Prinz trained as an astronaut beginning in 1978, the first woman trained by NASA as a payload specialist. She was often mentioned as a possible "first American woman in space," but she never went into space. She was mission communicator for the Spacelab 2 mission in 1985, supporting the SUSIM-UARS.