Research Article
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Prognostic Value of Lactate, Lactate Clearance, CRP, Procalcitonin, and Clinical Scoring Systems in Sepsis Patients: A Retrospective Observational Study

Year 2025, Volume: 18 Issue: 2, 32 - 41, 15.07.2025

Abstract

Sepsis is a critical health issue worldwide, associated with high mortality rates and significant healthcare burdens. Early identification and prognosis assessment of sepsis patients are essential for optimal management. Various biomarkers, including lactate, procalcitonin (PCT), and C-reactive protein (CRP), as well as clinical scoring systems such as the Acute Physiology and Chronic Health Evaluation II (APACHE II) and Sequential Organ Failure Assessment (SOFA), have been used to predict outcomes in sepsis patients. This study aimed to evaluate the prognostic effectiveness of lactate, lactate clearance, CRP, PCT, APACHE II, and SOFA scores in predicting mortality in sepsis patients.
A retrospective observational study was conducted on 118 adult patients diagnosed with sepsis and admitted to the intensive care unit (ICU) between January 2016 and January 2019. Patient demographics, comorbidities, admission lactate, CRP, and PCT levels, serial lactate measurements at 6, 12, and 24 hours, and corresponding lactate clearances were recorded. APACHE II and SOFA scores were calculated at admission. Statistical analyses, including ROC curve analysis and logistic regression, were performed to determine the prognostic significance of these variables in predicting 28-day mortality.
The overall 28-day mortality rate was 48.3%. Higher initial lactate levels were significantly associated with mortality (p<0.001), with an optimal cut-off value of ≥2.2 mmol/L, yielding a sensitivity of 82.5% and specificity of 85.2%. The 6-hour lactate level was also a strong predictor of mortality (AUC 0.839, p<0.001). Lactate clearance at 6, 12, and 24 hours demonstrated weaker prognostic value compared to initial lactate. Higher APACHE II (≥22) and SOFA (≥8) scores were significantly correlated with mortality (p<0.001). Logistic regression analysis revealed that male gender (OR: 6.53, p=0.018), hypotension at admission (OR: 29.78, p=0.011), initial lactate (OR: 11.95, p=0.004), and vasopressor requirement (OR: 114.98, p=0.007) were independent predictors of mortality.
In conclusion; lactate and its serial measurements were found to be the most reliable biomarkers for predicting mortality in sepsis patients, with superior sensitivity and specificity compared to lactate clearance, CRP, and PCT. APACHE II and SOFA scores were also significant prognostic indicators. A comprehensive approach integrating multiple biomarkers and clinical scoring systems is recommended for optimal risk stratification in sepsis management.

