There is a project underway to research the behavioral differences in different dog breeds due to their DNA.
Right now, something called the Dog Genome Project is trying to isolate the various genes for breed-specific behaviors, including the basenji's genetic reluctance to bark and the basset's genetic refusal to catch Frisbees.