My daughter had honors bio and then opted to do a pre-engineering sequence instead of AP bio. She LOVED it. Her course was taught by an engineer and was structured like a lot of college intro engineering classes. Unless you are planning bio medical engineering, or have had zero bio, I would say follow your gut and take the pre-engineering sequence.