Among them, GSEA analysis showed that LINC01615 is associated with most of the immune pathways, such as the IL6 signaling pathway, IL1 and megakaryocytes in obesity, and the biocarta IL10 pathway. Here, IL6 is linked to obesity due to melanocortin 4 receptor deficiency.