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QSAR studies on substituted 3- or 4-phenyl-1,8-naphthyridine derivatives as antimicrobial agents
Ponnurengan Malliappan Sivakumar, Geetha Iyer,
Published in
2012
Volume: 21
   
Issue: 6
Pages: 788 - 795
Abstract
Quantitative Structure Activity Relationship correlating the antitubercular and antibacterial (Staphylococcus aureus and Escherichia coli) activities with the structural descriptors of reported naphthyridine derivatives was developed. The data were divided into training and test sets. The former was used to develop the regression model and the latter was used to examine the predictive capability of these models. The statistical measures such as squared correlation coefficient (r 2 = 0.79-0.84), adjusted squared correlation coefficient (r 2 adj = 0.78-0.83) F-ratio (26.85-67.16), and cross-validation (q 2 = 0.74-0.79) were found to be satisfactory for all activities and the predictions were within the 99% confidence level. The models contained atom type, thermodynamic, structural, and electrotopological descriptors which emphasized the importance of the size, shape, and the lipophilicity of the molecule. © Springer Science+Business Media, LLC 2011.
About the journal
JournalMedicinal Chemistry Research
ISSN10542523
Open AccessNo
Concepts (12)
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    3 PHENYL 1,8 NAPHTHYRIDINE DERIVATIVE
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    4 PHENYL 1,8 NAPHTHYRIDINE DERIVATIVE
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    Antiinfective agent
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    Tuberculostatic agent
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    Unclassified drug
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    Antibacterial activity
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    Article
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    Escherichia coli
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    Mycobacterium tuberculosis
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    Nonhuman
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    Quantitative structure activity relation
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    Staphylococcus aureus