The L-plastin gene is involved in the invasion and metastasis of prostate cancer. However, the molecular mechanisms underlying L-plastin transcription are unclear. We hypothesize that the occurrence of polymorphic genetic variations in the L-plastin promoter might affect an individual's susceptibility to prostate cancer. In this study, we identified a single nucleotide polymorphism (SNP) at position 21,687 in the L-plastin promoter by genotype sequencing. The SNP 21,687 showed different transcriptional activity in the luciferase assay in vitro. The TRANSFAC software was applied to predict the multiple cis-elements, and luciferase assay was used to further identify the L-plastin regulatory region. We performed EMSAs, supershift assays and ChIP-qPCR demonstrated that the transcriptional suppressor NKX3.1 binds to the SNP site of the L-plastin promoter. SNP 21,687 (T/T) led to an increase in the affinity of NKX3.1 for L-plastin promoter, resulted in lower levels of L-plastin RNA and protein expression. Furthermore, we collected and sequenced samples from 640 individuals (372 prostate cancer patients and 268 healthy controls) from 2000 to 2013. The results showed that SNP 21,687 (T/T) occurred more frequently in the healthy individuals than that in the prostate cancer patients compared to SNP 21,687 (C/C). Similarly, SNP 21,687 (T/T) genotype occurred more frequently compared to SNP 21,687 (C/C) genotype in the patients with low and moderately differentiated tumors. In conclusion, SNP 21,687, located in the NKX3.1 binding site within the L-plastin promoter, might reduce the expression of L-plastin and potentially decrease the tumorigenesis and progression of prostate cancer. This SNP could be a potential prognostic factor for prostate cancer.