At the same time, the correlation between immunocytes and four core diagnostic genes was analyzed, revealing that PES1, CANX, and SUMF2 expressions correlated closely with most immunocytes in both the T2DM and COPD groups (Figures 8E, F). Here, PES1 is linked to chronic obstructive pulmonary disease.