In patients with HIV-associated sepsis, the CD4 T-cell count and TyG index not only effectively distinguish clinical phenotypes with distinct prognostic outcomes, but their combination also serves as a valuable prognostic tool in this population. The gene discussed is CD4; the disease is Sepsis.