Skip to main content
Top
Published in: Annals of Intensive Care 1/2013

Open Access 01-12-2013 | Research

Cumulative lactate and hospital mortality in ICU patients

Authors: Paul A van Beest, Lukas Brander, Sebastiaan PA Jansen, Johannes H Rommes, Michaël A Kuiper, Peter E Spronk

Published in: Annals of Intensive Care | Issue 1/2013

Login to get access

Abstract

Background

Both hyperlactatemia and persistence of hyperlactatemia have been associated with bad outcome. We compared lactate and lactate-derived variables in outcome prediction.

Methods

Retrospective observational study. Case records from 2,251 consecutive intensive care unit (ICU) patients admitted between 2001 and 2007 were analyzed. Baseline characteristics, all lactate measurements, and in-hospital mortality were recorded. The time integral of arterial blood lactate levels above the upper normal threshold of 2.2 mmol/L (lactate-time-integral), maximum lactate (max-lactate), and time-to-first-normalization were calculated. Survivors and nonsurvivors were compared and receiver operating characteristic (ROC) analysis were applied.

Results

A total of 20,755 lactate measurements were analyzed. Data are srpehown as median [interquartile range]. In nonsurvivors (n = 405) lactate-time-integral (192 [0–1881] min·mmol/L) and time-to-first normalization (44.0 [0–427] min) were higher than in hospital survivors (n = 1846; 0 [0–134] min·mmol/L and 0 [0–75] min, respectively; all p < 0.001). Normalization of lactate <6 hours after ICU admission revealed better survival compared with normalization of lactate >6 hours (mortality 16.6% vs. 24.4%; p < 0.001). AUC of ROC curves to predict in-hospital mortality was the largest for max-lactate, whereas it was not different among all other lactate derived variables (all p > 0.05). The area under the ROC curves for admission lactate and lactate-time-integral was not different (p = 0.36).

