I recall Charlie Talley of 5 Star Chemicals (the makers of Star San) saying that it was a possible "extra" use for Star San. I forget if I heard it on Basic Brewing or The Brewing Network (he did shows for both pod casts).
So, yeah , spray it on, and it should help.
Good luck