Patten Branch is a stream located in McLennan County, Texas. It appears on the Gholson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 424.56 feet (129.41 m) above sea level. The nearest populated place is Rogers Hill, approximately 1.0 miles to the ESE.