To develop an anti-inflammatory poly (lactic-co-glycolic acid) (PLGA) scaffold by loading xanthohumol, and investigate its anti-inflammatory and cartilage regeneration effects in goats. The PLGA porous scaffolds were prepared by pore-causing agent leaching method, and then placed in xanthohumol solution for 24 hours to prepare xanthohumol-PLGA scaffolds (hereinafter referred to as drug-loaded scaffolds). The PLGA scaffolds and drug-loaded scaffolds were taken for general observation, the pore diameter of the scaffolds was measured by scanning electron microscope, the porosity was calculated by the drainage method, and the loading of xanthohumol on the scaffolds was verified by Fourier transform infrared (FTIR) spectrometer. Then the two scaffolds were co-cultured with RAW264.7 macrophages induced by lipopolysaccharide for 24 hours, and the expressions of inflammatory factors [interleukin 1β (IL-1β) and tumor necrosis factor α (TNF-α)] were detected by RT-PCR and Western blot to evaluate the anti-inflammatory properties in vitro of two scaffolds. Bone marrow mesenchymal stem cells (BMSCs) was obtained from bone marrow of a 6-month-old female healthy goat, cultured by adherent method, and passaged in vitro. The second passage cells were seeded on two scaffolds to construct BMSCs-scaffolds, and the cytocompatibility of scaffolds was observed by live/dead cell staining and cell counting kit 8 (CCK-8) assay. The BMSCs-scaffolds were cultured in vitro for 6 weeks, aiming to verify its feasibility of generating cartilage in vitro by gross observation, histological staining, collagen type Ⅱ immunohistochemical staining, and biochemical analysis. Finally, the two kinds of BMSCs-scaffolds cultured in vitro for 6 weeks were implanted into the goat subcutaneously, respectively. After 4 weeks, gross observation, histological staining, collagen type Ⅱ immunohistochemical staining, biochemical analysis, and RT-PCR were performed to comprehensively evaluate the anti-inflammatory effect in vivo and promotion of cartilage regeneration of the drug-loaded scaffolds. The prepared drug-loaded scaffold had a white porous structure with abundant, continuous, and uniform pore structures. Compared with the PLGA scaffold, there was no significant difference in pore size and porosity ( P>0.05). FTIR spectrometer analysis showed that xanthohumol was successfully loaded to PLGA scaffolds. The in vitro results demonstrated that the gene and protein expressions of inflammatory cytokines (IL-1β and TNF-α) in drug-loaded scaffold significantly decreased than those in PLGA scaffold ( P<0.05). With the prolongation of culture, the number of live cells increased significantly, and there was no significant difference between the two scaffolds ( P>0.05). The in vitro cartilage regeneration test indicated that the BMSCs-drug-loaded scaffolds displayed smooth and translucent appearance with yellow color after 6 weeks in vitro culture, and could basically maintained its original shape. The histological and immunohistochemical stainings revealed that the scaffolds displayed typical lacunar structure and cartilage-specific extracellular matrix. In addition, quantitative data revealed that the contents of glycosaminoglycan (GAG) and collagen type Ⅱ were not significantly different from BMSCs-PLGA scaffolds ( P>0.05). The evaluation of cartilage regeneration in vivo showed that the BMSCs-drug-loaded scaffolds basically maintained their pre-implantation shape and size at 4 weeks after implantation in goat, while the BMSCs-PLGA scaffolds were severely deformed. The BMSCs-drug-loaded scaffolds had typical cartilage lacuna structure and cartilage specific extracellular matrix, and no obvious inflammatory cells infiltration; while the BMSCs-PLGA scaffolds had a messy fibrous structure, showing obvious inflammatory response. The contents of cartilage-specific GAG and collagen type Ⅱ in BMSCs-drug-loaded scaffolds were significantly higher than those in BMSCs-PLGA scaffolds ( P<0.05); the relative gene expressions of IL-1β and TNF-α were significantly lower than those in BMSCs-PLGA scaffolds ( P<0.05). The drug-loaded scaffolds have suitable pore size, porosity, cytocompatibility, and good anti-inflammatory properties, and can promote cartilage regeneration after implantation with BMSCs in goats.