Our data revealed a significant influence of the individual smoking and alcohol consumption behavior on the abundances and cellular characteristics of monocyte subsets and CD4/CD8 T cell subsets in the peripheral blood as well as an age-related weakened immunosuppression in head and neck cancer patients. Here, CD8A is linked to head and neck cancer.