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Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics 1/2018

01.12.2018 | Original Article

Computational study of curcumin analogues by targeting DNA topoisomerase II: a structure-based drug designing approach

verfasst von: Rajesh Kumar Kesharwani, Dev Bukhsh Singh, Durg Vijay Singh, Krishna Misra

Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics | Ausgabe 1/2018

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Abstract

Curcumin, a golden yellow pigment present in the spice turmeric, has pleiotropic chemopreventive and therapeutic active compound against many diseases including cancer. It has been reported that curcumin acts as a topoisomerase II inhibitor and it was found that even concentration of 50 µM of curcumin in vitro is active in a similar fashion as etoposide (antineoplastic agent). Topoisomerases (type I and type II) are enzymes that regulate the overwinding or underwinding of DNA by cutting the phosphate bond of one or two strands of DNA, respectively. Topoisomerase II was selected as target, since it affects both strands of DNA. The present in silico study about designing curcumin analogues as better inhibitors of topoisomerase vis-à-vis curcumin is based on ADME filtering and docking simulation using Schrödinger suite. The docking simulation result suggested that out of 1000 designed curcumin analogues using ligbuilder tool and curcumin as a lead, 293 screened analogues show good binding affinity at the active site of Human DNA topoisomerase II in comparison to known drug Salvicine. The top five analogues with best binding affinity was shown by ligand1_826, ligand1_758, ligand1_976, ligand1_956 and ligand1_827 with glide scores − 16.70, − 16.03, − 15.45, − 15.43 and − 15.09, respectively. Therefore it is possible that screened curcumin analogues can be used as lead molecules for screening of ligand database and future chemopreventive agents.

