These findings provide new mechanistic insights into CRS progression and identify potential therapeutic targets.<h4>Highlights</h4>ZFP36L1 is identified as a key driver gene in chronic rhinosinusitis (CRS) progression via integrated bioinformatics analysis. This evidence concerns the gene ZFP36L1 and chronic rhinosinusitis.