He was awarded the 2006 Nobel Prize in Physiology or Medicine , with Andrew Fire , for the discovery of RNA interference . He was awarded the 2006 Nobel Prize for Physiology or Medicine , along with Andrew Z. Fire , for the discovery of RNA interference .