A fundamental problem in rare-disease diagnostics is the lack of consensus as to which genes have sufficient evidence to attribute causation. To address this issue, we have created PanelApp (https://panelapp.genomicsengland.co.uk), a publicly available knowledge base of curated virtual gene panels.