I would be more concerned about the dyes used on the artificial plants.
Iron oxidizes and will rust out, but in fresh water that will happen slowly. Like I said, if you do weekly 50% water changes the dissolved metals can't possible accumulate enough to be an issue for vertebrates.
Are there any inverts in the tank? Snails, shrimp, mussels?