Abstract OBJECTIVE To study the mechanism of NLRP3 gene’s regulation on inflammatory response in non-alcoholic fatty liver disease(NAFLD) mice induced by high-fat and high-fructose diet using NLRP3 gene knockout mice. METHODS Use male homozygous(NLRP3-/-) mice, and the high-fat and high-fructose diet was used to establish NAFLD model in NLRP3 knockout(KO) mice and wild-type(WT) mice, divided into KO high-fat and high-fructose diet(KO-HFD) group and WT high-fat and high-fructose diet(WT-HFD) group, while the WT and KO groups were also established. The body weight of mice in each group were observed. The changes of ALT, AST, TG, TC, MDA, SOD, lipidosis, apoptosis rate, IL-1β, IL-18, TNF-α, NF-κB, NLRP3, Caspase-1 and ASC in serum and tissue samples were tested to study the mechanism of the NLRP3 gene regulating the inflammatory response in NAFLD mice. RESULTS As time goes on, the mice weight of each group increased gradually, but the KO-HFD group increased less than the WT-HFD group. Each group’s level of ALT, AST, TG, TC in serum increased gradually, but the KO-HFD group increased less than the WT-HFD group. The level of MDA in liver tissues of each group was gradually increased and the level of SOD was gradually decreased, but the change range of KO-HFD group was smaller than that of WT-HFD group. The results of oil red O staining and Tunel section showed that the degree of lipid deposition and apoptosis in hepatocytes increased gradually in all groups, but the changes in KO-HFD group were less than that in WT-HFD group. The levels of serum and liver inflammatory factors IL-1β, IL-18, TNF-α and NF-κB increased in all groups, but the changes of KO-HFD group 20 weeks were less than those of WT-HFD group 20 weeks, and the difference was statistically significant. The expression levels of NLRP3 inflammasomes and related inflammatory cytokines NLRP3, Caspase-1, ASC, IL-1β and IL-18 in liver tissues of WT-HFD group were higher than those of KO-HFD group. The mRNA transcription levels of NLRP3, ASC, Caspase-1, IL-1β and IL-18 in WT-HFD group were gradually increased, while there was no change in KO-HFD group. CONCLUSION The NLRP3 gene may be activated in NAFLD mice model, resulting in increased expression of NLRP3 inflammasome-associated protein, promoting the synthesis and secretion of downstream inflammatory factors, resulting in significant inflammatory response and liver damage, and promoting the progression of NAFLD disease.