From what I heard, it's possible to run Android apps on Ubuntu for Android:

http://www.omgubuntu.co.uk/2012/02/ubuntu-for-android-announ...

The fact that they run in a special window suggests that the applications actually run in Android, but that they are composited in/on the Linux desktop.