A number of research works have explored the signatures of prognosis and classification of BC with SUMOylation, ferroptosis, immune infiltration-related lncRNA, and toll-like receptor 4 or pyroptosis-associated lncRNA [14, 15]. The gene discussed is TLR4; the disease is breast cancer.