The results showed that the single-cell samples of the CA1 subregion were mainly involved in vesicle-mediated transport in synapse and neurodegenerative disease-related functions, and Syn2, Sh3gl2, Aldoa, Tubb2a and Eno1 were screened as the key target genes. Here, SH3GL2 is linked to neurodegenerative disease.