The multivariable regression model (Enter method) included age groups, sex, marital status, education, occupation, BMI categories, alcohol intake, co-morbidities (diabetes mellitus, renal disease, and tuberculosis), and HIV related factors (WHO staging of HIV, viral load, and CD4 counts). The gene discussed is CD4; the disease is diabetes mellitus.