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Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics 1/2019

01.12.2019 | Original Article

Computational screening and ADMET-based study for targeting Plasmodium S-adenosyl-l-homocysteine hydrolase: top scoring inhibitors

verfasst von: Dev Bukhsh Singh, Seema Dwivedi

Erschienen in: Network Modeling Analysis in Health Informatics and Bioinformatics | Ausgabe 1/2019

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Abstract

S-adenosyl-l-homocysteine hydrolase (SAHH) is a ubiquitous enzyme that plays a significant role in methylation-based processes by maintaining the intracellular balance between S-adenosylhomocysteine and S-adenosylmethionine. In the past years, some analogs and derivatives of aristeromycin have been reported as a potential inhibitor of Plasmodium falciparum’s SAHH (PfSAHH), but no effective therapy has been developed yet. In our previous studies, molecular dynamics simulation study of 2-fluoroaristeromycin in complex with PfSAHH was carried out, and a stable complex with favorable binding energy and interaction was observed. In the presented work, 2-fluoroaristeromycin was used as a central compound for finding the vast set of similar compounds using PubChem database search (65 compounds), pharmacophore-based search (1219 compounds) and ZINC database search for biogenic compounds (approximately 1, 82000 compounds). All these compounds were docked with PfSAHH drug target to screen compounds with energetically favorable binding and stable conformation. Binding energy and different ADMET based parameters were used for screening some potential compound from each set. Binding affinity and interaction of top scoring 15 compounds from the biogenic subset were again evaluated using other docking tools such as AutoDock and AutoDock Vina. These top scoring compounds satisfy the binding and most of the ADMET parameters, and their activity can be further optimized to find a more potent inhibitor of PfSAHH.

