I don't see how this is unreasonable, when already we collect photographs (with ID cards). Or, more aptly, we already collect footprints of newborns, for purposes of identification. Collecting DNA for purposes of identification is almost the same thing.

Being able to positively identify people is a reasonable function of a government, including democratic governments.