Is cyanosis curable or will it return in long term?

Depends. It depends entirely on the cause of the cyanosis. If it is due to a reversible phenomenon such as spasm of certain small blood vessels called arterioles, then cyanosis is treatable and can improve. There are many causes of cyanosis; some are untreatable.