References

  • 1. Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA 2016;315(8):801.
  • 2. Fleischmann C, Scherag A, Adhikari NKJ, Hartog CS, Tsaganos T, Schlattmann P, et al. Assessment of Global Incidence and Mortality of Hospital-treated Sepsis. Current Estimates and Limitations. Am J Respir Crit Care Med. 2016;193(3):259–72.
  • 3. Angus DC, Wax RS. Epidemiology of sepsis: An update. Crit Care Med. 2001;29(7 SUPPL.): S109-S116.
  • 4. Machado FR, Cavalcanti AB, Bozza FA, Ferreira EM, Angotti Carrara FS, Sousa JL, et al. The epidemiology of sepsis in Brazilian intensive care units (the Sepsis Prevalence Assessment Database, SPREAD): An observational study. Lancet Infect Dis. 2017;17(11):1180–9.
  • 5. Fuller BM, Dellinger RP. Lactate as a hemodynamic marker in the critically ill. Curr Opin Crit Care. 2012;18(3):267–72.
  • 6. Arnold RC, Shapiro NI, Jones AE, Schorr C, Pope J, Casner E, et al. Multıcenter Study Of Early Lactate Clearance As A Determınant Of Survıval In Patıents Wıth Presumed Sepsıs. Shock. 2009;32(1):35–9.
  • 7. Mikkelsen ME, Miltiades AN, Gaieski DF, Goyal M, Fuchs BD, Shah C V, et al. Serum lactate is associated with mortality in severe sepsis inde-pendent of organ failure and shock. Crit Care Med. 2009;37(5):1670–7.
  • 8. Bakker J, Coffernils M, Leon M, Gris P, Vincent JL. Blood lactate levels are superior to oxygen-derived variables in predicting outcome in hu-man septic shock. Chest. 1991;99(4):956–62.
  • 9. Nguyen HB, Rivers EP, Knoblich BP, Jacobsen G, Muzzin A, Ressler JA, et al. Early lactate clearance is associated with improved outcome in severe sepsis and septic shock*. Crit Care Med. 2004;32(8):1637–42.
  • 10. Vincent JL, Donadello K, Schmit X. Biomarkers in the Critically Ill Patient: C-reactive Protein. Crit Care Clin. 2011;27(2):241–51.
  • 11. Póvoa P, Coelho L, Almeida E, Fernandes A, Mealha R, Moreira P, et al. C-reactive protein as a marker of infection in critically ill patients. Clinical Microbiology and Infection. 2005;11(2):101–8.
  • 12. O’Grady NP, Barie PS, Bartlett JG, Bleck T, Carroll K, Kalil AC, et al. Guidelines for evalua-tion of new fever in critically ill adult patients: 2008 update from the American College of Critical Care Medicine and the Infectious Diseases Society of America. Crit Care Med. 2008;36(4): 1330–49.
  • 13. Wacker C, Prkno A, Brunkhorst FM, Schlatt-mann P. Procalcitonin as a diagnostic marker for sepsis: A systematic review and meta-analysis. Lancet Infect Dis. 2013;13(5):426–35.
  • 14. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, et al. 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 Me-dicine. Intensive Care Med. 1996;22(7):707–10.
  • 15. Kiliç YA. Yoğun Bakım Skorlama Sistemleri : Neden, Nasıl, Biz Neredeyiz ? Yoğun Bakım Dergisi. 2002;2(1):26–31.
  • 16. Chen FG, Koh KF, Goh MH. Validation of APACHE II score in a surgical intensive care unit. Singapore Med J. 1993;34(4):322–4.
  • 17. Fadaizadeh L, Tamadon R, Saeedfar K, Jamaati HR. Performance assessment of Acute Phy-siology and Chronic Health Evaluation II and Simplified Acute Physiology Score II in a referral respiratory intensive care unit in Iran. Acta Anaesthesiologica Taiwanica. 2012;50(2):59–62.
  • 18. Singer AJ, Taylor M, Domingo A, Ghazipura S, Khorasonchi A, Thode HC, et al. Diagnostic characteristics of a clinical screening tool in combination with measuring bedside lactate level in emergency department patients with suspected sepsis. Academic Emergency Medicine. 2014;21(8):853–7.
