Back to Search
Start Over
Mortality Risk Profiling of Staphylococcus aureus Bacteremia by Multi-omic Serum Analysis Reveals Early Predictive and Pathogenic Signatures
- Source :
- Cell
- Publication Year :
- 2020
-
Abstract
- Staphylococcus aureus bacteremia (SaB) causes significant disease in humans, carrying mortality rates of ~25%. The ability to rapidly predict SaB patient responses and guide personalized treatment regimens could reduce mortality. Here, we present a resource of SaB prognostic biomarkers. Integrating proteomic and metabolomic techniques enabled the identification of >10,000 features from >200 serum samples collected upon clinical presentation. We interrogated the complexity of serum using multiple computational strategies, which provided a comprehensive view of the early host response to infection. Our biomarkers exceed the predictive capabilities of those previously reported, particularly when used in combination. Lastly, we validated the biological contribution of mortality-associated pathways using a murine model of SaB. Our findings represent a starting point for the development of a prognostic test for identifying high-risk patients at a time early enough to trigger intensive monitoring and interventions.
- Subjects :
- Oncology
Risk profiling
Male
Proteomics
medicine.medical_specialty
Staphylococcus aureus
Bacteremia
Disease
Biology
medicine.disease_cause
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
Mice
0302 clinical medicine
Risk Factors
Internal medicine
medicine
Animals
Humans
Metabolomics
030304 developmental biology
0303 health sciences
Mortality rate
Staphylococcus aureus bacteremia
Middle Aged
Staphylococcal Infections
Omics
medicine.disease
Prognosis
Disease Models, Animal
Infectious disease (medical specialty)
Female
030217 neurology & neurosurgery
Biomarkers
Subjects
Details
- ISSN :
- 10974172
- Volume :
- 182
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Cell
- Accession number :
- edsair.doi.dedup.....e3238ca77c4fafa4ecdad78a3ba0fcd8