The regulatory networks of three differentially expressed types of lncRNA–miRNA in T2DM were constructed, and the lncRNA regulatory mechanism maps were constructed based on the insulin signaling pathways and the AGE–RAGE signaling pathways. Here, INS is linked to type 2 diabetes mellitus.