Nature Communications · 2019 · 189 citations · 30 references
Veterinary MedicineImmunologyInfectious DiseasesHost-pathogen InteractionsInflammationInnate ImmunityImmune DysfunctionImmunopathology Of Infectious DiseasesInflammation In Infectious DiseaseInflammatory Cell ResponsesInflammatory SignalingNeutrophil BiologyHost Factors In InfectionHost-directed TherapyImmunological ResponseNeutrophil InvolvementNeutrophil Signaling PathwaysNeutrophil-mediated InflammationNeutrophil-mediated InjuryPrognostic Factors Analysis
Severe influenza infection has no effective treatment available. One of the key barriers to developing host-directed therapy is a lack of reliable prognostic factors needed to guide such therapy. Here, we use a network analysis approach to identify host factors associated with severe influenza and fatal outcome. In influenza patients with moderate-to-severe diseases, we uncover a complex landscape of immunological pathways, with the main changes occurring in pathways related to circulating neutrophils. Patients with severe disease display excessive neutrophil extracellular traps formation, neutrophil-inflammation and delayed apoptosis, all of which have been associated with fatal outcome in animal models. Excessive neutrophil activation correlates with worsening oxygenation impairment and predicted fatal outcome (AUROC 0.817-0.898). These findings provide new evidence that neutrophil-dominated host response is associated with poor outcomes. Measuring neutrophil-related changes may improve risk stratification and patient selection, a critical first step in developing host-directed immune therapy.
30
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
Basic principles of ROC analysis
Charles E. Metz · Seminars in Nuclear Medicine · 1978 · 6.1K citations