Journal of Chemical Biology

, Volume 8, Issue 3, pp 79–93 | Cite as

Design and activity of AP endonuclease-1 inhibitors

  • Zhiwei Feng
  • Stanton Kochanek
  • David Close
  • LiRong Wang
  • Ajay Srinivasan
  • Abdulrahman A. Almehizia
  • Prema Iyer
  • Xiang-Qun Xie
  • Paul A. Johnston
  • Barry Gold
Original Article

Abstract

Apurinic/apyrimidinic endonuclease-1/redox effector factor-1 (APE-1) is a critical component of base excision repair that excises abasic lesions created enzymatically by the action of DNA glycosylases on modified bases and non-enzymatically by hydrolytic depurination/depyrimidination of nucleobases. Many anticancer drugs generate DNA adducts that are processed by base excision repair, and tumor resistance is frequently associated with enhanced APE-1 expression. Accordingly, APE-1 is a potential therapeutic target to treat cancer. Using computational approaches and the high resolution structure of APE-1, we developed a 5-point pharmacophore model for APE-1 small molecule inhibitors. One of the nM APE-1 inhibitors (AJAY-4) that was identified based on this model exhibited an overall median growth inhibition (GI50) of 4.19 μM in the NCI-60 cell line panel. The mechanism of action is shown to be related to the buildup of abasic sites that cause PARP activation and PARP cleavage, and the activation of caspase-3 and caspase-7, which is consistent with cell death by apoptosis. In a drug combination growth inhibition screen conducted in 10 randomly selected NCI-60 cell lines and with 20 clinically used non-genotoxic anticancer drugs, a synergy was flagged in the SK-MEL-5 melanoma cell line exposed to combinations of vemurafenib, which targets melanoma cells with V600E mutated BRAF, and AJAY-4, our most potent APE-1 inhibitor. The synergy between AJAY-4 and vemurafenib was not observed in cell lines expressing wild-type B-Raf protein. This synergistic combination may provide a solution to the resistance that develops in tumors treated with B-Raf-targeting drugs.

Keywords

AP endonuclease Abasic sites DNA repair Drug synergy Toxicity 

Abbreviations

AAG

Alkyladenine-DNA glycosylase (aka, MPG)

APE-1

Human apurinic endonuclease-1/redox effector factor-1

BER

Base excision repair

MD

Molecular dynamics

DMSO

Dimethyl sulfoxide

MeLex

Methyl 3-(1-methyl-5-(1-methyl-5-(propylcarbamoyl)-1H-pyrrol-3-ylcarbamoyl)-1H-pyrrol-3-ylamino)-3-oxopropane-1-sulfonate

RMSD

Root mean square deviation

Notes

Acknowledgements

Authors would like to acknowledge the funding support for the laboratory and Center at the University of Pittsburgh from NIH P30DA035778 (XIE), and the receipt of a Development Research Project award (Johnston and Gold) from the University of Pittsburgh Melanoma and Skin Cancer SPORE.

Conflict of interest

The authors declare that they have no conflict of interest.

Supplementary material

12154_2015_131_MOESM1_ESM.docx (849 kb)
ESM 1Synthetic Information and Structure Characterization of AJAY-4 (DOCX 848 kb)
12154_2015_131_MOESM2_ESM.docx (449 kb)
Table 1SStructural of compounds identified from in silico screen and Ki vs. APE-1 endonuclease activity. (DOCX 448 kb)
12154_2015_131_MOESM3_ESM.docx (3 mb)
Fig. 1SThe water-box for molecular dynamics (MD) simulations. The sizes were 62 × 62 × 62 Å3. The whole system (APE-1 and active compound AJAY-4,) contained ~6208 water molecules, 0 sodium ions and 4 chloride ions for a total of ~23071 atoms per periodic cell. MD simulations for 50 ns were performed. (DOCX 3038 kb)
12154_2015_131_MOESM4_ESM.docx (947 kb)
Fig. 2SInhibitors. (a) AJAY-1, IC50: 0.18uM, (b) AJAY-2, IC50: 0.22uM and (c) AJAY-3, IC50: 0.19 μM. His309 and Arg177 formed strong hydrogen bonds with all our four compounds. Tyr171, Asn174 and Asn212 formed weak hydrophilic interactions with these compounds. Phe266 formed strong π-π interaction with all compounds. Trp280 mainly formed hydrophobic interactions with our inhibitors. (DOCX 946 kb)
12154_2015_131_MOESM5_ESM.docx (440 kb)
Fig. 3SMD simulations results for inactive compound AJAY-15: (a) the alignments of AJAY-15 between before MD (orange) and after MD (blue), (b) the distances between AJAY-15 and APE-1. Although this compound matched with our five-point pharmacophore model, it showed no active for APE-1. Based our results, we found that inactive compound AJAY-15 did not form H-bonds with His309, and the distances between inactive compound AJAY-15, and Arg177 and His309 fluctuated significantly during the MS simulations. We suggest that Arg177 and His309 play key roles in the recognitions of inhibitors. (DOCX 439 kb)

