It happened just before 3am on the Northwest Freeway at Mangum.
Two of the cars and the truck caught fire. It's unclear whether anyone was injured.
The accident blocked westbound lanes of the roadway for several hours while crews worked to clear the scene.
The cause of the accident remains under investigation.
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