In particular, the direct association between CAMKK1 and leptin was observed as attenuated in individuals with obesity, while the direct association between CAMKK1 and blood glucose or TNFα was strengthened in patients with T2DM. Here, CAMKK1 is linked to obesity due to melanocortin 4 receptor deficiency.