Yes, you can touch it because, in most cases, nothing will happen. However, it is recommended that you do not touch it because there may be static discharge.
If you really need to touch it, make sure that you ground yourself and discharge the extra charge in you. Also, make sure that there are no skin oils or anything that can conduct electricity.