Lower baseline CD4 count and older age were the strongest predictors of incomplete immune reconstitution, with individuals initiating ART at advanced stages of immunodeficiency showing markedly reduced probability and slower tempo of immune normalization. The gene discussed is CD4; the disease is immunodeficiency disease.