The GluN1 peptide-induced NMDAR encephalitis model exhibits significant limitations: while linear peptides can directly activate B cells and generate high-titer antibodies, their inability to engage T cell assistance and relevant inflammatory signaling pathways prevents complete recapitulation of human disease pathology. The gene discussed is GRIN1; the disease is encephalitis.