I think if the film dwells on the age difference or draws attention to it. Then it's not going to work.
age difference doesn't really bother me. what's 10 or 15 years when you're middle-aged anyway? heh.
i think it tends to bother audiences more when the age difference is only a year or two while one of them is a legal adult and the other is underaged.