These investigations suggest that the activation of the HMGB1/RAGE axis can stimulate autophagy in tumor cells by elevating the expression of autophagy-related proteins LC3 and Beclin-1, achieved through the activation of signaling pathways like PI3K/Akt, MAPK, and NF-κB. The gene discussed is NFKB1; the disease is neoplasm.