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This is because our prediction does not take into account the influence of this SNP, for example, on the DNA sites binding to other transcription factors [ 23, 77], which can be studied in a different project, for example, using other Web services [ 25– 27].
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Our predictions do have some limitations and caveats.
Nv22035 was excluded from this analysis because the sequence prediction does not include the complete C-terminal region (Fig. 1A).
Because in this case, the model prediction does not necessarily have to coincide with the data point z.
Although DNMT1 and DMNT3B are also important in cancer development, we did not test the effects of miR-143 on DMNT1 and DMNT3B, because our in silico predictions did not highlight DNMT1 or DMNT3B as the potential binding target of miR-143.
The scatter plot of predicted versus actual phenotypes is shown in Additional file 4. The results for explained variance and for prediction do not necessarily coincide, because prediction is also affected by the accuracy of the parameter estimates.
In addition, case days and referent days that relied on data for 31 December 2006 were excluded because CMAQ predictions did not include output for 31 December due to the conversion from Greenwich Mean Time to local Eastern Time (U.S. EPA 2012b).
Because our proposal does not depend on the KF output during GPS blockage, the KF remains working in the background in the prediction configuration without any GPS updates.
At the same time, actuarial models have been criticized, for instance because purely actuarial predictions do not sufficiently take into account individual differences that can be crucial for an accurate prediction [ 27, 28].
We decided to exclude plasmids from our analysis because gene prediction methods do not work well on very small sequences, and plasmids typically represent only a small percentage of a genome.
Because our data sets did not include sufficient numbers of test compounds for derivation of training and validation nor did they include test data sets to appropriately perform a prediction, we utilized a phenotypic anchoring approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com