DeKalb police received a call around 5:30 p.m. Saturday about a shooting in the church's parking lot.
Authorities stress that the shooting is not connected to the church, home of embattled minister Bishop Eddie Long.
Long has been sued by four young men who claim he coerced them into sexual relationships. He has denied the allegations.
Police said there are no suspects in the case at this time.