Murray State baseball reached national prominence in the 1970s under coach Johnny Reagan.
At the time the new athletics nickname was adopted in 1961, the Murray State baseball team had just purchased new uniforms and equipment bags with the Thoroughbreds logo on it, so the team requested and received a one-year extension before adopting the new nickname.