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QSAR study of 5-arylidene-2,4-thiazolidinediones as aldose reductase inhibitors

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Abstract

The shortage of drugs currently available for the treatment of diabetic complications has aroused our interest for the search of new aldose reductase inhibitors (ARIs) endowed with more favorable biological properties. In response, quantitative structure–activity relationship (QSAR) study has been performed on a series of 5-arylidene-2,4-thiazolidinediones using the Fujita-Ban and the classical Hansch approach and molecular modeling studies employing AM1 calculations to gain structural insight into the binding mode of these molecules to the aldose reductase enzyme. The QSAR models were generated using 18 compounds. The predictive ability of the resulting QSAR models was evaluated employing the leave-one-out method of cross validation. Remarkably, the results obtained from the Fujita-Ban and Hansch approaches were in agreement with the molecular modeling studies. The QSAR analysis reported herein confirms that the presence of the carboxylic anionic head of the N-3 acetic chain is an important, albeit not essential, structural requisite to produce high levels of enzyme inhibition. Furthermore, the hydrophobic substitutions are conducive to this activity.

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Reference

  • Amic D, Davidovic-Amic D, Beslo D, Lucic B, Trinajstic N (1997) The Use of the Ordered Orthogonalized Multivariate Linear Regression in a Structure-Activity Study of Coumarin and Flavonoid Derivatives as Inhibitors of Aldose Reductase. J Chem Inform Comput Sci 37:581–586

    Article  CAS  Google Scholar 

  • Clarck CM Jr, Lee DA (1995) Prevention and treatment. of the complications of Diabetes Mellitus. N Engl J Med 332:1210–1217

    Article  Google Scholar 

  • Costantino L, Rastelli G, Vianello P, Cignarella G, Barlocco D (1999) Diabetes complications and their potential prevention: Aldose reductase inhibition and other approaches. Med Res Rev 19:3–23

    Article  PubMed  CAS  Google Scholar 

  • CS Chem Office 60 Cambridge soft corporation Software Publishers Association 1730 M Street suite 700 Washington D C 20036 (202) 452–1600 USA

  • Gupta AK, Arockia BM, Kaskhedikar SG (2004) VALSTAT: A Program for Quantitative Structure Activity Relationship Studies and their validations. Indian J Pharm Sci 66:396–402

    CAS  Google Scholar 

  • Hansch C, Leo A (1979) Substituent constants for correlation analysis in chemistry and biology. Wiley, New York, NY

    Google Scholar 

  • Kador PF (1988) The role of aldose reductase in the development of diabetic complications. Med Res Rev 8:325–352

    Article  PubMed  CAS  Google Scholar 

  • Kador PF, Kinoshita JH, Sharpless NJ (1985) Aldose reductase inhibitors: a potential new class of agents for the pharmacological control of certain diabetic complications. J Med Chem 28:841–849

    Article  PubMed  CAS  Google Scholar 

  • Kador PF, Sharpless N (1983) Pharmacophor requirements of the aldose reductase inhibitor site. J Mol Pharmacol 24:521–531

    PubMed  CAS  Google Scholar 

  • Kinoshita JH, Nishimura C (1988) The involvement of aldose reductase in diabetic complications. Diabetes Metab Rev 4:323–337

    Article  PubMed  CAS  Google Scholar 

  • Kubinyi H (1993) Hansch analysis and related approaches. Weinheim, New York

    Google Scholar 

  • Maccari R, Ottana R, Curinga C, Vigorita MG, Rakowitz D, Steindl T, Langer T (2005) Structure–activity relationships and molecular modelling of 5-arylidene-2,4-thiazolidinediones active as aldose reductase inhibitors. Bioorg Med Chem 13:2809–2823

    Article  PubMed  CAS  Google Scholar 

  • Miyamoto S (2002) Molecular modeling and structure-based drug discovery studies of aldose reductase inhibitors. Chem-Bio Inform J 2: 74–78

    Article  Google Scholar 

  • Nathan DM (1993) Long-term complications of diabetes mellitus. N Engl J Med 328:1676–1685

    Article  PubMed  CAS  Google Scholar 

  • Nicolucci A, Carinci F, Cavaliere D, Scorpiglione N, Belfiglio M, Labbrozzi D, Mari E, Massi Bendetti M. Tognoni G, Liberati A (1996). A meta-analysis of trials on aldose reductase inhibitors in diabetic peripheral neuropathy. Diabetic Med 13:1017–1026

    Article  PubMed  CAS  Google Scholar 

  • Prabhakar YS, Gupta MK, Roy N, Venkateswarlu Y (2006) A high dimensional QSAR study on the aldose reductase inhibitory activity of some flavones: Topological descriptors in modeling the activity. J Chem Inform Modeling 46: 86–92

    Article  CAS  Google Scholar 

  • Sarges R, Oates PJ (1993) Aldose reductase inhibitors: recent developments. Prog Drug Res 40: 99–161

    PubMed  CAS  Google Scholar 

  • Soni LK, Kaskhedikar SG (2006) Exploring structural requirements for aldose-reductase inhibition by 2,4-dioxo-5-(naphthyl methylene) -3-thiazolidine acetic acids and 2-thioxo analogues: Fujita-Ban and Hansch approach. Arch Pharm Chem Life Sci 339:327–331

    Article  CAS  Google Scholar 

  • Stefanic-Petek A, Krbavcic A, Solmajer T (2002) QSAR of flavonoids: 4. differential inhibition of aldose reductase and p56lck protein tyrosine kinase. Croat Chem Acta 75:517–529

    CAS  Google Scholar 

  • The Diabetic Complications, Control Trial Research Group (1993) the effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329:977–986

    Article  Google Scholar 

  • United Kingdom Prospective Diabetes Study (1998) Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–853

    Google Scholar 

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Acknowledgements

Authors are grateful to the Director, Shri G. S. Institute of Technology and Science, Indore for providing facilities for this work.

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Correspondence to Love Kumar Soni.

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Soni, L.K., Gupta, A.K. & Kaskhedikar, S.G. QSAR study of 5-arylidene-2,4-thiazolidinediones as aldose reductase inhibitors. Med Chem Res 17, 258–266 (2008). https://doi.org/10.1007/s00044-007-9061-4

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  • DOI: https://doi.org/10.1007/s00044-007-9061-4

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