Yes. If you uninstall LightEaters the following data will be lost:
- Level progress
- All Cola Currency already purchased
- All consumable items
- Any challenge progress
- Outfit items purchase with Cola
Note: Once the game is re-installed, you can hit the restore button and it will restore all items that were purchased with real money.