The high proportion of naive CD4+ T cells suggests that the immune system is not effectively activated, enabling bladder cancer cells to evade immune surveillance and promote cancer development, consistent with HLA-DR+ CD8 bright T cells acting as a protective factor. The gene discussed is CD8A; the disease is urinary bladder cancer.