Donohoe was born in London, to Ted and Joanna Donohoe. She has an older sister, Cordelia. She is of Irish, Russian and Swiss ancestry. Her father worked for the Foreign and Commonwealth Office, which led to her family moving a great deal, with a base in London but also living for periods overseas. After her father's retirement, he joined her mother in her antiques-dealing business.
