Browse > Article
http://dx.doi.org/10.5808/GI.2017.15.4.147

Identification of New Potential APE1 Inhibitors by Pharmacophore Modeling and Molecular Docking  

Lee, In Won (Department of Biological Science, Sangji University)
Yoon, Jonghwan (Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea)
Lee, Gunhee (Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea)
Lee, Minho (Catholic Precision Medicine Research Center, College of Medicine, The Catholic University of Korea)
Abstract
Apurinic/apyrimidinic endonuclease 1 (APE1) is an enzyme responsible for the initial step in the base excision repair pathway and is known to be a potential drug target for treating cancers, because its expression is associated with resistance to DNA-damaging anticancer agents. Although several inhibitors already have been identified, the identification of novel kinds of potential inhibitors of APE1 could provide a seed for the development of improved anticancer drugs. For this purpose, we first classified known inhibitors of APE1. According to the classification, we constructed two distinct pharmacophore models. We screened more than 3 million lead-like compounds using the pharmacophores. Hits that fulfilled the features of the pharmacophore models were identified. In addition to the pharmacophore screen, we carried out molecular docking to prioritize hits. Based on these processes, we ultimately identified 1,338 potential inhibitors of APE1 with predicted binding affinities to the enzyme.
Keywords
APE1; molecular docking simulation; pharmacophore modeling; virtual screening;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Liuzzi M, Talpaert-Borle M. A new approach to the study of the base-excision repair pathway using methoxyamine. J Biol Chem 1985;260:5252-5258.
2 Fishel ML, Kelley MR. The DNA base excision repair protein Ape1/Ref-1 as a therapeutic and chemopreventive target. Mol Aspects Med 2007;28:375-395.   DOI
3 Wilson DM 3rd, Simeonov A. Small molecule inhibitors of DNA repair nuclease activities of APE1. Cell Mol Life Sci 2010;67:3621-3631.   DOI
4 Gaulton A, Bellis LJ, Bento AP, Chambers J, Davies M, Hersey A, et al. ChEMBL: a large-scale bioactivity database for drug discovery. Nucleic Acids Res 2012;40:D1100-D1107.   DOI
5 Wang Y, Bryant SH, Cheng T, Wang J, Gindulyte A, Shoemaker BA, et al. PubChem BioAssay: 2017 update. Nucleic Acids Res 2017;45:D955-D963.   DOI
6 Wolber G, Langer T. LigandScout: 3-D pharmacophores derived from protein-bound ligands and their use as virtual screening filters. J Chem Inf Model 2005;45:160-169.   DOI
7 Teague SJ, Davis AM, Leeson PD, Oprea T. The design of leadlike combinatorial libraries. Angew Chem Int Ed Engl 1999; 38:3743-3748.   DOI
8 Irwin JJ, Sterling T, Mysinger MM, Bolstad ES, Coleman RG. ZINC: a free tool to discover chemistry for biology. J Chem Inf Model 2012;52:1757-1768.   DOI
9 Luo M, Kelley MR. Inhibition of the human apurinic/apyrimidinic endonuclease (APE1) repair activity and sensitization of breast cancer cells to DNA alkylating agents with lucanthone. Anticancer Res 2004;24:2127-2134.
10 A decade of drug-likeness. Nat Rev Drug Discov 2007;6:853.   DOI
11 Lipinski CA, Lombardo F, Dominy BW, Feeney PJ. Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv Drug Deliv Rev 2001;46:3-26.   DOI
12 Shityakov S, Forster C. In silico predictive model to determine vector-mediated transport properties for the blood-brain barrier choline transporter. Adv Appl Bioinform Chem 2014;7:23-36.
13 Mol CD, Izumi T, Mitra S, Tainer JA. DNA-bound structures and mutants reveal abasic DNA binding by APE1 and DNA repair coordination [corrected]. Nature 2000;403:451-456.   DOI
14 Trott O, Olson AJ. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem 2010;31:455-461.
15 Le Guilloux V, Schmidtke P, Tuffery P. Fpocket: an open source platform for ligand pocket detection. BMC Bioinformatics 2009;10:168.   DOI
16 Fei J, Zhou L, Liu T, Tang XY. Pharmacophore modeling, virtual screening, and molecular docking studies for discovery of novel Akt2 inhibitors. Int J Med Sci 2013;10:265-275.   DOI
17 Wieder M, Garon A, Perricone U, Boresch S, Seidel T, Almerico AM, et al. Common hits approach: combining pharmacophore modeling and molecular dynamics simulations. J Chem Inf Model 2017;57:365-385.   DOI
18 Barzilay G, Hickson ID. Structure and function of apurinic/apyrimidinic endonucleases. Bioessays 1995;17:713-719.   DOI
19 Bjorksten J, Acharya PV, Ashman S, Wetlaufer DB. Gerogenic fractions in the tritiated rat. J Am Geriatr Soc 1971;19:561-574.   DOI
20 Acharya PV. The isolation and partial characterization of age-correlated oligo-deoxyribo-ribonucleotides with covalently linked aspartyl-glutamyl polypeptides. Johns Hopkins Med J Suppl 1972;(1):254-260.
21 Xanthoudakis S, Smeyne RJ, Wallace JD, Curran T. The redox/DNA repair protein, Ref-1, is essential for early embryonic development in mice. Proc Natl Acad Sci U S A 1996;93:8919-8923.   DOI
22 Srinivasan A, Wang L, Cline CJ, Xie Z, Sobol RW, Xie XQ, et al. Identification and characterization of human apurinic/apyrimidinic endonuclease-1 inhibitors. Biochemistry 2012;51:6246-6259.   DOI
23 Ludwig DL, MacInnes MA, Takiguchi Y, Purtymun PE, Henrie M, Flannery M, et al. A murine AP-endonuclease gene-targeted deficiency with post-implantation embryonic progression and ionizing radiation sensitivity. Mutat Res 1998;409:17-29.   DOI
24 Kelley MR, Logsdon D, Fishel ML. Targeting DNA repair pathways for cancer treatment: what's new? Future Oncol 2014;10:1215-1237.   DOI
25 Seiple LA, Cardellina JH 2nd, Akee R, Stivers JT. Potent inhibition of human apurinic/apyrimidinic endonuclease 1 by arylstibonic acids. Mol Pharmacol 2008;73:669-677.
26 Naidu MD, Agarwal R, Pena LA, Cunha L, Mezei M, Shen M, et al. Lucanthone and its derivative hycanthone inhibit apurinic endonuclease-1 (APE1) by direct protein binding. PLoS One 2011;6:e23679.   DOI
27 Simeonov A, Kulkarni A, Dorjsuren D, Jadhav A, Shen M, McNeill DR, et al. Identification and characterization of inhibitors of human apurinic/apyrimidinic endonuclease APE1. PLoS One 2009;4:e5740.   DOI