West Midlands Police said MissLee, who was also known as Debbie Frost and had been in a relationship with Burman, was last seen by neighbours on November 9, 2010.
The quartet is completed by the Lee Freedman-trained Miss Andretti and Magnus, who comes from the stable of Peter Moody, who is making his first trip to Britain.