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Moreover, the algorithm builds linear models under all samples (global similarity) if the optimal subspace is defined by the complete set of gene expression samples.
Furthermore, this technique constructs linear models under all samples (global similarity) if the optimal partition is defined by the complete set of gene expression samples.
The definition of core reaction in this study includes 1) a feature of significant flux variations accompanied by specific perturbation and 2) being almost always active under all samples of either control or perturbation condition [ 15].
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Clustering of the keratinocyte cultures clearly separates the Th1-stimulated cells (all samples under node A in Figure 2, referred to as cluster A) from the non-stimulated and Th2-stimulated cells, irrespective of their donor origin (all samples under node B, referred to as cluster B).
All samples fall under no problem category according to the recommended water classification for SAR (Bouwer 1978).
While histone H4 monomethylarginine 3 was equally enriched in the A549 and Xenopus samples, H4 symmetric dimethylarginine 3 was poorly enriched in the H3K9me3 immunoprecipitations. Furthermore, histone H2A R3 methylations were substantially under-enriched in all samples.
Two additional sublineages of Ty3/gypsy that were investigated were transcriptionally inactive under control conditions in all samples and uninducible under S and SW stress conditions in samples of H. annuus, H. petiolaris, and their interspecific F1 and backcross hybrids.
The principle underlying the SRC algorithm is that testing samples can be represented as linear combination of training samples if the testing and training samples belong to the same category so that the representation coefficient of a testing sample under all training samples might supply sufficient information to determine the category of the testing samples.
The strong relationship observed between Na+ and Cl− (r = 0.94) could be attributed to halite dissolution as all samples were under-saturated with respect to halite.
Further experiments on photocatalysis reveal the critical role of thermal treatment in terms of boosting photocatalytic hydrogen production almost 3-fold for all samples under full range irradiation (≥250 nm).
These observations revealed the substantial homogeneity of all samples under investigation, including all the glassworking wastes.
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