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A 29-mRNA Host Response Test from Blood Accurately Distinguishes Bacterial and Viral Infections Among Emergency Department Patients
- Source :
- Intensive Care Medicine Experimental, Intensive Care Medicine Experimental, Vol 9, Iss 1, Pp 1-16 (2021)
- Publication Year :
- 2020
- Publisher :
- Cold Spring Harbor Laboratory, 2020.
-
Abstract
- Study designWhether or not to administer antibiotics is a common and challenging clinical decision in patients with suspected infections presenting to the emergency department (ED). We prospectively validate InSep, a 29-mRNA blood-based host response test for the prediction of bacterial and viral infections.MethodsThe PROMPT trial is a prospective, non-interventional, multi-center randomized, controlled clinical trial that enrolled 397 adult patients presenting to the ED with signs of acute infection and at least one vital sign change. The infection status was adjudicated using chart review (including a syndromic molecular respiratory panel, procalcitonin and C-reactive protein) by three infectious disease physicians blinded to InSep results. InSep (version BVN-2) was performed using PAXgene Blood RNA processed and quantified on NanoString nCounter SPRINT. InSep results (likelihood of bacterial and viral infection) were compared to the adjudicated infection status.ResultsSubject mean age was 64 years, comorbidities were significant for diabetes (17.1%), chronic obstructive pulmonary disease (13.6%), and severe neurological disease (6.8%); 16.9% of subjects were immunocompromised. Infections were adjudicated as bacterial (14.1%), viral (11.3%) and noninfected (0.25%): 74.1% of subjects were adjudicated as indeterminate. InSep distinguished bacterial vs. viral/noninfected patients and viral vs. bacterial/noninfected patients using consensus adjudication with AUROCs of 0.94 (95% CI 0.90-0.99) and 0.90 (95% CI 0.83-0.96), respectively. AUROCs for bacterial vs. viral/noninfected patients were 0.88 (95%CI 0.79-0.96) for PCT, 0.80 (95% CI 0.72-89) for CRP and 0.78 (95% CI 0.69-0.87) for white blood cell counts (of note, the latter biomarkers were provided as part of clinical adjudication). To enable clinical actionability, InSep incorporates score cutoffs to allocate patients into interpretation bands. The Very Likely (rule in) InSep bacterial band showed a specificity of 98% compared to 94% for the corresponding PCT band (>0.5 ug/L); the Very Unlikely (rule-out) band showed a sensitivity of 95% for InSep compared to 86% for PCT. For the detection of viral infections, InSep demonstrated a specificity of 93% for the Very Likely band (rule in) and a sensitivity of 96% for the Very Unlikely band (rule out).ConclusionInSep demonstrated high accuracy for predicting the presence of both bacterial and viral infections in ED patients with suspected acute infections or suspected sepsis. When translated into a rapid, point-of-care test, InSep will provide ED physicians with actionable results supporting early informed treatment decisions to improve patient outcomes while upholding antimicrobial stewardship.Take-home messageInSep host response test is a point-of-care test providing with accuracy the likelihood for bacterial or viral infection for patients admitted at the emergencies InSep provided information on the likelihood of bacterial co-infection among patients with COVID-19.
- Subjects :
- medicine.medical_specialty
medicine.drug_class
Antibiotics
Disease
Critical Care and Intensive Care Medicine
Procalcitonin
Sepsis
03 medical and health sciences
0302 clinical medicine
White blood cell
Internal medicine
Diabetes mellitus
InSep
Host response
medicine
030212 general & internal medicine
Diagnostics
Research Articles
030304 developmental biology
0303 health sciences
RC86-88.9
Emergency department
business.industry
Acute infection
Medical emergencies. Critical care. Intensive care. First aid
medicine.disease
Clinical trial
medicine.anatomical_structure
Infectious disease (medical specialty)
Gene expression
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Intensive Care Medicine Experimental, Intensive Care Medicine Experimental, Vol 9, Iss 1, Pp 1-16 (2021)
- Accession number :
- edsair.doi.dedup.....dd179ce5cde65c0b734aa8a418312a1d
- Full Text :
- https://doi.org/10.1101/2020.12.01.20242321