Not only is it doable but some gamers report that the extremely popular MMORPG World of Warcraft actually runs better on Linux:  
 
"The performance comparison is surprising - we found that World of Warcraft appeared to run faster under Linux, especially when switching in and out of the game, or running in windowed mode."