The logistic regression models evaluating associations between the genetic variants—WNT11 (rs1533767) and AXIN2 (rs3923087 and rs11867417)—and OPMD/OSCC confirmed the allelic associations, suggesting that family history of cancer and smoking habits may act as confounding variables. This evidence concerns the gene AXIN2 and oculopharyngeal muscular dystrophy.