That's up to the DM's judgment, as the rules don't say anything about it. I would personally say that you lose the maneuver if you no longer meet its prerequisites, like when you cease meeting the prerequisites for a feat or prestige class and thereby lose its benefits. At least that's the closest precedent in the rules that I'm aware of.