In addition, the KEGG pathway analysis by GSVA scores and co-expression genes suggested that LINC01480 was positively correlated with type I diabetes mellitus and some pathways involving in immune cell adhesion, migration and activation, and it was negatively correlated with mutiple heart diseases, mTOR signaling pathway, type II diabetes mellitus and the insulin signaling pathway. This evidence concerns the gene INS and type 2 diabetes mellitus.