In the APP/PS1 mouse model, it has been found that both miR-331-3p and miR-9-5p reveal an obvious decrease at the early stage of AD, and a sequential increase at the late stage of AD, accompanied by abnormal functional changes in autophagy. Here, APP is linked to Alzheimer disease.