We further evaluated this correlation in a large cohort of HNSCC samples from the Tempus RWE dataset and found the same relationship between the TAM gene signature ratio and a CD8 lymphocyte signature score (CD8A, CD8B, GZMB) (Figure 4F). Here, GZMB is linked to head and neck squamous cell carcinoma.