Our study also identified important features that could be used for these models, including systemic multiple OIs, unexplained infections, NADEs, baseline CD4 cell count, admission to the ICU, baseline viral load, cryptococcal meningitis, multiple OIs of the CNS and systemic disseminated tuberculosis. The gene discussed is CD4; the disease is Cryptococcal meningitis.