Even though it may be possible to lose weight on the junk food diet, such as by switching from regular soda to diet soda, the effect it has on the body is not often positive. The junk food diet is often lacking in nutrition. Junk food in general is the leading cause of obesity in people of all ages, and can lead to diabetes and heart disease, among other illnesses.