None of the classic markers of HIV-related immunodeficiency, including low CD4+ cell counts, high HIV viral load nor history of AIDS or AIDS-related pulmonary disease, showed any clear association with lung cancer in the SHCS. The gene discussed is CD4; the disease is immunodeficiency disease.