Drug design for protein kinases and phosphatases: flexible-receptor docking, binding affinity and specificity, and drug-binding kinetics.

Curr Pharm Des

Department of Chemistry and Biochemistry and Center for Nanoscience, University of Missouri-Saint Louis, One University Boulevard, St. Louis, Missouri 63121, USA.

Published: February 2014

This article reviews some of our experiences on applying computational techniques to aid the design of drugs targeting protein kinases and phosphatases. It is not a comprehensive review. Rather, it focuses on several less explored approaches or ideas that we have experiences on. It reviews some recent improvements on the Poisson-Boltzmann/Surface Area model for calculating binding affinity and discusses ways to perform calculations that are more tolerant to statistical and systematic errors. Several new ways to incorporate protein flexibility in molecular docking and estimating binding affinity are also discussed. Its discussions also go beyond binding affinity to considering drug-binding kinetics, not only on investigating protein-ligand interactions in isolation, but also on accounting for upstream and downstream influences that can occur in cells, through kinetic modeling of cell signaling. This review also describes a quick molecular simulation method for understanding drug-binding kinetics at the molecular level, with the hope of generating guiding principles for designing drugs with the desired kinetic properties. Sources of drug-binding selectivity that appear obvious but often overlooked are also discussed.

Download full-text PDF

Source
http://dx.doi.org/10.2174/1381612811319260006DOI Listing

Publication Analysis

Top Keywords

binding affinity
16
drug-binding kinetics
12
protein kinases
8
kinases phosphatases
8
drug design
4
design protein
4
phosphatases flexible-receptor
4
flexible-receptor docking
4
binding
4
docking binding
4

Similar Publications

It has been well accumulated that G-quadruplex (G4-DNA) has great anticancer relevance, and various heterocyclic moieties have been synthesized and examined as potent G4-DNA binders with promising anticancer activity. Here, we have synthesized a series of naphthalimide-triazole-coumarin conjugates by substituting various amines and further examine their anticancer activity against 60 human cancer cell lines at 10 μM. One and five dose concentration results reveal low values of MG-MID GI for compounds including (3.

View Article and Find Full Text PDF

A systematic series of QM cluster models has been developed to predict the trend in the carbonic anhydrase binding affinity of a structurally diverse dataset of ligands. Reference DLPNO-CCSD(T)/CBS binding energies were generated for a cluster model and used to evaluate the performance of contemporary density functional theory methods, including Grimme's "3c" DFT composite methods (rSCAN-3c and ωB97X-3c). It is demonstrated that when validated QM methods are used, the predictive power of the cluster models improves systematically with the size of the cluster models.

View Article and Find Full Text PDF

Nanobodies or variable antigen-binding domains (VH) derived from heavy chain-only antibodies (HcAb) occurring in the Camelidae family offer certain superior physicochemical characteristics like enhanced stability, solubility, and low immunogenicity compared to conventional antibodies. Their efficient antigen-binding capabilities make them a preferred choice for next-generation small biologics. In the present work, we design an anti-SARS-CoV-2 bi-paratopic nanobody drug conjugate by screening a nanobody database.

View Article and Find Full Text PDF

Alzheimer's disease (AD) is a degenerative neurological disorder defined by the formation of β-amyloid (Aβ) plaques and neurofibrillary tangles within the brain. Current pharmacological treatments for AD only provide symptomatic relief, and there is a lack of definitive disease-modifying therapies. Chemical chaperones, such as 4-Phenylbutyric acid (4PBA) and Tauroursodeoxycholic acid, have shown neuroprotective effects in animal and cell culture models.

View Article and Find Full Text PDF

Background: Glyphosate is an extensively employed herbicide in agriculture, specifically for sugarcane cultivation. The situation is different with the extensive physiological and genetic effects exerted by this herbicide on a range of plant species, including sugarcane, whose model basis is still poorly characterized, although its primary mode of action, which acts on the EPSPS enzyme in the shikimic acid pathway, is completely elucidated. The current study was aimed at investigating the stability of glyphosate formulation, molecular interactions of glyphosate formulation with rbcL enzyme associated with chlorophyll metabolism, and its effects on varieties of sugarcane.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!