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Published in: Critical Care 2/2011

Open Access 01-04-2011 | Research

Assessment of disease-severity scoring systems for patients with sepsis in general internal medicine departments

Authors: Nesrin O Ghanem-Zoubi, Moshe Vardi, Arie Laor, Gabriel Weber, Haim Bitterman

Published in: Critical Care | Issue 2/2011

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Abstract

Introduction

Due to the increasing burden on hospital systems, most elderly patients with non-surgical sepsis are admitted to general internal medicine departments. Disease-severity scoring systems are used for stratification of patients for utilization management, performance assessment, and clinical research. Some widely used scoring systems for septic patients are inappropriate when rating non-surgical patients in a non-intensive care unit (ICU) environment mainly because their calculations require types of data that are frequently unavailable. This study aimed to assess the fitness of four scoring systems for septic patients hospitalized in general internal medicine departments: modified early warning score (MEWS), simple clinical score (SCS), mortality in emergency department sepsis (MEDS) score, and rapid emergency medicine score (REMS).

Methods

We prospectively collected computerized data of septic patients admitted to general internal medicine departments in our community-based university hospital. We followed 28-day in-hospital mortality, overall in-hospital mortality, and 30- and 60-day mortality. Using a logistic regression procedure we calculated the area under ROC curve (AUC) for every scoring system.

Results

Between February 1st, 2008 and April 30th, 2009 we gathered data of 1,072 patients meeting sepsis criteria on admission to general internal medicine departments. The 28-day mortality was 19.4%. The AUC for the MEWS was 0.65-0.70, for the SCS 0.76-0.79, for the MEDS 0.73-0.75, and for the REMS, 0.74-0.79. Using Hosmer-Lemeshow statistics, a lack of fit was found for the MEDS model. All scoring systems performed better than calculations based on sepsis severity.

