Cathole Branch is a stream located in Mercer County, West Virginia. It appears on the Athens USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,047.24 feet (624.00 m) above sea level. The nearest populated place is Spanishburg, approximately 1.5 miles to the WSW.