“This work is both technically very impressive … and will be a fantastic mine of information to explore over the next years, and also hugely useful in clinical genetics settings,” says Gilean McVean, a statistical geneticist at the University of Oxford. Looking at just the protein-coding parts of the genome is a good start, he adds, “but we will need the full spectrum of the whole genome to ultimately make sense of what causes disease.”