Firstly, several potentially useful predictors for BPH, including serum PSA, prostatic acid phosphatase, and the IPSS, were excluded from model development due to their unavailability in general aging cohorts like UKB and CHARLS. This evidence concerns the gene ACP3 and benign prostatic hyperplasia.