Our findings showed that USP5 significantly upregulated glycolysis and inflammatory activation in RA-FLSs, as demonstrated by increased glucose uptake, lactate production, and pro-inflammatory cytokine expression. Here, USP5 is linked to rheumatoid arthritis.