Diabetes increasingly afflicts our aging and dysmetabolic population. Type 2 diabetes (T2D) and the antecedent metabolic syndrome (MetS) represent the vast majority of the disease burden –increasingly prevalent in children as well as older adults. However, type 1 diabetes (T1D) is also advancing in preadolescent children. As such, a crushing wave of cardiometabolic disease burden now faces our society. Arteriosclerotic calcification is increased in MetS, T2D, and T1D – impairing conduit vessel compliance and function, thereby increasing the risk for dementia, stroke, heart attack, limb ischemia, renal insufficiency and lower extremity amputation. Preclinical models of these dysmetabolic settings have provided insights into the pathobiology of arterial calcification. Osteochondrogenic morphogens in the BMP-Wnt signaling relay and transcriptional regulatory programs driven by Msx and Runx gene families are entrained to innate immune responses – responses activated by the dysmetabolic state – to direct arterial matrix deposition and mineralization. Recent studies implicate the endothelial-mesenchymal transition (EndMT) in contributing to the phenotypic drift of mineralizing vascular progenitors. In this brief overview, we discuss preclinical disease models that provide mechanistic insights – and point to the emerging potential for translating these insights into new therapeutic strategies for our patients challenged with diabetes and its arteriosclerotic complications.