Gene expression model (in)validation by Fourier analysis |
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Authors: | Tomasz Konopka Marianne Rooman |
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Institution: | 1.BioSystems, BioModeling and BioProcesses Group, Université Libre de Bruxelles,Brussels,Belgium |
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Abstract: | Background The determination of the right model structure describing a gene regulation network and the identification of its parameters
are major goals in systems biology. The task is often hampered by the lack of relevant experimental data with sufficiently
low noise level, but the subset of genes whose concentration levels exhibit an oscillatory behavior in time can readily be
analyzed on the basis of their Fourier spectrum, known to turn complex signals into few relatively noise-free parameters.
Such genes therefore offer opportunities of understanding gene regulation quantitatively. |
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