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Published in: World Journal of Emergency Surgery 1/2018

Open Access 01-12-2018 | Research article

A combination of SOFA score and biomarkers gives a better prediction of septic AKI and in-hospital mortality in critically ill surgical patients: a pilot study

Authors: Chao-Wei Lee, Hao-wei Kou, Hong-Shiue Chou, Hsu-huan Chou, Song-Fong Huang, Chih-Hsiang Chang, Chun-Hsing Wu, Ming-Chin Yu, Hsin-I Tsai

Published in: World Journal of Emergency Surgery | Issue 1/2018

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Abstract

Background

Sepsis is a syndrome characterized by a constellation of clinical manifestations and a significantly high mortality rate in the surgical intensive care unit (ICU). It is frequently complicated by acute kidney injury (AKI), which, in turn, increases the risk of mortality. Therefore, it is of paramount importance to identify those septic patients at risk for the development of AKI and mortality. The objective of this pilot study was to evaluate several different biomarkers, including NGAL, calprotectin, KIM-1, cystatin C, and GDF-15, along with SOFA scores, in predicting the development of septic AKI and associated in-hospital mortality in critically ill surgical patients.

Methods

Patients admitted to the surgical ICU were prospectively enrolled, having given signed informed consent. Their blood and urine samples were obtained and subjected to enzyme-linked immunosorbent assay (ELISA) to determine the levels of various novel biomarkers. The clinical data and survival outcome were recorded and analyzed.

Results

A total of 33 patients were enrolled in the study. Most patients received surgery prior to ICU admission, with abdominal surgery being the most common type of procedure (27 patients (81.8%)). In the study, 22 patients had a diagnosis of sepsis with varying degrees of AKI, while the remaining 11 were free of sepsis. Statistical analysis demonstrated that in patients with septic AKI versus those without, the following were significantly higher: serum NGAL (447.5 ± 35.7 ng/mL vs. 256.5 ± 31.8 ng/mL, P value 0.001), calprotectin (1030.3 ± 298.6 pg/mL vs. 248.1 ± 210.7 pg/mL, P value 0.049), urinary NGAL (434.2 ± 31.5 ng/mL vs. 208.3 ± 39.5 ng/mL, P value < 0.001), and SOFA score (11.5 ± 1.2 vs. 4.4 ± 0.5, P value < 0.001). On the other hand, serum NGAL (428.2 ± 32.3 ng/mL vs. 300.4 ± 44.3 ng/mL, P value 0.029) and urinary NGAL (422.3 ± 33.7 ng/mL vs. 230.8 ± 42.2 ng/mL, P value 0.001), together with SOFA scores (10.6 ± 1.4 vs. 5.6 ± 0.8, P value 0.003), were statistically higher in cases of in-hospital mortality. A combination of serum NGAL, urinary NGAL, and SOFA scores could predict in-hospital mortality with an AUROC of 0.911.

