Abstract:The long term side effects of any newly introduced drug is a subject of intense research, and often raging controversies. One such example is the dipeptidyl peptidase-IV (DPP4) inhibitor used for treating type 2 diabetes, which is inconclusively implicated in increased susceptibility to acute pancreatitis. Previously, based on a computational analysis of the spatial and electrostatic properties of active site residues, we have demonstrated that phosphoinositide-specific phospholipase C (PI-PLC) from
Bacillus c… Show more
“…Previously, the conservation of spatial and electrostatic properties in cognate pairs of residues in the catalytic site of proteins with the same functionality has been used to develop a computational method (CLASP) for detecting binding and catalytic sites 12 – 15 . In the current work, this methodology has been extended by proposing a method for docking ligands into target proteins - DOCLASP ( Do cking using CLASP ).…”
Section: Introductionmentioning
confidence: 99%
“…The native activity of phosphoinositide-specific phospholipase C (PI-PLC) was previously shown to be inhibited by two dipeptidyl peptidase-IV (DPP4) inhibitors - vildagliptin (LAF-237) at micromolar concentrations, and K-579 at nanomolar concentrations using in vitro experiments based on CLASP analysis 15 . Since ‘comparing docking programs can be difficult’ 9 , the DOCLASP methodology is validated by docking vildagliptin to the PI-PLC structure in complex with myo-inositol 17 .…”
The ability to accurately and effectively predict the interaction between proteins and small drug-like compounds has long intrigued researchers for pedagogic, humanitarian and economic reasons. Protein docking methods (AutoDock, GOLD, DOCK, FlexX and Glide to name a few) rank a large number of possible conformations of protein-ligand complexes using fast algorithms. Previously, it has been shown that structural congruence leading to the same enzymatic function necessitates the congruence of electrostatic properties (CLASP). The current work presents a methodology for docking a ligand into a target protein, provided that there is at least one known holoenzyme with ligand bound - DOCLASP (Docking using CLASP). The contact points of the ligand in the holoenzyme defines a motif, which is used to query the target enzyme using CLASP. If there are significant matches, the holoenzyme and the target protein are superimposed based on congruent atoms. The same linear and rotational transformations are also applied to the ligand, thus creating a unified coordinate framework having the holoenzyme, the ligand and the target enzyme. In the current work, the dipeptidyl peptidase-IV inhibitor vildagliptin was docked to the PI-PLC structure complexed with myo-inositol using DOCLASP. Also, corroboration of the docking of phenylthiourea to the modelled structure of polyphenol oxidase (JrPPO1) from walnut is provided based on the subsequently solved structure of JrPPO1 (PDBid:5CE9). Analysis of the binding of the antitrypanosomial drug suramin to nine non-homologous proteins in the PDB database shows a diverse set of binding motifs, and multiple binding sites in the phospholipase A2-likeproteins from the Bothrops genus of pitvipers. The conformational changes in the suramin molecule on binding highlights the challenges in docking flexible ligands into an already ’plastic’ binding site. Thus, DOCLASP presents a method for ’soft docking’ ligands to proteins with low computational requirements.
“…Previously, the conservation of spatial and electrostatic properties in cognate pairs of residues in the catalytic site of proteins with the same functionality has been used to develop a computational method (CLASP) for detecting binding and catalytic sites 12 – 15 . In the current work, this methodology has been extended by proposing a method for docking ligands into target proteins - DOCLASP ( Do cking using CLASP ).…”
Section: Introductionmentioning
confidence: 99%
“…The native activity of phosphoinositide-specific phospholipase C (PI-PLC) was previously shown to be inhibited by two dipeptidyl peptidase-IV (DPP4) inhibitors - vildagliptin (LAF-237) at micromolar concentrations, and K-579 at nanomolar concentrations using in vitro experiments based on CLASP analysis 15 . Since ‘comparing docking programs can be difficult’ 9 , the DOCLASP methodology is validated by docking vildagliptin to the PI-PLC structure in complex with myo-inositol 17 .…”
The ability to accurately and effectively predict the interaction between proteins and small drug-like compounds has long intrigued researchers for pedagogic, humanitarian and economic reasons. Protein docking methods (AutoDock, GOLD, DOCK, FlexX and Glide to name a few) rank a large number of possible conformations of protein-ligand complexes using fast algorithms. Previously, it has been shown that structural congruence leading to the same enzymatic function necessitates the congruence of electrostatic properties (CLASP). The current work presents a methodology for docking a ligand into a target protein, provided that there is at least one known holoenzyme with ligand bound - DOCLASP (Docking using CLASP). The contact points of the ligand in the holoenzyme defines a motif, which is used to query the target enzyme using CLASP. If there are significant matches, the holoenzyme and the target protein are superimposed based on congruent atoms. The same linear and rotational transformations are also applied to the ligand, thus creating a unified coordinate framework having the holoenzyme, the ligand and the target enzyme. In the current work, the dipeptidyl peptidase-IV inhibitor vildagliptin was docked to the PI-PLC structure complexed with myo-inositol using DOCLASP. Also, corroboration of the docking of phenylthiourea to the modelled structure of polyphenol oxidase (JrPPO1) from walnut is provided based on the subsequently solved structure of JrPPO1 (PDBid:5CE9). Analysis of the binding of the antitrypanosomial drug suramin to nine non-homologous proteins in the PDB database shows a diverse set of binding motifs, and multiple binding sites in the phospholipase A2-likeproteins from the Bothrops genus of pitvipers. The conformational changes in the suramin molecule on binding highlights the challenges in docking flexible ligands into an already ’plastic’ binding site. Thus, DOCLASP presents a method for ’soft docking’ ligands to proteins with low computational requirements.
“…However, most methods start with a template protein having the desired activity, known active site residues and 3D structure 23 – 25 . Previously, we have established a computational method (CLASP) based on spatial and electrostatic properties for the detection of active sites 26 – 29 , and a methodology to quantify promiscuity in proteins 30 . We also explored the prospect of promiscuous active sites to serve as the starting point for directed evolution (DECAAF) 31 , 32 .…”
Duplication of genes is one of the preferred ways for natural selection to add advantageous functionality to the genome without having to reinvent the wheel with respect to catalytic efficiency and protein stability. The duplicated secretory virulence factors of
Xylella fastidiosa (LesA, LesB and LesC), implicated in Pierce's disease of grape and citrus variegated chlorosis of citrus species, epitomizes the positive selection pressures exerted on advantageous genes in such pathogens. A deeper insight into the evolution of these lipases/esterases is essential to develop resistance mechanisms in transgenic plants. Directed evolution, an attempt to accelerate the evolutionary steps in the laboratory, is inherently simple when targeted for loss of function. A bigger challenge is to specify mutations that endow a new function, such as a lost functionality in a duplicated gene. Previously, we have proposed a method for enumerating candidates for mutations intended to transfer the functionality of one protein into another related protein based on the spatial and electrostatic properties of the active site residues (DECAAF). In the current work, we present
in vivo validation of DECAAF by inducing tributyrin hydrolysis in LesB based on the active site similarity to LesA. The structures of these proteins have been modeled using RaptorX based on the closely related LipA protein from
Xanthomonas oryzae. These mutations replicate the spatial and electrostatic conformation of LesA in the modeled structure of the mutant LesB as well, providing
in silico validation before proceeding to the laborious
in vivo work. Such focused mutations allows one to dissect the relevance of the duplicated genes in finer detail as compared to gene knockouts, since they do not interfere with other moonlighting functions, protein expression levels or protein-protein interaction.
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