Based on the understanding that TME can affect tumor progression, our study defined TME by the maximum standardized uptake value (SUVmax) on preoperative 18F-PSMA-1007 PET/CT images and further explored the predictive performance of RFs in different subregions, including TME on persistent PSA to judge the prognosis of tumors. This evidence concerns the gene KLK3 and neoplasm.