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They are inevitably ideologically charged, since they place a norm/value as a long-term goal and consider pathways to connect this ideal point in the future with the current state of affairs.
In our adaptation, we consider pathways in the form of linear chains.
Before we can consider pathways of code evolution, we need to consider the starting point.
Instead, the programme, GO-Elite, was used to identify pathways with a high number of differentially expressed genes and GENMAPP was used to specifically consider pathways that are known to be involved in normal osteoblast differentiation.
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During conversion, we first consider pathway level reactions.
Because our hypothesis is about interactions, we only consider pathway vectors of positive examples.
Notably, ORA as well as FCS in their basic implementations do not consider pathway topologies but only sets of genes.
Previously, pathway analysis methods had been developed based on algorithms considering pathways as simple gene lists and ignoring pathway structure.
These distinctions should be taken into account when considering pathways of disease pathogenesis, especially immune-mediated pathways.
The characterization of metabolism of hepatocytes is inseparable from the detection of the real compartmentation of considered pathways.
Our study points to the importance of considering pathways more than single gene alteration in toxicological assessment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com