Aug 2026· Physical Chemistry, Chemical Physics - PCCP· 0 citations
Medicine
TL;DR
Computational findings suggest that ligand 4 represents a promising alkynyl-3-carboxamide-based lead scaffold for further development as a potential legumain-targeted therapeutic candidate for AD.
Abstract
Alzheimer's disease (AD) remains a major global health challenge due to its complex pathological mechanisms and the limited availability of effective disease-modifying therapies. In this study, a dataset of fifty novel alkynyl-3-carboxamide derivatives (1-50) was systematically evaluated as potential inhibitors of asparagine endopeptidase (legumain), a key enzyme implicated in AD-associated neurodegeneration. An integrated computational approach involving molecular docking, molecular dynamics (MD) simulations, molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) binding free energy analysis, density functional theory (DFT) calculations, and ADMET profiling was employed to investigate ligand-protein interactions, structural stability, electronic properties, and drug-likeness. Molecular docking analysis across ten disease-relevant protein targets identified ligand 4 as the most promising candidate, showing the highest binding affinity toward legumain (PDB ID: 5LUA) with a docking score of -8.1 kcal mol-1. Temperature-dependent MD simulations performed at 300, 305, 310, and 320 K confirmed the stability of the 5LUA-ligand 4 complex, as indicated by consistently low root-mean-square deviation (RMSD) fluctuations and stable binding interactions. MM/PBSA calculations further demonstrated favorable binding thermodynamics for ligand 4, with a total Gibbs free energy of binding (ΔG_bind) of -37.05 kcal mol-1. Furthermore, physicochemical and pharmacokinetic assessments revealed favorable drug-like characteristics, including compliance with Lipinski's and Veber's criteria, suitable lipophilicity (c log P = 2.03), topological polar surface area (TPSA = 131.4 Å2), and an acceptable predicted hERG inhibition profile (pIC50 = 0.9881) with no significant toxicity alerts. Overall, these computational findings, supported by previously reported in vitro evidence, suggest that ligand 4 represents a promising alkynyl-3-carboxamide-based lead scaffold for further development as a potential legumain-targeted therapeutic candidate for AD. Additional experimental validation through advanced biological assays and in vivo studies is required to confirm its efficacy and safety profile.
Alzheimer’s disease (AD) is a chronic, progressive neurodegenerative disorder predominantly affecting 47 million people worldwide. Dysregulation of BACE-1, the initiating enzyme in the amyloidogenic cascade, plays a pivotal role in AD pathogenesis. Conventional anticholinesterase inhibitors can only provide symptomatic relief without stopping disease progression. In this study, we employed an integrated computational approach to rationally design novel indole-based BACE-1 inhibitors through pharmacophore modeling, 3D-QSAR analysis, ligand-protein docking, pharmacophore-guided virtual screening, MD simulation, and ADME studies. DDHRR_1 was identified as the best pharmacophore model with a survival score of 5.7767. Statistically significant 3D-QSAR models were obtained, wherein the atom-based model demonstrated high predictive reliability (R
2
=0.9386, Q
2
=0.7432), while the field-based model exhibited acceptable predictive ability (R
2
=0.8492, Q
2
=0.6644). Among the dataset compounds, compound B38 (3i) displayed the optimal binding affinity (-6.567 kcal/mol; PDB ID: 4DJU), with key interactions at GLY95, TYR132, and PHE169. R-group enumeration generated 2408 derivatives, among which R1 and R2 exhibited strong binding affinity (-10.339 and -9.611 kcal/mol). A comparative analysis of the referenced ligand, the two best-performing ZINC-derived compounds (ZINC43707325 and ZINC03628223), and the two top-ranked R-group compounds revealed that R2 was the major lead compound. However, as these findings are based solely on in-silico analyses, further synthesis, biological evaluation, and BBB permeability studies are necessary to validate the therapeutic potential of R2 against Alzheimer's disease.
Pitam Ghosh, Ryena Dhir, D. Sharma et al.· Journal of Computational Bio...· 0 citations
Acetylcholinesterase (AChE; E.C. 3.1.1.7) is a key
enzyme involved in cholinergic neurotransmission,
catalyzing the hydrolysis of acetylcholine (ACh).
Reduced ACh levels are associated with Alzheimer's
disease (AD), making AChE inhibition an effective
therapeutic strategy. Structurally, AChE possesses a
deep active site gorge with peripheral and catalytic
subsites, including the catalytic triad (Ser203, Glu334
and His447), which plays a crucial role in enzyme
activity. In the present study, the synthesized
pyrrolopiperazine-derived spiropyrrolidine derivatives
were evaluated as potential AChE inhibitors using in
silico approaches. Molecular docking, induced fit
docking (IFD) and conformational analyses were
performed to investigate ligand–protein interactions
and binding efficiency.
