Compared with the control group, the mRNA levels of synaptic development‐related genes SYN1, SYNPO, and axon development‐related genes Lingo‐1 were significantly increased in the VPA‐induced autism model group (p < 0.01) and improved after AVP treatment (p < 0.01). Here, LINGO1 is linked to autism.