The incident happened just after 11 Thursday night on Pennsylvania Avenue near Ernest Street.
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Reports show Eddie Arrington was driving on Ernest Street when he went through the intersection of Pennsylvania Avenue, ran off of the roadway, and struck a tree.
Police told ABC11 crews Arrington - who would have celebrated a birthday on Friday - was pronounced dead on the scene.
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The passenger, 53-year-old Renan Wilson, was taken to the hospital with serious injuries.
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Officials have not commented on why Arrington ran off of the road.
Original reports state officers believe alcohol may have been involved; however, an investigation is ongoing.