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Literatur
Zurück zum Zitat Aggarwal BB, Kumar A, Bharti AC (2003) Anticancer potential of curcumin: preclinical and clinical studies. Anticancer Res 23(1A):363–398 Aggarwal BB, Kumar A, Bharti AC (2003) Anticancer potential of curcumin: preclinical and clinical studies. Anticancer Res 23(1A):363–398
Zurück zum Zitat Berman HM, Westbrook J, Feng Z, Gilliland G, Bhat TN, Weissig H, Shindyalov IN, Bourne PE (2000) The protein data bank. Nucleic Acids Res 28:235–242CrossRef Berman HM, Westbrook J, Feng Z, Gilliland G, Bhat TN, Weissig H, Shindyalov IN, Bourne PE (2000) The protein data bank. Nucleic Acids Res 28:235–242CrossRef
Zurück zum Zitat Bharti AC, Donato N, Singh S, Aggarwal BB (2003) Curcumin (diferuloylmethane) down-regulates the constitutive activation of nuclear factor-kappa B and Ikappa B alpha kinase in human multiple myeloma cells, leading to suppression of proliferation and induction of apoptosis. Blood 101(3):1053–1062CrossRef Bharti AC, Donato N, Singh S, Aggarwal BB (2003) Curcumin (diferuloylmethane) down-regulates the constitutive activation of nuclear factor-kappa B and Ikappa B alpha kinase in human multiple myeloma cells, leading to suppression of proliferation and induction of apoptosis. Blood 101(3):1053–1062CrossRef
Zurück zum Zitat Bradley G, Juranka PF, Ling V (1988) Mechanism of multidrug resistance. Biochim Biophys Acta 948(1):87–128 Bradley G, Juranka PF, Ling V (1988) Mechanism of multidrug resistance. Biochim Biophys Acta 948(1):87–128
Zurück zum Zitat Cattan AR, Levett D, Douglas EA, Middleton PG, Taylorm PR (1996) Method for quantifying expression of functionally active topoisomerase II in patients with leukaemia. J Clin Pathol 49(10):848–852CrossRef Cattan AR, Levett D, Douglas EA, Middleton PG, Taylorm PR (1996) Method for quantifying expression of functionally active topoisomerase II in patients with leukaemia. J Clin Pathol 49(10):848–852CrossRef
Zurück zum Zitat Chao-Xin H, Zhi-Li Z, Bing X, Jin-Gui M, Mei-Yu G, Li-Ping L, Hua-Liang J, Jian D (2006) Salvicine functions as novel topoisomerase II poison by binding to ATP pocket. Mol Pharmacol 70:1593–1601CrossRef Chao-Xin H, Zhi-Li Z, Bing X, Jin-Gui M, Mei-Yu G, Li-Ping L, Hua-Liang J, Jian D (2006) Salvicine functions as novel topoisomerase II poison by binding to ATP pocket. Mol Pharmacol 70:1593–1601CrossRef
Zurück zum Zitat Friesner RA, Murphy RB, Repasky MP, Frye LL, Greenwood JR, Halgren TA, Sanschagrin PC, Mainz DT (2006) Extra precision glide: docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes. J Med Chem 49:6177–6196CrossRef Friesner RA, Murphy RB, Repasky MP, Frye LL, Greenwood JR, Halgren TA, Sanschagrin PC, Mainz DT (2006) Extra precision glide: docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes. J Med Chem 49:6177–6196CrossRef
Zurück zum Zitat Gadakar PK, Phukan S, Dattatreya P, Balaji VN (2007) Pose prediction accuracy in docking studies and enrichment of actives in the active site of GSK-3β. J Chem Inf Model 47:1446–1459CrossRef Gadakar PK, Phukan S, Dattatreya P, Balaji VN (2007) Pose prediction accuracy in docking studies and enrichment of actives in the active site of GSK-3β. J Chem Inf Model 47:1446–1459CrossRef
Zurück zum Zitat Halgren T (2009) Identifying and characterizing binding sites and assessing druggability. J Chem Inf Model 49:377–389CrossRef Halgren T (2009) Identifying and characterizing binding sites and assessing druggability. J Chem Inf Model 49:377–389CrossRef
Zurück zum Zitat Hanahan D, Weinberg RA (2000) The hallmarks of cancer. Cell 100(1):57–70CrossRef Hanahan D, Weinberg RA (2000) The hallmarks of cancer. Cell 100(1):57–70CrossRef
Zurück zum Zitat Holy JM (2002) Curcumin disrupts mitotic spindle structure and induces micronucleation in MCF-7 breast cancer cells. Mutation Res 518(1):71–84CrossRef Holy JM (2002) Curcumin disrupts mitotic spindle structure and induces micronucleation in MCF-7 breast cancer cells. Mutation Res 518(1):71–84CrossRef
Zurück zum Zitat Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61(2):69–90CrossRef Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61(2):69–90CrossRef
