Additionally, our study was the first to reveal the role of PPM1F in M1 macrophage activation, implying that the circPPM1F-HuR-PPM1F axis may represent a novel potential therapeutic target in T1DM. Here, ELAVL1 is linked to type 1 diabetes mellitus.