  • 19. Ryoo SM, Lee J, Lee YS, Lee JH, Lim KS, Huh JW, et al. Lactate Level Versus Lactate Clearance for Predicting Mortality in Patients With Septic Shock Defined by Sepsis-3. Crit Care Med [Internet]. 2018;46(6):e489--e495.
  • 20. Varis E, Pettilä V, Poukkanen M, Jakob SM, Karlsson S, Perner A, et al. Evolution of Blood Lactate and 90-Day Mortality in Septic Shock. A Post Hoc Analysis of the FINNAKI Study. Shock. 2017;47(5):574–81.
  • 21. Lokhandwala S, Andersen LW, Nair S, Patel P, Cocchi MN, Donnino MW. Absolute lactate value vs relative reduction as a predictor of mortality in severe sepsis and septic shock. J Crit Care [Internet]. 2017;37:179–84.
  • 22. Oh GH, Chung SP, Park YS, Hong JH, Lee HS, Chung HS, et al. Mean platelet volume to platelet count ratio as a promising predictor of early mortality in severe sepsis. Shock. 2017;47(3):323–30. 23. Martin GS, Mannino DM, Moss M. The effect of age on the development and outcome of adult sepsis. Crit Care Med. 2006;34(1):15–21.
  • 24. Casserly B, Phillips GS, Schorr C, Dellinger RP, Townsend SR, Osborn TM, et al. Lactate measurements in sepsis-induced tissue hypoperfusion: Results from the surviving sepsis campaign database. Crit Care Med. 2015;43(3):567–73.
  • 25. Gu WJ, Zhang Z, Bakker J. Early lactate clearance-guided therapy in patients with sepsis: a meta-analysis with trial sequential analysis of randomized controlled trials. Intensive Care Med. 2015;41(10):1862–3.
  • 26. Walker CA, Griffith DM, Gray AJ, Datta D, Hay AW. Early lactate clearance in septic patients with elevated lactate levels admitted from the emergency department to intensive care: Time to aim higher? J Crit Care. 2013;28(5):832–7.
  • 27. Thorevska N, Sabahi R, Upadya A, Manthous C, Amoateng-Adjepong Y. Microalbuminuria in critically ill medical patients: Prevalence, predic-tors, and prognostic significance. Crit Care Med. 2003;31(4):1075–81.
  • 28. Jones AE, Trzeciak S, Kline JA. The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evi-dence of hypoperfusion at the time of emergency department presentation. Crit Care Med. 2009;37(5):1649–54.
  • 29. Innocenti F, Bianchi S, Guerrini E, Vicidomini S, Conti A, Zanobetti M, et al. Prognostic scores for early stratification of septic patients admitted to an emergency department-high dependency unit. Eur J Emergency Medicine. 2014;21(4):254–9.
  • 30. Wang J, Wang H, Liu W, Zhang D, Guo S. Assessment values of procalcitonin, lactic acid, and disease severity scores in patients with sepsis. Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2019;31(8):938–41.
  • 31. Meng FS, Su L, Tang YQ, Wen Q, Liu YS, Liu ZF. Serum procalcitonin at the time of admission to the ICU as a predictor of short-term mortality. Clin Biochem. 2009;42(10–11):1025–31.
  • 32. Whang KT. Serum Calcitonin Precursors in Sepsis and Systemic Inflammation. Journal of Clinical Endocrinology & Metabolism. 1998;83(9):3296–301.
  • 33. Póvoa P, Teixeira-Pinto AM, Carneiro AH. C-reactive protein, an early marker of community-acquired sepsis resolution: a multi-center prospective observational study. Crit Care. 2011;15(4):R169.
  • 34. Silvestre J, Póvoa P, Coelho L, Almeida E, Mo-reira P, Fernandes A, et al. Is C-reactive protein a good prognostic marker in septic patients? In-tensive Care Med. 2009;35(5):909–13.
  • 35. Mencacci A, Leli C, Cardaccia A, Meucci M, Moretti A, D’Alò F, et al. Procalcitonin Predicts Real-Time PCR Results in Blood Samples from Patients with Suspected Sepsis. PLoS One. 2012;7(12).

