It happened while officers were responding to a call for shots fired at 9:40 p.m. Thursday.
The cars crashed at the intersection of Avenue Z and East 24th Street.
The collision sent one of the cars through a fence.
Four officers were taken to an area hospital to be treated for non-life-threatening injuries.
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