I think people will manipulate anything that involves large sums of money, so not only do I think it's possible, but would be shocked if there was no manipulation.
In fact I read a very compelling report of how back in 2013, when Bitcoin went from like $100 to $1,200, was due to a manipulation by someone at Mt. Gox and bots.