Among the 6 genes, over-expressed genes (HK3, DEFA4, BATF) were positively correlated with severity of viral infection, and under-expressed genes (HLA-DPB1, LY86, TGFBI) were negatively correlated with severity (Fig. 3b). This evidence concerns the gene HLA-DPB1 and viral infectious disease.