Panther Creek is a stream located in Calloway County, Kentucky. It appears on the New Concord USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 354.33 feet (108.00 m) above sea level. The nearest populated place is New Concord, approximately 1.2 miles to the S.