Our data from both immunohistochemical staining and Western blotting suggested that TMAO could down‐regulate the expression levels of synaptic plasticity‐related proteins, such as SYN, NMDAR1 and PSD‐95 (Figure 6), which caused cognitive impairment in mice. This evidence concerns the gene DLG4 and Cognitive impairment.