Partially hydrogenated oils, known as trans fats, are not safe to eat and must be removed from the food supply in the next three years, US regulators said Tuesday.

The announcement by the US Food and Drug Administration finalized the agency's proposed ban on artificial trans fats in 2013, and described partially hydrogenated oils (PHOs) as not "generally recognized as safe" for use in human food.