The 18th conference on rare disease combines recent research on genetic mechanisms involved in disease, with advances in approaches for clinical care. This year’s conference will include discussions on the use of a ‘pangenome’ to improve diagnostic yield, the role of common variants in rare disease, and new developments in prenatal and neonatal genomic screening.