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The design of combinatorial libraries with drug-like properties is a trade-off between efficient chemistry and therefore better numerical compound output on one side and increasingly difficult chemistry but better physicochemical properties on the other.
While the databases used were different, a published tracking of compound output from papers showed much less increase over 20 years than in figure 1 (PMID:24204758) although the target growth pattern was similar.
Similar(58)
The homology score of a given mapping can be defined in terms of the similarities of input compounds, output compounds and enzymes of R x and.
The homology score of is then defined as a convex combination of the scores attained from the scores calculated independently for the enzymes, input compounds and output compounds.
In this equation, the weighting factor (widehat{{y_{i,m} }}) is the predicted response for compound i, output by model m, among M models in the ensemble; (overline{{y_{i} }}) is the average prediction output by the ensemble model; (Y_{i}) is the experimental response; and (widehat{{Y_{i} }}) is the prediction output by the QSAR model.
While somewhat terse in their contrived meaning, all compound keys output by SAMQA are fully representative and uniquely identifiable.
To that end, the notion of pathway – defined unambiguously as the conversion between specified sets of input compounds (reactants) and output compounds (products) – can bring a useful decomposition of metabolism into basic biochemical functional units, in the spirit pioneered by SEED (Overbeek et al., 2005), KEGG Modules (Kanehisa et al., 2007), or MetaCyc (Caspi et al., 2006).
For predicting potential target proteins for a new compound, SMM outputs |L| class/target posterior probability values – one for each class.
Similar constructions can be carried out for the unions of input compounds, and the unions of output compounds.
There exists a directed edge if an output compound of r i is an input compound of r j.
The output compound C00166 (phenylpyruvate) of the reactions R01374 and R01582 is an input compound of the reactions R00694 and R01372.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com