Conclusions

Hyperlactatemia is associated with in-hospital mortality in a heterogeneous ICU population. In our patients, lactate peak values predicted in-hospital mortality equally well as lactate-time-integral of arterial blood lactate levels above the upper normal threshold.
Appendix
Available only for authorised users
Literature
1.
go back to reference Gutierrez G, Wulf ME: Lactic acidosis in sepsis: a commentary. Intensive Care Med 1996, 22: 6–16. 10.1007/BF01728325CrossRefPubMed Gutierrez G, Wulf ME: Lactic acidosis in sepsis: a commentary. Intensive Care Med 1996, 22: 6–16. 10.1007/BF01728325CrossRefPubMed
2.
go back to reference Mizock BA: Redox repairs, tissue hypoxia, organ dysfunction, and mortality. Crit Care Med 2000, 28: 270–272. 10.1097/00003246-200001000-00056CrossRefPubMed Mizock BA: Redox repairs, tissue hypoxia, organ dysfunction, and mortality. Crit Care Med 2000, 28: 270–272. 10.1097/00003246-200001000-00056CrossRefPubMed
3.
go back to reference Day NPJ, Phu NH, Bethell DP, Mai NTH, Chau TTH, White NJ: The effects of dopamine and adrenaline infusions on acid–base balance and systemic haemodynamics in severe infection. Lancet 1996, 348: 219–223. 10.1016/S0140-6736(96)09096-4CrossRefPubMed Day NPJ, Phu NH, Bethell DP, Mai NTH, Chau TTH, White NJ: The effects of dopamine and adrenaline infusions on acid–base balance and systemic haemodynamics in severe infection. Lancet 1996, 348: 219–223. 10.1016/S0140-6736(96)09096-4CrossRefPubMed
4.
go back to reference Levy B, Bollaert PE, Charpentier C, Nace L, Audibert G, Bauer P, Nabet P, Larcan A: Comparison of norepinephrine and dobutamine to epinephrine for hemodynamics, lactate metabolism, and gastric tonometric variables in septic shock: a prospective, randomized study. Intensive Care Med 1997, 23: 282–287. 10.1007/s001340050329CrossRefPubMed Levy B, Bollaert PE, Charpentier C, Nace L, Audibert G, Bauer P, Nabet P, Larcan A: Comparison of norepinephrine and dobutamine to epinephrine for hemodynamics, lactate metabolism, and gastric tonometric variables in septic shock: a prospective, randomized study. Intensive Care Med 1997, 23: 282–287. 10.1007/s001340050329CrossRefPubMed
5.
go back to reference Druml W, Grimm G, Laggner AN, Lenz K, Schneeweiβ B: Lactic acid kinetics in respiratory alkalosis. Crit Care Med 1991, 19: 1120–1124. 10.1097/00003246-199109000-00005CrossRefPubMed Druml W, Grimm G, Laggner AN, Lenz K, Schneeweiβ B: Lactic acid kinetics in respiratory alkalosis. Crit Care Med 1991, 19: 1120–1124. 10.1097/00003246-199109000-00005CrossRefPubMed
6.
go back to reference Levraut J, Ciebiera J-P, Chave S, Rabary O, Jambou P, Carles M, Grimaud D: Mild hyperlactatemia in stable septic patients is due to impaired lactate clearance rather than overproduction. Am J Respir Crit Care Med 1998, 157: 1021–1028.CrossRefPubMed Levraut J, Ciebiera J-P, Chave S, Rabary O, Jambou P, Carles M, Grimaud D: Mild hyperlactatemia in stable septic patients is due to impaired lactate clearance rather than overproduction. Am J Respir Crit Care Med 1998, 157: 1021–1028.CrossRefPubMed
7.
go back to reference Abramson D, Scalea TM, Hitchcock R, Trooskin SZ, Henry S, Greenspan J: Lactate clearance and survival following injury. J Trauma 1993, 35: 584–589. 10.1097/00005373-199310000-00014CrossRefPubMed Abramson D, Scalea TM, Hitchcock R, Trooskin SZ, Henry S, Greenspan J: Lactate clearance and survival following injury. J Trauma 1993, 35: 584–589. 10.1097/00005373-199310000-00014CrossRefPubMed
8.
go back to reference Donati A, Cornacchini O, Loggi S, Caporelli S, Conti G, Falcetta S, Alò F, Pagliariccio G, Bruni E, Presier JC, Pelaia P: A comparison among portal lactate, intramucosal sigmoid Ph, and deltaCO2 (PaCO2 – regional PCO2) as indices of complications in patients undergoing abdominal aortic aneurysm surgery. Anesth Analg 2004, 99: 1024–1031. 10.1213/01.ANE.0000132543.65095.2CCrossRefPubMed Donati A, Cornacchini O, Loggi S, Caporelli S, Conti G, Falcetta S, Alò F, Pagliariccio G, Bruni E, Presier JC, Pelaia P: A comparison among portal lactate, intramucosal sigmoid Ph, and deltaCO2 (PaCO2 – regional PCO2) as indices of complications in patients undergoing abdominal aortic aneurysm surgery. Anesth Analg 2004, 99: 1024–1031. 10.1213/01.ANE.0000132543.65095.2CCrossRefPubMed
9.
go back to reference Callaway DW, Shapiro NI, Donnino MW, Baker C, Rosen CL: Serum lactate and base deficit as predictors of mortality in normotensive elderly blunt trauma patients. J Trauma 2009, 66: 1040–1044. 10.1097/TA.0b013e3181895e9eCrossRefPubMed Callaway DW, Shapiro NI, Donnino MW, Baker C, Rosen CL: Serum lactate and base deficit as predictors of mortality in normotensive elderly blunt trauma patients. J Trauma 2009, 66: 1040–1044. 10.1097/TA.0b013e3181895e9eCrossRefPubMed
