What we learn from the attack on Tokyo, is how small things can lead to unexpected consquences, the battle of Midway and Japan's first severe naval defeat.
The battle of Midway could have gone the other way, but was not meant to. If the Doolittle Raid did not take place Japan would have been able to devote more attention to her Asian conquests as well.