Our goal with using this approach in both HFD-only and HFD + STZ cohorts was to investigate obesity-driven dysfunction from STZ-mediated β-cell injury and to resolve insulin resistance-specific circulating signatures and pathway shifts that have significant translational relevance. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.