Zurück zum Zitat Karunagaran D, Rashmi R, Kumar TR (2005) Induction of apoptosis by curcumin and its implications for cancer therapy. Curr Cancer Drug Targets 5(2):117–129CrossRef Karunagaran D, Rashmi R, Kumar TR (2005) Induction of apoptosis by curcumin and its implications for cancer therapy. Curr Cancer Drug Targets 5(2):117–129CrossRef
Zurück zum Zitat Keserwani RK, Kesharwani RK, Vyas N, Jain S, Raghuvanshi R, Sharma AK (2010a) Nutraceutical and functional food as future food: a review. Der Pharmacia Lettre 2010: 2(1):106–116 Keserwani RK, Kesharwani RK, Vyas N, Jain S, Raghuvanshi R, Sharma AK (2010a) Nutraceutical and functional food as future food: a review. Der Pharmacia Lettre 2010: 2(1):106–116
Zurück zum Zitat Keserwani RK, Kesharwani RK, Vyas N, Chadokar A (2010b) Nutritional supplements: an overview. Int J Curr Pharm Rev Res 1(1):59–75 Keserwani RK, Kesharwani RK, Vyas N, Chadokar A (2010b) Nutritional supplements: an overview. Int J Curr Pharm Rev Res 1(1):59–75
Zurück zum Zitat Kesharwani RK, Misra K (2011) Prediction of binding site for curcuminoids at human topoisomerase II α protein; an in silico approach. Curr Sci 101(8):1060–1064 Kesharwani RK, Misra K (2011) Prediction of binding site for curcuminoids at human topoisomerase II α protein; an in silico approach. Curr Sci 101(8):1060–1064
Zurück zum Zitat Kesharwani RK, Singh DV, Misra K (2013) Computation-based virtual screening for designing novel antimalarial drugs by targeting falcipain-III: a structure-based drug designing approach. J Vector Borne Dis 50:93–102 Kesharwani RK, Singh DV, Misra K (2013) Computation-based virtual screening for designing novel antimalarial drugs by targeting falcipain-III: a structure-based drug designing approach. J Vector Borne Dis 50:93–102
Zurück zum Zitat Kesharwani RK, Srivastava V, Singh P, Rizvi SI, Adeppa K, Misra K (2015) A novel approach for overcoming drug resistance in breast cancer chemotherapy by targeting new synthetic curcumin analogues against aldehyde dehydrogenase 1 (ALDH1A1) and glycogen synthase kinase-3 β (GSK-3β). Appl Biochem Biotechnol. https://doi.org/10.1007/s12010-015-1696-x CrossRef Kesharwani RK, Srivastava V, Singh P, Rizvi SI, Adeppa K, Misra K (2015) A novel approach for overcoming drug resistance in breast cancer chemotherapy by targeting new synthetic curcumin analogues against aldehyde dehydrogenase 1 (ALDH1A1) and glycogen synthase kinase-3 β (GSK-3β). Appl Biochem Biotechnol. https://​doi.​org/​10.​1007/​s12010-015-1696-x CrossRef
Zurück zum Zitat Martín-Cordero C, López-Lázaro M, Gálvez M, Ayuso MJ (2003) Curcumin as a DNA topoisomerase II poison. J Enzyme Inhib Med Chem18(6):505–509CrossRef Martín-Cordero C, López-Lázaro M, Gálvez M, Ayuso MJ (2003) Curcumin as a DNA topoisomerase II poison. J Enzyme Inhib Med Chem18(6):505–509CrossRef
Zurück zum Zitat Martin-Richard M, Muñoz M, Albanell J, Colomo L, Bellet M, Rey MJ, Tabernero J, Alonso C, Cardesa A, Gascon P, Fernandez PL (2004) Serial topoisomerase II expression in primary breast cancer and response to neoadjuvant anthracycline-based chemotherapy. Oncology 66(5):388–394CrossRef Martin-Richard M, Muñoz M, Albanell J, Colomo L, Bellet M, Rey MJ, Tabernero J, Alonso C, Cardesa A, Gascon P, Fernandez PL (2004) Serial topoisomerase II expression in primary breast cancer and response to neoadjuvant anthracycline-based chemotherapy. Oncology 66(5):388–394CrossRef
Zurück zum Zitat McDonald IK, Thornton JM (1994) Satisfying hydrogen bonding potential in proteins. JMB 238:777–793CrossRef McDonald IK, Thornton JM (1994) Satisfying hydrogen bonding potential in proteins. JMB 238:777–793CrossRef
Zurück zum Zitat Mueller-Planitz F, Herschlag D (2007) DNA topoisomerase II selects DNA cleavage sites based on reactivity rather than binding affinity. Nucleic Acids Res 35(11):3764–3773CrossRef Mueller-Planitz F, Herschlag D (2007) DNA topoisomerase II selects DNA cleavage sites based on reactivity rather than binding affinity. Nucleic Acids Res 35(11):3764–3773CrossRef
