A skin disease or problem can be very annoying and negatively affect your life. Fortunately, something can often be done about it. A skin disease is a disease or abnormality of the skin caused by bacteria, fungi, viruses, allergies, drugs, radiation, metabolic disorders, or some other cause. There are many different skin diseases. They can often be recognized by spots, bumps, or flakes on the skin.