Conclusions

The SCS and REMS are the most appropriate clinical scores to predict the mortality of patients with sepsis in general internal medicine departments.
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Literature
1.
go back to reference Martin GS, Mannino DM, Eaton S, Moss M: The epidemiology of sepsis in the United States from 1979 through 2000. N Engl J Med 2003, 348: 1546-1554. 10.1056/NEJMoa022139CrossRefPubMed Martin GS, Mannino DM, Eaton S, Moss M: The epidemiology of sepsis in the United States from 1979 through 2000. N Engl J Med 2003, 348: 1546-1554. 10.1056/NEJMoa022139CrossRefPubMed
2.
go back to reference Heron M, Hoyert DL, Murphy SL, Xu J, Kochanek KD, Tejada-Vera B: Deaths: final data for 2006. Natl Vital Stat Rep 2009, 57: 1-136.PubMed Heron M, Hoyert DL, Murphy SL, Xu J, Kochanek KD, Tejada-Vera B: Deaths: final data for 2006. Natl Vital Stat Rep 2009, 57: 1-136.PubMed
3.
go back to reference Angus DC, Linde-Zwirble WT, Lidicker J, Clermont G, Carcillo J, Pinsky MR: Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care. Crit Care Med 2001, 29: 1303-1310. 10.1097/00003246-200107000-00002CrossRefPubMed Angus DC, Linde-Zwirble WT, Lidicker J, Clermont G, Carcillo J, Pinsky MR: Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care. Crit Care Med 2001, 29: 1303-1310. 10.1097/00003246-200107000-00002CrossRefPubMed
4.
go back to reference Sundararajan V, MacIsaac CM, Presneill JJ, Cade JF, Visvanathan K: Epidemiology of sepsis in Victoria, Australia. Crit Care Med 2005, 33: 71-80. 10.1097/01.CCM.0000150027.98160.80CrossRefPubMed Sundararajan V, MacIsaac CM, Presneill JJ, Cade JF, Visvanathan K: Epidemiology of sepsis in Victoria, Australia. Crit Care Med 2005, 33: 71-80. 10.1097/01.CCM.0000150027.98160.80CrossRefPubMed
5.
go back to reference Esteban A, Frutos-Vivar F, Ferguson ND, Peñuelas O, Lorente JA, Gordo F, Honrubia T, Algora A, Bustos A, García G, Diaz-Regañón IR, de Luna RR: Sepsis incidence and outcome: contrasting the intensive care unit with the hospital ward. Crit Care Med 2007, 35: 1284-1289. 10.1097/01.CCM.0000260960.94300.DECrossRefPubMed Esteban A, Frutos-Vivar F, Ferguson ND, Peñuelas O, Lorente JA, Gordo F, Honrubia T, Algora A, Bustos A, García G, Diaz-Regañón IR, de Luna RR: Sepsis incidence and outcome: contrasting the intensive care unit with the hospital ward. Crit Care Med 2007, 35: 1284-1289. 10.1097/01.CCM.0000260960.94300.DECrossRefPubMed
6.
go back to reference Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall JC, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM: Surviving Sepsis Campaign Management Guidelines Committee, 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 Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall JC, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM: Surviving Sepsis Campaign Management Guidelines Committee, 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
7.
go back to reference Dellinger RP, Levy MM, Carlet JM, Bion J, Parker MM, Jaeschke R, Reinhart K, Angus DC, Brun-Buisson C, Beale R, Calandra T, Dhainaut JF, Gerlach H, Harvey M, Marini JJ, Marshall J, Ranieri M, Ramsay G, Sevransky J, Thompson BT, Townsend S, Vender JS, Zimmerman JL, Vincent JL: Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock: 2008. Crit Care Med 2008, 36: 296-327. 10.1097/01.CCM.0000298158.12101.41CrossRefPubMed Dellinger RP, Levy MM, Carlet JM, Bion J, Parker MM, Jaeschke R, Reinhart K, Angus DC, Brun-Buisson C, Beale R, Calandra T, Dhainaut JF, Gerlach H, Harvey M, Marini JJ, Marshall J, Ranieri M, Ramsay G, Sevransky J, Thompson BT, Townsend S, Vender JS, Zimmerman JL, Vincent JL: Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock: 2008. Crit Care Med 2008, 36: 296-327. 10.1097/01.CCM.0000298158.12101.41CrossRefPubMed
8.
go back to reference Arregui LM, Moyes DG, Lipman J, Fatti LP: Comparison of disease severity scoring systems in septic shock. Crit Care Med 1991, 19: 1165-1171. 10.1097/00003246-199109000-00012CrossRefPubMed Arregui LM, Moyes DG, Lipman J, Fatti LP: Comparison of disease severity scoring systems in septic shock. Crit Care Med 1991, 19: 1165-1171. 10.1097/00003246-199109000-00012CrossRefPubMed
9.
go back to reference Arabi Y, Al Shirawi N, Memish Z, Venkatesh S, Al-Shimemeri A: Assessment of six mortality prediction models in patients admitted with severe sepsis and septic shock to the intensive care unit: a prospective cohort study. Crit Care 2003, 7: R116-122. 10.1186/cc2373PubMedCentralCrossRefPubMed Arabi Y, Al Shirawi N, Memish Z, Venkatesh S, Al-Shimemeri A: Assessment of six mortality prediction models in patients admitted with severe sepsis and septic shock to the intensive care unit: a prospective cohort study. Crit Care 2003, 7: R116-122. 10.1186/cc2373PubMedCentralCrossRefPubMed
10.
go back to reference Marra AR, Bearman GM, Wenzel RP, Edmond MB: Comparison of severity of illness scoring systems for patients with nosocomial bloodstream infection due to Pseudomonas aeruginosa . BMC Infect Dis 2006, 6: 132. 10.1186/1471-2334-6-132PubMedCentralCrossRefPubMed Marra AR, Bearman GM, Wenzel RP, Edmond MB: Comparison of severity of illness scoring systems for patients with nosocomial bloodstream infection due to Pseudomonas aeruginosa . BMC Infect Dis 2006, 6: 132. 10.1186/1471-2334-6-132PubMedCentralCrossRefPubMed
