Literature DB >> 21245051

Automated bond order assignment as an optimization problem.

Anna Katharina Dehof1, Alexander Rurainski, Quang Bao Anh Bui, Sebastian Böcker, Hans-Peter Lenhof, Andreas Hildebrandt.   

Abstract

MOTIVATION: Numerous applications in Computational Biology process molecular structures and hence strongly rely not only on correct atomic coordinates but also on correct bond order information. For proteins and nucleic acids, bond orders can be easily deduced but this does not hold for other types of molecules like ligands. For ligands, bond order information is not always provided in molecular databases and thus a variety of approaches tackling this problem have been developed. In this work, we extend an ansatz proposed by Wang et al. that assigns connectivity-based penalty scores and tries to heuristically approximate its optimum. In this work, we present three efficient and exact solvers for the problem replacing the heuristic approximation scheme of the original approach: an A*, an ILP and an fixed-parameter approach (FPT) approach.
RESULTS: We implemented and evaluated the original implementation, our A*, ILP and FPT formulation on the MMFF94 validation suite and the KEGG Drug database. We show the benefit of computing exact solutions of the penalty minimization problem and the additional gain when computing all optimal (or even suboptimal) solutions. We close with a detailed comparison of our methods. AVAILABILITY: The A* and ILP solution are integrated into the open-source C++ LGPL library BALL and the molecular visualization and modelling tool BALLView and can be downloaded from our homepage www.ball-project.org. The FPT implementation can be downloaded from http://bio.informatik.uni-jena.de/software/.

Mesh:

Substances:

Year:  2011        PMID: 21245051     DOI: 10.1093/bioinformatics/btq718

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  4 in total

1.  BALL--biochemical algorithms library 1.3.

Authors:  Andreas Hildebrandt; Anna Katharina Dehof; Alexander Rurainski; Andreas Bertsch; Marcel Schumann; Nora C Toussaint; Andreas Moll; Daniel Stöckel; Stefan Nickels; Sabine C Mueller; Hans-Peter Lenhof; Oliver Kohlbacher
Journal:  BMC Bioinformatics       Date:  2010-10-25       Impact factor: 3.169

2.  Charge group partitioning in biomolecular simulation.

Authors:  Stefan Canzar; Mohammed El-Kebir; René Pool; Khaled Elbassioni; Alan E Mark; Daan P Geerke; Leen Stougie; Gunnar W Klau
Journal:  J Comput Biol       Date:  2013-03       Impact factor: 1.479

3.  Automated simultaneous assignment of bond orders and formal charges.

Authors:  Ivan D Welsh; Jane R Allison
Journal:  J Cheminform       Date:  2019-03-06       Impact factor: 5.514

4.  A rule-based algorithm for automatic bond type perception.

Authors:  Qian Zhang; Wei Zhang; Youyong Li; Junmei Wang; Liling Zhang; Tingjun Hou
Journal:  J Cheminform       Date:  2012-10-31       Impact factor: 5.514

  4 in total

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