H-h-how? HOW? do they 'anonymize' DNA?!?! Remember how in 2007 'anonymized' netflix data was linked back to actual members? That was just checking what people watched on Netflix compared to what they rated on IMDB.
With DNA, you should be able to figure out who someone is by the fact you an exact DNA record! I mean, it'll share similarities with your parents, and children, and to a lesser degree, more removed relatives. How hard can it be to figure out that this woman is related to that guy with an arrest record. Or more specifically: this is the exact person because we see other records from any doctor or whatever with the same DNA.