This study investigated the role of PANoptosis in LN pathogenesis, focusing on protein kinase B (AKT1) -mediated podocyte PANoptosis, to elucidate the therapeutic mechanism of Hyp. The gene discussed is AKT1; the disease is lobular neoplasia.