ZNF323 gene (− 296, Fig. 2E) was hypermethylated in ACO patients versus pure COPD patients or HS, and increased in all COPD patients with frequent severe AE versus those without frequent severe AE or HS (Fig. 2F). Here, ZSCAN31 is linked to chronic obstructive pulmonary disease.