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Literatur
Zurück zum Zitat Beck HP, Wampfler R, Carter N, Koh G, Osorio L, Rueangweerayut R (2016) Estimation of tafenoquine anti-relapse efficacy using Plasmodium vivax genotyping. J Infect Dis 213:794–799CrossRef Beck HP, Wampfler R, Carter N, Koh G, Osorio L, Rueangweerayut R (2016) Estimation of tafenoquine anti-relapse efficacy using Plasmodium vivax genotyping. J Infect Dis 213:794–799CrossRef
Zurück zum Zitat Burrows JN, Duparc S, Gutteridge WE, Hooft van Huijsduijnen R, Kaszubska W, Macintyre F, Mazzuri S, Möhrle JJ, Wells TNC (2017) New developments in anti-malarial target candidate and product profiles. Malar J 16(1):26CrossRef Burrows JN, Duparc S, Gutteridge WE, Hooft van Huijsduijnen R, Kaszubska W, Macintyre F, Mazzuri S, Möhrle JJ, Wells TNC (2017) New developments in anti-malarial target candidate and product profiles. Malar J 16(1):26CrossRef
Zurück zum Zitat Cheng F, Li W, Zhou Y, Shen J, Wu Z, Liu G, Lee PW, Tang Y (2012) admetSAR: a comprehensive source and free tool for assessment of chemical ADMET properties. J Chem Inf Model 52:3099–3105CrossRef Cheng F, Li W, Zhou Y, Shen J, Wu Z, Liu G, Lee PW, Tang Y (2012) admetSAR: a comprehensive source and free tool for assessment of chemical ADMET properties. J Chem Inf Model 52:3099–3105CrossRef
Zurück zum Zitat Gaulton A, Bellis LJ, Bento AP, Chambers J, Davies M, Hersey A, Overington JP (2012) ChEMBL: a large-scale bioactivity database for drug discovery. Nucleic Acids Res 40(Database issue):D1100–D1107CrossRef Gaulton A, Bellis LJ, Bento AP, Chambers J, Davies M, Hersey A, Overington JP (2012) ChEMBL: a large-scale bioactivity database for drug discovery. Nucleic Acids Res 40(Database issue):D1100–D1107CrossRef
Zurück zum Zitat Irwin JJ, Sterling T, Mysinger MM, Bolstad ES, Coleman RG (2012) ZINC: a free tool to discover chemistry for biology. J Chem Inf Model 52:1757–1768CrossRef Irwin JJ, Sterling T, Mysinger MM, Bolstad ES, Coleman RG (2012) ZINC: a free tool to discover chemistry for biology. J Chem Inf Model 52:1757–1768CrossRef
Zurück zum Zitat Kitade Y, Kojima H, Zulfiqur F, Kim HS, Wataya Y (2003) Synthesis of 2-fluoronoraristeromycin and its inhibitory activity against Plasmodium falciparum S-adenosyl-l-homocysteine hydrolase. Bioorg Med Chem Lett 13:3963–3965CrossRef Kitade Y, Kojima H, Zulfiqur F, Kim HS, Wataya Y (2003) Synthesis of 2-fluoronoraristeromycin and its inhibitory activity against Plasmodium falciparum S-adenosyl-l-homocysteine hydrolase. Bioorg Med Chem Lett 13:3963–3965CrossRef
Zurück zum Zitat Koes DR, Camacho CJ (2012) ZINCPharmer: pharmacophore search of the ZINC database. Nucleic Acids Res 40:W409–W414CrossRef Koes DR, Camacho CJ (2012) ZINCPharmer: pharmacophore search of the ZINC database. Nucleic Acids Res 40:W409–W414CrossRef
Zurück zum Zitat Kojima H, Yamaguchi T, Kozaki A, Nakanishi M, Ueno Y, Kitade Y (2002) Synthesis of noraristeromycin analogues possessing SAH hydrolase inhibitory activity for the development of antimalaria agents. Nucleic Acids Res Suppl 2:141–142CrossRef Kojima H, Yamaguchi T, Kozaki A, Nakanishi M, Ueno Y, Kitade Y (2002) Synthesis of noraristeromycin analogues possessing SAH hydrolase inhibitory activity for the development of antimalaria agents. Nucleic Acids Res Suppl 2:141–142CrossRef
Zurück zum Zitat Kusakabe Y, Ishihara M, Umeda T, Kuroda D, Nakanishi M, Kitade Y, Gouda H, Nakamura KT, Tanaka N (2015) Structural insights into the reaction mechanism of S-adenosyl-l-homocysteine hydrolase. Sci Rep 5:16641CrossRef Kusakabe Y, Ishihara M, Umeda T, Kuroda D, Nakanishi M, Kitade Y, Gouda H, Nakamura KT, Tanaka N (2015) Structural insights into the reaction mechanism of S-adenosyl-l-homocysteine hydrolase. Sci Rep 5:16641CrossRef
Zurück zum Zitat Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) AutoDock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem 30:2785–2791CrossRef Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) AutoDock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem 30:2785–2791CrossRef
Zurück zum Zitat Phillips T (2008) The role of methylation in gene expression. Nat Educ 1:116 Phillips T (2008) The role of methylation in gene expression. Nat Educ 1:116
Zurück zum Zitat Reddy MC, Kuppan G, Shetty ND, Owen JL, Ioerger TR, Sacchettini JC (2008) Crystal structures of Mycobacterium tuberculosis S-adenosyl-l-homocysteine hydrolase in ternary complex with substrate and inhibitors. Protein Sci 17:2134–2144CrossRef Reddy MC, Kuppan G, Shetty ND, Owen JL, Ioerger TR, Sacchettini JC (2008) Crystal structures of Mycobacterium tuberculosis S-adenosyl-l-homocysteine hydrolase in ternary complex with substrate and inhibitors. Protein Sci 17:2134–2144CrossRef
