Literature DB >> 22098204

Stereochemically consistent reaction mapping and identification of multiple reaction mechanisms through integer linear optimization.

Eric L First1, Chrysanthos E Gounaris, Christodoulos A Floudas.   

Abstract

Reaction mappings are of fundamental importance to researchers studying the mechanisms of chemical reactions and analyzing biochemical pathways. We have developed an automated method based on integer linear optimization, ILP, to identify optimal reaction mappings that minimize the number of bond changes. An alternate objective function is also proposed that minimizes the number of bond order changes. In contrast to previous approaches, our method produces mappings that respect stereochemistry. We also show how to locate multiple reaction mappings efficiently and determine which of those mappings correspond to distinct reaction mechanisms by automatically detecting molecular symmetries. We demonstrate our techniques through a number of computational studies on the GRI-Mech, KEGG LIGAND, and BioPath databases. The computational studies indicate that 99% of the 8078 reactions tested can be addressed within 1 CPU hour. The proposed framework has been incorporated into the Web tool DREAM ( http://selene.princeton.edu/dream/ ), which is freely available to the scientific community.

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Mesh:

Year:  2011        PMID: 22098204     DOI: 10.1021/ci200351b

Source DB:  PubMed          Journal:  J Chem Inf Model        ISSN: 1549-9596            Impact factor:   4.956


  12 in total

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2.  Comparative evaluation of open source software for mapping between metabolite identifiers in metabolic network reconstructions: application to Recon 2.

Authors:  Hulda S Haraldsdóttir; Ines Thiele; Ronan Mt Fleming
Journal:  J Cheminform       Date:  2014-01-27       Impact factor: 5.514

3.  Atom mapping with constraint programming.

Authors:  Martin Mann; Feras Nahar; Norah Schnorr; Rolf Backofen; Peter F Stadler; Christoph Flamm
Journal:  Algorithms Mol Biol       Date:  2014-11-29       Impact factor: 1.405

4.  Identification of Conserved Moieties in Metabolic Networks by Graph Theoretical Analysis of Atom Transition Networks.

Authors:  Hulda S Haraldsdóttir; Ronan M T Fleming
Journal:  PLoS Comput Biol       Date:  2016-11-21       Impact factor: 4.475

5.  Comparative evaluation of atom mapping algorithms for balanced metabolic reactions: application to Recon 3D.

Authors:  German A Preciat Gonzalez; Lemmer R P El Assal; Alberto Noronha; Ines Thiele; Hulda S Haraldsdóttir; Ronan M T Fleming
Journal:  J Cheminform       Date:  2017-06-14       Impact factor: 5.514

6.  Efficient prediction of reaction paths through molecular graph and reaction network analysis.

Authors:  Yeonjoon Kim; Jin Woo Kim; Zeehyo Kim; Woo Youn Kim
Journal:  Chem Sci       Date:  2017-12-12       Impact factor: 9.825

7.  Automated reaction database and reaction network analysis: extraction of reaction templates using cheminformatics.

Authors:  Pieter P Plehiers; Guy B Marin; Christian V Stevens; Kevin M Van Geem
Journal:  J Cheminform       Date:  2018-03-09       Impact factor: 5.514

8.  Automatic mapping of atoms across both simple and complex chemical reactions.

Authors:  Wojciech Jaworski; Sara Szymkuć; Barbara Mikulak-Klucznik; Krzysztof Piecuch; Tomasz Klucznik; Michał Kaźmierowski; Jan Rydzewski; Anna Gambin; Bartosz A Grzybowski
Journal:  Nat Commun       Date:  2019-03-29       Impact factor: 14.919

9.  Extraction of organic chemistry grammar from unsupervised learning of chemical reactions.

Authors:  Philippe Schwaller; Benjamin Hoover; Jean-Louis Reymond; Hendrik Strobelt; Teodoro Laino
Journal:  Sci Adv       Date:  2021-04-07       Impact factor: 14.136

10.  Recon3D enables a three-dimensional view of gene variation in human metabolism.

Authors:  Elizabeth Brunk; Swagatika Sahoo; Daniel C Zielinski; Ali Altunkaya; Andreas Dräger; Nathan Mih; Francesco Gatto; Avlant Nilsson; German Andres Preciat Gonzalez; Maike Kathrin Aurich; Andreas Prlić; Anand Sastry; Anna D Danielsdottir; Almut Heinken; Alberto Noronha; Peter W Rose; Stephen K Burley; Ronan M T Fleming; Jens Nielsen; Ines Thiele; Bernhard O Palsson
Journal:  Nat Biotechnol       Date:  2018-02-19       Impact factor: 54.908

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