Total RNA from hippocampus was isolated with RNAqueousTM-4PCR Total RNA Isolation Kit (Invitrogen, Carlsbad, CA, USA). 1 ug of total RNA was used for the construction of sequencing libraries. RNA libraries for RNA-seq were prepared using Ion Total-RNA Seq Kit v2 (Life Technologies, Carlsbad, CA, USA).