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.
There is a project underway to research the behavioral differences in different dog breeds due to their DNA.