In multivariate logistic regression analysis, exosomal and serum miR-1258, NLR, NEU, CRP, WBC, PCT, sex, Respiratory failure and Cerebrovascular Disease were identified as independent predictors for AECOPD (Table 6). This evidence concerns the gene CRP and respiratory failure.