GSEA and KEGG analysis of obesity showed an enhancement of cytokine and chemokine pathways, whereas the results of COPD showed an upregulation of repair-related genes such as cell junctions, HIF1α, and FOXO3. This evidence concerns the gene HIF1A and obesity due to melanocortin 4 receptor deficiency.