Predictive Performance of the Simplified Acute Physiology Score (SAPS) II and the Initial Sequential Organ Failure Assessment (SOFA) Score in Acutely Ill Intensive Care Patients: Post-Hoc Analyses of the SUP-ICU Inception Cohort Study

被引:34
作者
Granholm, Anders [1 ]
Moller, Morten Hylander [1 ]
Krag, Mette [1 ]
Perner, Anders [1 ]
Hjortrup, Peter Buhl [1 ]
机构
[1] Rigshosp, Copenhagen Univ Hosp, Dept Intens Care, Copenhagen, Denmark
来源
PLOS ONE | 2016年 / 11卷 / 12期
关键词
LENGTH-OF-STAY; APACHE-II; PROGNOSTIC PERFORMANCE; EXTERNAL VALIDATION; HOSPITAL MORTALITY; ADMISSION SCORE; CRITICALLY-ILL; CASE-MIX; UNIT; MULTICENTER;
D O I
10.1371/journal.pone.0168948
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose Severity scores including the Simplified Acute Physiology Score (SAPS) II and the Sequential Organ Failure Assessment (SOFA) score are used in intensive care units (ICUs) to assess disease severity, predict mortality and in research. We aimed to assess the predictive performance of SAPS II and the initial SOFA score for in-hospital and 90-day mortality in a contemporary international cohort. Methods This was a post-hoc study of the Stress Ulcer Prophylaxis in the Intensive Care Unit (SUP-ICU) inception cohort study, which included acutely ill adults from ICUs across 11 countries (n = 1034). We compared the discrimination of SAPS II and initial SOFA scores, compared the discrimination of SAPS II in our cohort with the original cohort, assessed the calibration of SAPS II customised to our cohort, and compared the discrimination for 90-day mortality vs. in-hospital mortality for both scores. Discrimination was evaluated using areas under the receiver operating characteristics curves (AUROC). Calibration was evaluated using Hosmer-Lemeshow's goodness-of-fit (C) over cap -statistic. Results AUROC for in-hospital mortality was 0.80 (95% confidence interval (CI) 0.77-0.83) for SAPS II and 0.73 (95% CI 0.69-0.76) for initial SOFA score (P<0.001 for the comparison). Calibration of the customised SAPS II for predicting in-hospital mortality was adequate (P = 0.60). Discrimination of SAPS II was reduced compared with the original SAPS II validation sample (AUROC 0.80 vs. 0.86; P = 0.001). AUROC for 90-day mortality was 0.79 (95% CI 0.76-0.82; P = 0.74 for comparison with in-hospital mortality) for SAPS II and 0.71 (95% CI 0.68-0.75; P = 0.66 for comparison with in-hospital mortality) for the initial SOFA score. Conclusions The predictive performance of SAPS II was similar for in-hospital and 90-day mortality and superior to that of the initial SOFA score, but SAPS II's performance has decreased over time. Use of a contemporary severity score with improved predictive performance may be of value.
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共 48 条
[1]   Describing ICU data with tables [J].
Alberti, Corinne ;
Boulkedid, Rym .
INTENSIVE CARE MEDICINE, 2014, 40 (05) :667-673
[2]   The performance of SAPS II in a cohort of patients admitted to 99 Italian ICUs: Results from GiViTl [J].
Apolone, G ;
Bertolini, G ;
DAmico, R ;
Iapichino, G ;
Cattaneo, A ;
DeSalvo, G ;
Melotti, RM .
INTENSIVE CARE MEDICINE, 1996, 22 (12) :1368-1378
[3]   External validation of the SAPS II, APACHE II and APACHE III prognostic models in South England: a multicentre study [J].
Beck, DH ;
Smith, GB ;
Pappachan, JV ;
Millar, B .
INTENSIVE CARE MEDICINE, 2003, 29 (02) :249-256
[4]  
Beck DH, 2002, ANAESTHESIA, V57, P785
[5]   Prediction of long-term mortality in ICU patients: model validation and assessing the effect of using in-hospital versus long-term mortality on benchmarking [J].
Brinkman, Sylvia ;
Abu-Hanna, Ameen ;
de Jonge, Evert ;
de Keizer, Nicolette F. .
INTENSIVE CARE MEDICINE, 2013, 39 (11) :1925-1931
[6]   Validation of SAPS 3 Admission Score and comparison with SAPS II [J].
Capuzzo, M. ;
Scaramuzza, A. ;
Vaccarini, B. ;
Gilli, G. ;
Zannoli, S. ;
Farabegoli, L. ;
Felisatti, G. ;
Davanzo, E. ;
Alvisi, R. .
ACTA ANAESTHESIOLOGICA SCANDINAVICA, 2009, 53 (05) :589-594
[7]   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
[8]   Prognostic performance of the Simplified Acute Physiology Score II in major Croatian hospitals: a prospective multicenter study [J].
Desa, Kristian ;
Peric, Mladen ;
Husedzinovic, Ino ;
Sustic, Alan ;
Korusic, Andelko ;
Karadza, Vjekoslav ;
Matlekovic, Drazen ;
Prstec-Veronek, Branka ;
Zuvic-Butorac, Marta ;
Sokolic, Jadranko ;
Siranovic, Mladen ;
Bosnjak, Danica ;
Spicek-Macan, Jasna ;
Gustin, Denis ;
Ozeg-Jakopovic, Drazenka .
CROATIAN MEDICAL JOURNAL, 2012, 53 (05) :442-449
[9]   Rating the quality of intensive care units: Is it a function of the intensive care unit scoring system? [J].
Glance, LG ;
Osler, TM ;
Dick, A .
CRITICAL CARE MEDICINE, 2002, 30 (09) :1976-1982
[10]  
Gonen M., 2007, Analyzing Receiver Operating Characteristic Curves with SAS