There are only a limited number of fundamental forces in the known universe (unless our current understanding of physics is completely wrong), not all of which lend themselves to being used for long-range communication.
Gravity possibly could be used as a means of communication but I suppose it’d be rather slow and have a low bandwidth.
Some sort of quantum entanglement-based form of communication might be possible though that contradicts our current understanding of how information can be transmitted in the universe.
So, barring some fundamental shortcut such as Star Trek subspace, there aren’t too many options for interstellar communication.