Notable, ALDH1, p75NTR, and E-cadherin emerged as independent prognostic indicators in OSCC, exhibiting greater predictive efficacy compared to the conventional gold standard of tumour staging (Tables 2 and 3). This evidence concerns the gene NGFR and neoplasm.