Guild Wars 2

Will I lose the Legendary Status if I transmute it to an exotic with more preferred stats?

Yes

tralalala

What about using the search feature? There are already many threads about this.

To answer the question it will turn exotic color, because the item quality is determined by the stats you transmute on it.