Development and validation of a modified quick SOFA scale for risk assessment in sepsis syndrome

被引:15
作者
Cag, Yasemin [1 ]
Karabay, Oguz [2 ]
Sipahi, Oguz Resat [3 ]
Aksoy, Firdevs [4 ]
Durmus, Gul [5 ]
Batirel, Ayse [6 ]
Ak, Oznur [6 ]
Kocak-Tufan, Zeliha [7 ]
Atilla, Aynur [8 ]
Piskin, Nihal [9 ]
Akbas, Turkay [10 ]
Erol, Serpil [11 ]
Ozturk-Engin, Derya [11 ]
Caskurlu, Hulya [1 ]
Onal, Ugur [3 ]
Erdogan, Haluk [12 ]
Demirel, Aslihan [13 ]
Dogru, Arzu [11 ]
Harman, Rezan [14 ]
Hamidi, Aziz Ahmad [15 ]
Karasu, Derya [16 ]
Korkmaz, Fatime [17 ]
Korkmaz, Pinar [18 ]
Eser, Fatma Civelek [19 ]
Onem, Yalcin [20 ]
Cesur, Sinem [10 ]
Salmanogiu, Musa [20 ]
Erdem, Ilknur [21 ]
Diktas, Husrev [22 ]
Vahaboglu, Haluk [1 ]
机构
[1] Istanbul Medeniyet Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyoloji Dept, Istanbul, Turkey
[2] Sakarya Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Sakarya, Turkey
[3] Ege Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Izmir, Turkey
[4] Karadeniz Tech Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Trabzon, Turkey
[5] Bursa Sevket Yilmaz Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Bursa, Turkey
[6] Dr Lutfi Kirdar Kartal Egitim & Arastirma Hastane, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Istanbul, Turkey
[7] Yildirim Beyazit Univ, Ankara Ataturk Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Ankara, Turkey
[8] Samsun Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Samsun, Turkey
[9] Bulent Ecevit Univ, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Tip Fak, Zonguldak, Turkey
[10] Duzce Univ, Tip Fak, Ic Hastaliklari Dept, Yogun Bakim Sect, Istanbul, Turkey
[11] Haydarpasa Numune Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Istanbul, Turkey
[12] Baskent Univ, Alanya Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Antalya, Turkey
[13] Istanbul Bilim Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Istanbul, Turkey
[14] Ozel Sani Konukoglu Hastanesi, Gaziantep, Turkey
[15] Sisli Hamidiye Etfal Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Istanbul, Turkey
[16] Bursa Sevket Yilmaz Egitim & Arastirma Hastanesi, Anestezi & Reanimasyon Dept, Bursa, Turkey
[17] Konya Egitim & Arastirma Hastanesi, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Konya, Turkey
[18] Dumlupinar Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Kutahya, Turkey
[19] Ankara Diskapi Yildirim Beyazit Egitim & Arastirm, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Ankara, Turkey
[20] Sultan Abdulhamid Han Egitim & Arastirma Hastanes, Ic Hastaliklari Dept, Istanbul, Turkey
[21] Namik Kemal Univ, Tip Fak, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Tekirdag, Turkey
[22] Tatvan Mil Hosp, Enfeksiyon Hastaliklari & Klin Mikrobiyol Dept, Van, Turkey
来源
PLOS ONE | 2018年 / 13卷 / 09期
关键词
INFLAMMATORY RESPONSE SYNDROME; PATHOGENS; CRITERIA; EPIDEMIOLOGY; DEFINITIONS;
D O I
10.1371/journal.pone.0204608
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
Sepsis is a severe clinical syndrome owing to its high mortality. Quick Sequential Organ Failure Assessment (qSOFA) score has been proposed for the prediction of fatal outcomes in sepsis syndrome in emergency departments. Due to the low predictive performance of the qSOFA score, we propose a modification to the score by adding age. We conducted a multicenter, retrospective cohort study among regional referral centers from various regions of the country. Participants recruited data of patients admitted to emergency departments and obtained a diagnosis of sepsis syndrome. Crude in-hospital mortality was the primary endpoint. A generalized mixed-effects model with random intercepts produced estimates for adverse outcomes. Model-based recursive partitioning demonstrated the effects and thresholds of significant covariates. Scores were internally validated. The H measure compared performances of scores. A total of 580 patients from 22 centers were included for further analysis. Stages of sepsis, age, time to antibiotics, and administration of carbapenem for empirical treatment were entered the final model. Among these, severe sepsis (OR, 4.40; CIs, 2.35-8.21), septic shock (OR, 8.78; CIs, 4.37-17.66), age (OR, 1.03; CIs, 1.02-1.05) and time to antibiotics (OR, 1.05; CIs, 1.01-1.10) were significantly associated with fatal outcomes. A decision tree demonstrated the thresholds for age. We modified the quick Sequential Organ Failure Assessment (mod-qSOFA) score by adding age (> 50 years old = one point) and compared this to the conventional score. H-measures for qSOFA and mod-qSOFA were found to be 0.11 and 0.14, respectively, whereas AUCs of both scores were 0.64. We propose the use of the modified qSOFA score for early risk assessment among sepsis patients for improved triage and management of this fatal syndrome.
