Pretty sure u don't need it. plus u get nightingale armor pretty soon.
or try buying it back
Actually, you need to become guildmaster of the thieves guild in order to fully restore it to its former glory. However, you get the guildmaster armor by turning in you starting guild armor so if you lose it, you can't become guildmaster and thus not get the achievement.