Unlike separate adiponectin and leptin levels, which can be influenced by factors such as sex, age, and acute stressors, this ratio is often linked to increased insulin resistance, inflammation, and the development of cardiometabolic complications, such as type-2 diabetes and cardiovascular diseases [61]. This evidence concerns the gene ADIPOQ and cardiovascular disorder.