Through our GSEA-based meta-analysis approach, we identified five over-expressed IFN-inducible genes, CXCL10, OAS3, OASL, IFIT3, and XAF1, as being most associated with SARS infections. This evidence concerns the gene XAF1 and severe acute respiratory syndrome.