One embodiment of the invention relates to a method to treat chordoma in an individual who has chordoma. The method includes the step of administering to an individual who has chordoma, an immunotherapeutic composition comprising: (a) a yeast vehicle and (b) a cancer antigen comprising at least one Brachyury antigen. Another embodiment of the invention relates to the use of an immunotherapeutic composition comprising a yeast vehicle and a cancer antigen comprising at least one Brachyury antigen to chordoma in an individual who has chordoma. Yet another embodiment of the invention relates to the use an immunotherapeutic composition comprising a yeast vehicle.