Here, we present a functional assay to detect the repair switch to the alternative PARP1-dependent end joining (PARP1-EJ) pathway and the associated susceptibility to PARPi-mediated radiosensitization in freshly collected tumor samples from prostate cancer (PCa) patients, thereby facilitating the selection of patients who should benefit from combined PARPi plus radiotherapy (RT) treatment.