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Alzheimer's disease (AD) arises from the convergence of amyloidogenesis, tau dysregulation, cholinergic failure, oxidative stress, and excitotoxicity, requiring therapeutic strategies capable of engaging multiple pathogenic pathways simultaneously. Here, we performed a multi-stage in silico drug-discovery pipeline to identify natural product–derived compounds with CNS drug-likeness, safety, and multi-target binding potential. Thirteen phytochemicals were screened against five validated AD targets—BACE1, AChE, BChE, GSK-3, and the NMDA receptor—integrating molecular docking, pharmacokinetic profiling (SwissADME), and toxicity prediction (ProTox-III). This funnel narrowed the panel to two compounds, the alkaloid (+)-boldine and the flavonoid epicatechin, on the basis of favorable toxicity profiles and strong docking affinities (maximum ΔG = −9.9 kcal/mol). Their pharmacokinetic profiles are not uniformly favorable, however: (+)-boldine was the only one of the two predicted as blood–brain barrier (BBB)-permeant by the SwissADME BOILED-Egg model, and both compounds were flagged as putative P-glycoprotein (P-gp) substrates; epicatechin's retention as a candidate rests on independent literature evidence of measurable brain penetration rather than on the in silico permeability prediction. To test whether the docking-predicted poses correspond to stable, energetically favorable complexes, we performed 100-ns all-atom molecular dynamics (MD) simulations of the (+)-boldine– and epicatechin–acetylcholinesterase (AChE, PDB 4EY7 ) complexes, benchmarked against the clinically used AChE inhibitor donepezil as a reference ligand. Both phytochemicals formed stable complexes over the full trajectory, with protein/ligand RMSD, radius of gyration, and key-contact occupancy comparable to or better than the donepezil reference. MM-GBSA binding free energies were comparable across all three ligands (donepezil −24.9 ± 4.2, epicatechin −24.0 ± 3.9, (+)-boldine −22.7 ± 3.7 kcal/mol), while MM-PBSA estimates on the same trajectories were internally inconsistent and are reported only as a methodological limitation. Epicatechin sustained substantially more persistent hydrogen bonding than donepezil or (+)-boldine (mean 3.2 vs. 0.5 and 0.8 bonds, respectively), indicating a distinct, hydrogen-bond-driven binding mode. Because dynamic validation was performed only for the AChE complexes and the two free-energy methods disagreed, we present (+)-boldine and epicatechin as promising, mechanistically distinct AChE-directed candidates for further validation rather than as confirmed multi-target leads, and outline the additional target-by-target and experimental validation required to support that stronger claim.
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Chopra et al. (2026) studied this question.