We showed that an interaction between additive genetic risk score of FAT1 and COL9A1 genes and BQ chewing has strong and graded associations with an occurrence of OSCC in case and control study and further confirmed that applied to early detection of OPMD risk. This evidence concerns the gene COL9A1 and oculopharyngeal muscular dystrophy.