In patients with T2D, prolonged disease duration may lead to a gradual decline in insulin production and function, and long-term insulin deficiency can lead to chronic hyperglycaemia and decreased bone turnover, affecting osteoclast activity and promoting bone resorption [34]. Here, INS is linked to type 2 diabetes mellitus.