Gum Spring Branch is a stream located in Chester County, South Carolina. It appears on the Baton Rouge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 364.59 feet (111.13 m) above sea level. The nearest populated place is Sandy River, approximately 1.1 miles to the SSW.