Panther Lake is a swamp located in Wake County, North Carolina. It appears on the Angier USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 258.17 feet (78.69 m) above sea level. The nearest populated place is Mount Pleasant, approximately 1.4 miles to the ESE.