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. 2013 Dec;5(4):173-9.
doi: 10.1016/j.jyp.2013.11.005. Epub 2013 Dec 15.

In silico QSAR analysis of quercetin reveals its potential as therapeutic drug for Alzheimer's disease

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In silico QSAR analysis of quercetin reveals its potential as therapeutic drug for Alzheimer's disease

Md Rezaul Islam et al. J Young Pharm. 2013 Dec.

Abstract

Acetylcholine-esterase (AchE) inhibitors are one of the most potent drug molecules against Alzheimer's disease (AD). But, patients treated with current AchE inhibitors often experience severe side effects. Quercetin is a plant flavonoid compound which can act as AchE inhibitor and it may be a better alternative to current AchE inhibitors in terms of effectiveness with no or fewer side effects.

Aims: The aim of the study was to compare quercetin with conventional AchE inhibitors to search for a better drug candidate.

Methods and materials: Physico-chemical properties of conventional drugs and quercetin were predicted using bioinformatics tools. Molecular docking of these compounds on the active site of AchE was performed using AutoDock and comparative analysis was performed. Later, modification on the basic structure of quercetin with different functional groups was done to perform QSAR analysis.

Result and discussion: Quercetin showed a similar drug likeness score to the conventional drugs. The binding strength for quercetin in the active site of the enzyme was -8.8 kcal/mol, which was considerably higher than binding scores for some of the drugs such as donepezil (binding score -7.9 kcal/mol). Fifteen hydrogen bonds were predicted between quercetin and the enzyme whereas conventional drugs had fewer or even no hydrogen bonds. It implies that quercetin can act as a better inhibitor than conventional drugs. To find out even better inhibitor, similar structures of quercetin were searched through SIMCOMP database and a methylation in the 4-OH position of the molecule showed better binding affinity than parent quercetin. Quantitative structure activity relationship study indicated that O-4 methylation was specifically responsible for better affinity.

Conclusion: This in silico study has conclusively predicted the superiority of the natural compound quercetin over the conventional drugs as AchE inhibitor and it sets the need for further in-vitro study of this compound in future.

Keywords: Alzheimer's disease; Cholinesterase inhibitors; In silico; Molecular docking; Quercetin.

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Figures

Fig. 1
Fig. 1
Structural representation of acetylcholine-esterase. (A) Space-fill representation of 3D structure of acetylcholine-esterase. Different groups on the surface of the protein are highlighted by different color combinations and (B) Helix-loop-helix structural representation of 3-D model of acetylcholine-esterase. α-helices (blue) and β pleated sheets (light yellow) are connected by loops. These images were generated by using Pymol and UCSF-CHIMERA respectively.
Fig. 2
Fig. 2
Molecular docking of acetyl-cholinesterase inhibitors (A–E) represent the binding of donepezil, galantamine, quercetin, rivastigmine, and tacrine respectively in the same pocket on the surface of acetyl-cholinesterase protein. The surface of the protein is highlighted by different colors for each case.
Fig. 3
Fig. 3
Docked chemical compounds in the acetyl-cholinesterase pocket. (A) Acetylcholine-esterase-donepezil bound form. No hydrogen bond formed in the hydrogen bond parameter used. (B) Galantamine-acetylcholine-esterase complex. Yellow dashes indicate hydrogen bonds formed between the enzyme and the drug molecule. Amino acid residues at Tyr 124, Tyr 341 and Ser 293 of acetylcholine-esterase participate in these intermolecular interactions and they are labeled along with their atoms. (C) Rivastigmine-acetylcholine-esterase complex. Yellow dash indicates the hydrogen bond between the drug molecule and Tyr 124 residue of acetylcholine-esterase. All the atoms of Tyr 124 are labeled in the diagram. (D) Tacrine-acetylcholine-esterase complex. Green dash indicates a single hydrogen bond between the drug compound and enzyme. The distance of the hydrogen bond measured is 3.0.
Fig. 4
Fig. 4
Deep view at the Quercetin-acetylcholine-esterase complex. Different atoms of the quercetin structure participate in a number of hydrogen bonds (highlighted in red dashes) formed with acetylcholine-esterase which have been labeled. Tyr 124, Ser 293, Phe 295, Arg 296 and Tyr 341 are the participated amino acid residues of the enzyme to form ten hydrogen bonds which outnumber the interactions for other (e.g. tacrine, donepezil, galantamine, and rivastigmine) drug–enzyme complex. This figure clearly implies the strong binding of Quercetin in the active pocket of acetylcholine-esterase. This image has been developed using Pymol Molecular Visualization system.
Fig. 5
Fig. 5
Scatter plot of Log of different group attached Quercetin versus corresponding Log of the identical group attached Tacrine. The scatter plot shows a liner pattern.

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