Additionally, we sought to explore the associations between patient factors (age, sex) and clinical factors (APACHE II score, CD4+ T-cell count, HIV stage, ART status, advanced HIV, respiratory failure and renal failure) measured at or near the time of ICU admission and these short-term mortality outcomes. The gene discussed is CD4; the disease is kidney failure.