CD4 and anemia (phenotype): Several studies have identified key risk factors associated with increased mortality among patients with HIV/TB co-infection, including advanced age, tuberculous meningitis, hypoalbuminemia, anemia, low CD4 cell count, disseminated TB, absence of antiretroviral therapy (ART), and coexisting non-AIDS-related comorbidities [47–53].