Collectively, PGRN deficiency in BMMs is negatively associated with <i>Nlrp3</i> expression and IL-1β production and causes reduced inflammation and bone erosion in mice subjected to STA-induced RA. Here, IL1B is linked to rheumatoid arthritis.