Run Training Question

Those of you that are runners (please come of lurkdom to help a girl out), I have a question.

Do you think you can train for a long distance run on the treadmill for the majority of training or do you think, to be honest to the sport and the rigors of a run, should it be done more outside in the elements?

Thanks any and all!