IL1B and pulmonary arterial hypertension: In this study, we identified 228 HIV-DEGs and 20 FR-HIV-DEGs, including 5 hub genes (TP53, IL6, IL1B, PTGS2, and PPARG), to investigate the mechanisms of PASMCs proliferation and its relationship with ferroptosis in HIV-PAH.