Designing dual binding site acetylcholinesterase inhibitors ……
the generated compounds to priorities the hits and to identify their dual binding
site nature.
molecular docking
GOLD (genetic optimization for ligand docking) program (Verdonk et al , 2003)
was used for docking study and the GOLD score option was selected as the
fitness function, denoted in short form as GOLD fitness score (GFS). The X-ray
coordinates of donepezil bound to the active site of the AChE enzyme were used
to define the active site region with an active site radius of 9.5 Å, by keeping
all the water molecules within the active site. The annealing parameters of van
der Waals and hydrogen-bonding interactions were considered within 4.0 Å and
2.5 Å, respectively, and other parameters were kept at the default setting. GOLD
has shown good reproducibility of experimentally observed binding conformation
of donepezil. In our study the superimposition of the docked donepezil onto the
crystallographic geometry yielded RMSD of 0.55 Å which satisfies our docking
protocol. Further, the best conformation of each selected compound comprises the
output on the basis of the GFS score and interactions formed between the ligands
and the active site. Finally promising leads were obtained by several methods
including ADMET analysis, molecular docking, and ranked compounds were
further evaluated for their synthesis accessibility by SYLVIA software (SYLVIA,
Molecular Networks GmbH).
Synthesis accessibility prediction
In order to evaluate the synthesis feasibility of our designed leads, SYLVIA
software was used (SYLVIA, Molecular Networks GmbH). SYLVIA scores
compounds from 1 (easy to synthesize) to 10 (difficult to synthesize) on the basis of
synthesis accessibility. Scoring function in SYLVIA includes- different structural
complexity measures, retro synthetic reaction fitness and different measures of
similarity to available starting material (Boda et al , 2007).
Results and Discussion
Fragment Generation
FBDD approach offers several advantages over conventional drug design methods
as fragment libraries are more diverse and synthetic resources are used more
efficiently(Congreve etal ,2008,Law etal ,2009).Eighteenrepresentativecomplex
structures were selected according to the structural diversity of the co-crystallized
ligands (Figure 1- Inhibitors 1 to 18 ). In the dissection process of inhibitors, the
fragments were chosen on the basis of their resemblance to the initial lead, and
their small size (<300 Da). Physicochemical analysis of the fragment seeds shows
that all fragments possessed properties consistent with the ‘‘Astex Rule of 3’’
Int. J. Bioinformatics and Biological Sci.: v.2 n.1&2, p. 111-126. March & June 2014
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