During the show it has been made apparent that anyone can practice magic1. The show also goes to great length to explain that witches have greater knowledge and power over harnessing mystical forces. Since Supernatural established that fact that's all that really separates the Winchesters - or more generally speaking, any normal human - from witches.
This issue also serves as a prime example of specialization versus generalization. Almost anyone is capable of practicing magic but witches specialize in it and are, therefore, more capable. Even though there are powerful witches like James Frampton2 who only recently became a witch, it's an established fact that usually the most powerful witches are the oldest ones3.
1 According to the show, witches have existed for many centuries. It's also been stated that the source of their power is mostly demons but it is possible to learn witchcraft without a demon's help. That's not even taking white witches into consideration who surely don't get to practice powerful magic by selling their souls.
2 8x15 Man's Best Friend With Benefits
3 Patrick (5x07 The Curious Case of Dean Winchester) or Don Stark (7x05 Shut Up, Dr. Phil), for example.