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页数:11
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共 19 条
  • [1] Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care
    Angus, DC
    Linde-Zwirble, WT
    Lidicker, J
    Clermont, G
    Carcillo, J
    Pinsky, MR
    [J]. CRITICAL CARE MEDICINE, 2001, 29 (07) : 1303 - 1310
  • [2] [Anonymous], J STAT SOFTW, DOI [10.18637/jss.v056.i06, DOI 10.18637/JSS.V056.I06]
  • [3] [Anonymous], J STAT SOFTW, DOI [10.18637/jss.v033.i01, DOI 10.18637/JSS.V033.I01]
  • [4] [Anonymous], Journal of Statistical Software, DOI DOI 10.18637/JSS.V045.I03
  • [5] DEFINITIONS FOR SEPSIS AND ORGAN FAILURE AND GUIDELINES FOR THE USE OF INNOVATIVE THERAPIES IN SEPSIS
    BONE, RC
    BALK, RA
    CERRA, FB
    DELLINGER, RP
    FEIN, AM
    KNAUS, WA
    SCHEIN, RMH
    SIBBALD, WJ
    [J]. CHEST, 1992, 101 (06) : 1644 - 1655
  • [6] Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients
    Churpek, Matthew M.
    Zadravecz, Frank J.
    Winslow, Christopher
    Howell, Michael D.
    Edelson, Dana P.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2015, 192 (08) : 958 - 964
  • [7] Prognostic Accuracy of Sepsis-3 Criteria for In-Hospital Mortality Among Patients With Suspected Infection Presenting to the Emergency Department
    Freund, Yonathan
    Lemachatti, Najla
    Krastinova, Evguenia
    Van Laer, Marie
    Claessens, Yann-Erick
    Avondo, Aurelie
    Occelli, Celine
    Feral-Pierssens, Anne-Laure
    Truchot, Jennifer
    Ortega, Mar
    Carneiro, Bruno
    Pernet, Julie
    Claret, Pierre-Geraud
    Dami, Fabrice
    Bloom, Ben
    Riou, Bruno
    Beaune, Sebastien
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 317 (03): : 301 - 308
  • [8] Measuring classifier performance: a coherent alternative to the area under the ROC curve
    Hand, David J.
    [J]. MACHINE LEARNING, 2009, 77 (01) : 103 - 123
  • [9] Systemic Inflammatory Response Syndrome Criteria in Defining Severe Sepsis
    Kaukonen, Kirsi-Maija
    Bailey, Michael
    Pilcher, David
    Cooper, D. Jamie
    Bellomo, Rinaldo
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (17) : 1629 - 1638
  • [10] Epidemiology and susceptibility of pathogens from SMART 2011-12 Turkey: evaluation of hospital-acquired versus community-acquired urinary tract infections and ICU- versus non-ICU-associated intra-abdominal infections
    Koksal, Iftihar
    Yilmaz, Gurdal
    Unal, Serhat
    Zarakolu, Pinar
    Korten, Volkan
    Mulazimoglu, Lutfiye
    Tabak, Fehmi
    Mete, Birgul
    Oguz, Vildan Avkan
    Gulay, Zeynep
    Alp, Emine
    Badal, Robert
    Lob, Sibylle
    [J]. JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY, 2017, 72 (05) : 1364 - 1372