APOA2 and neoplasm: Integration of metabolomic and transcriptomic data revealed associations between APOA2 silencing, altered serum metabolite profiles, and enhanced macrophage activation, establishing a metabolic-immune-epigenetic cascade that promotes tumor fibrogenesis and progression.