Conclusions

This pilot study demonstrated a promising panel that allows an early diagnosis, high sensitivity, and specificity and a prognostic value for septic AKI and in-hospital mortality in surgical ICU. Further study is warranted to validate our findings.
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Literature
1.
go back to reference Singer M, Deutschman CS, Seymour CW, et al. The third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315(8):801–10.CrossRefPubMedPubMedCentral Singer M, Deutschman CS, Seymour CW, et al. The third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315(8):801–10.CrossRefPubMedPubMedCentral
2.
go back to reference Seymour CW, Liu VX, Iwashyna TJ, et al. Assessment of clinical criteria for sepsis: for the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016;315(8):762–74.CrossRefPubMedPubMedCentral Seymour CW, Liu VX, Iwashyna TJ, et al. Assessment of clinical criteria for sepsis: for the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016;315(8):762–74.CrossRefPubMedPubMedCentral
3.
go back to reference Raith EP, Udy AA, Bailey M, et al. Prognostic accuracy of the SOFA score, SIRS criteria, and qSOFA score for in-hospital mortality among adults with suspected infection admitted to the intensive care unit. JAMA. 2017;317(3):290–300.CrossRefPubMed Raith EP, Udy AA, Bailey M, et al. Prognostic accuracy of the SOFA score, SIRS criteria, and qSOFA score for in-hospital mortality among adults with suspected infection admitted to the intensive care unit. JAMA. 2017;317(3):290–300.CrossRefPubMed
4.
go back to reference Hoste EA, Clermont G, Kersten A, et al. RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. Critical care (London, England). 2006;10(3):R73.CrossRef Hoste EA, Clermont G, Kersten A, et al. RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. Critical care (London, England). 2006;10(3):R73.CrossRef
5.
go back to reference Srisawat N, Sileanu FE, Murugan R, et al. Variation in risk and mortality of acute kidney injury in critically ill patients: a multicenter study. Am J Nephrol. 2015;41(1):81–8.CrossRefPubMed Srisawat N, Sileanu FE, Murugan R, et al. Variation in risk and mortality of acute kidney injury in critically ill patients: a multicenter study. Am J Nephrol. 2015;41(1):81–8.CrossRefPubMed
6.
go back to reference Thakar CV, Christianson A, Freyberg R, Almenoff P, Render ML. Incidence and outcomes of acute kidney injury in intensive care units: a Veterans Administration study. Crit Care Med. 2009;37(9):2552–8.CrossRefPubMed Thakar CV, Christianson A, Freyberg R, Almenoff P, Render ML. Incidence and outcomes of acute kidney injury in intensive care units: a Veterans Administration study. Crit Care Med. 2009;37(9):2552–8.CrossRefPubMed
8.
go back to reference Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P. Acute renal failure—definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Critical care (London, England). 2004;8(4):R204–12.CrossRef Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P. Acute renal failure—definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Critical care (London, England). 2004;8(4):R204–12.CrossRef
9.
go back to reference Nejat M, Pickering JW, Walker RJ, Endre ZH. Rapid detection of acute kidney injury by plasma cystatin C in the intensive care unit. Nephrol Dial Transplant. 2010;25(10):3283–9.CrossRefPubMed Nejat M, Pickering JW, Walker RJ, Endre ZH. Rapid detection of acute kidney injury by plasma cystatin C in the intensive care unit. Nephrol Dial Transplant. 2010;25(10):3283–9.CrossRefPubMed
10.
go back to reference Aydogdu M, Gursel G, Sancak B, et al. The use of plasma and urine neutrophil gelatinase associated lipocalin (NGAL) and cystatin C in early diagnosis of septic acute kidney injury in critically ill patients. Dis Markers. 2013;34(4):237–46.CrossRefPubMedPubMedCentral Aydogdu M, Gursel G, Sancak B, et al. The use of plasma and urine neutrophil gelatinase associated lipocalin (NGAL) and cystatin C in early diagnosis of septic acute kidney injury in critically ill patients. Dis Markers. 2013;34(4):237–46.CrossRefPubMedPubMedCentral
