 This study investigates the use of polygenic risk scores, PISS, in identifying high-risk individuals for four common cancers in a Chinese population. The authors found that PISS can accurately identify individuals at higher risk of developing breast, prostate, and colorectal cancers. However, the accuracy of PISS for lung cancer was lower than other cancers. Additionally, the authors suggest that appropriate correction factors should be used to improve calibration.