Both baseline PSA and antiandrogen use were statistically significant covariates on drug-killing effect on leuprorelin-sensitive PSA-producing cancer cells, and HGB significantly affected the fraction of cancer cells resistant to leuprorelin treatment. This evidence concerns the gene KLK3 and cancer.