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. This evidence concerns the gene TNF and type 2 diabetes mellitus.