It should be emphasized that, unlike many previous studies examining the relationship between PPH and insulin or glucose, our study focused on younger adults, and we excluded individuals with additional conditions that could be risk factors for PPH, such as neurodegenerative diseases, DM, hypertension, and rheumatic diseases. This evidence concerns the gene INS and pulmonary arterial hypertension.