Yes, my housemate's dog has separation anxiety which is not good (but he was adopted from a shelter).

We hypothesize he gets all anxious because when we are leaving and locking him in his (reinforced) cage - he doesn't know if we'll ever return. Which is different from humans - as in we know that it is only a matter of time.