It was also observed that exercise has no significant effect on adiponectin and anti-adiponectin, thereby clarifying the scope of the study and providing direction for exploring alternative mechanisms [42], laying the foundation for research on the “exercise–inflammation–metabolism” association and profoundly influencing the exploration of mechanisms and clinical protocol design for exercise intervention in diabetes management. The gene discussed is ADIPOQ; the disease is diabetes mellitus.