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논문검색

Ligand Based HQSAR Analysis of CRTh2 Antagonists

초록

영어

CRTh2 receptor is an important mediator of the inflammatory effects and act as beneficial target for the treatment of asthma, COPD, allergic rhinitis and atopic dermatitis. In the present work, Hologram QSAR studies were conducted on a series of 50 training set CRTh2 antagonists (2-(2-(benzylthio)-1H-benzo[d]imidazol-1-yl acetic acids). The best HQSAR model was obtained using atoms, bonds, connections and donor/acceptor as fragment distinction parameter using hologram length 257 and 6 components with fragment size of minimum 7 and maximum 10. Significant cross-validated correlation coefficient (q2=0.786) and non cross-validated correlation coefficients (r2=0. 954) were obtained. The model was then used to evaluate the 15 external test compounds which are not included in the training set and the predicted values were in good agreement with the experimental results (r2 pred=0.739). Contribution map show that presence of C ring and its substituents makes big contributions for activities. The HQSAR model and analysis from the contribution map could be useful for further design of novel structurally related CRTh2 antagonists.

목차

Abstract
 1. Introduction
 2. Materials and Methods
  2.1. Data Set
  2.2. HQSAR
 3. Results and Discussion
  3.1. HQSAR Analysis
  3.2. HQSAR Contribution Map Analysis
 4. Conclusion
 References

키워드

저자정보

  • Sathya Babu Department of Bioinformatics, School of Bioengineering, SRM University, SRM Nagar, Kattankulathur, Chennai 603203, India.
  • Thirumurthy Madhavan Department of Bioinformatics, School of Bioengineering, SRM University, SRM Nagar, Kattankulathur, Chennai 603203, India.

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