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ROC curve analysis was only performed if there were five or more cross-reactive compounds for a given assay.
This set was used to investigate the distribution of the 3-D similarity scores between the NN pairs for a given assay.
Well designed statistical approaches that quickly identify optimal conditions for a given assay could assist efficient completion of the laboratory assays for such studies.
where "single" and "multi" indicate the type of conformer models (i.e., the single-conformer or multiple-conformer approach), and n single and n multi are the number of the compound pairs used in the single- and multiple-conformer approaches, respectively, for a given assay.
Note that the per-AID NN-pair CT score average for a given assay are found as much as 14 standard deviation units away from the corresponding average for the random compound pairs, reflecting that the average and standard deviation of the CT scores for the random compound pair are less than those of the ST or ComboT scores.
Note that n single and n multi are not necessarily the same as each other for a given assay, because the similarity score distributions for the all-conformer-pair approach considers as up to 100 times many conformer pairs as the single-conformer approach.
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The pre-SMA has been associated with cognitive control in tasks that require the learning of motor sequences, the shifting of attention towards a selected target and the expectation of the outcome of a given assay (for a recent review, see [66]).
MFI values on these cells for various markers were compared as paired samples in a given assay for statistical analysis.
This link provides the BioSystems identifiers (BSID) [35] for the biological pathways associated with a given assay in PubChem.
To enable the extraction of information from existing chemical screen data, we have developed a suite of machine-based learning tools that statistically rank each compound for any given assay in a user-defined database.
First, we regularly included a pooled seal serum sample as a reference, and results were accepted for any given assay only when reference results were ± 20% of expected values.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com