NR4A1 inhabits pyroptosis by transcriptionally inhibiting NLRP3 and IL-1β and colocalizing with NLRP3 in trans-Golgi to alleviate pathogenic bacteria-induced colitis. Here, NLRP3 is linked to colitis.