Although the autophagy-related genes (ARGs) identified in our study did not directly overlap with classical MM driver genes such as MAF translocations, certain metabolic regulators like ATIC may indirectly assist tumor cells in adapting to the bone marrow microenvironment. This evidence concerns the gene SERPINA2 and Miyoshi myopathy.