The VAFs associated with PIGA variants in this study suggest that the variants may arise early in duodenal adenoma development in a proportion of already initiated adenomas, perhaps following APC initiating events but preceding those affecting other known tumor drivers such as KRAS. The gene discussed is KRAS; the disease is adenoma.