Through integrated analysis of the GSE136337 cohort (n=415), seven autophagy-related genes (ARGs) exhibiting significant prognostic associations with overall survival in multiple myeloma patients were rigorously identified via univariate Cox regression followed by LASSO regularization (p<0.001). The gene discussed is SERPINA2; the disease is plasma cell myeloma.