ATXN3 and Machado-Joseph disease: Machado-Joseph disease (MJD, also known as spinocerebellar ataxia type-3) is a fatal disease characterised by motor impairments and the presence of aggregated ataxin-3, the protein affected in MJD, in degenerating brain regions.