The human genome is a rich, complex record of migration, encounters, and inheritance written over thousands of millennia.

Most people alive today carry fragments of Neanderthal DNA in their genome.

But the study, published Thursday in the journal Science, shows “that whenever Neanderthals and modern humans have mated, there has been a preference for male Neanderthals and female modern humans, as...