The collision occurred just before 4:30 a.m. Tuesday at the intersection of Kensington Avenue and Venango Street.
Police say the driver of a van hit a sedan, sending the van into the steel girder of the SEPTA elevated train line.
The driver of the van was tested for DUI.
The victims' injuries are considered non-life threatening.