UPPER DARBY, Pa.—Police in a Philadelphia suburb have arrested a man they say shot a 19-year-old man and then led officers on a high-speed chase with two small children in the back of his car.

The shooting happened Thursday afternoon. A witness saw the alleged shooter's car and Lansdowne police spotted the vehicle and gave chase.

Officers say the suspect lost control and crashed into a building. Upper Darby Police Superintendent Michael Chitwood says the man then put one child under each arm and took off running.

Police chased him down and arrested him.

KYW-TV reports the kids are the suspect's 2-year-old daughter and 3-year-old son. They weren't hurt.

Investigators say the shooting victim is hospitalized with non-life-threatening injuries.

The altercation reportedly stemmed from a previous argument between the victim and suspect.