Well, one way to fix it would be the old woodworkers trick of disguising it.
Give it a good cleaning, a light sanding, fill the void with a paintable filler, then (carefully) repaint the damaged portion to match the grain. It's a little tedious to get the paint just right but it can be done fairly inexpensively.
Of course you could also re-veneer the whole rail as well...