Secondly, we only explored the metabolomic changes in the fecal and serum samples before and after cognitive impairment in APP/PS1 mice; however, combined multi-site and multi-omics studies can more accurately determine the regulatory networks associated with the development of cognitive decline. Here, APP is linked to Cognitive impairment.