Our findings indicated that early-stage OSCC tissues exhibit higher E-cadherin and Smad4 expression, along with lower N-cadherin and Vimentin levels, suggesting their utility as early indicators of tumor progression. This evidence concerns the gene CDH1 and neoplasm.