In summary, this study, through GWAS and Mendelian randomization analysis, has preliminarily established carpal tunnel syndrome as a genetic risk factor for frozen shoulder and has also suggested that the fibrosis and myofibroblast transformation mediated by TGFβ/SMAD may play important roles in the pathogenesis of both conditions. Here, TGFB1 is linked to carpal tunnel syndrome.