If it's signed by some obscure illustrator, it generally increases the price (for collectors). If it's by anybody who plays redemption (Doug, Rob, Bryon, etc.), it'll lower value at best.
That said, I have a TGT with an apology by Bryon written on it. He then ruined it by adding "(not)" to it.