Individuals in Group 4 showed significantly elevated levels of BMI, WHR, neck circumference, hyperglycemia, TC, TG, LDL-C, VLDL, systolic and diastolic blood pressure, and TNF-α compared to both Groups 1 and 3. The gene discussed is TNF; the disease is Hyperglycemia.