Would restoring my PC also restore the registry keys to when it came from the factory?

I found a trojan and some spyware on the registry of my PC. Would a reinstall restore the registry to when I first bought it? The thing is, I've done that, and the trojan and spyware still shows up in the registry keys when I do a scan.