No charges have been filed as of Thursday morning.
The shooting happened Sunday, when 20-year-old Jeresha Gatlin of St. Louis was killed. Both male victims, ages 19 and 20, are hospitalized in stable condition.
Police say the victims and two others were in a car when shots were fired at them. A motive in the shooting has not been released.