Yep ... the US was involved in eugenics prior to WW2.
Go back earlier and prevent the assassination of Archduke Ferdinand ... thus preventing WWI - which eventually led to Hitler's rise to power, WWII, and the holocaust.
Without that assassination, it may even have prevented the Russian Revolution, and the world turmoil that caused (Cold War, rise of communism, genocide due to communist revolutions).