Lean proteins are protein sources that are low in saturated fats and calories but rich in essential nutrients. Examples include chicken breast, turkey, fish, tofu, beans, and legumes. These proteins are crucial for maintaining muscle mass, especially during cancer treatment, which can lead to muscle wasting and weight loss.