According to this systematic review, patients with advanced stage of HIV infection [52, 91, 92], low CD4 cell count [52, 88, 93] and high HIV viral load [28, 52, 90, 94] were more likely to develop MetS. The gene discussed is CD4; the disease is HIV infectious disease.