Doyle,
I'll have to find my notes on this but if I remember correctly the eastern leg of the railroad was dismantled and the rails were used to make ironclads out of the makeshift Confederate Mississippi River fleet.
When Curtis invaded Arkansas early in 1862 the rails had already been removed.