Conclusions: Chitosan orchestrates dual activation of NLRP3 and cGAS-STING signaling via HK2 dissociation and mitochondrial dysfunction, reprogramming the tumor immune microenvironment and enhancing antitumor immunity. The gene discussed is HK2; the disease is neoplasm.