Abstract: This disclosure provides a gene expression-based method for determining a virally-infected subject's risk of developing severe symptoms. In some embodiments, the method may comprise measuring the amount of RNA transcripts encoded by at least two genes in a sample of RNA obtained from the subject, to obtain gene expression data; and based on the gene expression data, providing a report indicating the subject's risk of developing severe symptoms. Kits and methods of treatment are also provided.