The results were compared with dihydrotanshinone I
(DHI), a known peripheral site inhibitor. Furthermore,
ADME/Tox predictions were carried out to assess
pharmacokinetic and safety profiles. The findings
revealed that several synthesized spiropyrrolidine
compounds exhibited favorable binding interactions
with key active site residues and showed promising
drug-like properties. These compounds may serve as
potential leads for the development of novel AChE
inhibitors and may provide new insights for therapeutic
strategies in Alzheimer's disease.
Paranthaman Shamala, Mohamed Noor Shaik, Prakash B. et al.· Research journal of biotechn...· 0 citations
Alzheimer's disease (AD) remains a multifactorial neurodegenerative disorder and currently there are only a few symptomatic therapies available to treat the cholinergic system. The pyrimidine scaffold has become a privileged scaffold for the design of multi-target directed ligands (MTDLs) that are effective at targeting the cholinergic deficit and downstream neurotoxic cascades. A series of ten new pyrimidine derivatives, 3a-3j, were synthesized, characterized and evaluated for their biological activity as potential anti-AD agents. Molecular docking of compound 3e to Torpedo californica acetylcholinesterase (AChE, PDB: 4EY7) showed that compound 3e had superior binding affinity (–12.4 kcal/mol), which was achieved by dual binding mode with both catalytic anionic site (Trp84, Tyr121) and peripheral anionic site (Trp279, Tyr70). An in vitro enzymatic assay confirmed that 3e was the most potent AChE inhibitor (IC₅₀ = 38 ± 4 nM), similar in potency to donepezil (22 ± 2 nM) and demonstrated a good selectivity for AChE compared to butyrylcholinesterase (BChE) (5.5-fold). Structure-activity relationship (SAR) studies indicated that an unsubstituted pyrimidine ring for π–π stacking, hydrogen bond donors at position 4/5 and an extended lipophilic tail for PAS recognition are essential for potency. No cytotoxicity up to 50 μM was observed with 3e in differentiated SH-SY5Y neuroblastoma cells, where it also resulted in the highest level of neuroprotection against Aβ₁–₄₂-induced toxicity (81 ± 5% viability recovery, similar to donepezil at 77 ± 4%). These results prove that 3e is a promising multi-target lead that has a high degree of AChE inhibition activity and anti-amyloid neuroprotection activity with PAS, justifying further preclinical development as a disease-modifying drug in AD.
Unknown authors· Oriental Journal of Chemistr...· 0 citations
Alzheimer's disease (AD) remains a formidable global health challenge, driving the urgent need for potent and selective therapeutics targeting β-site amyloid precursor protein cleaving enzyme 1 (BACE1), a key enzyme involved in the generation of amyloid-β (Aβ) peptide and a promising target for disease-modifying interventions. In this work, approximately 16 million small molecules from diverse databases were subjected to ligand-based virtual screening (LBVS), using LY3202626 as a reference compound, to identify new potent inhibitors of BACE1. LY3202626 is a highly potent, central nervous system (CNS) penetrant BACE1 inhibitor (IC50 = 0.615 nM) that has progressed to clinical trials, demonstrating efficacy at low doses against BACE1 activity. The lead candidates identified using ensemble molecular docking displayed stronger binding affinities (-11.2 to -9.6 kcal mol-1) to BACE1 as compared to LY3202626. Notably, molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) analysis revealed high-affinity binding of ChEMBL3667410 (C1), ChEMBL3667414 (C2), and ChEMBL3976114 (C5) with binding affinities of -32.9 ± 0.8, -33.6 ± 1.8, and -36.1 ± 1.7 kcal mol-1, respectively, to BACE1 as compared to LY3202626 (-29.9 ± 1.8 kcal mol-1). Furthermore, MD simulations demonstrated enhanced structural stability and reduced residual fluctuations in BACE1 on the incorporation of C1, C2, and C5, as compared to apo-BACE1 and BACE1-LY3202626. Interestingly, the conformational snapshots, flap distances, and free energy landscape (FEL) analyses highlighted a closed flap, Val67-Glu77 (non-active) conformation in BACE1-C5 in comparison to an open flap (active) conformation in apo-BACE1, and partial restriction in the access to the active site of BACE1 due to the flap movement noticed in the presence of LY3202626, C1, and C2. Notably, conformational microstate analysis revealed key hydrogen bond interactions of C5 with the 10s loop (Gly11, Gly13), flap residues (Trp76), the catalytic residue (Asp228), Gly230, and Thr231 of BACE1, depicting its high-affinity binding to key residues of BACE1 and its potential as an effective inhibitor of BACE1 activity. The comprehensive in silico methodology in this work illuminated the inhibitory mechanism of LY3202626 and top hit compounds against BACE1 activity for the first time, which, in turn, will be highly valuable in further optimization and structural refinement using various functional group modifications to yield more potent next-generation therapeutic candidates against BACE1 in AD.