After his wife's death, Dr. John Dolittle (Robert Downey, Jr.) decided to hide from the world with his beloved animals. But he has to take a journey to a mysterious island to find a healing tree, which is the only medicine that can help the dying Queen Victoria (Jessie Buckley) in Buckingham Palace.