Combining Graph Transformations and Semigroups for Isotopic Labeling Design
Andersen JL, Merkle D, Rasmussen PS (2020)
Journal of Computational Biology 27(2): 269-287.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
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Autor*in
Andersen, Jakob L.;
Merkle, DanielUniBi ;
Rasmussen, Peter S.
Abstract / Bemerkung
The double pushout approach for graph transformation naturally allows an abstraction level of biochemical systems in which individual atoms of molecules can be traced automatically within chemical reaction networks. Aiming at a mathematical rigorous approach for isotope labeling design, we convert chemical reaction networks (represented as directed hypergraphs) into transformation semigroups. Symmetries within molecules correspond to permutations, whereas (not necessarily invertible) chemical reactions define the transformations of the semigroup. An approach for the automatic inference of informative labeling of atoms is presented, which allows to distinguish the activity of different pathway alternatives within reaction networks. To illustrate our approaches, we apply them to the reaction network of glycolysis, which is an important and well-understood process that allows for different alternatives to convert glucose into pyruvate.
Erscheinungsjahr
2020
Zeitschriftentitel
Journal of Computational Biology
Band
27
Ausgabe
2
Seite(n)
269-287
eISSN
1557-8666
Page URI
https://pub.uni-bielefeld.de/record/2987397
Zitieren
Andersen JL, Merkle D, Rasmussen PS. Combining Graph Transformations and Semigroups for Isotopic Labeling Design. Journal of Computational Biology. 2020;27(2):269-287.
Andersen, J. L., Merkle, D., & Rasmussen, P. S. (2020). Combining Graph Transformations and Semigroups for Isotopic Labeling Design. Journal of Computational Biology, 27(2), 269-287. https://doi.org/10.1089/cmb.2019.0291
Andersen, Jakob L., Merkle, Daniel, and Rasmussen, Peter S. 2020. “Combining Graph Transformations and Semigroups for Isotopic Labeling Design”. Journal of Computational Biology 27 (2): 269-287.
Andersen, J. L., Merkle, D., and Rasmussen, P. S. (2020). Combining Graph Transformations and Semigroups for Isotopic Labeling Design. Journal of Computational Biology 27, 269-287.
Andersen, J.L., Merkle, D., & Rasmussen, P.S., 2020. Combining Graph Transformations and Semigroups for Isotopic Labeling Design. Journal of Computational Biology, 27(2), p 269-287.
J.L. Andersen, D. Merkle, and P.S. Rasmussen, “Combining Graph Transformations and Semigroups for Isotopic Labeling Design”, Journal of Computational Biology, vol. 27, 2020, pp. 269-287.
Andersen, J.L., Merkle, D., Rasmussen, P.S.: Combining Graph Transformations and Semigroups for Isotopic Labeling Design. Journal of Computational Biology. 27, 269-287 (2020).
Andersen, Jakob L., Merkle, Daniel, and Rasmussen, Peter S. “Combining Graph Transformations and Semigroups for Isotopic Labeling Design”. Journal of Computational Biology 27.2 (2020): 269-287.