If the trans woman…who is now male did it without use of drugs or hormones etc.
Then obviously it’s fine. But if hormones or drugs were used, it’s just like saying it’s ok to use steroids and strength enhancing drugs to prepare for competition…But that is why Lance Armstrong had his titles stripped.