Apart from that, we did not find any significant association between NLR value and diagnosis of advanced PCa in either entire cohort (P = 0.258) or subgroup with PSA ranged from 4 to 10 ng.ml−1 (P = 0.075) in the multivariate analyses. Here, KLK3 is linked to posterior cortical atrophy.