RS‐HFD significantly reduced arthritis severity and bone erosion in CIA mice and correlated with splenic Treg expansion and increase in serum IL‐10. Addition of β‐acids significantly reduced serum propionate and eliminated RS‐HFD‐induced disease improvement. Here, IL10 is linked to arthritic joint disease.