Union Pacific and Atlanta-based Norfolk Southern confirmed Thursday that they are in merger talks that would create a single U.S railroad with service stretching from the East to the West Coast.

Union Pacific Corp. could reach an agreement to acquire Norfolk Southern Corp. and create a transcontinental rail behemoth as soon as early next week, people familiar with the matter said.