Prostate cancer is a common cancer in men. Genetic variations in inflammatory response genes can potentially influence the risk of prostate cancer. We aimed to examine the association betweenPPARGPro12Ala,NFKB1-94 ins/del,NFKBIA-826C/T,COX-1(50C>T), andCOX-2(-1195G>A) polymorphisms on prostate cancer risk. The genotypes of the polymorphisms were ascertained in 543 prostate cancer patients and 753 controls through PCR-RFLP and the risk association was evaluated statistically using logistic regression analysis. TheNFKB1-94 polymorphism was shown to decrease prostate cancer risk in both heterozygous and homozygous comparison models (odds ratios of 0.74 (95% CI = 0.58–0.96) (P=0.02) and 0.57 (95% CI = 0.42–0.78) (P<0.01), resp.). An opposite finding was observed forCOX-2(-1195) polymorphism (odds ratios of 1.58 (95% CI = 1.15–2.18) (P<0.01) for heterozygous comparison model and 2.08 (95% CI = 1.48–2.92) (P<0.01) for homozygous comparison model). No association was observed for other polymorphisms. In conclusion,NFKB1-94 ins/del andCOX-2(-1195G>A) polymorphisms may be, respectively, associated with decreased and increased prostate cancer risk in the Chinese population.