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Hologram Based QSAR Analysis of Xanthine Oxidase Inhibitors

원문정보

초록

영어

Xanthine Oxidase is an enzyme, which oxidizes hypoxanthine to xanthine, and xanthine to uric acid. It is widely distributed throughout various organs including the liver, gut, lungs, kidney, heart, brain and plasma. It is involved in gout pathogenesis. Hence, in the present study, Hologram based Quantitative Structure Activity Relationship Study was performed on a series of Xanthine Oxidase antagonist named 2-(indol-5-yl) thiazole derivatives. The best HQSAR model was obtained using Atoms, Bonds, Connection, Hydrogen, Chirality and Donor Acceptor as fragment distinction parameter using hologram length 71 and 4 components with fragment size of minimum 2 and maximum 5. Significant cross-validated correlation coefficient (q2= 0.563) and non cross-validated correlation coefficients (r2= 0.967) were obtained. The model was then used to evaluate the six external test compounds and its r2 pred was found to be 0.798. Contribution map show that presence of propyl ring in indole thiazole makes big contributions for improving the biological activities of the compounds. We hope that our HQSAR model and analysis will be helpful for future design of xanthine oxidase antagonists.

목차

Abstract
 1. Intoduction
 2. Materials and Methods
  2.1. Data Set
  2.2. HQSAR
  2.3. Predictive Correlation Coefficient (r2pred)
 3. Results and Discussion
  3.1. HQSAR Analysis
  3.2. HQSAR Contribution Map Analysis
 4. Conclusion
 References

저자정보

  • Sathya. B Department of Genetic Engineering, School of Bioengineering, SRM University, SRM Nagar, Kattankulathur, Chennai 603203, India

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