In the analysis of the Korean HIV/AIDS cohort study, we considered a model predicting residual life until the onset of dyslipidemia based on information regarding total cholesterol levels, high-density lipoprotein level, family history of dyslipidemia, age of diagnosis, and CD4 levels. The gene discussed is CD4; the disease is AIDS.