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Large inconsistencies in characterisation data, toxicological measurements and exposure scenarios make it difficult to map and compare the risk associated with NMs based on physicochemical data, concentration and exposure route.
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Z-scales are based on physicochemical properties of the AAs including NMR data and thin-layer chromatography (TLC) data.
Finally, it will be interesting to combine the MCS-based similarity measure and the hybrid vectorization method with similarity measures based on physicochemical property descriptors.
Our approach integrates sources of evidence including allele frequency, amino acid conservation, predictors based on physicochemical properties, and gene- and domain-specific effects, with odds ratios associated with each source of evidence estimated from training data specific to each syndrome.
Can we control assembly and disassembly using modulators based on physicochemical principles?
based on physicochemical and 3D similarity studies.
Briefly, the structure-based druggability assessment identifies all cavities on a given three-dimensional structure and assesses their likely druggability based on physicochemical parameters that are independent of the homology of the protein to known drug targets.
Results show that our kinase scoring function, based on physicochemical descriptors, successfully generates kinase-focused libraries.
Overall the models based on physicochemical descriptors corresponded better to the set confidence level which is of importance in conformal prediction in relation to what can be expected from predictions on new data [12].
In these plots, diversity based on physicochemical properties is represented by the intra-set Euclidean distance of the six physicochemical properties i.e., values in Table 4.
Surprisingly, all descriptor sets based on physicochemical properties are grouped and score negative on the first principal component.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com