 Alarmed by the political developments in Nazi Germany, Rathlef hoped to leave the country.Before she could make definite plans, Rathlef died in Berlin on 1 May 1933 of a burst appendix.In Falk Harnack's 1956 film, "The Story of Anastasia", Rathlef-Keilmann was portrayed by German actress Käthe Braun.