In this study, we screened 6 CMGs (ANXA2, CHKA, NSDHL, PMVK, SCAP and SQLE) based on a systematical analysis using GEO datasets and established and validated a model which could predict the prognosis of MM. This evidence concerns the gene CHKA and Miyoshi myopathy.