APOE and Mental deterioration: Interestingly, significant differences have been found in metabolite expression and fecal microbial profile between young and old APOE4 TR mice, where young mice have a higher phylogenetic diversity and older mice have significantly fewer butyrate-producing bacteria and short-chain fatty acids, which may interfere with metabolism and possibly affect cognitive decline (Tran et al., 2019).