We investigated the relationship between Neutrophil-to-lymphocyte ratio (NLR) and the quantities of neutrophil elastase, CD3, Foxp3, and CD204 in tumor-infiltrating cells and circulating cytokines (IL-2, -6, -8, 17a, and TGF-β) in muscle-invasive bladder cancer.