Every dog is different, so it is hard to pinpoint the one ingredient that may be causing your pooch to breakout in hives; however, there are a few common culprits. Some dogs are genetically dispositioned to be allergic to certain foods including dairy, wheat, soy, egg, beef, pork, chicken, lamb, rabbit and fish.