State police say the collision happened around 11:53 p.m. Tuesday in the northbound lanes of the highway near Exit 8.
It involved three cars and a pickup truck.
Police say two of the victims were seriously injured. A third victim sustained minor injuries.
All lanes of Route 42 northbound have been closed for hours.
Police are still investigating what led to the crash.
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