Literature DB >> 28114553

Prognostic Accuracy of the SOFA Score, SIRS Criteria, and qSOFA Score for In-Hospital Mortality Among Adults With Suspected Infection Admitted to the Intensive Care Unit.

Eamon P Raith1, Andrew A Udy2, Michael Bailey3, Steven McGloughlin4, Christopher MacIsaac5, Rinaldo Bellomo6, David V Pilcher7.   

Abstract

Importance: The Sepsis-3 Criteria emphasized the value of a change of 2 or more points in the Sequential [Sepsis-related] Organ Failure Assessment (SOFA) score, introduced quick SOFA (qSOFA), and removed the systemic inflammatory response syndrome (SIRS) criteria from the sepsis definition. Objective: Externally validate and assess the discriminatory capacities of an increase in SOFA score by 2 or more points, 2 or more SIRS criteria, or a qSOFA score of 2 or more points for outcomes among patients who are critically ill with suspected infection. Design, Setting, and Participants: Retrospective cohort analysis of 184 875 patients with an infection-related primary admission diagnosis in 182 Australian and New Zealand intensive care units (ICUs) from 2000 through 2015. Exposures: SOFA, qSOFA, and SIRS criteria applied to data collected within 24 hours of ICU admission. Main Outcomes and Measures: The primary outcome was in-hospital mortality. In-hospital mortality or ICU length of stay (LOS) of 3 days or more was a composite secondary outcome. Discrimination was assessed using the area under the receiver operating characteristic curve (AUROC). Adjusted analyses were performed using a model of baseline risk determined using variables independent of the scoring systems.
Results: Among 184 875 patients (mean age, 62.9 years [SD, 17.4]; women, 82 540 [44.6%]; most common diagnosis bacterial pneumonia, 32 634 [17.7%]), a total of 34 578 patients (18.7%) died in the hospital, and 102 976 patients (55.7%) died or experienced an ICU LOS of 3 days or more. SOFA score increased by 2 or more points in 90.1%; 86.7% manifested 2 or more SIRS criteria, and 54.4% had a qSOFA score of 2 or more points. SOFA demonstrated significantly greater discrimination for in-hospital mortality (crude AUROC, 0.753 [99% CI, 0.750-0.757]) than SIRS criteria (crude AUROC, 0.589 [99% CI, 0.585-0.593]) or qSOFA (crude AUROC, 0.607 [99% CI, 0.603-0.611]). Incremental improvements were 0.164 (99% CI, 0.159-0.169) for SOFA vs SIRS criteria and 0.146 (99% CI, 0.142-0.151) for SOFA vs qSOFA (P <.001). SOFA (AUROC, 0.736 [99% CI, 0.733-0.739]) outperformed the other scores for the secondary end point (SIRS criteria: AUROC, 0.609 [99% CI, 0.606-0.612]; qSOFA: AUROC, 0.606 [99% CI, 0.602-0.609]). Incremental improvements were 0.127 (99% CI, 0.123-0.131) for SOFA vs SIRS criteria and 0.131 (99% CI, 0.127-0.134) for SOFA vs qSOFA (P <.001). Findings were consistent for both outcomes in multiple sensitivity analyses. Conclusions and Relevance: Among adults with suspected infection admitted to an ICU, an increase in SOFA score of 2 or more had greater prognostic accuracy for in-hospital mortality than SIRS criteria or the qSOFA score. These findings suggest that SIRS criteria and qSOFA may have limited utility for predicting mortality in an ICU setting.

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Year:  2017        PMID: 28114553     DOI: 10.1001/jama.2016.20328

Source DB:  PubMed          Journal:  JAMA        ISSN: 0098-7484            Impact factor:   56.272


  287 in total

1.  A Comparative Analysis of Sepsis Identification Methods in an Electronic Database.

Authors:  Alistair E W Johnson; Jerome Aboab; Jesse D Raffa; Tom J Pollard; Rodrigo O Deliberato; Leo A Celi; David J Stone
Journal:  Crit Care Med       Date:  2018-04       Impact factor: 7.598

2.  Prognostic accuracy of the sequential organ failure assessment (SOFA) and quick SOFA for mortality in cancer patients with sepsis defined by systemic inflammatory response syndrome (SIRS).

Authors:  Bo-Ra Chae; Youn-Jung Kim; Yoon-Seon Lee
Journal:  Support Care Cancer       Date:  2019-05-22       Impact factor: 3.603

Review 3.  Scoring systems in the critically ill: uses, cautions, and future directions.

Authors:  N Desai; J Gross
Journal:  BJA Educ       Date:  2019-04-16

4.  SIRS, qSOFA, and organ failure for assessing sepsis at the emergency department.

Authors:  David Andaluz; Ricard Ferrer
Journal:  J Thorac Dis       Date:  2017-06       Impact factor: 2.895

5.  [Epistemology in the intensive care unit-what is the purpose of a definition? : Paradigm shift in sepsis research].

Authors:  P Dickmann; A Scherag; S M Coldewey; C Sponholz; F M Brunkhorst; M Bauer
Journal:  Anaesthesist       Date:  2017-08       Impact factor: 1.041

6.  qSOFA-welcome to the sepsis alphabet soup.

Authors:  Peter C Hou; Raghu R Seethala; Imoigele P Aisiku
Journal:  J Thorac Dis       Date:  2017-04       Impact factor: 2.895

7.  SIRS, qSOFA and new sepsis definition.

Authors:  Paul E Marik; Abdalsamih M Taeb
Journal:  J Thorac Dis       Date:  2017-04       Impact factor: 2.895

Review 8.  SIRS or qSOFA? Is that the question? Clinical and methodological observations from a meta-analysis and critical review on the prognostication of patients with suspected sepsis outside the ICU.

Authors:  Stefano Franchini; Luca Scarallo; Michele Carlucci; Luca Cabrini; Moreno Tresoldi
Journal:  Intern Emerg Med       Date:  2018-10-15       Impact factor: 3.397

Review 9.  A Review of Predictive Analytics Solutions for Sepsis Patients.

Authors:  Andrew K Teng; Adam B Wilcox
Journal:  Appl Clin Inform       Date:  2020-05-27       Impact factor: 2.342

10.  Three Data-Driven Phenotypes of Multiple Organ Dysfunction Syndrome Preserved from Early Childhood to Middle Adulthood.

Authors:  Jiancheng Ye; L Nelson Sanchez-Pinto
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25
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