Supervised analysis of GEP data from newly diagnosed, untreated MM patients based on MAGEA3 expression revealed significant associations with co-expression of other CTAg genes and with cell cycle and DNA replication pathways. This evidence concerns the gene MAGEA3 and Miyoshi myopathy.