Yes, sleep apnoea can have a genetic component. If close family members suffer from sleep apnoea, there is a higher likelihood of developing the condition. Other hereditary factors such as facial structure, neck circumference, and predisposition to certain conditions like obesity may also contribute to sleep apnoea.