11.
go back to reference Zhang A, Cai Y, Wang PF, et al. Diagnosis and prognosis of neutrophil gelatinase-associated lipocalin for acute kidney injury with sepsis: a systematic review and meta-analysis. Critical Care (London, England). 2016;20:41.CrossRefPubMedCentral Zhang A, Cai Y, Wang PF, et al. Diagnosis and prognosis of neutrophil gelatinase-associated lipocalin for acute kidney injury with sepsis: a systematic review and meta-analysis. Critical Care (London, England). 2016;20:41.CrossRefPubMedCentral
12.
go back to reference Leem AY, Park MS, Park BH, et al. Value of serum cystatin C measurement in the diagnosis of Sepsis-induced kidney injury and prediction of renal function recovery. Yonsei Med J. 2017;58(3):604–12.CrossRefPubMedPubMedCentral Leem AY, Park MS, Park BH, et al. Value of serum cystatin C measurement in the diagnosis of Sepsis-induced kidney injury and prediction of renal function recovery. Yonsei Med J. 2017;58(3):604–12.CrossRefPubMedPubMedCentral
13.
go back to reference Dessing MC, Tammaro A, Pulskens WP, et al. The calcium-binding protein complex S100A8/A9 has a crucial role in controlling macrophage-mediated renal repair following ischemia/reperfusion. Kidney Int. 2015;87(1):85–94.CrossRefPubMed Dessing MC, Tammaro A, Pulskens WP, et al. The calcium-binding protein complex S100A8/A9 has a crucial role in controlling macrophage-mediated renal repair following ischemia/reperfusion. Kidney Int. 2015;87(1):85–94.CrossRefPubMed
14.
go back to reference Heller F, Frischmann S, Grunbaum M, Zidek W, Westhoff TH. Urinary calprotectin and the distinction between prerenal and intrinsic acute kidney injury. Clin J Am Soc Nephrol. 2011;6(10):2347–55.CrossRefPubMedPubMedCentral Heller F, Frischmann S, Grunbaum M, Zidek W, Westhoff TH. Urinary calprotectin and the distinction between prerenal and intrinsic acute kidney injury. Clin J Am Soc Nephrol. 2011;6(10):2347–55.CrossRefPubMedPubMedCentral
15.
go back to reference Seibert FS, Pagonas N, Arndt R, et al. Calprotectin and neutrophil gelatinase-associated lipocalin in the differentiation of pre-renal and intrinsic acute kidney injury. Acta Physiologica (Oxford, England). 2013;207(4):700–8.CrossRef Seibert FS, Pagonas N, Arndt R, et al. Calprotectin and neutrophil gelatinase-associated lipocalin in the differentiation of pre-renal and intrinsic acute kidney injury. Acta Physiologica (Oxford, England). 2013;207(4):700–8.CrossRef
17.
go back to reference Ali H, Hussain N, Naim M, et al. A novel PKD1 variant demonstrates a disease-modifying role in trans with a truncating PKD1 mutation in patients with autosomal dominant polycystic kidney disease. BMC Nephrol. 2015;16:26.CrossRefPubMedPubMedCentral Ali H, Hussain N, Naim M, et al. A novel PKD1 variant demonstrates a disease-modifying role in trans with a truncating PKD1 mutation in patients with autosomal dominant polycystic kidney disease. BMC Nephrol. 2015;16:26.CrossRefPubMedPubMedCentral
18.
go back to reference Basu RK, Kaddourah A, Terrell T, et al. Assessment of Worldwide Acute Kidney Injury, Renal Angina and Epidemiology in critically ill children (AWARE): study protocol for a prospective observational study. BMC Nephrol. 2015;16:24.CrossRefPubMedPubMedCentral Basu RK, Kaddourah A, Terrell T, et al. Assessment of Worldwide Acute Kidney Injury, Renal Angina and Epidemiology in critically ill children (AWARE): study protocol for a prospective observational study. BMC Nephrol. 2015;16:24.CrossRefPubMedPubMedCentral
19.
go back to reference Conroy AL, Hawkes MT, Elphinstone R, et al. Chitinase-3-like 1 is a biomarker of acute kidney injury and mortality in paediatric severe malaria. Malar J. 2018;17(1):82.CrossRefPubMedPubMedCentral Conroy AL, Hawkes MT, Elphinstone R, et al. Chitinase-3-like 1 is a biomarker of acute kidney injury and mortality in paediatric severe malaria. Malar J. 2018;17(1):82.CrossRefPubMedPubMedCentral
