CTSG and Miyoshi myopathy: As shown in Supplementary Figure 2, in the GSE6477 dataset representing different stages of MM development (MGUS, SMM, NDMM, RRMM), HSPE1 and LDHA exhibited gradually increasing expression, while CTSG, MPO, PINK1 and VCAM1 showed gradually decreasing expression.