Subsequently, we innovatively integrated the eQTLs of these co-expressed genes with GWAS data related to FS, leading to the identification and experimental validation of four genes implicated in the onset and progression of FS: ADAMTS1, NR4A2, PARD6G, and SMKR1. Here, ADAMTS1 is linked to Feingold syndrome.