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10.1186/s12859-017-1733-6

http://scihub22266oqcxt.onion/10.1186/s12859-017-1733-6
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suck abstract from ncbi


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pmid28693470
      BMC+Bioinformatics 2017 ; 18 (1 ): 327
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  • Using the multi-objective optimization replica exchange Monte Carlo enhanced sampling method for protein-small molecule docking #MMPMID28693470
  • Wang H ; Liu H ; Cai L ; Wang C ; Lv Q
  • BMC Bioinformatics 2017[Jul]; 18 (1 ): 327 PMID28693470 show ga
  • BACKGROUND: In this study, we extended the replica exchange Monte Carlo (REMC) sampling method to protein-small molecule docking conformational prediction using RosettaLigand. In contrast to the traditional Monte Carlo (MC) and REMC sampling methods, these methods use multi-objective optimization Pareto front information to facilitate the selection of replicas for exchange. RESULTS: The Pareto front information generated to select lower energy conformations as representative conformation structure replicas can facilitate the convergence of the available conformational space, including available near-native structures. Furthermore, our approach directly provides min-min scenario Pareto optimal solutions, as well as a hybrid of the min-min and max-min scenario Pareto optimal solutions with lower energy conformations for use as structure templates in the REMC sampling method. These methods were validated based on a thorough analysis of a benchmark data set containing 16 benchmark test cases. An in-depth comparison between MC, REMC, multi-objective optimization-REMC (MO-REMC), and hybrid MO-REMC (HMO-REMC) sampling methods was performed to illustrate the differences between the four conformational search strategies. CONCLUSIONS: Our findings demonstrate that the MO-REMC and HMO-REMC conformational sampling methods are powerful approaches for obtaining protein-small molecule docking conformational predictions based on the binding energy of complexes in RosettaLigand.
  • |*Algorithms [MESH]
  • |*Monte Carlo Method [MESH]
  • |Ligands [MESH]
  • |Molecular Docking Simulation [MESH]
  • |Protein Binding [MESH]
  • |Proteins/chemistry/*metabolism [MESH]


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