Overheating would only be an issue if the cooling provisions weren't sufficient. Liquidshadow is correct, the life of a component can be shortened, but similarly constant turning off/turning on can increase the rate of electron migration, so it's six of one and half a dozen of the other.
Bear in mind that computers are almost always upgraded long before the parts wear out, whether it's left on 24/7 or not.