Through LASSO-Cox regression and stepwise selection, we constructed a four-gene Tumor-Progressing Fibroblast Riskscore model comprising <i>FOXA1</i>, <i>TBX3</i>, <i>LRIG1</i>, and <i>RNF11</i>. Here, RNF11 is linked to neoplasm.