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The definition of chemical uniqueness in UniChem was an important early stage design decision.
This loss of mapping precision is undoubtedly a drawback of adopting the Standard InChI as the key for defining chemical uniqueness in this situation.
The early design decision to adopt the Standard InChI as a normalizing key was based on the belief that this standard has become the preferred structural format for defining chemical uniqueness in the context of biological activity.
For the chemical uniqueness experiments, three mixtures of odorants (1∶10 dilutions, 1∶1∶1 ratio) were created, with one of the odorants having a different functional group than the other two: β-pinene/1-butanol/1-hexanol; benzaldehyde/2-hexanone/6-methyl-5-hepten-2-one; ethylacetate/benzylalcohol/2-phenylethanol (Table 6).
Other reasons for failure of the model to accurately predict could include certain physical properties (e.g., volatility) and chemical uniqueness, that is, when a "structural outlier" is the only representative of a certain mechanism of toxicity.
The GFP system could serve as a prototype for these types of advanced calculations whose predictions may be compared against the rich variety of specific experimental observables that can be obtained because of the spectral and chemical uniqueness of the chromophore.
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To assess the directionality of chemical-gene interactions, the uniqueness of chemical-gene and gene-chemical interactions were assessed.
Generally, people working on such projects have to find answers to the same questions, namely, which technology to use, what type of data need to be stored, how to manage physical samples of molecules, how to define the uniqueness of chemical structures, and how to make sure that the chemical structures entered by the chemists are drawn correctly.
This level of detail ensures the uniqueness of chemical records.
The biclusters which contained only one chemical could represent the uniqueness in gene expression for the agent and the biclusters which contained all eight chemicals could provide some clues to the common responses to the exposures across the agents.
Marine ecosystem forms an important source of unique compounds with high structural uniqueness and incomparable chemical properties.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com