LPS has beenassociated with S100A7 expression and tumor progression, while metabolites likecadaverine and TMAO exhibit complex interactions with cancer cells and tumormicroenvironments, influencing cellular behavior and tumor growth. The gene discussed is S100A7; the disease is neoplasm.