A key mechanism involves bacterial lipopolysaccharide (LPS), a canonical TLR4 ligand, which enhances prostate cancer (PCa) cell survival under nutrient-deprived conditions—a common feature of growing tumors [33]. The gene discussed is TLR4; the disease is prostate carcinoma.