Of the 24 genes in the cancer signature, multiple logistic regression modeling revealed that only three genes (CCL11, CD79A, and IL6) were significantly associated with the outcome of death in the TCGA HNSCC cohort (Table 1D). This evidence concerns the gene CCL11 and head and neck squamous cell carcinoma.