I generally take a look and see where they're coming from as well. If it's a normal provider such as Compcrap, er, Comcast, AT&T, etc. I'll assume it's a typo. I'll then approve it and PM the individual to make the change to his email address.
If it's coming from a known spam source such as a hosting company, India, Pakistan, etc., that sucker gets the spammer treatment.