Our MR analysis elucidates the causal associations between 91 cell-derived signaling molecules and SD, proving that CCL11, CDCP1, and IL-20RA may increase SD risk, while CD40 and GDNF may decrease SD risk. The gene discussed is CD40; the disease is Salla disease.