Panther Branch is a stream located in Caswell County, North Carolina. It appears on the Ridgeville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 465.88 feet (142.00 m) above sea level. The nearest populated place is Frogsboro, approximately 1.7 miles to the ENE.