In this study, we compared the performance of individual and combined biomarkers and prediction rules to a recently developed signature comprising three host-proteins—TRAIL, IP-10, and CRP—in patients with respiratory infections and fever without source. Here, TNFSF10 is linked to respiratory tract infectious disorder.