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Also, considering that phenotype change or disease results from dysregulation of complex relationships between biological components [ 25, 26], a strict cutoff usage in single gene analysis can miss signal flow.
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One feature of the HH method that can be improved is the usage of cutoff value.
The value of PK/PD surrogate which is of great utility in CEQ clinical usage and the CEQ PK/PD cutoff providing fundamental data for CEQ breakpoint determination should be illuminated.
All of the changes made by the user in later steps are made within the context of the codon usage table and frequency cutoff chosen at the beginning of the design process.
When modifying a native mRNA the user still selects a codon usage table and codon frequency cutoff.
As this produced a large list, we reduced the list to report only alternate exon-exon junction tags with ≥ 5 tags in Additional file 4. For alternative 5' exon usage, we used a stringent cutoff, ≥ 5 tags.
The usage of 1SD for both cutoffs seems to be the best compromise between xenolog detection and avoidance of likely false positives (see Additional File 2).
The q-value method was used to control the FDR with a cutoff <0.0001 to determine the presence of alternative exon usage.
A mutagenized ppor sequence was created using the GeMS program [ 40], utilizing Arabiopsis thaliana codon usage as a template, and a codon cutoff frequency of 0.2.
We then used Mann-Whitney p-values and peak intensities as cutoffs to select a subset of features (peaks) for usage in machine learning experiments.
Therefore we (i) applied a feature filtration and selection step and (ii) employed Mann-Whitney p-values and peak intensities as cutoffs to select a subset of features (peaks) for usage in machine learning experiments.
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