Key molecular findings from the scientific literature report elevated HIF-1α promoting insulin resistance, decreased SIRT1 levels, dysregulated microRNA-181a and microRNA-199a, increased inflammatory cytokines (TNF-α, IL-6, CRP), and altered adipokine profiles with reduced adiponectin and elevated leptin and resistin. This evidence concerns the gene TNF and Insulin resistance.