Feed a cold or starve a cold?

I can never remember which way that one goes. Feed a cold, starve a fever. Starve a fever, feed a cold.

The saying is: Feed a cold, starve a fever.

But one guy says you shouldn't do either, while another says there may be scientific evidence to support this old wives tale. Either way, I am off to get some lunch. Chicken soup.