To investigate the effect of ubiquitin-specific protease 25 (USP25) intervention on macrophage M1 polarization and sepsis-associated acute lung injury (ALI), mouse monocytic macrophages (RAW264.7) were transfected with si-Ctrl or si-USP25 plasmids, then stimulated with LPS to induce M1 polarization. Cells were divided into the control group, the LPS group, the LPS+si-Ctrl group, the LPS+si-USP25 group, and the LPS+si-USP25+PKM2 agonist (DASA-58) group. M1 polarization was assessed by flow cytometry. Co-immunoprecipitation was used to evaluate USP25-PKM2 interaction. Western blotting was used to measure the expression of glycolytic enzymes (PKM2, HK2), M1 macrophage markers (CD86, inducible nitric oxide synthase [iNOS]), and PKM2 ubiquitination. A cecal ligation and puncture (CLP) sepsis model was established, and mice were divided into the sham group, the CLP group, and the CLP+USP25 inhibitor (AZ1) group. Lung injury was evaluated using H-E staining. TNF-α, IL-1β, and IL-18 levels were quantified by ELISA. CD86+ M1 macrophages were detected by immunofluorescence. The results showed that, compared to the LPS group, the LPS+si-USP25 group showed reduced M1 macrophage polarization ratio, decreased protein expression levels of PKM2, HK2, CD86, and iNOS, and increased PKM2 ubiquitination (P<0.01). In contrast, the LPS+si-USP25+DASA-58 group exhibited elevated M1 polarization ratio, CD86, and iNOS expression compared to those of the LPS+si-USP25 group (P<0.01). Relative to the sham group, CLP mice demonstrated aggravated pulmonary inflammatory injury, heightened levels of TNF-α, IL-1β, and IL-18, increased M1 macrophage infiltration, as well as elevated PKM2, HK2, CD86, and iNOS expressions (P<0.01). Compared to those of the CLP group, the pathological damage of lung tissue, inflammatory factors, the proportion of M1 type polarization of macrophages, and the protein expression levels of PKM2, HK2, CD86, and iNOS in the CLP + AZ1 group were all decreased (P<0.01). Taken together, this study confirms that inhibiting USP25 can block macrophage glycolysis and M1 polarization to alleviate sepsis-induced lung injury, with a mechanism involving the induction of PKM2 ubiquitination to reduce its protein expression level.