This study demonstrates that compounds derived from N. arbor-tristis can function as dual inhibitors of AChE and BChE, offering a safer and more sustainable alternative for managing AD and cognitive decline by exhibiting robust binding and favorable drug-like properties. This evidence concerns the gene ACHE and Mental deterioration.