed to patients suffering from injuries not related to the brain.

Materials and methods

A total of 724 adult trauma patients with an Injury Severity Score (ISS) ≥ 16 were grouped into patients without TBI (non-TBI), patients with isolated TBI (isolated TBI), and patients with a combination of TBI and non-TBI injuries (combined injuries). The predictive value of the above parameters was then analyzed using both uni- and multivariate analyses.

Results

The mean age of the patients was 39 years (77 % males), with a mean ISS of 32 (range 16–75). Mortality ranged from 14 % (non-TBI) to 24 % (combined injuries). Admission and serial lactate/BE values were higher in non-survivors of all groups (all p < 0.01), but not in patients with isolated TBI. Admission SOFA scores were highest in non-survivors of all groups (p = 0.023); subsequently septic patients also showed elevated SOFA scores (p < 0.01), except those with isolated TBI. In this group, SOFA score was the only parameter which showed significant differences between survivors and non-survivors. Receiver operating characteristic (ROC) analysis revealed lactate to be the best overall predictor for increased mortality and further septic complications, irrespective of the leading injury.

Conclusion

Lactate showed the best performance in predicting sepsis or death in all trauma patients except those with isolated TBI, and the differences were greatest in patients with substantial bleeding. Following isolated TBI, SOFA score was the only parameter which could differentiate survivors from non-survivors on admission, although the SOFA score, too, was not an independent predictor of death following multivariate analysis.
Literature
1.
go back to reference Manikis P, Jankowski S, Zhang H, Kahn RJ, Vincent JL. Correlation of serial blood lactate levels to organ failure and mortality after trauma. Am J Emerg Med. 1995;13(6):619–22.PubMedCrossRef Manikis P, Jankowski S, Zhang H, Kahn RJ, Vincent JL. Correlation of serial blood lactate levels to organ failure and mortality after trauma. Am J Emerg Med. 1995;13(6):619–22.PubMedCrossRef
2.
go back to reference Abramson D, Scalea TM, Hitchcock R, Trooskin SZ, Henry SM, Greenspan J. Lactate clearance and survival following injury. J Trauma. 1993;35(4):584–8; discussion 588–9.PubMedCrossRef Abramson D, Scalea TM, Hitchcock R, Trooskin SZ, Henry SM, Greenspan J. Lactate clearance and survival following injury. J Trauma. 1993;35(4):584–8; discussion 588–9.PubMedCrossRef
3.
go back to reference Arnold RC, Shapiro NI, Jones AE, Schorr C, Pope J, Casner E, Parrillo JE, Dellinger RP, Trzeciak S; Emergency Medicine Shock Research Network (EMShockNet) Investigators. Multicenter study of early lactate clearance as a determinant of survival in patients with presumed sepsis. Shock. 2009;32(1):35–9.PubMedCrossRef Arnold RC, Shapiro NI, Jones AE, Schorr C, Pope J, Casner E, Parrillo JE, Dellinger RP, Trzeciak S; Emergency Medicine Shock Research Network (EMShockNet) Investigators. Multicenter study of early lactate clearance as a determinant of survival in patients with presumed sepsis. Shock. 2009;32(1):35–9.PubMedCrossRef
4.
6.
go back to reference Davis JW, Shackford SR, Mackersie RC, Hoyt DB. Base deficit as a guide to volume resuscitation. J Trauma. 1988;28(10):1464–7.PubMedCrossRef Davis JW, Shackford SR, Mackersie RC, Hoyt DB. Base deficit as a guide to volume resuscitation. J Trauma. 1988;28(10):1464–7.PubMedCrossRef
7.
