Chest Springs is a borough in Cambria County, Pennsylvania, United States. It is part of the Johnstown, Pennsylvania Metropolitan Statistical Area. The population was 149 at the 2010 census. Chest Springs is located in northeastern Cambria County at 40°34′44″N 78°36′35″W / 40.57889°N 78.60972°W.