The ratio of leptin to adiponectin is positively associated with muscle strength in older adults [22] and is a biomarker of atherosclerotic disease, insulin resistance, and metabolic syndrome in the general population [43]. The gene discussed is ADIPOQ; the disease is metabolic syndrome.