For instance, previous studies have shown a correlation between the expression of collagen type 1 genes and the occurrence of oral, gastric, and bone metastatic cancers.23–26 Another gene, KRT78, has been identified as a biomarker and is associated with oral pre-cancer.27 The gene discussed is KRT78; the disease is cancer.