They were all modified through the generations to make them a commodity. If they have no purpose, them going extinct is not a bad thing. Most of them are optimized for meat or other purposes and they probably can't survive outside. It would be humane to let them go extinct after we transition. FWIW we already wiped them off the Earth, you don't find a lot of wild cows or chickens other than the ones we have modified.