Patton Branch is a stream located in Buchanan County, Virginia. It appears on the Duty USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,647.42 feet (502.13 m) above sea level. The nearest populated place is Rasnake, approximately 1.6 miles to the SE.