It's due to gif format not supporting gradiations of transparency, so a pixel is either 100% transparent or not - which kills the shadow effect.
The solution is to do "merge background transparency" from the object menu for any image, just remember it's a one way operation, once you merge the background transparency (shadow) it's permanent.