Hyperglycemia was significantly associated with a greater risk of frailty in the adjusted model controlling for BMI, IL-6, and chronic morbidities such as diabetes mellitus, osteoarthritis, coronary heart disease, stroke, and COPD. The gene discussed is IL6; the disease is Hyperglycemia.