If you are among those who take their morning medicine along with a cup of coffee, you need to stop. According to studies, caffeine stimulates your stomach, and interferes with absorption of medicine in your bloodstream, leading to various side effects which include restlessness and headache. So, avoid taking diabetes, thyroid, asthma, Alzheimer's and even antibiotics with your coffee.