Finding relevant biotransformation routes in weighted metabolic networks using atom mapping rules
Zusammenfassung
Computational analysis of pathways in metabolic networks has numerous applications in systems biology. While graph theory-based approaches have been pre- sented that find biotransformation routes from one metabolite to another in these net- works, most of these approaches suffer from finding too many routes, most of which are biologically infeasible or meaningless. We present a novel approach for finding relevant routes based on atom mapping rules (describing which educt atoms are mapped onto which product atoms in a chemical reaction). This leads to a reformulation of the problem as a lightest path search in a degree-weighted metabolic network. A key component of the approach is a new method of computing optimal atom mapping rules.
- Vollständige Referenz
- BibTeX
Blum, T. & Kohlbacher, O.,
(2007).
Finding relevant biotransformation routes in weighted metabolic networks using atom mapping rules.
In:
Falter, C., Schliep, A., Selbig, J., Vingron, M. & Walther, D.
(Hrsg.),
German conference on bioinformatics – GCB 2007.
Bonn:
Gesellschaft für Informatik e. V..
(S. 30-44).
@inproceedings{mci/Blum2007,
author = {Blum, Torsten AND Kohlbacher, Oliver},
title = {Finding relevant biotransformation routes in weighted metabolic networks using atom mapping rules},
booktitle = {German conference on bioinformatics – GCB 2007},
year = {2007},
editor = {Falter, Claudia AND Schliep, Alexander AND Selbig, Joachim AND Vingron, Martin AND Walther, Dirk} ,
pages = { 30-44 },
publisher = {Gesellschaft für Informatik e. V.},
address = {Bonn}
}
author = {Blum, Torsten AND Kohlbacher, Oliver},
title = {Finding relevant biotransformation routes in weighted metabolic networks using atom mapping rules},
booktitle = {German conference on bioinformatics – GCB 2007},
year = {2007},
editor = {Falter, Claudia AND Schliep, Alexander AND Selbig, Joachim AND Vingron, Martin AND Walther, Dirk} ,
pages = { 30-44 },
publisher = {Gesellschaft für Informatik e. V.},
address = {Bonn}
}
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Mehr Information
ISBN: 978-3-88579-209-3
ISSN: 1617-5468
Datum: 2007
Sprache:
(en)
(en)
Typ: Text/Conference Paper

