The REDS score: a new scoring system to risk-stratify emergency department suspected sepsis: a derivation and validation study

被引:15
作者
Sivayoham, Narani [1 ]
Blake, Lesley A. [1 ]
Tharimoopantavida, Shafi E. [1 ]
Chughtai, Saad [1 ]
Hussain, Adil N. [1 ]
Cecconi, Maurizio [2 ,3 ]
Rhodes, Andrew [4 ,5 ]
机构
[1] St Goerges Univ Hosp NHS FT, Emergency Dept, London, England
[2] Humanitas Res Hosp, Anaesthesia & Intens Care, Milan, Italy
[3] Humanitas Univ, Milan, Italy
[4] St Georges Healthcare NHS Trust, Adult Intens Care Unit, London, England
[5] St Georges Univ London, London, England
关键词
clinical prediction rule; lactate; sepsis; INTERNATIONAL CONSENSUS DEFINITIONS; ORGAN FAILURE ASSESSMENT; GOAL-DIRECTED THERAPY; SEPTIC SHOCK; PROGNOSTIC ACCURACY; CLINICAL-CRITERIA; MORTALITY; INFECTION;
D O I
10.1136/bmjopen-2019-030922
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective To derive and validate a new clinical prediction rule to risk-stratify emergency department (ED) patients admitted with suspected sepsis. Design Retrospective prognostic study of prospectively collected data. Setting ED. Participants Patients aged >= 18 years who met two Systemic Inflammatory Response Syndrome criteria or one Red Flag sepsis criteria on arrival, received intravenous antibiotics for a suspected infection and admitted. Primary outcome measure In-hospital all-cause mortality. Method The data were divided into derivation and validation cohorts. The simplified-Mortality in Severe Sepsis in the ED score and quick-SOFA scores, refractory hypotension and lactate were collectively termed 'component scores' and cumulatively termed the 'Risk-stratification of ED suspected Sepsis (REDS) score'. Each patient in the derivation cohort received a score (0-3) for each component score. The REDS score ranged from 0 to 12. The component scores were subject to univariate and multivariate logistic regression analyses. The receiver operator characteristic (ROC) curves for the REDS and the components scores were constructed and their cut-off points identified. Scores above the cut-off points were deemed high-risk. The area under the ROC (AUROC) curves and sensitivity for mortality of the high-risk category of the REDS score and component scores were compared. The REDS score was internally validated. Results 2115 patients of whom 282 (13.3%) died in hospital. Derivation cohort: 1078 patients with 140 deaths (13%). The AUROC curve with 95% CI, cut-off point and sensitivity for mortality (95% CI) of the high-risk category of the REDS score were: derivation: 0.78 (0.75 to 0.80); >= 3; 85.0 (78 to 90.5). Validation: 0.74 (0.71 to 0.76); >= 3; 84.5 (77.5 to 90.0). The AUROC curve and the sensitivity for mortality of the REDS score was better than that of the component scores. Specificity and mortality rates for REDS scores of >= 3, >= 5 and >= 7 were 54.8%, 88.8% and 96.9% and 21.8%, 36.0% and 49.1%, respectively. Conclusion The REDS score is a simple and objective score to risk-stratify ED patients with suspected sepsis.
引用
收藏
页数:10
相关论文
共 22 条
[1]  
[Anonymous], 2015, NATL CONFIDENTIAL EN
[2]   AMERICAN-COLLEGE OF CHEST PHYSICIANS SOCIETY OF CRITICAL CARE MEDICINE CONSENSUS CONFERENCE - DEFINITIONS FOR SEPSIS AND ORGAN FAILURE AND GUIDELINES FOR THE USE OF INNOVATIVE THERAPIES IN SEPSIS [J].
BONE, RC ;
BALK, RA ;
CERRA, FB ;
DELLINGER, RP ;
FEIN, AM ;
KNAUS, WA ;
SCHEIN, RMH ;
SIBBALD, WJ ;
ABRAMS, JH ;
BERNARD, GR ;
BIONDI, JW ;
CALVIN, JE ;
DEMLING, R ;
FAHEY, PJ ;
FISHER, CJ ;
FRANKLIN, C ;
GORELICK, KJ ;
KELLEY, MA ;
MAKI, DG ;
MARSHALL, JC ;
MERRILL, WW ;
PRIBBLE, JP ;
RACKOW, EC ;
RODELL, TC ;
SHEAGREN, JN ;
SILVER, M ;
SPRUNG, CL ;
STRAUBE, RC ;
TOBIN, MJ ;
TRENHOLME, GM ;
WAGNER, DP ;
WEBB, CD ;
WHERRY, JC ;
WIEDEMANN, HP ;
WORTEL, CH .
