It happened just after 5:30 a.m. near exit 14; near the exit for Dry Run Road in Martinsburg.
At least two people were taken to Berkeley Medical Center to be treated for their injuries.
West Virginia State Police are handling the investigation into the cause of the crash.
After being shut down for close to an hour and a half, northbound lanes have reopened.
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