The speculation is that the application was based on the Fusion GPS dossier, that the FBI knew was unsubstantiated.
If the evidence gathered from the FISA recording is inadmissible, the case against Flynn falls apart. And if the OSC used that evidence, knowing it was tainted, that should spell big trouble for Mueller.
Mueller could be disbarred and his entire team face their own legal issues. Malicious prosecution.