When our muscles ache, often our first instinct is to reach for the pill bottle. But even seemingly benign drugs such as ibuprofen and aspirin can, over time, increase your risk for ulcers, gastrointestinal bleeding, high blood pressure, and heart attacks. Fortunately, there are alternatives for dealing with muscle soreness.