Taken together, these results indicated that OPN aggravated HFD-induced metabolic disorders and that this might be due to OPN-induced gut microbiota dysbiosis via the enrichment of D. formicigenerans and the reduction of L. rhamnosus. The gene discussed is SPP1; the disease is metabolic disease.