go back to reference Landow L. The relationship between base deficit and lactate concentration in resuscitation. J Trauma. 1994;37(5):869–70.PubMedCrossRef Landow L. The relationship between base deficit and lactate concentration in resuscitation. J Trauma. 1994;37(5):869–70.PubMedCrossRef
8.
go back to reference Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, Reinhart CK, Suter PM, Thijs LG. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med. 1996;22(7):707–10.PubMedCrossRef Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, Reinhart CK, Suter PM, Thijs LG. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med. 1996;22(7):707–10.PubMedCrossRef
9.
go back to reference Vincent JL, de Mendonça A, Cantraine F, Moreno R, Takala J, Suter PM, Sprung CL, Colardyn F, Blecher S. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Working group on “sepsis-related problems” of the European Society of Intensive Care Medicine. Crit Care Med. 1998;26(11):1793–800.PubMedCrossRef Vincent JL, de Mendonça A, Cantraine F, Moreno R, Takala J, Suter PM, Sprung CL, Colardyn F, Blecher S. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Working group on “sepsis-related problems” of the European Society of Intensive Care Medicine. Crit Care Med. 1998;26(11):1793–800.PubMedCrossRef
10.
go back to reference Antonelli M, Moreno R, Vincent JL, Sprung CL, Mendoça A, Passariello M, Riccioni L, Osborn J. Application of SOFA score to trauma patients. Sequential Organ Failure Assessment. Intensive Care Med. 1999;25(4):389–94.PubMedCrossRef Antonelli M, Moreno R, Vincent JL, Sprung CL, Mendoça A, Passariello M, Riccioni L, Osborn J. Application of SOFA score to trauma patients. Sequential Organ Failure Assessment. Intensive Care Med. 1999;25(4):389–94.PubMedCrossRef
11.
go back to reference Namendys-Silva SA, Texcocano-Becerra J, Herrera-Gómez A. Application of the Sequential Organ Failure Assessment (SOFA) score to patients with cancer admitted to the intensive care unit. Am J Hosp Palliat Care. 2009;26(5):341–6. doi:10.1177/1049909109333041.PubMedCrossRef Namendys-Silva SA, Texcocano-Becerra J, Herrera-Gómez A. Application of the Sequential Organ Failure Assessment (SOFA) score to patients with cancer admitted to the intensive care unit. Am J Hosp Palliat Care. 2009;26(5):341–6. doi:10.​1177/​1049909109333041​.PubMedCrossRef
12.
go back to reference Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, Schein RM, Sibbald WJ. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest. 1992;101(6):1644–55.PubMedCrossRef Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, Schein RM, Sibbald WJ. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest. 1992;101(6):1644–55.PubMedCrossRef
13.
go back to reference Billeter A, Turina M, Seifert B, Mica L, Stocker R, Keel M. Early serum procalcitonin, interleukin-6, and 24-hour lactate clearance: useful indicators of septic infections in severely traumatized patients. World J Surg. 2009;33(3):558–66. doi:10.1007/s00268-008-9896-y.PubMedCrossRef Billeter A, Turina M, Seifert B, Mica L, Stocker R, Keel M. Early serum procalcitonin, interleukin-6, and 24-hour lactate clearance: useful indicators of septic infections in severely traumatized patients. World J Surg. 2009;33(3):558–66. doi:10.​1007/​s00268-008-9896-y.PubMedCrossRef
14.
15.
go back to reference Meregalli A, Oliveira RP, Friedman G. Occult hypoperfusion is associated with increased mortality in hemodynamically stable, high-risk, surgical patients. Crit Care. 2004;8(2):R60–5. doi:10.1186/cc2423.PubMedCrossRef Meregalli A, Oliveira RP, Friedman G. Occult hypoperfusion is associated with increased mortality in hemodynamically stable, high-risk, surgical patients. Crit Care. 2004;8(2):R60–5. doi:10.​1186/​cc2423.PubMedCrossRef
