(10) Multitask pathway-based learning: This refers to our technique, which minimizes the sum of logistic loss over the two tasks with an regularization penalizing the difference between the pathway summaries.
Supplementary Table S2 summarizes the similarities and differences between the IIS and TOR pathway molecules across the three different species.
The difference between the pathways lies only in the amount of energy generated.
There was a clear difference between the pathways enriched among genes differentially expressed in oestrus 3 h post-inoculation in comparison to genes differentially expressed in dioestrus at the same time point.
Although the value for melanogenesis seems to be elevated in comparison to pteridine synthesis and glycolysis, all differences between the three pathways (glycolysis, melanogenesis and pteridine pathway) are statistically not significant (χ-test, p > 0,05).
While humans and animals have common metabolic pathways for benzene, there are differences between the preferred pathways, such that different amounts of metabolites, some potentially more toxic than others are formed.
By identifying enriched pathways using two lists, including one focusing on epigenetically altered genes and another on transcriptionally regulated genes, the similarities as well as the differences between the affected pathways via two different mechanisms can be compared.
Differences between the two pathways include the occurrence of MSUD during prophase in meiosis I and the proteins involved in the pathways.
A detailed interpretation of the major differences between the mechanistic pathways of both fuel components is given.