CRITICAL CARE MEDICINE, 1992, 20 (06) :864-874
[3]   Quick Sepsis-related Organ Failure Assessment; Systemic Inflammatory Response Syndrome, and Early Warning Scores for Detecting Clinical Deterioration in Infected Patients outside the Intensive Care Unit [J].
Churpek, Matthew M. ;
Snyder, Ashley ;
Han, Xuan ;
Sokol, Sarah ;
Pettit, Natasha ;
Howell, Michael D. ;
Edelson, Dana P. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2017, 195 (07) :906-911
[4]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[5]   Prognostic Accuracy of the Quick Sequential Organ Failure Assessment for Mortality in Patients With Suspected Infection A Systematic Review and Meta-analysis [J].
Fernando, Shannon M. ;
Tran, Alexandre ;
Taljaard, Monica ;
Cheng, Wei ;
Rochwerg, Bram ;
Seely, Andrew J. E. ;
Perry, Jeffrey J. .
ANNALS OF INTERNAL MEDICINE, 2018, 168 (04) :266-+
[6]   Prognostic Accuracy of Sepsis-3 Criteria for In-Hospital Mortality Among Patients With Suspected Infection Presenting to the Emergency Department [J].
Freund, Yonathan ;
Lemachatti, Najla ;
Krastinova, Evguenia ;
Van Laer, Marie ;
Claessens, Yann-Erick ;
Avondo, Aurelie ;
Occelli, Celine ;
Feral-Pierssens, Anne-Laure ;
Truchot, Jennifer ;
Ortega, Mar ;
Carneiro, Bruno ;
Pernet, Julie ;
Claret, Pierre-Geraud ;
Dami, Fabrice ;
Bloom, Ben ;
Riou, Bruno ;
Beaune, Sebastien .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 317 (03) :301-308
[7]  
Hosmer DW., 2013, APPL LOGISTIC REGRES, DOI [DOI 10.1002/9781118548387, 10.1002/9781118548387]
[8]   Usefulness of the Mortality in Severe Sepsis in the Emergency Department score in an urban tertiary care hospital [J].
McCormack, Denise ;
Ruderman, Avi ;
Menges, William ;
Kulkarni, Miriam ;
Murano, Tiffany ;
Keller, Steven E. .
AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2016, 34 (06) :1117-1120
[9]   Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016 [J].
Rhodes, Andrew ;
Evans, Laura E. ;
Alhazzani, Waleed ;
Levy, Mitchell M. ;
Antonelli, Massimo ;
Ferrer, Ricard ;
Kumar, Anand ;
Sevransky, Jonathan E. ;
Sprung, Charles L. ;
Nunnally, Mark E. ;
Rochwerg, Bram ;
Rubenfeld, Gordon D. ;
Angus, Derek C. ;
Annane, Djillali ;
Beale, Richard J. ;
Bellinghan, Geoffrey J. ;
Bernard, Gordon R. ;
Chiche, Jean-Daniel ;
Coopersmith, Craig ;
De Backer, Daniel P. ;
French, Craig J. ;
Fujishima, Seitaro ;
Gerlach, Herwig ;
Hidalgo, Jorge Luis ;
Hollenberg, Steven M. ;
Jones, Alan E. ;
Karnad, Dilip R. ;
Kleinpell, Ruth M. ;
Koh, Younsuck ;
Lisboa, Thiago Costa ;
Machado, Flavia R. ;
Marini, John J. ;
Marshall, John C. ;
Mazuski, John E. ;
McIntyre, Lauralyn A. ;
McLean, Anthony S. ;
Mehta, Sangeeta ;
Moreno, Rui P. ;
Myburgh, John ;
Navalesi, Paolo ;
Nishida, Osamu ;
Osborn, Tiffany M. ;
Perner, Anders ;
Plunkett, Colleen M. ;
Ranieri, Marco ;
Schorr, Christa A. ;
Seckel, Maureen A. ;
Seymour, Christopher W. ;
Shieh, Lisa ;
Shukri, Khalid A. .
CRITICAL CARE MEDICINE, 2017, 45 (03) :486-552
[10]   Early goal-directed therapy in the treatment of severe sepsis and septic shock. [J].
Rivers, E ;
Nguyen, B ;
Havstad, S ;
Ressler, J ;
Muzzin, A ;
Knoblich, B ;
Peterson, E ;
Tomlanovich, M .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 345 (19) :1368-1377