Horton Branch is a stream located in Polk County, Tennessee. It appears on the Oswald Dome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 702.63 feet (214.16 m) above sea level. The nearest populated place is Columbus (historical), approximately 0.5 miles to the NNW.