Computational methods to identify metabolic sub-networks based on metabolomic profiles

C Frainay, F Jourdan - Briefings in bioinformatics, 2017 - academic.oup.com
Untargeted metabolomics makes it possible to identify compounds that undergo significant
changes in concentration in different experimental conditions. The resulting metabolomic …

Prediction of metabolic pathways from genome-scale metabolic networks

K Faust, D Croes, J Van Helden - Biosystems, 2011 - Elsevier
The analysis of a variety of data sets (transcriptome arrays, phylogenetic profiles, etc.) yields
groups of functionally related genes. In order to determine their biological function …

[HTML][HTML] Enumerating metabolic pathways for the production of heterologous target chemicals in chassis organisms

P Carbonell, D Fichera, SB Pandit, JL Faulon - BMC systems biology, 2012 - Springer
Background We consider the possibility of engineering metabolic pathways in a chassis
organism in order to synthesize novel target compounds that are heterologous to the …

[HTML][HTML] DuctApe: a suite for the analysis and correlation of genomic and OmniLog™ phenotype microarray data

M Galardini, A Mengoni, EG Biondi, R Semeraro… - Genomics, 2014 - Elsevier
Addressing the functionality of genomes is one of the most important and challenging tasks
of today's biology. In particular the ability to link genotypes to corresponding phenotypes is …

[HTML][HTML] Inferring branching pathways in genome-scale metabolic networks

E Pitkänen, P Jouhten, J Rousu - BMC systems biology, 2009 - Springer
Background A central problem in computational metabolic modelling is how to find
biochemically plausible pathways between metabolites in a metabolic network. Two …

[HTML][HTML] In silico methods for linking genes and secondary metabolites: the way forward

S Khater, S Anand, D Mohanty - Synthetic and systems biotechnology, 2016 - Elsevier
In silico methods for linking genomic space to chemical space have played a crucial role in
genomics driven discovery of new natural products as well as biosynthesis of altered natural …

[HTML][HTML] The integrated analysis of metabolic and protein interaction networks reveals novel molecular organizing principles

P Durek, D Walther - BMC systems biology, 2008 - Springer
Background The study of biological interaction networks is a central theme of systems
biology. Here, we investigate the relationships between two distinct types of interaction …

Metabolic pathfinding using RPAIR annotation

K Faust, D Croes, J Van Helden - Journal of molecular biology, 2009 - Elsevier
Metabolic databases contain information about thousands of small molecules and reactions,
which can be represented as networks. In the context of metabolic reconstruction, pathways …

MetaboRank: network-based recommendation system to interpret and enrich metabolomics results

C Frainay, S Aros, M Chazalviel, T Garcia… - …, 2019 - academic.oup.com
Motivation Metabolomics has shown great potential to improve the understanding of
complex diseases, potentially leading to therapeutic target identification. However, no single …

ECOH: an enzyme commission number predictor using mutual information and a support vector machine

Y Matsuta, M Ito, Y Tohsato - Bioinformatics, 2013 - academic.oup.com
Motivation: The enzyme nomenclature system, commonly known as the enzyme commission
(EC) number, plays a key role in classifying and predicting enzymatic reactions. However …