In 1947, the US National Academy of Sciences established the Atomic Bomb Casualty Commission (ABCC) and sent American scientists to Hiroshima and Nagasaki to investigate the delayed effects of the atomic bombs among survivors. James Neel, medical professor at the University of Michigan, headed the genetics team of ABCC whose mission was to measure the possible genetic mutations caused by radiation. After the conclusion of the ABCC studies, Neel and his scientific team continued to use the resources and subjects in southern Japan to conduct research on the genetics of consanguineous marriages in Japan. This article explores how both the ABCC genetic studies and consanguinity studies reflected American fears about rising mutations in an apocalyptic atomic age. Studies on inbreeding illuminated the nature and extent of mutations in a “pure” genetic population. Furthermore, the Japanese data were used for genetic counseling back in America, helping to address the American public’s concern about increasing interracial marriages between whites and Asians. Despite the attempts of Neel and other American geneticists to disassociate their work from previous, racist, eugenics studies, postwar genetic studies took on the same practices, institutions, and goals as their predecessors—to ensure the wellbeing of the white race. Neel’s ABCC and subsequent studies, all bankrolled by the US Atomic Energy Commission, exploited American military and financial power to take advantage of the “intimate” relationships with nonwhite, “deviant” subjects.