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.
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页数:7
相关论文
共 37 条
[11]   Postoperative Albumin Drop Is a Marker for Surgical Stress and a Predictor for Clinical Outcome: A Pilot Study [J].
Huebner, Martin ;
Mantziari, Styliani ;
Demartines, Nicolas ;
Pralong, Francois ;
Coti-Bertrand, Pauline ;
Schaefer, Markus .
GASTROENTEROLOGY RESEARCH AND PRACTICE, 2016, 2016
[12]  
Karayiannis D, 2018, CLIN NUTR ESPEN, V24, P176
[13]   The C-Reactive Protein/Albumin Ratio as an Independent Predictor of Mortality in Patients with Severe Sepsis or Septic Shock Treated with Early Goal-Directed Therapy [J].
Kim, Min Hyung ;
Ahn, Jin Young ;
Song, Je Eun ;
Choi, Heun ;
Ann, Hea Won ;
Kim, Jae Kyoung ;
Kim, Jung Ho ;
Jeon, Yong Duk ;
Kim, Sun Bean ;
Jeong, Su Jin ;
Ku, Nam Su ;
Han, Sang Hoon ;
Song, Young Goo ;
Choi, Jun Young ;
Kim, Young Sam ;
Kim, June Myung .
PLOS ONE, 2015, 10 (07)
[14]   APACHE-II - A SEVERITY OF DISEASE CLASSIFICATION-SYSTEM [J].
KNAUS, WA ;
DRAPER, EA ;
WAGNER, DP ;
ZIMMERMAN, JE .
CRITICAL CARE MEDICINE, 1985, 13 (10) :818-829
[15]  
KRAGSBJERG P, 1995, EUR J SURG, V161, P17
[16]   Is postoperative decrease of serum albumin an early predictor of complications after major abdominal surgery? A prospective cohort study in a European centre [J].
Labgaa, Ismail ;
Joliat, Gaetan-Romain ;
Kefleyesus, Amaniel ;
Mantziari, Styliani ;
Schafer, Markus ;
Demartines, Nicolas ;
Hubner, Martin .
BMJ OPEN, 2017, 7 (04)
[17]   Interpretation of C-Reactive Protein Concentrations in Critically Ill Patients [J].
Lelubre, Christophe ;
Anselin, Sophie ;
Boudjeltia, Karim Zouaoui ;
Biston, Patrick ;
Piagnerelli, Michael .
BIOMED RESEARCH INTERNATIONAL, 2013, 2013
[18]   Changes in blood lactate levels after major elective abdominal surgery and the association with outcomes: a prospective observational study [J].
Li, Shenghua ;
Peng, Kaiqin ;
Liu, Fen ;
Yu, Yang ;
Xu, Tao ;
Zhang, Yingtian .
JOURNAL OF SURGICAL RESEARCH, 2013, 184 (02) :1059-1069
[19]   Prolonged lactate clearance is associated with increased mortality in the surgical intensive care unit [J].
McNelis, J ;
Marini, CP ;
Jurkiewicz, A ;
Szomstein, S ;
Simms, HH ;
Ritter, G ;
Nathan, IM .
AMERICAN JOURNAL OF SURGERY, 2001, 182 (05) :481-485
[20]   Searching for predictors of surgical complications in critically ill surgery patients in the intensive care unit: a review [J].
Meyer, Zainna C. ;
Schreinemakers, Jennifer M. J. ;
de Waal, Ruud A. L. ;
van der Laan, Lijckle .
SURGERY TODAY, 2015, 45 (09) :1091-1101