Pneumonia affects your respiratory system, making it harder to get enough oxygen. This lack of oxygen weakens your body’s cells, and this is especially felt in the muscles and in a general sense of fatigue. With treatment, your symptoms will ease, but many people continue to feel tired and achy for a month. Dehydration can also contribute to muscle aches, so be sure to drink enough liquids.