Police were initially dispatched to the club after a 9-1-1 caller claimed to have heard a man in a parked car threaten to open fire inside the business.
When police arrived the car fled, according to Eagan and officers pursued the car until reaching Chambersburg Road and Old Troy Pike.
No injuries or crashes occurred during the pursuit and attempts to stop the car with tire deflation devices were unsuccessful, Eagan said.