INS and type 2 diabetes mellitus: For example, for T2D progression alone, previous studies used different systems and individually identified various molecular changes, associated with energy metabolism, compensatory insulin secretion, apoptosis, inflammation, dedifferentiation and disrupted islet communication32,37,38.