Using large scale genetic sequencing has for the first time found the cause of a new illness. Short summary here and full article here. In this situation, an individual had a unique set of symptoms, and by doing a full exome scan for him and his parents they were able to successfully locate the gene that was creating the problem and understand what was going wrong.