Gum Branch is a stream located in Clay County, Kentucky. It appears on the Maulden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 892.29 feet (271.97 m) above sea level. The nearest populated place is Shepherdtown, approximately 1.7 miles to the WNW.