I'm always happy to meet another person who knows this series!

To make a very, very long story short, Conan is a famous teenage detective that got in over his head and ended up being poisoned by a secretive criminal organization. Only the poison was experimental, and instead of dying he ended up deaging ten years. So now he's stuck living in hiding as a seven-year-old.