The shooting happened Saturday at 11:30 a.m. as the bus traveled along Bergen Street.
Police say both the victim and the suspect were passengers.
Its is not clear what prompted the gunfire or whether police caught the suspect.
The victim is in stable condition at University Hospital.
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