In the training group, LASSO Cox regression analysis was then applied to these four genes and finally a four-gene risk signature (HPRT1, CTNS, SHMT1 and SLC38A7) was obtained to analyze AAM in HNSCC samples. This evidence concerns the gene HPRT1 and head and neck squamous cell carcinoma.