Our study demonstrates that exposure to TNF-α or hypoxia can lead to elevated GYS1 expression and intracellular glycogen levels in RA FLSs, suggesting that increased GYS1-mediated glycogen synthesis is associated with the abnormal synovial microenvironment of RA. This evidence concerns the gene TNF and rheumatoid arthritis.