A well-described mechanism is that during aging, hepatic stellate cells adopt aging-related changes and secrete various inflammatory and tumor-promoting factors, including IL-1β, IL-6 and CXCL7, to induce neutrophil infiltration. Here, PPBP is linked to neoplasm.