DNA evidence is not the slam dunk everyone seems to think.
It's just a piece of the investigation puzzle, like any other piece of evidence, like fingerprints, weapons, footprints, etc.
But for some reason, most likely the way TV shows and movies have portrayed it, most Americans think it is the be-all, end-all of investigation.
(Fingerprints and hair analysis were treated like that when they first came out, as well.)