20.
go back to reference Gruda MC, Ruggeberg KG, O'Sullivan P, et al. Broad adsorption of sepsis-related PAMP and DAMP molecules, mycotoxins, and cytokines from whole blood using CytoSorb(R) sorbent porous polymer beads. PLoS One. 2018;13(1):e0191676.CrossRefPubMedPubMedCentral Gruda MC, Ruggeberg KG, O'Sullivan P, et al. Broad adsorption of sepsis-related PAMP and DAMP molecules, mycotoxins, and cytokines from whole blood using CytoSorb(R) sorbent porous polymer beads. PLoS One. 2018;13(1):e0191676.CrossRefPubMedPubMedCentral
21.
go back to reference Liu X, Chi X, Gong Q, et al. Association of serum level of growth differentiation factor 15 with liver cirrhosis and hepatocellular carcinoma. PLoS One. 2015;10(5):e0127518.CrossRefPubMedPubMedCentral Liu X, Chi X, Gong Q, et al. Association of serum level of growth differentiation factor 15 with liver cirrhosis and hepatocellular carcinoma. PLoS One. 2015;10(5):e0127518.CrossRefPubMedPubMedCentral
22.
go back to reference Zackular JP, Moore JL, Jordan AT, et al. Dietary zinc alters the microbiota and decreases resistance to Clostridium difficile infection. Nat Med. 2016;22(11):1330–4.CrossRefPubMedPubMedCentral Zackular JP, Moore JL, Jordan AT, et al. Dietary zinc alters the microbiota and decreases resistance to Clostridium difficile infection. Nat Med. 2016;22(11):1330–4.CrossRefPubMedPubMedCentral
23.
go back to reference Zager RA, Johnson AC, Frostad KB. Rapid renal alpha-1 antitrypsin gene induction in experimental and clinical acute kidney injury. PLoS One. 2014;9(5):e98380.CrossRefPubMedPubMedCentral Zager RA, Johnson AC, Frostad KB. Rapid renal alpha-1 antitrypsin gene induction in experimental and clinical acute kidney injury. PLoS One. 2014;9(5):e98380.CrossRefPubMedPubMedCentral
24.
go back to reference Vincent JL, Marshall JC, Namendys-Silva SA, et al. Assessment of the worldwide burden of critical illness: the intensive care over nations (ICON) audit. Lancet Respir Med. 2014;2(5):380–6.CrossRefPubMed Vincent JL, Marshall JC, Namendys-Silva SA, et al. Assessment of the worldwide burden of critical illness: the intensive care over nations (ICON) audit. Lancet Respir Med. 2014;2(5):380–6.CrossRefPubMed
25.
go back to reference Bagshaw SM, George C, Bellomo R. Early acute kidney injury and sepsis: a multicentre evaluation. Critical Care (London, England). 2008;12(2):R47.CrossRef Bagshaw SM, George C, Bellomo R. Early acute kidney injury and sepsis: a multicentre evaluation. Critical Care (London, England). 2008;12(2):R47.CrossRef
26.
go back to reference Martensson J, Martling CR, Bell M. Novel biomarkers of acute kidney injury and failure: clinical applicability. Br J Anaesth. 2012;109(6):843–50.CrossRefPubMed Martensson J, Martling CR, Bell M. Novel biomarkers of acute kidney injury and failure: clinical applicability. Br J Anaesth. 2012;109(6):843–50.CrossRefPubMed
27.
go back to reference Dai X, Zeng Z, Fu C, Zhang S, Cai Y, Chen Z. Diagnostic value of neutrophil gelatinase-associated lipocalin, cystatin C, and soluble triggering receptor expressed on myeloid cells-1 in critically ill patients with sepsis-associated acute kidney injury. Critical Care (London, England). 2015;19:223.CrossRef Dai X, Zeng Z, Fu C, Zhang S, Cai Y, Chen Z. Diagnostic value of neutrophil gelatinase-associated lipocalin, cystatin C, and soluble triggering receptor expressed on myeloid cells-1 in critically ill patients with sepsis-associated acute kidney injury. Critical Care (London, England). 2015;19:223.CrossRef
28.
go back to reference Yamashita T, Doi K, Hamasaki Y, et al. Evaluation of urinary tissue inhibitor of metalloproteinase-2 in acute kidney injury: a prospective observational study. Critical Care (London, England). 2014;18(6):716.CrossRefPubMedCentral Yamashita T, Doi K, Hamasaki Y, et al. Evaluation of urinary tissue inhibitor of metalloproteinase-2 in acute kidney injury: a prospective observational study. Critical Care (London, England). 2014;18(6):716.CrossRefPubMedCentral