19.
go back to reference Zehtabchi S, Sinert R, Soghoian S, Liu Y, Carmody K, Shah L, Kumar M, Lucchesi M. Identifying traumatic brain injury in patients with isolated head trauma: are arterial lactate and base deficit as helpful as in polytrauma? Emerg Med J. 2007;24(5):333–5. doi:10.1136/emj.2006.044578.PubMedCrossRef Zehtabchi S, Sinert R, Soghoian S, Liu Y, Carmody K, Shah L, Kumar M, Lucchesi M. Identifying traumatic brain injury in patients with isolated head trauma: are arterial lactate and base deficit as helpful as in polytrauma? Emerg Med J. 2007;24(5):333–5. doi:10.​1136/​emj.​2006.​044578.PubMedCrossRef
20.
go back to reference Jackson EV Jr, Wiese J, Sigal B, Miller J, Bernstein W, Kassel D, Aduen J, Bhatiani A, Kerzner R, Davidson L, Miller C, Chernow B. Effects of crystalloid solutions on circulating lactate concentrations: Part 1. Implications for the proper handling of blood specimens obtained from critically ill patients. Crit Care Med. 1997;25(11):1840–6.PubMedCrossRef Jackson EV Jr, Wiese J, Sigal B, Miller J, Bernstein W, Kassel D, Aduen J, Bhatiani A, Kerzner R, Davidson L, Miller C, Chernow B. Effects of crystalloid solutions on circulating lactate concentrations: Part 1. Implications for the proper handling of blood specimens obtained from critically ill patients. Crit Care Med. 1997;25(11):1840–6.PubMedCrossRef
21.
go back to reference Claridge JA, Crabtree TD, Pelletier SJ, Butler K, Sawyer RG, Young JS. Persistent occult hypoperfusion is associated with a significant increase in infection rate and mortality in major trauma patients. J Trauma. 2000;48(1):8–14; discussion 14–5.PubMedCrossRef Claridge JA, Crabtree TD, Pelletier SJ, Butler K, Sawyer RG, Young JS. Persistent occult hypoperfusion is associated with a significant increase in infection rate and mortality in major trauma patients. J Trauma. 2000;48(1):8–14; discussion 14–5.PubMedCrossRef
22.
23.
go back to reference Davis JW, Parks SN, Kaups KL, Gladen HE, O’Donnell-Nicol S. Admission base deficit predicts transfusion requirements and risk of complications. J Trauma. 1996;41(5):769–74.PubMedCrossRef Davis JW, Parks SN, Kaups KL, Gladen HE, O’Donnell-Nicol S. Admission base deficit predicts transfusion requirements and risk of complications. J Trauma. 1996;41(5):769–74.PubMedCrossRef
25.
go back to reference Davis JW, Shackford SR, Holbrook TL. Base deficit as a sensitive indicator of compensated shock and tissue oxygen utilization. Surg Gynecol Obstet. 1991;173(6):473–6.PubMed Davis JW, Shackford SR, Holbrook TL. Base deficit as a sensitive indicator of compensated shock and tissue oxygen utilization. Surg Gynecol Obstet. 1991;173(6):473–6.PubMed
26.
go back to reference Rutherford EJ, Morris JA Jr, Reed GW, Hall KS. Base deficit stratifies mortality and determines therapy. J Trauma. 1992;33(3):417–23.PubMedCrossRef Rutherford EJ, Morris JA Jr, Reed GW, Hall KS. Base deficit stratifies mortality and determines therapy. J Trauma. 1992;33(3):417–23.PubMedCrossRef
27.
go back to reference Mikulaschek A, Henry SM, Donovan R, Scalea TM. Serum lactate is not predicted by anion gap or base excess after trauma resuscitation. J Trauma. 1996;40(2):218–22; discussion 222–4.PubMedCrossRef Mikulaschek A, Henry SM, Donovan R, Scalea TM. Serum lactate is not predicted by anion gap or base excess after trauma resuscitation. J Trauma. 1996;40(2):218–22; discussion 222–4.PubMedCrossRef
29.