Zurück zum Zitat Rosling JEO, Ridgway MC, Summers RL, Kirk K, Lehane AM (2018) Biochemical characterization and chemical inhibition of PfATP4-associated Na(+)-ATPase activity in Plasmodium falciparum membranes. J Biol Chem 293:13327–13337CrossRef Rosling JEO, Ridgway MC, Summers RL, Kirk K, Lehane AM (2018) Biochemical characterization and chemical inhibition of PfATP4-associated Na(+)-ATPase activity in Plasmodium falciparum membranes. J Biol Chem 293:13327–13337CrossRef
Zurück zum Zitat Singh DB (2018) Natural lead compounds and strategies for optimization. In: Ul-Haq Z, Wilson AK (eds) Frontiers in computational chemistry, vol 4. Bentham science, pp 1–47 Singh DB (2018) Natural lead compounds and strategies for optimization. In: Ul-Haq Z, Wilson AK (eds) Frontiers in computational chemistry, vol 4. Bentham science, pp 1–47
Zurück zum Zitat Singh DB, Dwivedi S (2016a) Structural insight into binding mode of inhibitor with SAHH of Plasmodium and human: interaction of curcumin with anti-malarial drug targets. J Chem Biol 9:107–120CrossRef Singh DB, Dwivedi S (2016a) Structural insight into binding mode of inhibitor with SAHH of Plasmodium and human: interaction of curcumin with anti-malarial drug targets. J Chem Biol 9:107–120CrossRef
Zurück zum Zitat Singh DB, Dwivedi S (2016b) Docking and molecular dynamics simulation study of inhibitor 2-Fluoroaristeromycin with anti-malarial drug target PfSAHH. Netw Model Anal Health Inf Bioinf 5:16CrossRef Singh DB, Dwivedi S (2016b) Docking and molecular dynamics simulation study of inhibitor 2-Fluoroaristeromycin with anti-malarial drug target PfSAHH. Netw Model Anal Health Inf Bioinf 5:16CrossRef
Zurück zum Zitat Singh DB, Gupta MK, Singh DV, Singh SK, Misra K (2013) Docking and in silico ADMET studies of noraristeromycin, curcumin and its derivatives with Plasmodium falciparum SAH hydrolase: a molecular drug target against malaria. Interdiscip Sci 5:1–12CrossRef Singh DB, Gupta MK, Singh DV, Singh SK, Misra K (2013) Docking and in silico ADMET studies of noraristeromycin, curcumin and its derivatives with Plasmodium falciparum SAH hydrolase: a molecular drug target against malaria. Interdiscip Sci 5:1–12CrossRef
Zurück zum Zitat Talsania N, Modi K, Chaudhary P (2012) A Study of investigation report on death audit due to malaria in New Civil Hospital, Ahmedabad City, Gujarat, India. Healthline 3:26–29 Talsania N, Modi K, Chaudhary P (2012) A Study of investigation report on death audit due to malaria in New Civil Hospital, Ahmedabad City, Gujarat, India. Healthline 3:26–29
Zurück zum Zitat Thomsen R, Christensen MH (2006) MolDock: a new technique for high-accuracy molecular docking. J Med Chem 49:3315–3321CrossRef Thomsen R, Christensen MH (2006) MolDock: a new technique for high-accuracy molecular docking. J Med Chem 49:3315–3321CrossRef
Zurück zum Zitat Trott O, Olson AJ (2010) AutoDock vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading. J Comput Chem 31:455–461 Trott O, Olson AJ (2010) AutoDock vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading. J Comput Chem 31:455–461
Zurück zum Zitat Van de Waterbeemd H, Gifford E (2003) ADMET in silico modelling: towards prediction paradise? Nat Rev Drug Discov 2:192–204CrossRef Van de Waterbeemd H, Gifford E (2003) ADMET in silico modelling: towards prediction paradise? Nat Rev Drug Discov 2:192–204CrossRef
Zurück zum Zitat Verma P, Singh DB, Gupta AK (2016) Designing and virtual screening of potential inhibitors of PFHGPRT against malaria. J Chem Pharm Res 8:635–643 Verma P, Singh DB, Gupta AK (2016) Designing and virtual screening of potential inhibitors of PFHGPRT against malaria. J Chem Pharm Res 8:635–643
Zurück zum Zitat Wells TNC, Hooft van Huijsduijnen R, Van Voorhis WC (2015) Malaria medicines: a glass half full? Nat Rev Drug Discov 14:424–442CrossRef Wells TNC, Hooft van Huijsduijnen R, Van Voorhis WC (2015) Malaria medicines: a glass half full? Nat Rev Drug Discov 14:424–442CrossRef
Zurück zum Zitat White NJ, Pukrittayakamee S, Phyo AP, Rueangweerayut R, Nosten F, Jittamala P (2014) Spiroindolone KAE609 for falciparum and vivax malaria. N Engl J Med 371:403–410CrossRef White NJ, Pukrittayakamee S, Phyo AP, Rueangweerayut R, Nosten F, Jittamala P (2014) Spiroindolone KAE609 for falciparum and vivax malaria. N Engl J Med 371:403–410CrossRef
Zurück zum Zitat Yang SY (2010) Pharmacophore modeling and applications in drug discovery: challenges and recent advances. Drug Discov Today 15:444–450CrossRef Yang SY (2010) Pharmacophore modeling and applications in drug discovery: challenges and recent advances. Drug Discov Today 15:444–450CrossRef
Metadaten
Titel
Computational screening and ADMET-based study for targeting Plasmodium S-adenosyl-l-homocysteine hydrolase: top scoring inhibitors
verfasst von
Dev Bukhsh Singh
Seema Dwivedi
Publikationsdatum
01.12.2019
Verlag
Springer Vienna
Erschienen in
Network Modeling Analysis in Health Informatics and Bioinformatics / Ausgabe 1/2019
Print ISSN: 2192-6662
Elektronische ISSN: 2192-6670
DOI
https://doi.org/10.1007/s13721-019-0183-7

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