Sounds like an over heating issue. Check the cooling fans on your CPU & GFX Card.
The reason this maybe happening to the newer games is that they are more resource demanding than the older ones.
If you are comfortable doing so, remove the case of your PC and check things over. Either with or without the game running.
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