References

  1. 1.
    Demple B, Herman T, Chen DS (1991) Cloning and expression of APE, the cDNA encoding the major human apurinic endonuclease: definition of a family of DNA repair enzymes. Proc Natl Acad Sci U S A 88:11450–11454CrossRefGoogle Scholar
  2. 2.
    Lindahl T (1990) Repair of intrinsic DNA lesions. Mutat Res 238:305–311CrossRefGoogle Scholar
  3. 3.
    Hegde ML, Hazra TK, Mitra S (2008) Early steps in the DNA base excision/single-strand interruption repair pathway in mammalian cells. Cell Res 18:27–47CrossRefGoogle Scholar
  4. 4.
    Demple B, Sung JS (2005) Molecular and biological roles of Ape1 protein in mammalian base excision repair. DNA Repair 4:1442–1449CrossRefGoogle Scholar
  5. 5.
    Fritz G, Grösch S, Tomicic M, Kaina B (2003) APE/Ref-1 and the mammalian response to genotoxic stress. Toxicology 193:67–78CrossRefGoogle Scholar
  6. 6.
    Lindahl T, Nyberg B (1972) Rate of depurination of native deoxyribonucleic acid. Biochemistry 11:3610–3618CrossRefGoogle Scholar
  7. 7.
    Loeb LA, Preston BD (1998) Mutagenesis by apurinic/apyrimidinic sites. Annu Rev Genet 20:201–230CrossRefGoogle Scholar
  8. 8.
    Wilson DM III, Thompson LH (1997) Life without DNA repair. Proc Natl Acad Sci U S A 94:2754–12757Google Scholar
  9. 9.
    Xanthoudakis S, Smeyne RJ, Wallace JD, Curran T (1996) The redox/DNA repair protein, Ref-1, is essential for early embryonic development in mice. Proc Natl Acad Sci U S A 93:8919–8923CrossRefGoogle Scholar
  10. 10.
    Mitra S, Izumi T, Boldogh I, Bhakat KK, Chattopadhyay R, Szczesny B (2007) Intracellular trafficking and regulation of mammalian AP-endonuclease 1 (APE1), an essential DNA repair protein. DNA Repair 6:461–469CrossRefGoogle Scholar
  11. 11.
    Kakolyris S, Kaklamanis L, Engels K, Fox SB, Taylor M, Hickson ID, Gatter KC, Harris AL (1998) Human AP endonuclease 1(HAP1) protein expression in breast cancer correlates with lymph node status and angiogenesis. Br J Cancer 77:1169–1173CrossRefGoogle Scholar
  12. 12.
    Herring CJ, West CM, Wilks DP, Davidson SE, Hunter RD, Berry P, Forster G, MacKinnon J, Rafferty JA, Elder RH, Hendry JH, Margison GP (1998) Levels of the DNA repair enzyme human apurinic/apyrimidinic endonuclease (APE1, APEX, Ref-1) are associated with the intrinsic radiosensitivity of cervical cancers. Br J Cancer 78:1128–1133CrossRefGoogle Scholar
  13. 13.
    Xu Y, Moore DH, Broshears J, Liu L, Wilson TM, Kelley MR (1997) The apurinic/apyrimidinic endonuclease (APE/ref-1) DNA repair enzyme is elevated in premalignant and malignant cervical cancer. Anticancer Res 17:3713–3719Google Scholar
  14. 14.
    Moore DH, Michael H, Tritt R, Parsons SH, Kelley MR (2000) Alterations in the expression of the DNA repair/redox enzyme APE/ref-1 in epithelial ovarian cancers. Clin Cancer Res 6:602–609Google Scholar
  15. 15.
