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. The gene discussed is TUBB2A; the disease is neurodegenerative disease.