Multiple linear regression analysis was utilized to obtain the best fit linear combination of sex, height, respiratory symptoms, duration of HIV infection, duration of treatment with HAART, treatment regimen, current CD4 count, history of pulmonary tuberculosis, and khat chewing, which were significant in simple linear regression (p < 0.25). The gene discussed is CD4; the disease is pulmonary tuberculosis.