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The Houston Police Department said the deputy was involved in the shooting along Beaudry Drive near Dunlap Street.
It happened when the off-duty deputy was following the suspect, who got out of the car at some point and shot at the officer.
The deputy fired back, but no one was injured, HPD said. The suspect allegedly got away.
The shooting is still under investigation.