The merger would create the United States’ first coast-to-coast rail network, spanning 50,000 miles and 43 states.

Union Pacific Corp. is acquiring Norfolk Southern Corp. in an $85 billion deal, the companies announced Tuesday, a merger they said will create America’s first transcontinental railroad. Omaha, ...