These genes include down-regulated genes involved in cellular proliferation and ontogenesis (PIK3CB, PTEN and TNFRSF10A) and several genes known to be up-regulated by HIV infection including CCL5, CD274 (PD-L1), FAS, IFNG, IL-15 and STAT1. Here, CD274 is linked to HIV infectious disease.