Zurück zum Zitat Poma P, Notarbartolo M, Labbozzetta M, Maurici A, Carina V, Alaimo A et al (2007) The antitumor activities of curcumin and of its isoxazole analogue are not affected by multiple gene expression changes in an MDR model of the MCF-7 breast cancer cell line: analysis of the possible molecular basis. Int J Mol Med 20(3):329–335 Poma P, Notarbartolo M, Labbozzetta M, Maurici A, Carina V, Alaimo A et al (2007) The antitumor activities of curcumin and of its isoxazole analogue are not affected by multiple gene expression changes in an MDR model of the MCF-7 breast cancer cell line: analysis of the possible molecular basis. Int J Mol Med 20(3):329–335
Zurück zum Zitat Ravindran J, Prasad S, Aggarwal BB (2009) Curcumin and cancer cells: how many ways can curry kill tumor cells selectively? AAPS J 11(3):495–510CrossRef Ravindran J, Prasad S, Aggarwal BB (2009) Curcumin and cancer cells: how many ways can curry kill tumor cells selectively? AAPS J 11(3):495–510CrossRef
Zurück zum Zitat Ruby AJ, Kuttan G, Dinesh Babu K, Rajasekharan KN, Kuttan R (1995) Anti-tumour and antioxidant activity of natural curcuminoids. Cancer Lett 94(1):79–83CrossRef Ruby AJ, Kuttan G, Dinesh Babu K, Rajasekharan KN, Kuttan R (1995) Anti-tumour and antioxidant activity of natural curcuminoids. Cancer Lett 94(1):79–83CrossRef
Zurück zum Zitat Singh DV, Agarwal S, Kesharwani RK, Misra K (2014) 3D QSAR and pharmacophore study of curcuminoids and curcumin analogs: interaction with thioredoxin reductase, interdisciplinary sciences. Comput Life Sci 5(4):286–295 Singh DV, Agarwal S, Kesharwani RK, Misra K (2014) 3D QSAR and pharmacophore study of curcuminoids and curcumin analogs: interaction with thioredoxin reductase, interdisciplinary sciences. Comput Life Sci 5(4):286–295
Zurück zum Zitat Thomsen R, Christensen MH (2006) MolDock: a new technique for high-accuracy molecular docking. J Med Chem 49(11):3315–3321CrossRef Thomsen R, Christensen MH (2006) MolDock: a new technique for high-accuracy molecular docking. J Med Chem 49(11):3315–3321CrossRef
Zurück zum Zitat Upadhyay J, Kesharwani RK, Misra K (2009) Comparative study of antioxidants as cancer preventives through inhibition of HIF-1 alpha activity. Bioinformation 4(6):233–236CrossRef Upadhyay J, Kesharwani RK, Misra K (2009) Comparative study of antioxidants as cancer preventives through inhibition of HIF-1 alpha activity. Bioinformation 4(6):233–236CrossRef
Zurück zum Zitat Upadhyaya J, Kesharwani RK, Misra K (2009) Metabolism, pharmacokinetics and bioavailability of ascorbic acid; synergistic effect with tocopherols and curcumin. J Comput Intell Bioinform 2(1):77–84 Upadhyaya J, Kesharwani RK, Misra K (2009) Metabolism, pharmacokinetics and bioavailability of ascorbic acid; synergistic effect with tocopherols and curcumin. J Comput Intell Bioinform 2(1):77–84
Zurück zum Zitat Wang JC (2002) Cellular roles of DNA topoisomerases: a molecular perspective. Nat Rev Mol Cell Biol 3(6):430–440CrossRef Wang JC (2002) Cellular roles of DNA topoisomerases: a molecular perspective. Nat Rev Mol Cell Biol 3(6):430–440CrossRef
Zurück zum Zitat Wang R, Gao Y, Lai L (2000) Ligbuilder: a multiple-purpose program for structure-based drug design. J Mol Model 6:498–516CrossRef Wang R, Gao Y, Lai L (2000) Ligbuilder: a multiple-purpose program for structure-based drug design. J Mol Model 6:498–516CrossRef
Zurück zum Zitat Waris G, Ahsan H (2006) Reactive oxygen species: role in the development of cancer and various chronic conditions. J Carcinog 5:14CrossRef Waris G, Ahsan H (2006) Reactive oxygen species: role in the development of cancer and various chronic conditions. J Carcinog 5:14CrossRef
Zurück zum Zitat Wei H, Ruthenburg AJ, Bechis SK, Verdine GL (2005) Nucleotide-dependent domain movement in the ATPase domain of a human type IIA DNA topoisomerase. J Biol Chem 280(44):37041–37047CrossRef Wei H, Ruthenburg AJ, Bechis SK, Verdine GL (2005) Nucleotide-dependent domain movement in the ATPase domain of a human type IIA DNA topoisomerase. J Biol Chem 280(44):37041–37047CrossRef
Metadaten
Titel
Computational study of curcumin analogues by targeting DNA topoisomerase II: a structure-based drug designing approach
verfasst von
Rajesh Kumar Kesharwani
Dev Bukhsh Singh
Durg Vijay Singh
Krishna Misra
Publikationsdatum
01.12.2018
Verlag
Springer Vienna
Erschienen in
Network Modeling Analysis in Health Informatics and Bioinformatics / Ausgabe 1/2018
Print ISSN: 2192-6662
Elektronische ISSN: 2192-6670
DOI
https://doi.org/10.1007/s13721-018-0179-8

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