Panther Creek is a stream located in Lyon County, Kentucky. It appears on the Dycusburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 323.16 feet (98.50 m) above sea level. The nearest populated place is Antioch (historical), approximately 1.1 miles to the SSW.