Nutritional supplements can provide essential vitamins, minerals, and calories when regular food intake is insufficient. Protein powders, meal replacement drinks, and specific vitamins like vitamin D and B12 may be recommended. However, it's crucial to consult with a healthcare provider before starting any supplements to avoid potential interactions with cancer treatments.