go back to reference Kennedy F, Gonzalez P, Dang C, Fleming A, Sterling-Scott R. The Glasgow Coma Scale and prognosis in gunshot wounds to the brain. J Trauma. 1993;35(1):75–7.PubMedCrossRef Kennedy F, Gonzalez P, Dang C, Fleming A, Sterling-Scott R. The Glasgow Coma Scale and prognosis in gunshot wounds to the brain. J Trauma. 1993;35(1):75–7.PubMedCrossRef
30.
go back to reference Lee TT, Aldana PR, Kirton OC, Green BA. Follow-up computerized tomography (CT) scans in moderate and severe head injuries: correlation with Glasgow Coma Scores (GCS), and complication rate. Acta Neurochir (Wien). 1997;139(11):1042–7; discussion 1047–8.CrossRef Lee TT, Aldana PR, Kirton OC, Green BA. Follow-up computerized tomography (CT) scans in moderate and severe head injuries: correlation with Glasgow Coma Scores (GCS), and complication rate. Acta Neurochir (Wien). 1997;139(11):1042–7; discussion 1047–8.CrossRef
35.
go back to reference Neumann F, Lobitz O, Fenk R, Bruns I, Köstering M, Steiner S, Hennersdorf M, Kelm M, Strauer BE, Germing U, Hinke A, Haas R, Kobbe G. The Sepsis-related Organ Failure Assessment (SOFA) score is predictive for survival of patients admitted to the intensive care unit following allogeneic blood stem cell transplantation. Ann Hematol. 2008;87(4):299–304. doi:10.1007/s00277-008-0440-9.PubMedCrossRef Neumann F, Lobitz O, Fenk R, Bruns I, Köstering M, Steiner S, Hennersdorf M, Kelm M, Strauer BE, Germing U, Hinke A, Haas R, Kobbe G. The Sepsis-related Organ Failure Assessment (SOFA) score is predictive for survival of patients admitted to the intensive care unit following allogeneic blood stem cell transplantation. Ann Hematol. 2008;87(4):299–304. doi:10.​1007/​s00277-008-0440-9.PubMedCrossRef
36.
go back to reference Peres Bota D, Melot C, Lopes Ferreira F, Nguyen Ba V, Vincent JL. The Multiple Organ Dysfunction Score (MODS) versus the Sequential Organ Failure Assessment (SOFA) score in outcome prediction. Intensive Care Med. 2002;28(11):1619–24. doi:10.1007/s00134-002-1491-3.PubMedCrossRef Peres Bota D, Melot C, Lopes Ferreira F, Nguyen Ba V, Vincent JL. The Multiple Organ Dysfunction Score (MODS) versus the Sequential Organ Failure Assessment (SOFA) score in outcome prediction. Intensive Care Med. 2002;28(11):1619–24. doi:10.​1007/​s00134-002-1491-3.PubMedCrossRef
37.
go back to reference Jansen TC, van Bommel J, Woodward R, Mulder PG, Bakker J. Association between blood lactate levels, Sequential Organ Failure Assessment subscores, and 28-day mortality during early and late intensive care unit stay: a retrospective observational study. Crit Care Med. 2009;37(8):2369–74. doi:10.1097/CCM.0b013e3181a0f919.PubMedCrossRef Jansen TC, van Bommel J, Woodward R, Mulder PG, Bakker J. Association between blood lactate levels, Sequential Organ Failure Assessment subscores, and 28-day mortality during early and late intensive care unit stay: a retrospective observational study. Crit Care Med. 2009;37(8):2369–74. doi:10.​1097/​CCM.​0b013e3181a0f919​.PubMedCrossRef
Metadata
Title
Serial lactate and admission SOFA scores in trauma: an analysis of predictive value in 724 patients with and without traumatic brain injury
Authors
C. Dübendorfer
A. T. Billeter
B. Seifert
M. Keel
M. Turina
Publication date
01-02-2013
Publisher
Springer-Verlag
Published in
European Journal of Trauma and Emergency Surgery / Issue 1/2013
Print ISSN: 1863-9933
Electronic ISSN: 1863-9941
DOI
https://doi.org/10.1007/s00068-012-0212-z

Other articles of this Issue 1/2013

European Journal of Trauma and Emergency Surgery 1/2013 Go to the issue