You must reach a checkpoint in order to save all the items that you ahve gathered. When you run out of lives, you will lose all the items gathered since your last checkpoint stash. Better quality items can be found the higher you are. You will also be able to enter different dungeons, which can be completed to be rewarded with treasure chests that contain rare items or premium currency.