Sepsis Hastalarında Laktat, Laktat Klirensi, CRP, Prokalsitonin ve Klinik Skorlama Sistemlerinin Prognostik Değeri: Retrospektif Gözlemsel Bir Çalışma

Year 2025, Volume: 18 Issue: 2, 32 - 41, 15.07.2025

Abstract

Sepsis, yüksek ölüm oranları ve önemli sağlık yükleriyle ilişkili, dünya çapında kritik bir sağlık sorunudur. Sepsis hastalarının erken teşhisi ve prognoz değerlendirmesi, optimum yönetim için esastır. Laktat, prokalsitonin (PCT) ve C-reaktif protein (CRP) dahil olmak üzere çeşitli biyobelirteçler ve Akut Fizyoloji ve Kronik Sağlık Değerlendirmesi II (APACHE II) ve Sıralı Organ Yetmezliği Değerlendirmesi (SOFA) gibi klinik puanlama sistemleri, sepsis hastalarında sonuçları tahmin etmek için kullanılmıştır. Bu çalışma, laktat, laktat klirensi, CRP, PCT, APACHE II ve SOFA puanlarının sepsis hastalarında mortaliteyi tahmin etmedeki prognostik etkinliğini değerlendirmeyi amaçlamıştır.
Ocak 2016 ile Ocak 2019 arasında sepsis tanısı konulan ve yoğun bakım ünitesine (YBÜ) yatırılan 118 yetişkin hasta üzerinde retrospektif bir gözlemsel çalışma yürütüldü. Hasta demografisi, eşlik eden hastalıklar, yatış laktat, CRP ve PCT düzeyleri, 6, 12 ve 24. saatlerde seri laktat ölçümleri ve karşılık gelen laktat klirensleri kaydedildi. APACHE II ve SOFA skorları yatışta hesaplandı. Bu değişkenlerin 28 günlük mortaliteyi tahmin etmedeki prognostik önemini belirlemek için ROC eğrisi analizi ve lojistik regresyon dahil istatistiksel analizler yapıldı.
Genel 28 günlük mortalite oranı %48,3 idi. Daha yüksek başlangıç laktat düzeyleri mortalite ile önemli ölçüde ilişkiliydi (p<0,001), optimum kesme değeri ≥2,2 mmol/L idi ve %82,5 duyarlılık ve %85,2 özgüllük sağladı. 6 saatlik laktat seviyesi de mortalitenin güçlü bir öngörücüsüydü (AUC 0,839, p<0,001). 6, 12 ve 24. saatlerdeki laktat klirensi, başlangıç laktatına kıyasla daha zayıf prognostik değer gösterdi. Daha yüksek APACHE II (≥22) ve SOFA (≥8) skorları mortalite ile önemli ölçüde ilişkiliydi (p<0,001). Lojistik regresyon analizi, erkek cinsiyetinin (OR: 6,53, p=0,018), kabul sırasında hipotansiyonun (OR: 29,78, p=0,011), başlangıç laktatının (OR: 11,95, p=0,004) ve vazopressör gereksiniminin (OR: 114,98, p=0,007) mortalitenin bağımsız öngörücüleri olduğunu ortaya koydu.
Sonuç olarak; laktat ve seri ölçümlerinin sepsis hastalarında mortaliteyi tahmin etmede en güvenilir biyobelirteçler olduğu, laktat klirensi, CRP ve PCT ile karşılaştırıldığında üstün duyarlılık ve özgüllüğe sahip olduğu bulundu. APACHE II ve SOFA skorları da önemli prognostik göstergelerdi. Sepsis yönetiminde optimum risk sınıflandırması için birden fazla biyobelirteç ve klinik puanlama sistemini entegre eden kapsamlı bir yaklaşım önerilir.

