We selected 10 prognostically significant MM-stromal interaction genes for further study, 6 of which (AKAP12, ARAP3, FSTL1, GADD45A, IL6, VCAN) had previously been implicated in stromal interactions either by differential expression or accessibility18,22. Here, AKAP12 is linked to Miyoshi myopathy.