Here, we performed LASSO analysis and identified 6 critical fibroblasts related factors (PCOLCE2, APOD, APOE, TIMP1, HTRA3 and MT1A) and calculated the fibrosis scores based on their expression in patients with thyroid cancer. The gene discussed is TIMP1; the disease is thyroid cancer.