In conclusion, our findings highlighted the functional importance of the U2AF1S34F mutation in mediating MDS disease progression by activating the NLRP3 inflammasome induced by FOXO3a-mediated autophagic flux. The gene discussed is FOXO3; the disease is myelodysplastic syndrome.