Systems BiologyScientific ReportsPeer-reviewed
Discovery and Predictive Modeling of Urine Microbiome, Metabolite and Cytokine Biomarkers in Hospitalized Patients with Community Acquired Pneumonia
Joseph F. Pierre, Oğuz Akbilgiç, Heather S. Smallwood…·Colleen Beth Jonsson
This study identifies urine microbiome, metabolite, and cytokine biomarkers to predict pneumonia etiology with high accuracy using LASSO modeling.
18 citations