ParaDockS – an open source framework for molecular docking
نویسندگان
چکیده
The generation and evaluation of molecular complexes in order to predict binding modes of protein ligand complexes, is still a challenging task. Many different algorithms and approaches try to solve the molecular docking problem. Within this work we introduce the open source docking platform ParaDockS (Parallel Docking Suite) [1], that allows the convenient incorporation of existing and new approaches either to describe ligand-receptor interaction or to search for native poses. The goal of this work pursues the line of thought, that ParaDockS is open source. We want to initiate a highly dynamic community, so that both users and developers contribute with their knowledge and experience to take this very interesting field one step further. The framework, written in C++, is highly modular designed. This offers an easy access to developers to work only on their area of expertise. ParaDockS provides a functionality to analyze, process and store different kind of input structures. Another focus is set on the implementation of scoring functions. Beside implemented scoring functions PScore, PMF04 and Drugscore, ParaDockS offers the possibility to derive and apply target specific scoring functions. Therefore, we implemented a workflow to derive target class specific PMF atom-pair potentials. This involves the preparation of complex structures to get an adequate structural database. The definition of atom types and the derivation of pair potentials can completely be accomplished in the upcoming version of ParaDockS. The resulting atom pair potentials can be directly used as scoring function for docking or rescoring approaches. The whole workflow was applied and validated for kinases, but is applicable to every target class with enough structural data. One of the latest improvements involves an interface to the pharmacophor modeling program LigandScout [3]. This offers the big advantage to setup the docking with a great graphical interface, as well the created pharmacophores can be used to guide the docking process.
منابع مشابه
ParaDockS - an open-source framework for molecular docking: implementation of target-class-specific scoring methods
Accurate scoring of protein-ligand interactions in molecular docking and virtual screening is still challenging. Despite great efforts, the performance of existing scoring functions strongly depends on the target structure under investigation. Recent developments in the direction of target-class-specific scoring methods and machine-learningbased classification models reveals a significant impro...
متن کاملDevelopment of target-biased scoring functions for protein-ligand docking
Accurate scoring of protein-ligand interactions for docking, binding-affinity prediction and virtual screening campaigns is still challenging. Despite great efforts, the performance of existing scoring functions strongly depends on the target structure under investigation. Recent developments in the direction of target-classspecific scoring methods and machine-learning-based procedures reveal s...
متن کاملPARADOCKS – a framework for molecular docking
The prediction of possible binding geometries as well as ranking of putative protein-ligand complexes according their binding affinities is the intention of so called molecular docking approaches. To evaluate complexes against each other, scoring functions are required. In recent years knowledge-based scoring functions have been evolved. They exploit the vast amount of experimentally determined...
متن کاملParaDockS: A Framework for Molecular Docking with Population-Based Metaheuristics
Molecular docking is a simulation technique that aims to predict the binding pose between a ligand and a receptor. The resulting multidimensional continuous optimization problem is practically unsolvable in an exact way. One possible approach is the combination of an optimization algorithm and an objective function that describes the interaction. The software ParaDockS is designed to hold diffe...
متن کاملCADDSuite – a workflow-enabled suite of open-source tools for drug discovery
We present an open-source suite of tools for computeraided drug design, CADDSuite, built upon our molecular modeling framework BALL. CADDSuite provides a wide range of tools for structure preparation, docking, QSAR and related topics. IMGDock is a novel docking tool combining heuristic search strategies and a grid-based scoring function. We demonstrate that it yields results comparable other cu...
متن کامل