The pathway enrichment analysis showed that these genes are strongly associated with MM-related pathways, including the MAPK signaling pathway38, N-glycan biosynthesis39, TNF signaling pathway40 and cytokine–cytokine receptor interaction pathway41 (Fig. 5a). Here, IL18R1 is linked to Miyoshi myopathy.