This review explores the roles of adipokines like adiponectin and fetuin-A in insulin resistance and beta-cell dysfunction, pivotal factors for T2DM, offering insights for potential therapeutic targets and preventive strategies. Here, AHSG is linked to type 2 diabetes mellitus.