11.
go back to reference Rhee JY, Kwon KT, Ki HK, Shin SY, Jung DS, Chung DR, Ha BC, Peck KR, Song JH: Scoring systems for prediction of mortality in patients with intensive care unit-acquired sepsis: a comparison of the Pitt bacteremia score and the Acute Physiology and Chronic Health Evaluation II scoring systems. Shock 2009, 31: 146-150. 10.1097/SHK.0b013e318182f98fCrossRefPubMed Rhee JY, Kwon KT, Ki HK, Shin SY, Jung DS, Chung DR, Ha BC, Peck KR, Song JH: Scoring systems for prediction of mortality in patients with intensive care unit-acquired sepsis: a comparison of the Pitt bacteremia score and the Acute Physiology and Chronic Health Evaluation II scoring systems. Shock 2009, 31: 146-150. 10.1097/SHK.0b013e318182f98fCrossRefPubMed
12.
go back to reference Yandiola PP, Capelastegui A, Quintana J, Diez R, Gorordo I, Bilbao A, Zalacain R, Menendez R, Torres A: Prospective comparison of severity scores for predicting clinically relevant outcomes for patients hospitalized with community-acquired pneumonia. Chest 2009, 135: 1572-1579. 10.1378/chest.08-2179CrossRefPubMed Yandiola PP, Capelastegui A, Quintana J, Diez R, Gorordo I, Bilbao A, Zalacain R, Menendez R, Torres A: Prospective comparison of severity scores for predicting clinically relevant outcomes for patients hospitalized with community-acquired pneumonia. Chest 2009, 135: 1572-1579. 10.1378/chest.08-2179CrossRefPubMed
13.
go back to reference Barriere SL, Lowry SF: An overview of mortality risk prediction in sepsis. Crit Care Med 1995, 23: 376-393. 10.1097/00003246-199502000-00026CrossRefPubMed Barriere SL, Lowry SF: An overview of mortality risk prediction in sepsis. Crit Care Med 1995, 23: 376-393. 10.1097/00003246-199502000-00026CrossRefPubMed
14.
go back to reference Subbe CP, Kruger M, Rutherford P, Gemmel L: Validation of modified early warning score in medical admissions. QJM 2001, 94: 521-526. 10.1093/qjmed/94.10.521CrossRefPubMed Subbe CP, Kruger M, Rutherford P, Gemmel L: Validation of modified early warning score in medical admissions. QJM 2001, 94: 521-526. 10.1093/qjmed/94.10.521CrossRefPubMed
15.
go back to reference Kellett J, Deane B: The Simple Clinical Score predicts mortality for 30 days after admission to an acute medical unit. QJM 2006, 99: 771-781. 10.1093/qjmed/hcl112CrossRefPubMed Kellett J, Deane B: The Simple Clinical Score predicts mortality for 30 days after admission to an acute medical unit. QJM 2006, 99: 771-781. 10.1093/qjmed/hcl112CrossRefPubMed
16.
go back to reference Shapiro NI, Wolfe RE, Moore RB, Smith E, Burdick E, Bates DW: Mortality in Emergency Department Sepsis (MEDS) score: a prospective derived and validated clinical prediction rule. Crit Care Med 2003, 31: 670-675. 10.1097/01.CCM.0000054867.01688.D1CrossRefPubMed Shapiro NI, Wolfe RE, Moore RB, Smith E, Burdick E, Bates DW: Mortality in Emergency Department Sepsis (MEDS) score: a prospective derived and validated clinical prediction rule. Crit Care Med 2003, 31: 670-675. 10.1097/01.CCM.0000054867.01688.D1CrossRefPubMed
17.
go back to reference Olsson T, Terent A, Lind L: Rapid Emergency Medicine score: a new prognostic tool for in-hospital mortality in nonsurgical emergency department patients. J Intern Med 2004, 255: 579-587. 10.1111/j.1365-2796.2004.01321.xCrossRefPubMed Olsson T, Terent A, Lind L: Rapid Emergency Medicine score: a new prognostic tool for in-hospital mortality in nonsurgical emergency department patients. J Intern Med 2004, 255: 579-587. 10.1111/j.1365-2796.2004.01321.xCrossRefPubMed
18.
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 - ACCP/SCCM Consensus Conference - American College of Chest Physicians/Society of Critical Care Medicine. Chest 1992, 101: 1644-1655. 10.1378/chest.101.6.1644CrossRefPubMed 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 - ACCP/SCCM Consensus Conference - American College of Chest Physicians/Society of Critical Care Medicine. Chest 1992, 101: 1644-1655. 10.1378/chest.101.6.1644CrossRefPubMed
19.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988, 44: 837-845. 10.2307/2531595CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988, 44: 837-845. 10.2307/2531595CrossRefPubMed
20.
go back to reference SAS 9.2/STAT Software SAS Institute Inc., SAS Campus Drive. Cary, NC 27513, USA; SAS 9.2/STAT Software SAS Institute Inc., SAS Campus Drive. Cary, NC 27513, USA;
21.
go back to reference Angus DC: Study design issues in sepsis trials. Sepsis 2000, 4: 7-13. 10.1023/A:1009852532547CrossRef Angus DC: Study design issues in sepsis trials. Sepsis 2000, 4: 7-13. 10.1023/A:1009852532547CrossRef
Metadata
Title
Assessment of disease-severity scoring systems for patients with sepsis in general internal medicine departments
Authors
Nesrin O Ghanem-Zoubi
Moshe Vardi
Arie Laor
Gabriel Weber
Haim Bitterman
Publication date
01-04-2011
Publisher
BioMed Central
Published in
Critical Care / Issue 2/2011
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/cc10102

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