The crash happened after midnight near East 71st Street and South Wentworth Avenue, police said.
All of the injured victims were in the SUV, including a 15-year-old male, police said. One of the victims was initially listed in critical condition.
The driver of the U-Haul truck was arrested by Illinois State Police.
No further information about the crash was immediately available.