Bitcoins price is based on supply and demand on the market.More demand higher price more supply down price.Yes you can manipulate bitcoins price if you hold a huge supply or supply that may be enough to sell or buy in the current market status
I do not think that there are many people who hold a large number of bitcoins in order to manipulate the price. But this assumption can not be ignored.