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The timecourse data were then zero-transformed (the value for each element at day 0 for a given time course was subtracted from the rest of the values for that element within that time course).
Therefore, we used leaf squares from a single leaf for a given time course experiment.
Galm et al. [ 12] had demonstrated the application of ERMA technique for the quantitative analysis of methylaiton density, in which KG1a cells were treated in vitro with the increasing 5'aza-2'-deoxycytidine (DAC) dose within a given time course.
Following an additional two-hour serum deprivation with serum-free medium (SFM), cells were exposed to IGF-1 at a given dose and for a given time course, which was directly followed by cell lysis.
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The Fourier score for any given time course signal x i at a given frequency f was defined as: where ω = 2 πf.
Recent research has shown that parameter inference for stochastic models is feasible given time course observations of the system, even if only a partial set of molecular species are observed [ 32, 33].
Given time course data D consisting of noisy measurements of X, we carry out inference and prediction within a Bayesian framework.
For instance, rates of increasing and/or decreasing to which DE solutions have to match can be guessed in advance by observing steepness of relevant local patterns of given time course data.
Some 60-100% of patients report abdominal pain at a given time during the course of their disease, with pain duration varying from intermittent to persistent and pain intensity ranging from mild to disabling [ 2].
A general framework for parameter estimation is to estimate the parameters in the mathematical model of the biochemical network, given time-course experimental data [12].
Given time-course data, it could be possible to explore this linkage using a more complicated modeling form or some other method of analysis such as semicyclic Bayesian networks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com