Three types of CD8 + T cells (29.69%), three CD4 + T cell populations (29.97%), three B cell subtypes (17.19%), and two types of NK cells (11.56%) accounted for the majority of the identified cells, which may indicate their roles in COPD development and progression. The gene discussed is CD4; the disease is chronic obstructive pulmonary disease.