References

  • 1. Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA 2016;315(8):801.
  • 2. Fleischmann C, Scherag A, Adhikari NKJ, Hartog CS, Tsaganos T, Schlattmann P, et al. Assessment of Global Incidence and Mortality of Hospital-treated Sepsis. Current Estimates and Limitations. Am J Respir Crit Care Med. 2016;193(3):259–72.
  • 3. Angus DC, Wax RS. Epidemiology of sepsis: An update. Crit Care Med. 2001;29(7 SUPPL.): S109-S116.
  • 4. Machado FR, Cavalcanti AB, Bozza FA, Ferreira EM, Angotti Carrara FS, Sousa JL, et al. The epidemiology of sepsis in Brazilian intensive care units (the Sepsis Prevalence Assessment Database, SPREAD): An observational study. Lancet Infect Dis. 2017;17(11):1180–9.
  • 5. Fuller BM, Dellinger RP. Lactate as a hemodynamic marker in the critically ill. Curr Opin Crit Care. 2012;18(3):267–72.
  • 6. Arnold RC, Shapiro NI, Jones AE, Schorr C, Pope J, Casner E, et al. Multıcenter Study Of Early Lactate Clearance As A Determınant Of Survıval In Patıents Wıth Presumed Sepsıs. Shock. 2009;32(1):35–9.
  • 7. Mikkelsen ME, Miltiades AN, Gaieski DF, Goyal M, Fuchs BD, Shah C V, et al. Serum lactate is associated with mortality in severe sepsis inde-pendent of organ failure and shock. Crit Care Med. 2009;37(5):1670–7.
  • 8. Bakker J, Coffernils M, Leon M, Gris P, Vincent JL. Blood lactate levels are superior to oxygen-derived variables in predicting outcome in hu-man septic shock. Chest. 1991;99(4):956–62.
  • 9. Nguyen HB, Rivers EP, Knoblich BP, Jacobsen G, Muzzin A, Ressler JA, et al. Early lactate clearance is associated with improved outcome in severe sepsis and septic shock*. Crit Care Med. 2004;32(8):1637–42.
  • 10. Vincent JL, Donadello K, Schmit X. Biomarkers in the Critically Ill Patient: C-reactive Protein. Crit Care Clin. 2011;27(2):241–51.
  • 11. Póvoa P, Coelho L, Almeida E, Fernandes A, Mealha R, Moreira P, et al. C-reactive protein as a marker of infection in critically ill patients. Clinical Microbiology and Infection. 2005;11(2):101–8.
  • 12. O’Grady NP, Barie PS, Bartlett JG, Bleck T, Carroll K, Kalil AC, et al. Guidelines for evalua-tion of new fever in critically ill adult patients: 2008 update from the American College of Critical Care Medicine and the Infectious Diseases Society of America. Crit Care Med. 2008;36(4): 1330–49.
  • 13. Wacker C, Prkno A, Brunkhorst FM, Schlatt-mann P. Procalcitonin as a diagnostic marker for sepsis: A systematic review and meta-analysis. Lancet Infect Dis. 2013;13(5):426–35.
  • 14. Vincent JL, Moreno R, Takala J, Willatts S, De Mendonça A, Bruining H, et al. 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 Me-dicine. Intensive Care Med. 1996;22(7):707–10.
  • 15. Kiliç YA. Yoğun Bakım Skorlama Sistemleri : Neden, Nasıl, Biz Neredeyiz ? Yoğun Bakım Dergisi. 2002;2(1):26–31.
  • 16. Chen FG, Koh KF, Goh MH. Validation of APACHE II score in a surgical intensive care unit. Singapore Med J. 1993;34(4):322–4.
  • 17. Fadaizadeh L, Tamadon R, Saeedfar K, Jamaati HR. Performance assessment of Acute Phy-siology and Chronic Health Evaluation II and Simplified Acute Physiology Score II in a referral respiratory intensive care unit in Iran. Acta Anaesthesiologica Taiwanica. 2012;50(2):59–62.
  • 18. Singer AJ, Taylor M, Domingo A, Ghazipura S, Khorasonchi A, Thode HC, et al. Diagnostic characteristics of a clinical screening tool in combination with measuring bedside lactate level in emergency department patients with suspected sepsis. Academic Emergency Medicine. 2014;21(8):853–7.
  • 19. Ryoo SM, Lee J, Lee YS, Lee JH, Lim KS, Huh JW, et al. Lactate Level Versus Lactate Clearance for Predicting Mortality in Patients With Septic Shock Defined by Sepsis-3. Crit Care Med [Internet]. 2018;46(6):e489--e495.
