I think I found one answer to this from the below link
http://waynesword.palomar.edu/ww0802.htm
At the bottom of the article, the author states that it's not clear why we have the raction to urushiol and that it may be an over reaction by our immune system to the chemical which isnt harmful by itself.
Still looking for more info |