Don't count on it. Modern medical experts ascribe the advice to our ancestors' lack of knowledge about nutrition, the nature of disease and how and why the body regulates temperature, and generally take a dim view of its usefulness. Most advocate maintaining a normal diet whether you have a cold or fever. Some recent research indicates that fasting during illness may even be dangerous -- though another recent study, paradoxically, suggests that it may have some value in fighting bacterial infections.