You should rephrase the question to :

Does it matter which side of your nose you are breathing through?

http://www.lucidity.com/DreamYoga.html

In the Tibetan tradition, they do a lot of work with controlling breathing through one side of your nose or the other. Not just for dreaming. Some people think it is a trick to activate the left/right hemispheres of your brain.