Related Experiment Video
Updated: Apr 10, 2026

A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
Impact of a Cellular Host-Response Sepsis Diagnostic on Clinical Decision Making in the Emergency Department: A
Roya Sheybani1, Hollis R O'Neal2,3, Christopher B Thomas4
1Cytovale, Inc, San Francisco, California, USA.
Objectives:
Sepsis is a complex pathogen-host interaction that traditional laboratories do not easily detect. A test that rapidly assesses immune dysregulation could improve early diagnosis and clinical decision making. This study evaluates ease of application of a new host-response sepsis diagnostic test (IntelliSep; Cytovale, Inc) and its ability to affect decision making, risk stratification, and diagnostic efficacy in the emergency department (ED).
Methods:
This was a case vignette-based, randomized, multisite decision-impact study. We conducted the study with ED clinicians from 3 health care institutions, selected among the 5 participating institutions from a previous observational study. Participants were ED-attending physician/fellows, residents, and advanced practice clinicians. The study excluded interns. Finally, 13 clinicians at site 1, 28 at site 2, and 11 at site 3 (total, n = 52) were included. The study used retrospectively de-identified data from patient cases to generate 100 case vignettes. Each participant reviewed 10 cases with IntelliSep results and 10 cases without.
Results:
The study assessed outcomes including impact of the test results on clinical decision making, confidence in decision, and diagnostic accuracy. The test supported or changed/augmented clinician decisions in 86% of cases. The presence of the test significantly increased the proportion of raters with high confidence in their ratings (from 53.1% without, to 63.1% with). Additionally, diagnostic accuracy increased, with a notable increase in sensitivity for critical bands, from 73.1% without the test to 82.8% with it (95% CI, 63.5-81.3 vs 74.6-89.1); this increase was not statistically significant (P = .06).
Conclusion:
This paper-based study demonstrates that the IntelliSep host-response sepsis test results could impact clinician decisions and may improve the quality of clinical decision making.
Related Concept Videos
Automated Microbial Diagnostics
Acute Pyelonephritis II: Diagnostic Studies and Management
Urine Studies II: Urine Culture and Sensitivity Test
Pulmonary Embolism II: Diagnostic Studies and Interprofessional Care
Clinical Significance of Antibiotic Resistance
Pneumonia III: Complications and Assessment