29.
go back to reference Hang CC, Yang J, Wang S, Li CS, Tang ZR. Evaluation of serum neutrophil gelatinase-associated lipocalin in predicting acute kidney injury in critically ill patients. J Int Med Res. 2017;45(3):1231–44.CrossRefPubMedPubMedCentral Hang CC, Yang J, Wang S, Li CS, Tang ZR. Evaluation of serum neutrophil gelatinase-associated lipocalin in predicting acute kidney injury in critically ill patients. J Int Med Res. 2017;45(3):1231–44.CrossRefPubMedPubMedCentral
30.
go back to reference Ulas T, Pirr S, Fehlhaber B, et al. S100-alarmin-induced innate immune programming protects newborn infants from sepsis. Nat Immunol. 2017;18(6):622–32.CrossRefPubMed Ulas T, Pirr S, Fehlhaber B, et al. S100-alarmin-induced innate immune programming protects newborn infants from sepsis. Nat Immunol. 2017;18(6):622–32.CrossRefPubMed
31.
go back to reference Gao S, Yang Y, Fu Y, Guo W, Liu G. Diagnostic and prognostic value of myeloid-related protein complex 8/14 for sepsis. Am J Emerg Med. 2015;33(9):1278–82.CrossRefPubMed Gao S, Yang Y, Fu Y, Guo W, Liu G. Diagnostic and prognostic value of myeloid-related protein complex 8/14 for sepsis. Am J Emerg Med. 2015;33(9):1278–82.CrossRefPubMed
32.
go back to reference Patel DM, Connor MJ Jr. Intra-abdominal hypertension and abdominal compartment syndrome: an underappreciated cause of acute kidney injury. Adv Chronic Kidney Dis. 2016;23(3):160–6.CrossRefPubMed Patel DM, Connor MJ Jr. Intra-abdominal hypertension and abdominal compartment syndrome: an underappreciated cause of acute kidney injury. Adv Chronic Kidney Dis. 2016;23(3):160–6.CrossRefPubMed
33.
go back to reference Villa G, Samoni S, De Rosa S, Ronco C. The pathophysiological hypothesis of kidney damage during intra-abdominal hypertension. Front Physiol. 2016;7:55.CrossRefPubMedPubMedCentral Villa G, Samoni S, De Rosa S, Ronco C. The pathophysiological hypothesis of kidney damage during intra-abdominal hypertension. Front Physiol. 2016;7:55.CrossRefPubMedPubMedCentral
34.
go back to reference De Waele JJ, De Laet I, Kirkpatrick AW, Hoste E. Intra-abdominal hypertension and abdominal compartment syndrome. Am J Kidney Dis. 2011;57(1):159–69.CrossRefPubMed De Waele JJ, De Laet I, Kirkpatrick AW, Hoste E. Intra-abdominal hypertension and abdominal compartment syndrome. Am J Kidney Dis. 2011;57(1):159–69.CrossRefPubMed
35.
go back to reference Kirkpatrick AW, Roberts DJ, De Waele J. High versus low blood-pressure target in septic shock. N Engl J Med. 2014;371(3):282–3.CrossRefPubMed Kirkpatrick AW, Roberts DJ, De Waele J. High versus low blood-pressure target in septic shock. N Engl J Med. 2014;371(3):282–3.CrossRefPubMed
36.
go back to reference Chang HJ, Yang J, Kim SC, et al. Intra-abdominal hypertension does not predict renal recovery or in-hospital mortality in critically ill patients with acute kidney injury. Kidney Res Clin Pract. 2015;34(2):103–8.CrossRefPubMedPubMedCentral Chang HJ, Yang J, Kim SC, et al. Intra-abdominal hypertension does not predict renal recovery or in-hospital mortality in critically ill patients with acute kidney injury. Kidney Res Clin Pract. 2015;34(2):103–8.CrossRefPubMedPubMedCentral
Metadata
Title
A combination of SOFA score and biomarkers gives a better prediction of septic AKI and in-hospital mortality in critically ill surgical patients: a pilot study
Authors
Chao-Wei Lee
Hao-wei Kou
Hong-Shiue Chou
Hsu-huan Chou
Song-Fong Huang
Chih-Hsiang Chang
Chun-Hsing Wu
Ming-Chin Yu
Hsin-I Tsai
Publication date
01-12-2018
Publisher
BioMed Central
Published in
World Journal of Emergency Surgery / Issue 1/2018
Electronic ISSN: 1749-7922
DOI
https://doi.org/10.1186/s13017-018-0202-5

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