In this study, Lachnospiraceae_UCG_004 showed significantly positive correlations with the sum of MoCA in both AD patients and sAD patients with consistent trends in mAD group, indicating the potential of Lachnospiraceae_UCG-004 as a biomarker for cognitive impairment. This evidence concerns the gene DOCK3 and Cognitive impairment.