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In this case, the corresponding gene is declared essential in silico for the cancer type only if biomass production is ablated using exchange flux profiles from at least 70% of its corresponding cancer cell lines.
The proposed nonparametric strategy is a variant of the method of Dynamic Flux Estimation (DFE), which permits the estimation of numerical flux profiles from metabolic time series data.
Power and flux profiles from neutron transport calculations are then used to refine the ADOPT solution until a converged solution, considering thermal hydraulics, structural mechanics and neutronics is achieved.
Finally, a procedure for determining radial solids flux profiles from radial voidage profiles using an additional correlation [M.J. Rhodes, X.S. Wang, H. Cheng, T. Hirama, B.M. Gibbs, Similar profiles of solids flux in circulating fluidized-bed risers, Chemical Engineering Science 47 (1992) 1635 1643] was investigated.
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To analyze cellular metabolic flux profiles for specific conditions in situ and various schemes of metabolic reactions we used the software tool "Isodyn" (from "isotopomer dynamics") [ 11, 12].
In general, flux profiles derived from in vitro (Bozdech and Le Roch data set) and in vivo gene expression samples (Daily data set) are fairly similar in terms of exchanged metabolites between host and parasite, especially those corresponding to the active growth like cluster (cluster 2).
Counting for each metabolic reaction and transport process in how many stage-specific flux distributions it is predicted to be active when using the improved algorithm (see Additional file 13), reveals that nearly 350 reactions carry a non-zero flux in all 96 flux profiles that are derived from gene expression samples extracted during the IDC.
A mechanism heat transfer model based on the membrane water-wall configuration is proposed and validated with the heat flux profile obtained from the measurement.
However, a deeper understanding of the physiological state of cells can be obtained from metabolic flux profiles [ 5] and, therefore, the measurement of metabolic fluxes and the understanding of their control within metabolic systems are at the core of ME.
Based on this Markov condition, the multivariate joint probability distribution of the graphical model can be expressed as follows: One of the goals of this study is to infer such BNs from metabolic flux profiles.
However, even though the substrate concentrations are readily available from the data, the flux profiles are unknown.
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