Panther Hollow is a valley located in Madison County, Missouri. It appears on the Cascade USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 595.10 feet (181.39 m) above sea level. The nearest populated place is Twelvemile, approximately 0.4 miles to the S.