To complement molecular docking and gain deeper insight into the stability and interaction dynamics of gut metabolites with AD-associated hub proteins, MD simulations and Molecular Mechanics Poisson Boltzmann surface area (MMPBSA) binding energy analyses were performed for ALB, CASP3, and PPARG in both apo and ligand-bound forms. This evidence concerns the gene PPARG and Alzheimer disease.