The use of APACHE II, SOFA, SAPS 3, C-reactive protein/albumin ratio, and lactate to predict mortality of surgical critically ill patients A retrospective cohort study

被引:99
作者
Basile-Filho, Anibal [1 ]
Lago, Alessandra Fabiane [2 ]
Menegheti, Mayra Goncalves [2 ]
Nicolini, Edson Antonio [2 ]
de Brito Rodrigues, Lorena Aparecida [2 ]
Nunes, Roosevelt Santos [2 ]
Auxiliadora-Martins, Maria [2 ]
Ferez, Marcus Antonio [3 ]
机构
[1] Univ Sao Paulo, Div Intens Care Med, Dept Surg & Anat, Ribeirao Preto Med Sch, Ribeirao Preto, SP, Brazil
[2] Hosp Clin Ribeirao Preto, Intens Care Unit, BR-14049900 Ribeirao Preto, SP, Brazil
[3] Hosp Sao Francisco, Intens Care Unit, Ribeirao Preto, SP, Brazil
关键词
biological markers; mortality; prognostic index; ROC curve; sepsis; INTERNATIONAL CONSENSUS DEFINITIONS; INTENSIVE-CARE-UNIT; SEPTIC SHOCK; ABDOMINAL-SURGERY; CLINICAL-CRITERIA; PROTEIN; COMPLICATIONS; SEPSIS; HYPOALBUMINEMIA; BIOMARKERS;
D O I
10.1097/MD.0000000000016204
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Several prognostic indices have been employed to predict the outcome of surgical critically ill patients. Among them, acute physiology and chronic health evaluation (APACHE) II, sequential organ failure assessment (SOFA) and simplified acute physiology score (SAPS 3) are widely used. It seems that biological markers such as C-reactive protein (CRP), albumin, and blood lactate levels correlate with the degree of inflammation during the immediate postoperative phase and could be used as independent predictors. The objective of this study is to compare the different predictive values of prognostic indices and biological markers in the outcome of 847 surgical patients admitted to the intensive care unit (ICU) in the postoperative phase. The patients were divided into survivors (n=765, 57.4% males, age 61, interquartile range 51-71) and nonsurvivors (n=82, 57.3% males, age 70, interquartile range 58-79). APACHE II, APACHE II death probability (DP), SOFA, SAPS 3, SAPS 3 DP, CRP, albumin, and lactate were recorded on ICU admission (first 24 hours). The area under the ROC curve (AUROC) and 95% confidence interval (95% CI) were used to measure the index accuracy to predict mortality. The AUROC and 95% CI for APACHE II, APACHE II DP, SOFA, SAPS 3, SAPS 3 DP, CRP/albumin ratio, CRP, albumin, and lactate were 0.850 (0.824-0.873), 0.855 (0.829-0.878), 0.791 (0.762-0.818), 0.840 (0.813-0.864), 0.840 (0.813-0.864), 0.731 (0.700-0.761), 0.708 (0.676-0.739), 0.697 (0.665-0.728), and 0.601 (0.567-0.634), respectively. The ICU and overall in-hospital mortality were 6.6 and 9.7%, respectively. The APACHE II, APACHE II DP, SAPS 3, SAPS 3 DP, and SOFA scores showed a better performance than CRP/albumin ratio, CRP, albumin, or lactate to predict in-hospital mortality of surgical critically ill patients. Even though all indices were able to discriminate septic from nonsepticpatients, only APACHEII, APACHEIIDP, SOFA and to a lesser extent SAPS 3, SAPS 3 DP, and blood lactate levels could predict in the first 24-hour ICU admission surgical patients who have survived sepsis.
引用
收藏
页数:7
相关论文
共 37 条
[1]   Why the surgical patients are so critical in their intensive care unit arrival? [J].
Basile-Filho, Anibal ;
Menegueti, Mayra Goncalves ;
Auxiliadora-Martins, Maria ;
Nicolini, Edson Antonio .
ACTA CIRURGICA BRASILEIRA, 2013, 28 :48-53
[2]   The use of perioperative serial blood lactate levels, the APACHE II and the postoperative MELD as predictors of early mortality after liver transplantation [J].
Basile-Filho, Anibal ;
Nicolini, Edson Antonio ;
Auxiliadora-Martins, Maria ;
de Castro e Silva, Orlando, Jr. .
ACTA CIRURGICA BRASILEIRA, 2011, 26 (06) :535-540
[3]   Utility of base deficit, lactic acid, microalbuminuria, and C-reactive protein in the early detection of complications in the immediate postoperative evolution [J].
Bianchi, RA ;
Silva, NA ;
Natal, ML ;
Romero, MC .
CLINICAL BIOCHEMISTRY, 2004, 37 (05) :404-407
[4]   A Review of the Application of Inflammatory Biomarkers in Epidemiologic Cancer Research [J].
Brenner, Darren R. ;
Scherer, Dominique ;
Muir, Kenneth ;
Schildkraut, Joellen ;
Boffetta, Paolo ;
Spitz, Margaret R. ;
Le Marchand, Loic ;
Chan, Andrew T. ;
Goode, Ellen L. ;
Ulrich, Cornelia M. ;
Hung, Rayjean J. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2014, 23 (09) :1729-1751
[5]   Procalcitonin as a prognostic and diagnostic tool for septic complications after major trauma [J].
Castelli, Gian Paolo ;
Pognani, Claudio ;
Cita, Massimo ;
Paladini, Rolando .
CRITICAL CARE MEDICINE, 2009, 37 (06) :1845-1849
[6]   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
[7]   Evaluation of a modified early warning system for acute medical admissions and comparison with C-reactive protein/albumin ratio as a predictor of patient outcome [J].
Fairclough, Emily ;
Cairns, Eleanor ;
Hamilton, Jennifer ;
Kelly, Clive .
CLINICAL MEDICINE, 2009, 9 (01) :30-33
[8]  
FLECK A, 1985, LANCET, V1, P781
[9]  
FRANCIS THOMAS, 1930, JOUR EXP MED, V52, P573, DOI 10.1084/jem.52.4.573
[10]   Diagnostic value of C-reactive protein to rule out infectious complications after major abdominal surgery: a systematic review and meta-analysis [J].
Gans, Sarah L. ;
Atema, Jasper J. ;
Dieren, Susan van ;
Koerkamp, Bas Groot ;
Boermeester, Marja A. .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2015, 30 (07) :861-873