10.
go back to reference Bakker J, Gris P, Coffernils M, Kahn RJ, Vincent JL: Serial blood lactate levels can predict the development of multiple organ failure following septic shock. Am J Surg 1996, 171: 221–226. 10.1016/S0002-9610(97)89552-9CrossRefPubMed Bakker J, Gris P, Coffernils M, Kahn RJ, Vincent JL: Serial blood lactate levels can predict the development of multiple organ failure following septic shock. Am J Surg 1996, 171: 221–226. 10.1016/S0002-9610(97)89552-9CrossRefPubMed
11.
go back to reference Tuchschmidt J, Fried J, Swinney R, Sharma OMP: Early hemodynamic correlates with survival in patients with septic shock. Crit Care Med 1989, 17: 719–723. 10.1097/00003246-198908000-00001CrossRefPubMed Tuchschmidt J, Fried J, Swinney R, Sharma OMP: Early hemodynamic correlates with survival in patients with septic shock. Crit Care Med 1989, 17: 719–723. 10.1097/00003246-198908000-00001CrossRefPubMed
12.
go back to reference Weil MH, Afifi AA: Experimental and clinical studies on lactate and pyruvate as indicators of the severity of acute circulatory failure (shock). Circulation 1970, 41: 989–1001. 10.1161/01.CIR.41.6.989CrossRefPubMed Weil MH, Afifi AA: Experimental and clinical studies on lactate and pyruvate as indicators of the severity of acute circulatory failure (shock). Circulation 1970, 41: 989–1001. 10.1161/01.CIR.41.6.989CrossRefPubMed
13.
go back to reference Bakker J, Coffernils M, Leon M, Gris P, Vincent JL: Blood lactate levels are superior to oxygen-derived variables in predicting outcome in human septic shock. Chest 1991, 99: 956–962. 10.1378/chest.99.4.956CrossRefPubMed Bakker J, Coffernils M, Leon M, Gris P, Vincent JL: Blood lactate levels are superior to oxygen-derived variables in predicting outcome in human septic shock. Chest 1991, 99: 956–962. 10.1378/chest.99.4.956CrossRefPubMed
14.
go back to reference Nguyen HB, Rivers EP, Knoblich BP, Jacobsen G, Muzzin A, Ressler JA, Tomlanovich MC: Early lactate clearance is associated with improved outcome in severe sepsis and septic shock. Crit Care Med 2004, 32: 1637–1642. 10.1097/01.CCM.0000132904.35713.A7CrossRefPubMed Nguyen HB, Rivers EP, Knoblich BP, Jacobsen G, Muzzin A, Ressler JA, Tomlanovich MC: Early lactate clearance is associated with improved outcome in severe sepsis and septic shock. Crit Care Med 2004, 32: 1637–1642. 10.1097/01.CCM.0000132904.35713.A7CrossRefPubMed
15.
go back to reference Donnino MW, Miller J, Goyal N, Loomba M, Sankey SS, Dolcourt B, Sherwin R, Otero R, Wira C: Effective lactate clearance is associated with improved outcome in post-cardiac arrest patients. Resuscitation 2007, 75: 229–234. 10.1016/j.resuscitation.2007.03.021CrossRefPubMed Donnino MW, Miller J, Goyal N, Loomba M, Sankey SS, Dolcourt B, Sherwin R, Otero R, Wira C: Effective lactate clearance is associated with improved outcome in post-cardiac arrest patients. Resuscitation 2007, 75: 229–234. 10.1016/j.resuscitation.2007.03.021CrossRefPubMed
16.
go back to reference Nichol A, Baily M, Egi M, Pettila V, French C, Hart GK, Stachowski E, Reade MC, Cooper DJ, Bellomo R: Dynamic lactate indices as predictors of outcome in critically ill patients. Crit Care 2011, 15: R242. 10.1186/cc10497PubMedCentralCrossRefPubMed Nichol A, Baily M, Egi M, Pettila V, French C, Hart GK, Stachowski E, Reade MC, Cooper DJ, Bellomo R: Dynamic lactate indices as predictors of outcome in critically ill patients. Crit Care 2011, 15: R242. 10.1186/cc10497PubMedCentralCrossRefPubMed
17.
go back to reference Knaus WA, Draper EA, Wagner DP, Zimmermann JE: APACHE II A severity of disease classification system. Crit Care Med 1985, 13: 818–829. 10.1097/00003246-198510000-00009CrossRefPubMed Knaus WA, Draper EA, Wagner DP, Zimmermann JE: APACHE II A severity of disease classification system. Crit Care Med 1985, 13: 818–829. 10.1097/00003246-198510000-00009CrossRefPubMed
18.
go back to reference DeLong ER, DeLong DM, Clarke-Pearse DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometric 1988, 44: 837–845. 10.2307/2531595CrossRef DeLong ER, DeLong DM, Clarke-Pearse DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometric 1988, 44: 837–845. 10.2307/2531595CrossRef
19.
go back to reference Jones AE, Shapiro NI, Trzeciak S, Arnold RC, Claremont HA, Kline JA, (EMShockNet) Investigators: Lactate clearance vs central venous oxygen saturation as goals of early sepsis therapy: a randomized clinical trial. JAMA 2010, 303: 739–746. 10.1001/jama.2010.158PubMedCentralCrossRefPubMed Jones AE, Shapiro NI, Trzeciak S, Arnold RC, Claremont HA, Kline JA, (EMShockNet) Investigators: Lactate clearance vs central venous oxygen saturation as goals of early sepsis therapy: a randomized clinical trial. JAMA 2010, 303: 739–746. 10.1001/jama.2010.158PubMedCentralCrossRefPubMed
