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Zoekopdracht: faculteit: "FNWI" en publicatiejaar: "2011"

AuteursD.M. Hendrickx, M.M.W.B. Hendriks, P.H.C. Eilers, A.K. Smilde, H.C.J. Hoefsloot
TitelReverse engineering of metabolic networks, a critical assessment
TijdschriftMolecular bioSystems
Jaargang7
Jaar2011
Nummer2
Pagina's511-520
ISSN1742206X
FaculteitFaculteit der Natuurwetenschappen, Wiskunde en Informatica
Instituut/afd.FNWI: Swammerdam Institute for Life Sciences (SILS)
SamenvattingInferring metabolic networks from metabolite concentration data is a central topic in systems biology. Mathematical techniques to extract information about the network from data have been proposed in the literature. This paper presents a critical assessment of the feasibility of reverse engineering of metabolic networks, illustrated with a selection of methods. Appropriate data are simulated to study the performance of four representative methods. An overview of sampling and measurement methods currently in use for generating time-resolved metabolomics data is given and contrasted with the needs of the discussed reverse engineering methods. The results of this assessment show that if full inference of a real-world metabolic network is the goal there is a large discrepancy between the requirements of reverse engineering of metabolic networks and contemporary measurement practice. Recommendations for improved time-resolved experimental designs are given.
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