MASLD and MASH are strongly linked to T2DM and obesity, pathogenesis including genetic polymorphisms, environmental factors, and multiple metabolic disturbances: insulin resistance (IR), gut dysbiosis, altered adipokine signaling, such as reduced adiponectin alongside increased pro-inflammatory cytokines. This evidence concerns the gene ADIPOQ and obesity disorder.