20.
go back to reference Rivers E, Nguyen B, Havstad S, Ressler J, Muzzin A, Knoblich B, Peterson E, Tomlanovich M, for the Early Goal-Directed Therapy Collaborative Group: Early Goal-Directed Therapy in the treatment of severe sepsis and septic shock. N Engl J Med 2001, 345: 1368–1377. 10.1056/NEJMoa010307CrossRefPubMed Rivers E, Nguyen B, Havstad S, Ressler J, Muzzin A, Knoblich B, Peterson E, Tomlanovich M, for the Early Goal-Directed Therapy Collaborative Group: Early Goal-Directed Therapy in the treatment of severe sepsis and septic shock. N Engl J Med 2001, 345: 1368–1377. 10.1056/NEJMoa010307CrossRefPubMed
21.
go back to reference Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall J, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM, for Surviving Sepsis Campaign: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Crit Care Med 2004, 32: 858–873. 10.1097/01.CCM.0000117317.18092.E4CrossRefPubMed Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall J, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM, for Surviving Sepsis Campaign: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Crit Care Med 2004, 32: 858–873. 10.1097/01.CCM.0000117317.18092.E4CrossRefPubMed
22.
go back to reference Howell MD, Donnino M, Clardy P, Talmor D, Shapiro NI: Occult hypoperfusion and mortality in patients with suspected infection. Intensive Care Med 2007, 33: 1892–1899. 10.1007/s00134-007-0680-5CrossRefPubMed Howell MD, Donnino M, Clardy P, Talmor D, Shapiro NI: Occult hypoperfusion and mortality in patients with suspected infection. Intensive Care Med 2007, 33: 1892–1899. 10.1007/s00134-007-0680-5CrossRefPubMed
23.
go back to reference Mikkelsen ME, Miltiades AN, Gaieski DF, Goyal M, Fuchs BD, Shah CV, Bellamy SL, Christle JD: Serum lactate is associated with mortality in severe sepsis independent of organ failure and shock. Crit Care Med 2009, 37: 1670–1677. 10.1097/CCM.0b013e31819fcf68CrossRefPubMed Mikkelsen ME, Miltiades AN, Gaieski DF, Goyal M, Fuchs BD, Shah CV, Bellamy SL, Christle JD: Serum lactate is associated with mortality in severe sepsis independent of organ failure and shock. Crit Care Med 2009, 37: 1670–1677. 10.1097/CCM.0b013e31819fcf68CrossRefPubMed
24.
go back to reference van Beest PA, Mulder PJ, Bambang Oetomo S, Van den Broek B, Kuiper MA, Spronk PE: Measurement of lactate in a prehospital setting is related to outcome. Eur J Emerg Med 2009, 16: 318–322. 10.1097/MEJ.0b013e32832dbe54CrossRefPubMed van Beest PA, Mulder PJ, Bambang Oetomo S, Van den Broek B, Kuiper MA, Spronk PE: Measurement of lactate in a prehospital setting is related to outcome. Eur J Emerg Med 2009, 16: 318–322. 10.1097/MEJ.0b013e32832dbe54CrossRefPubMed
25.
go back to reference Nichol AD, Egi M, Pettila V, Bellomo R, French C, Hart G, Davies A, Stachowski E, Reade MC, Bailey M, Cooper DJ: Relative hyperlactatemia and hospital mortality in critically ill patients: a retrospective multi-centre study. Crit Care 2010, 14: R25. 10.1186/cc8888PubMedCentralCrossRefPubMed Nichol AD, Egi M, Pettila V, Bellomo R, French C, Hart G, Davies A, Stachowski E, Reade MC, Bailey M, Cooper DJ: Relative hyperlactatemia and hospital mortality in critically ill patients: a retrospective multi-centre study. Crit Care 2010, 14: R25. 10.1186/cc8888PubMedCentralCrossRefPubMed
26.
go back to reference Friesecke S, Abel P, Roser M, Felix SB, Runge S: Outcome of severe lactic acidosis associated with metformin accumulation. Crit Care 2010, 14: R226. 10.1186/cc9376PubMedCentralCrossRefPubMed Friesecke S, Abel P, Roser M, Felix SB, Runge S: Outcome of severe lactic acidosis associated with metformin accumulation. Crit Care 2010, 14: R226. 10.1186/cc9376PubMedCentralCrossRefPubMed
27.
go back to reference Protti A, Russo R, Tagliabue P, Vecchio S, Singer M, Rudiger A, Foti G, Rossi A, Mistraletti G, Gattinoni L: Oxygen consumption is depressed in patients with lactic acidosis due to biguanide intoxication. Crit Care 2010, 14: R22. 10.1186/cc8885PubMedCentralCrossRefPubMed Protti A, Russo R, Tagliabue P, Vecchio S, Singer M, Rudiger A, Foti G, Rossi A, Mistraletti G, Gattinoni L: Oxygen consumption is depressed in patients with lactic acidosis due to biguanide intoxication. Crit Care 2010, 14: R22. 10.1186/cc8885PubMedCentralCrossRefPubMed
Metadata
Title
Cumulative lactate and hospital mortality in ICU patients
Authors
Paul A van Beest
Lukas Brander
Sebastiaan PA Jansen
Johannes H Rommes
Michaël A Kuiper
Peter E Spronk
Publication date
01-12-2013
Publisher
Springer Paris
Published in
Annals of Intensive Care / Issue 1/2013
Electronic ISSN: 2110-5820
DOI
https://doi.org/10.1186/2110-5820-3-6

Other articles of this Issue 1/2013

Annals of Intensive Care 1/2013 Go to the issue