Patton Creek is a stream located in Perry County, Missouri. It appears on the Neelys Landing USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 344.82 feet (105.10 m) above sea level. The nearest populated place is Grand Tower, approximately 1.9 miles to the NE.