We show that a CASPR1/CNTN1‐containing adhesion complex is highly enriched at retinal ribbon synapses and is extremely sensitive to inflammatory changes in the early, pre‐clinical phase of experimental auto‐immune encephalomyelitis (EAE), a mouse model of MS with frequent optic nerve affection. Here, CNTN1 is linked to myeloid sarcoma.