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Herein, we describe a systematic density functional theory study on the probable mechanisms of this reaction and show that it proceeds through either a fully metathesis pathway (pathway 1) or through an alternate non-metathesis pathway (pathway 2).
In case of the ethylmalonyl-CoA pathway, pathway specific enzyme activities [15] were significantly lowered compared to methylotrophic cells, indicating a lower flux of carbon under this condition through that part of the ethylmalonyl-CoA pathway.
Another informative example is the starch and sucrose synthesis pathway (pathway 00500) under elevated CO2 conditions.
For each pathway, pathway images were saved as GIF files and loaded into GeneSpring.
We identified 54 up-regulated pathways comprising 90 differentially expressed genes, among them, the top three enriched pathways were rheumatoid arthritis (pathway ID: 05323), HIF-1 signaling pathway (pathway ID: 04066), and MAPK signaling pathway (pathway ID: 04010).
Many of the identified subnetworks connect metabolites from the same metabolic pathway (pathway annotation is shown in ESM Table 2).
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The impact factor of a pathway (pathway-level statistic) is defined as a sum of PFs of all genes in a pathway.
The features selected by the top performing pathway, pathway-pair, and SSVM model yielded classifiers exhibiting the same accuracy when tested against the withheld test data, correctly classifying 27 of 34 test samples (79.4%).
In summary, the pathway, pathway-pair, and SSVM feature selections were found to perform comparably on the withheld test data for the lung cancer, prostate cancer, and BCell lymphoma data sets.
We choose one large representative cancer pathway—"Pathways in cancer".
We also choose one large representative cancer pathway ("Pathways in cancer").
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