the invention relates to the detection or prediction of metastases of head and neck squamous cell carcinoma with the use of gene expression profiles . a gene signature has been identified which is able to detect or predict the occurrence of these metastases better than current clinical methods . part of the invention are micro - arrays comprising this signature and methods for performing the detection and / or prediction .