Genetic predisposition can play a role in the development of fatty liver disease. However, it's important to note that lifestyle factors such as diet and exercise can also contribute to its onset. While you may not have control over your genetics, making healthy choices regarding your lifestyle is one way you can potentially prevent or manage this condition. It's always recommended to speak with your healthcare provider about any concerns you may have regarding potential hereditary factors and how they could impact your health.