Performance of the third-generation models of severity scoring systems (APACHE IV, SAPS 3 and MPM-III) in acute kidney injury critically ill patients

被引:30
作者
Costa e Silva, Veronica Torres [1 ]
de Castro, Isac [1 ]
Liano, Fernando [2 ]
Muriel, Alfonso
Rodriguez-Palomares, Jose R. [2 ]
Yu, Luis [1 ]
机构
[1] Univ Sao Paulo, Sch Med, Div Nephrol, Sao Paulo, Brazil
[2] Hosp Univ Ramon y Cajal, IRYCIS, Div Nephrol, Madrid, Spain
关键词
acute kidney injury; intensive care unit; prognostic factors; severity scoring systems; third generation models; ACUTE-RENAL-FAILURE; INTENSIVE-CARE-UNIT; HOSPITAL MORTALITY; EXTERNAL VALIDATION; PROGNOSTIC MODEL; ACUTE PHYSIOLOGY; ADMISSION SCORE; RIFLE CRITERIA; ICU; PREDICTION;
D O I
10.1093/ndt/gfr201
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
Background. Severity scores are useful to guarantee similar disease severity among groups in clinical trials and to enable comparison between different studies. The aim of this study was to assess the performance of the third generation models of severity scoring systems [simplified acute physiology score (SAPS) 3, acute physiology and chronic health evaluation (APACHE) IV and mortality probability model (MPM)-III] in acute kidney injury (AKI) patients in the intensive care unit (ICU). Methods. Three hundred and sixty-six consecutive AKI critically ill patients were prospectively assessed in six ICUs of an academic tertiary care center. Scores were applied on AKI diagnosis day (DD) and on the day of nephrology consultation (NCD). Discrimination was assessed by area under the receiver operating characteristic curve (AUCROC) and calibration by Hosmer-Lemeshow (HL) goodness-of-fit test. Results. Hospital mortality rate was 67.8%. SAPS 3 general and Central and South America (CSA) customized equations presented identical good discrimination (AUCROC curve: 0.80 on NCD) and satisfactory HL tests on both analyzed days (P > 0.100). CSA SAPS 3 equation predicted mortality more accurately [standardized mortality ratio (SMR) on NCD = 1.00 (95% confidence interval (CI) 0.84-1.34)]. APACHE IV and MPM-III scores presented similar discrimination compared to SAPS 3 on both analyzed days (P > 0.05). APACHE IV presented satisfactory HL tests over time (P > 0.100) but underestimated mortality [SMR on DD 1.92 (95% CI 1.61-2.23); SMR on NCD 1.46 (95% CI 1.48-1.96)]. MPM-III showed unsatisfactory HL test results (P = 0.027 on DD; P = 0.045 on NCD) and underestimated mortality [SMR on NCD - 2.09 (95% CI 1.48-1.96)]. Conclusions. SAPS 3, especially the geographical customized equation, presented good discrimination and calibration performances, accurately predicting mortality in this group of AKI critically ill patients.
引用
收藏
页码:3894 / 3901
页数:8
相关论文
共 45 条
  • [1] 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
    Bellomo, R
    Ronco, C
    Kellum, JA
    Mehta, RL
    Palevsky, P
    [J]. CRITICAL CARE, 2004, 8 (04): : R204 - R212
  • [2] The epidemiology of acute renal failure: 1975 versus 2005
    Bellomo, Rinaldo
    [J]. CURRENT OPINION IN CRITICAL CARE, 2006, 12 (06) : 557 - 560
  • [3] Belsley D.A., 1991, Conditioning Diagnostics: Collinearity and Weak Data in Regression, Probability and Mathematical Statistics
  • [4] In severe acute kidney injury, a higher serum creatinine is paradoxically associated with better patient survival
    Cerda, Jorge
    Cerda, Magdalena
    Kilcullen, Patricia
    Prendergast, Jayne
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2007, 22 (10) : 2781 - 2784
  • [5] Mortality after acute renal failure: Models for prognostic stratification and risk adjustment
    Chertow, G. M.
    Soroko, S. H.
    Paganini, E. P.
    Cho, K. C.
    Himmelfarb, J.
    Ikizler, T. A.
    Mehta, R. L.
    [J]. KIDNEY INTERNATIONAL, 2006, 70 (06) : 1120 - 1126
  • [6] Sequential evaluation of prognostic models in the early diagnosis of acute kidney injury in the intensive care unit
    Costa e Silva, Veronica Torres
    de Castro, Isac
    Liano, Fernando
    Muriel, Alfonso
    Rodriguez-Palomares, Jose R.
    Yu, Luis
    [J]. KIDNEY INTERNATIONAL, 2009, 75 (09) : 982 - 986
  • [7] Acute renal failure in the ICU:: risk factors and outcome evaluated by the SOFA score
    de Mendonça, A
    Vincent, JL
    Suter, PM
    Moreno, R
    Dearden, NM
    Antonelli, M
    Takala, J
    Sprung, C
    Cantraine, F
    [J]. INTENSIVE CARE MEDICINE, 2000, 26 (07) : 915 - 921
  • [8] COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH
    DELONG, ER
    DELONG, DM
    CLARKEPEARSON, DI
    [J]. BIOMETRICS, 1988, 44 (03) : 837 - 845
  • [9] Douma CE, 1997, J AM SOC NEPHROL, V8, P111
  • [10] Predicting patient outcome from acute renal failure comparing three general severity of illness scoring systems
    Fiaccadori, E
    Maggiore, U
    Lombardi, M
    Leonardi, S
    Rotelli, C
    Borghetti, A
    [J]. KIDNEY INTERNATIONAL, 2000, 58 (01) : 283 - 292