The association between four scoring systems and 30-day mortality among intensive care patients with sepsis: a cohort study

被引:26
作者
Hu, Tianyang [1 ]
Lv, Huajie [2 ]
Jiang, Youfan [3 ]
机构
[1] Chongqing Med Univ, Affiliated Hosp 2, Dept Cardiol, Chongqing, Peoples R China
[2] Third Mil Med Univ, Army Med Univ, Southwest Hosp, Dept Infect Dis, Chongqing, Peoples R China
[3] Chongqing Med Univ, Affiliated Hosp 2, Dept Respirat, 74 Linjiang Rd, Chongqing 400010, Peoples R China
关键词
INTERNATIONAL CONSENSUS DEFINITIONS; LOGISTIC ORGAN DYSFUNCTION; SOFA SCORE; PROGNOSTIC ACCURACY; QSOFA SCORE; ADULTS; CHALLENGES; CRITERIA; SIRS;
D O I
10.1038/s41598-021-90806-2
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
Several commonly used scoring systems (SOFA, SAPS II, LODS, and SIRS) are currently lacking large sample data to confirm the predictive value of 30-day mortality from sepsis, and their clinical net benefits of predicting mortality are still inconclusive. The baseline data, LODS score, SAPS II score, SIRS score, SOFA score, and 30-day prognosis of patients who met the diagnostic criteria of sepsis were retrieved from the Medical Information Mart for Intensive Care III (MIMIC-III) intensive care unit (ICU) database. Receiver operating characteristic (ROC) curves and comparisons between the areas under the ROC curves (AUC) were conducted. Decision curve analysis (DCA) was performed to determine the net benefits between the four scoring systems and 30-day mortality of sepsis. For all cases in the cohort study, the AUC of LODS, SAPS II, SIRS, SOFA were 0.733, 0.787, 0.597, and 0.688, respectively. The differences between the scoring systems were statistically significant (all P-values<0.0001), and stratified analyses (the elderly and non-elderly) also showed the superiority of SAPS II among the four systems. According to the DCA, the net benefit ranges in descending order were SAPS II, LODS, SOFA, and SIRS. For stratified analyses of the elderly or non-elderly groups, the results also showed that SAPS II had the most net benefit. Among the four commonly used scoring systems, the SAPS II score has the highest predictive value for 30-day mortality from sepsis, which is better than LODS, SIRS, and SOFA. The results of the DCA curves show that using the SAPS II score to predict the 30-day mortality of intensive care patients with sepsis to guide clinical applications may obtain the highest net benefit.
引用
收藏
页数:9
相关论文
共 50 条
[41]   The association between geriatric treatment and 30-day readmission risk among medical inpatients aged ≥75 years with multimorbidity [J].
Wang-Hansen, Marte Sofie ;
Kersten, Hege ;
Benth, Jurate Saltyte ;
Wyller, Torgeir Bruun .
PLOS ONE, 2022, 17 (01)
[42]   Comparison of the performance of SOFA, qSOFA and SIRS for predicting mortality and organ failure among sepsis patients admitted to the intensive care unit in a middle-income country [J].
Khwannimit, Bodin ;
Bhurayanontachai, Rungsun ;
Vattanavanit, Veerapong .
JOURNAL OF CRITICAL CARE, 2018, 44 :156-160
[43]   Temporal Changes in the Incidence and 30-Day Mortality associated with Bacteremia in Hospitalized Patients from 1992 through 2006: A Population-based Cohort Study [J].
Sogaard, Mette ;
Norgaard, Mette ;
Dethlefsen, Claus ;
Schonheyder, Henrik Carl .
CLINICAL INFECTIOUS DISEASES, 2011, 52 (01) :61-69
[44]   Recent trends in 30-day mortality in patients with blunt splenic injury: A nationwide trauma database study in Japan [J].
Tanaka, Chie ;
Tagami, Takashi ;
Matsumoto, Hisashi ;
Matsuda, Kiyoshi ;
Kim, Shiei ;
Moroe, Yuta ;
Fukuda, Reo ;
Unemoto, Kyoko ;
Yokota, Hiroyuki .
PLOS ONE, 2017, 12 (09)
[45]   Comparison of Predictive Scoring Systems in Assessing Risk for Intensive Care Unit Admission and In-Hospital Mortality in Patients with Urinary Tract Infections [J].
Bae, Sung Jin ;
Lee, Jae Hee ;
Choi, Yoon Hee .
JOURNAL OF CRITICAL & INTENSIVE CARE, 2022, 13 (01) :25-31
[46]   Association of 30-Day Mortality With Oral Step-Down vs Continued Intravenous Therapy in Patients Hospitalized With Enterobacteriaceae Bacteremia [J].
Tamma, Pranita D. ;
Conley, Anna T. ;
Cosgrove, Sara E. ;
Harris, Anthony D. ;
Lautenbach, Ebbing ;
Amoah, Joe ;
Avdic, Edina ;
Tolomeo, Pam ;
Wise, Jacqueleen ;
Subudhi, Sonia ;
Han, Jennifer H. .
JAMA INTERNAL MEDICINE, 2019, 179 (03) :316-323
[47]   Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system [J].
Fitriana, Ika ;
Setiati, Siti ;
Rizal, Edy W. ;
Istanti, Rahmi ;
Rinaldi, Ikhwan ;
Kojima, Taro ;
Akishita, Masahiro ;
Azwar, Muhammad Khifzhon .
BMC GERIATRICS, 2021, 21 (01)
[48]   Association between dementia and reduced walking ability and 30-day mortality in patients with extended-spectrum beta-lactamase-producing Escherichia coli bacteremia [J].
Chapelet, G. ;
Boureau, A. S. ;
Dylis, A. ;
Herbreteau, G. ;
Corvec, S. ;
Batard, E. ;
Berrut, G. ;
de Decker, L. .
EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES, 2017, 36 (12) :2417-2422
[49]   Association between multivitamin supplementation and mortality among patients with Ebola virus disease: An international multisite cohort study [J].
Yam, Derrick ;
Aluisio, Adam R. ;
Perera, Shiromi M. ;
Peters, Jillian L. ;
Cho, Daniel K. ;
Kennedy, Stephen B. ;
Massaquoi, Moses ;
Sahr, Foday ;
Smit, Michael A. ;
Locks, Lindsey ;
Liu, Tao ;
Levine, Adam C. .
AFRICAN JOURNAL OF EMERGENCY MEDICINE, 2020, 10 (01) :23-29
[50]   Changes in the in-hospital mortality and 30-day post-discharge mortality in acutely admitted older patients: retrospective observational study [J].
van Rijn, Marjon ;
Buurman, Bianca M. ;
Vroomen, Janet L. Macneil ;
Suijker, Jacqueline J. ;
ter Riet, Gerben ;
van Charante, Eric P. Moll ;
de Rooij, Sophia E. .
AGE AND AGEING, 2016, 45 (01) :41-47