Our analysis comprehensively and systematically sheds light on the relationship between OPN rs17524488 (−156 GG/G), rs11730582 (−443 T/C), and rs9138 (C/A) polymorphisms and the susceptibility to cancer in the Chinese population. Here, SPP1 is linked to cancer.