But if you want to you can. I don't see anything wrong with it.
It will be Neutral as far as Flavor goes.
Corn Syrup is also used in Pharmeceuticals, such as Ricola cough drops.
For the love of pete... it's made from Corn (HFCS), lol, so it isn't THAT bad.
But regarding Artificial...