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Atomic physicochemical parameters for three-dimensional-structure-directed quantitative structure-activity
Summary
This study reports atomic molar refractivity values for 110 atom types, crucial for quantitative structure-activity relationships. These parameters accurately predict molecular molar refractivity, aiding in understanding intermolecular interactions.
Area of Science:
- Computational Chemistry
- Medicinal Chemistry
- Structure-Property Relationships
Background:
- Atomic physicochemical properties are essential for 3D-structure-directed quantitative structure-activity relationships (QSAR).
- Previous work demonstrated the development of atomic parameters to evaluate molecular hydrophobicity (water-1-octanol partition coefficient).
Purpose of the Study:
- To report atomic values for molar refractivity.
- To develop and validate atomic parameters for molar refractivity prediction.
- To analyze the relationship between molar refractivity and hydrophobicity parameters.
Main Methods:
- A constrained least-squares technique was employed to evaluate 93 atomic values from 504 molecules.
- The developed atomic parameters were used to predict molar refractivities for 78 compounds.
- Linear relationship between atomic water-1-octanol partition coefficients and molar refractivities was assessed using correlation coefficients.
Main Results:
- The evaluated atomic molar refractivity values yielded a standard deviation of 1.269 and a correlation coefficient of 0.994.
- Predictions of molar refractivities for 78 compounds showed a standard deviation of 1.614 and a correlation coefficient of 0.994.
- A low correlation coefficient (0.322) was found between atomic water-1-octanol partition coefficients and molar refractivities for 89 atom types.
Conclusions:
- The developed atomic molar refractivity parameters are reliable for predicting molecular molar refractivity.
- The low correlation between molar refractivity and hydrophobicity suggests their complementary roles in modeling intermolecular interactions.
- Further analysis of the origin and interaction modeling capabilities of these physicochemical properties is warranted.