Additionally, miR-409-3p was found to be abundantly expressed in COPD tissues (Fig. 3D), and clinical correlation analysis depicted an inverse relationship between miR-409-3p and SNHG4 levels in COPD patients (Fig. 3E). Here, SNHG4 is linked to chronic obstructive pulmonary disease.