Key factors such as female gender, increasing age, lower household income, and lower parental education, increased insulin doses, reduced physical activity, lower self-monitoring of blood glucose, perceived stress, poor diabetes care activities, and poor quality of life were associated with higher overweight and obesity risk. The gene discussed is INS; the disease is diabetes mellitus.