Specific to NRG and NRXN signaling, we identified two ligand-receptor pairs, NRG3-ERBB4 and NRXN1-NLGN1, as the most significant signaling in epilepsy, contributing to the communication from astrocytes to OPC, Oligo, InN, and ExN. This evidence concerns the gene NLGN1 and epilepsy.