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Quantitative comparison of competing PDE models for Pomlp dynamics in fission yeast.
In: (Foundations of Systems Biology in Engineering - FOSBE 2016, 9—12 October 2016, Magdeburg). Frankfurt ; München [u.a.]: Elsevier, 2016. 264-269 (IFAC PapersOnline ; 49-26)
Gradient formation of Poml is a key regulator of cell cycle and cell growth in fission yeast (Schizosaccharomyces pombe). A variety of models to explain Poml gradient formation have been proposed, a quantitative analysis and comparison of these models is, however, still missing. In this work we present four models from the literature and perform a quantitative comparison using published single-cell images of the gradient formation process. For the comparison of these partial differential equation (PDE) models we use state-of-the-art techniques for parameter estimation together with model selection. The model selection supports the hypothesis that buffering of the gradient is achieved via clustering. The selected model does, however, not ensure mass conservation, which might be considered as problematic.
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Publikationstyp Artikel: Sammelbandbeitrag/Konferenzbeitrag
Schlagwörter systems biology; partial differential equation; parameter estimation; gradient formation; Pom1 signaling
ISSN (print) / ISBN 2405-8963
e-ISSN 1474-6670
Konferenztitel Foundations of Systems Biology in Engineering - FOSBE 2016
Konferzenzdatum 9—12 October 2016
Konferenzort Magdeburg
Zeitschrift IFAC-PapersOnLine
Quellenangaben Band: 49-26, Heft: , Seiten: 264-269 Artikelnummer: , Supplement: ,
Verlag Elsevier
Verlagsort Frankfurt ; München [u.a.]
Begutachtungsstatus peer-reviewed