There is thought to be five times more dark matter in the universe than regular baryonic matter represented by the periodic table. Also, most of the mass of galaxies is dark matter. What is the nature of dark matter? Does dark matter have something to do with spiral structure in galaxies? We will discuss a geometric modification of the axioms of general relativity which may possibly provide insights into these two important problems in astrophysics.