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(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.
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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.
This ensures that the comparison we are making accounts for differences between the pathway in S. cerevisiae and that in the other organism and vice-versa.
The effect of the noise on the data may also be observed on the differences between the pathway significance thresholds set through permutations, where the distance 0 analysis sets on average a pathway significance threshold of ∼0.02 0.03, and the distance 20 kb, ∼0.008 0.02.
As noted previously, the major structural difference between the O2 pathway in Tt ba3 and the bovine, Rs, and Pd aa3 oxidases is the narrowing of the ligand channel in the aa3 oxidases caused by conserved tryptophan and phenylalanine residues; in Tt ba3, these residues are replaced with tyrosine (Y133) and threonine (T231), respectively.
The difference between the two pathways is that agmatine is formed through decarboxylation reaction whereas, in the former pathway, after ornithine formation decarboxylation reaction takes place.
The major difference between the two pathways is the timing of the addition of the central cobalt atom (early in the anaerobic pathway and later in the aerobic pathway).
The most obvious difference between the three pathways concern the place where breaks first occur and what kind of products are initially formed.
Supplementary Table S2 summarizes the similarities and differences between the IIS and TOR pathway molecules across the three different species.
He ran through a list of troubling statistics to underscore the minority achievement gap that poses "the difference between a pathway that leads to the White House and one that leads to the jailhouse".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com