Silas Weir Mitchell was born on February 15, 1829, in Philadelphia, Pennsylvania, to prominent physician and writer John Kearsley Mitchell (1792–1858) and Sarah Henry Mitchell (1800–1872). His father was a doctor and pathologist interested in snake venom, and Mitchell would continue his research later on.