It seems to me it's your CPU since you said it came "stock" and was "dusty" it's got to be the game taking up all your system resources and CPU. But you also said that it started up fine at the beginning so it could be your video card. But the video card
is fairly new so?? If it's a "next gen" game that would explain the problem. My Guess is the game just overtaking your system.