Study of the Greater Middle East (GME), home to approximately 10% of the world's population, has made invaluable contributions to the characterization of rare genetic disease, especially recessive conditions arising from the tradition of consanguinity and large families with multiple children. A new study now reports 1,111 unrelated exomes from the GME and provides a comprehensive view of genetic variation for enhanced discovery of disease-associated genes.