Single‐GSEA results suggest that CD40 promotes nucleotide metabolism, mitochondrial calcium ion transport, unfolded protein response (UPR), and adaptive immune regulation, while inhibiting androgen response and TGF‐β signaling pathways, thereby influencing the progression of RRMS. Here, CD40 is linked to relapsing-remitting multiple sclerosis.