From 1852–1855, together with a companion, Wagner travelled through North and Central America and the Caribbean. In May 1843, Wagner toured the Lake Sevan region of Armenia. In his old age he committed suicide in Munich, aged 73. His brother Rudolf was a physiologist and anatomist.