wownt loose HP, however you may have troubles with engine management light or emissions light (not sure if these have an emisions light?).
if so you will have three options, have the map tweeked, put the standard cat back on, replace with a decat (or maybe live with the emissions light, not sure if it forces the car into "safe mode" i.e. very low boost)