The 72 year old is believed to be suffering from dementia or some other cognitive impairment.
He has gray hair with bald spot on top and hazel eyes.
Whitworth has a brace on his right leg.
He was last seen in the 1000 block of Ponderosa Road in Wake Forest.
He was driving a blue Ford F-10 pickup truck with North Carolina license plate HD41388.