BHLHE41 and diabetes mellitus: To investigate the downstream molecular mechanism of Bhlhe41 in promoting diabetes-associated cognitive dysfunction, we performed differential gene expression (DEGs) analysis of hippocampal neurons in scRNA-seq data and modeled regulatory network to scan the DEGs for downstream target genes of Bhlhe41.