1. R3. 하인균 /Prof. 박기호

2. INTRODUCTION Two international consensus conferences in 1991 and 2001 used expert opinion to generate the current definitions of “Sepsis” There is no “gold standard” diagnostic test for sepsis Third International Consensus Task Force to reexamine the definitions Elimination of the terms sepsis syndrome, septicemia, and severe sepsis Define sepsis as “life-threatening organ dysfunction due to a dysregulated host response to infection.” The purpose of this study was to generate recommendation for clinical criteria that could be used to identify sepsis among infected patients

3. INTRODUCTION EHR electronic health record GCS Glasgow Coma Scale ICU intensive care unit LODS Logistic Organ Dysfunction System qSOFA quick Sequential [sepsis-related] Organ Function Assessment SIRS systemic inflammatory response syndrome SOFA Sequential [sepsis-related] Organ Function Assessment

4. METHODS – Study Design, Setting, and Population Retrospective cohort study Adult encounters (age ≥ 18 years) with suspected infection Hospital encounters from 2010 to 2012 at 12 community and academic hospitals in the UPMC health care system Random split sample from the UPMC cohort (derivation/validation) 4 External data sets (for confirmat (1)20 KPNC hospitals from2009 to 2013 (2) 130 hospitals in the United States’ VA system from 2008 to 2010 (3) 5 advanced life support agencies from 2009-2010 transported to 14 hospitals with community infection in KingCounty, Washington(KCEMS) (4) 2011-2012 at 1 German hospital enrolled with hospital-acquired infection in the ALERTS prospective cohort study

5. METHODS – Defining a Cohort with Suspected infection EHR data (UPMC, KPNC, and VA) : Combination of antibiotics & body fluid cultures Non-EHR data (ALERTS ) : US Center for Disease Control & Prevention definitions or Clinical criteria for Hospital-acquired infection (prospective screening) Non-EHR data (KCEMS) : Administrative claims identified infection present on admission (ICD-9-CM)

6. METHODS - Determining Clinical Criteria for Sepsis Using Existing Measures

7. METHODS – Deriving Novel Clinical Criteria for Sepsis Derivation cohort (UPMC) New, simple criteria were developed (acording to the TRIPOD recommendation) 1. assessing candidate variable quality and frequency of missing data 2. developing a parsimonious model and simple point score Defining all variables’ optimal cutoffs using AUROC for in-hospital mortality - > Multiple logistic regression was used with robust standard errors and forward selection of candidate variables using the Bayesian information criterion to develop the “quick SOFA”(qSOFA) model

8. METHODS – Assessments of Candidate Clinical Criteria

9. RESULTS – Cohorts and Encounter Characteristics

13. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

14. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

15. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

16. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

17. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

18. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

19. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

20. RESULTS - Performance of Existing Criteria in/outside the ICU in the UPMC Cohort

21. RESULTS – Performance of New, Simple Criteria

22. RESULTS – External data Sets qSOFA was tested in 4 external data sets –706,399 encounters –165 hospitals –in out-of hospital (n = 6508) –Non-ICU (n = 619,137) –ICU (n = 80,595) Among encounters with KCEMS(community infection), ALERTS(hospital- acquired infection) –predictive validity (AUROC = 0.71 and 0.73, respectively)

23. DISCUSSION Criteria outside of the ICU Criteria in the ICU Advances using EHRs Limitations

24. CONCLUSIONS ICU encounters –SOFA : good for clinical criteria for sepsis Non-ICU encounters –qSOFA : good predictive validity of in-hospital mortality (greater than SOFA and SIRS)