In particular mutations in ERBB2, PTPRD, PTPRT, AURKB correlated with at least one of the clinical-pathological parameters under analysis such as node status (N), stage, tumor size (T) and/or presence of metastasis (M1). Here, ERBB2 is linked to neoplasm.