Skeletal muscle branched-chain amino acid (BCAA) catabolism—via increased mitochondrial branched-chain α-ketoacid (BCKA) dehydrogenase (BCKDH) complex activity—was associated with both baseline RA disease activity and with exercise-mediated disease activity improvements. Here, PPM1K is linked to rheumatoid arthritis.