What if dark matter is actually matter in a parallel universe, and gravity is the only force that can "permeate" universes?
Imagine a stack of papers, each with a universe on it; within each universe, all the normal laws of physics apply, but interactions are much weaker between those sheets. If you move a magnet on one side of a piece of paper, it can affect metal objects underneath it (except replace magnets with gravity).