I would venture to say that, with today's hardware, I would doubt that.
Twenty years ago, it definitely wouldn't have been a good thing, but the external HDDs of today are sturdy beasts. I think you'll find that it will be fine.
Besides, all you need to do to check is reconnect and peruse the files.