GSEA enrichment analysis revealed that MRPS11 and SHMT2 are co-enriched in the “ribosome” pathway, offering preliminary evidence that this pathway may play a significant role in the pathophysiology of MDD, warranting further exploration. This evidence concerns the gene SHMT2 and major depressive disorder.