Actually, this is pretty explainable through an economic lens. Cheap foods tend to be higher in things like fat and sugar due to various subsidies in the US, poor people are more likely to eat cheap food because that's what available to them. Black people are more likely to be poor, ergo a higher rate of obesity when not controlling for economic class.