  • 20. Varis E, Pettilä V, Poukkanen M, Jakob SM, Karlsson S, Perner A, et al. Evolution of Blood Lactate and 90-Day Mortality in Septic Shock. A Post Hoc Analysis of the FINNAKI Study. Shock. 2017;47(5):574–81.
  • 21. Lokhandwala S, Andersen LW, Nair S, Patel P, Cocchi MN, Donnino MW. Absolute lactate value vs relative reduction as a predictor of mortality in severe sepsis and septic shock. J Crit Care [Internet]. 2017;37:179–84.
  • 22. Oh GH, Chung SP, Park YS, Hong JH, Lee HS, Chung HS, et al. Mean platelet volume to platelet count ratio as a promising predictor of early mortality in severe sepsis. Shock. 2017;47(3):323–30. 23. Martin GS, Mannino DM, Moss M. The effect of age on the development and outcome of adult sepsis. Crit Care Med. 2006;34(1):15–21.
  • 24. Casserly B, Phillips GS, Schorr C, Dellinger RP, Townsend SR, Osborn TM, et al. Lactate measurements in sepsis-induced tissue hypoperfusion: Results from the surviving sepsis campaign database. Crit Care Med. 2015;43(3):567–73.
  • 25. Gu WJ, Zhang Z, Bakker J. Early lactate clearance-guided therapy in patients with sepsis: a meta-analysis with trial sequential analysis of randomized controlled trials. Intensive Care Med. 2015;41(10):1862–3.
  • 26. Walker CA, Griffith DM, Gray AJ, Datta D, Hay AW. Early lactate clearance in septic patients with elevated lactate levels admitted from the emergency department to intensive care: Time to aim higher? J Crit Care. 2013;28(5):832–7.
  • 27. Thorevska N, Sabahi R, Upadya A, Manthous C, Amoateng-Adjepong Y. Microalbuminuria in critically ill medical patients: Prevalence, predic-tors, and prognostic significance. Crit Care Med. 2003;31(4):1075–81.
  • 28. Jones AE, Trzeciak S, Kline JA. The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evi-dence of hypoperfusion at the time of emergency department presentation. Crit Care Med. 2009;37(5):1649–54.
  • 29. Innocenti F, Bianchi S, Guerrini E, Vicidomini S, Conti A, Zanobetti M, et al. Prognostic scores for early stratification of septic patients admitted to an emergency department-high dependency unit. Eur J Emergency Medicine. 2014;21(4):254–9.
  • 30. Wang J, Wang H, Liu W, Zhang D, Guo S. Assessment values of procalcitonin, lactic acid, and disease severity scores in patients with sepsis. Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2019;31(8):938–41.
  • 31. Meng FS, Su L, Tang YQ, Wen Q, Liu YS, Liu ZF. Serum procalcitonin at the time of admission to the ICU as a predictor of short-term mortality. Clin Biochem. 2009;42(10–11):1025–31.
  • 32. Whang KT. Serum Calcitonin Precursors in Sepsis and Systemic Inflammation. Journal of Clinical Endocrinology & Metabolism. 1998;83(9):3296–301.
  • 33. Póvoa P, Teixeira-Pinto AM, Carneiro AH. C-reactive protein, an early marker of community-acquired sepsis resolution: a multi-center prospective observational study. Crit Care. 2011;15(4):R169.
  • 34. Silvestre J, Póvoa P, Coelho L, Almeida E, Mo-reira P, Fernandes A, et al. Is C-reactive protein a good prognostic marker in septic patients? In-tensive Care Med. 2009;35(5):909–13.
  • 35. Mencacci A, Leli C, Cardaccia A, Meucci M, Moretti A, D’Alò F, et al. Procalcitonin Predicts Real-Time PCR Results in Blood Samples from Patients with Suspected Sepsis. PLoS One. 2012;7(12).
There are 34 citations in total.

Details

Primary Language English
Subjects Surgery (Other)
Journal Section Research Article
Authors

Mehmet Ali Cosar 0000-0002-2327-5192

Elif Neziroğlu Gür 0000-0003-1113-0313

Publication Date July 15, 2025
Submission Date June 4, 2025
Acceptance Date June 23, 2025
Published in Issue Year 2025 Volume: 18 Issue: 2

Cite

Vancouver Cosar MA, Neziroğlu Gür E. Prognostic Value of Lactate, Lactate Clearance, CRP, Procalcitonin, and Clinical Scoring Systems in Sepsis Patients: A Retrospective Observational Study. JSurgArts. 2025;18(2):32-41.

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