HIV status, diabetes status, culture TTP (log10TTP), serum albumin, number of grade 3 or 4 TB symptoms, BMI, age, and ethnicity were found to have a statistically significant effect on the radiological severity of chest images by univariable analysis in the group with cavity disease (Table 7). The gene discussed is ALB; the disease is tuberculosis.