Thank you MyFairLady for your input. I just got this on Wikipedia (pertaining to humans though):
Genetic basis
It seems that the likelihood of developing allergies is
inherited and due to some irregularity in the way the immune system works, but the specific allergen, which causes the development of an allergy, is not.[16]
http://en.wikipedia.org/wiki/Allergy#Genetic_basis