So, what do we know about the genetics of facial appearance? Can we reliably predict a person’s face from their DNA? What are the implications for health and disease? We are an anthropologist and a human geneticist whose research focuses on uncovering the biological factors that underlie the similarities and differences in facial appearance among humans.