In present study, a novel four-lncRNA signature that is useful in survival prediction in PCa patients was developed. If validated, this lncRNA signature might assist in selecting high-risk subpopulation who need more aggressive therapeutic intervention. The clinical implications and the mechanism of these four lncRNAs deserve further investigation in future studies.