This study is the first to investigate the expression of TMSB10 in prostate cancer and its ability to predict poor prognosis, analyzing its biological functions, such as affecting the proliferation, migration, and invasion of LNCaP and DU145 cells, and its role in the tumor immune microenvironment state. The gene discussed is TMSB10; the disease is Familial prostate cancer.