Our Single-cell RNA sequencing analysis revealed widespread activation of the JAK/STAT3 pathway across various MM subgroups, with a notable co-localization of JAK/STAT3 and CXCL7 in one subgroup. The gene discussed is PPBP; the disease is Miyoshi myopathy.