This is one of those "Tree in a forest" questions. If you're close enough to the blast center of a nuclear explosion that all other food had been obliterated or has otherwise spoiled, then I would think you'd be dead.
I was just trying to look up the shelf life of a twinkie, though and it looks like it's quite a long time.