    Thomson B, Tritt R, Davis KMR (2001) Histologyspecific expression of a DNA repair protein in pediatric rhabdomyosarcomas. J Pediatr Hematol Oncol 23:234–239CrossRefGoogle Scholar
  16. 16.
    Bobola MS, Blank A, Berger MS, Stevens BA, Silber JR (2001) Apurinic/apyrimidinic endonuclease activity is elevated in human adult gliomas. Clin Cancer Res 7:3510–3518Google Scholar
  17. 17.
    Koukourakis MI, Giatromanolaki A, Kakolyris S, Sivridis E, Georgoulias V, Funtzilas G, Hickson ID, Gatter KC, Harris AL (2001) Nuclear expression of human apurinic/apyrimidinic endonuclease (HAP1/Ref-1) in head-and-neck cancer is associated with resistance to chemoradiotherapy and poor outcome. Int J Radiat Oncol Biol Phys 50:27–36CrossRefGoogle Scholar
  18. 18.
    Luo M, Kelley MR (2004) Inhibition of the human apurinic/apyrimidinic endonuclease (APE1) repair activity and sensitization of breast cancer cells to DNA alkylating agents with lucanthone. Anticancer Res 24:2127–2134Google Scholar
  19. 19.
    Madhusudan S, Smart F, Shrimpton P, Parsons JL, Gardiner L, Houlbrook S, Talbot DC, Hammonds T, Freemont PA, Sternberg MJ, Dianov GL, Hickson ID (2005) Isolation of a small molecule inhibitor of DNA base excision repair. Nucleic Acids Res 33:4711–4724CrossRefGoogle Scholar
  20. 20.
    Zou GM, Maitra A (2008) Small-molecule inhibitor of the AP endonuclease 1/REF-1 E3330 inhibits pancreatic cancer cell growth and migration. Mol Cancer Ther 7:2012–2021CrossRefGoogle Scholar
  21. 21.
    Seiple LA, Cardellina JH II, Akee R, Stivers JT (2008) Potent inhibition of human apurinic/apyrimidinic endonuclease 1 by arylstibonic acids. Mol Pharmacol 73:669–677CrossRefGoogle Scholar
  22. 22.
    Simeonov A, Kulkarni A, Dorjsuren D, Jadhav A, Shen M, McNeill DR, Austin CP, Wilson DM 3rd (2009) Identification and characterization of inhibitors of human apurinic/apyrimidinic endonuclease APE1. PLoS One 4:e5740CrossRefGoogle Scholar
  23. 23.
    Zawahir Z, Dayam R, Deng J, Pereira C, Neamati N (2009) Pharmacophore guided discovery of small-molecule human apurinic/apyrimidinic endonuclease 1 inhibitors. J Med Chem 52:20–32CrossRefGoogle Scholar
  24. 24.
    Nyland RL, Luo M, Kelley MR, Borch RF (2010) Design and synthesis of novel quinone inhibitors targeted to the redox function of apurinic/apyrimidinic endonuclease 1/redox enhancing factor-1 (Ape1/ref-1). J Med Chem 53:1200–1210CrossRefGoogle Scholar
  25. 25.
    Rai G, Vyjayanti VN, Dorjsuren D, Simeonov A, Jadhav A, Wilson DM 3rd, Maloney DJ (2012) Synthesis, biological evaluation, and structure-activity relationships of a novel class of apurinic/apyrimidinic endonuclease 1 inhibitors. J Med Chem 55:3101–3112CrossRefGoogle Scholar
  26. 26.
    Srinivasan A, Wang L, Cline CJ, Xie Z, Sobol RW, Xie XQ, Gold B (2012) Identification and characterization of human apurinic/apyrimidinic endonuclease-1 inhibitors. Biochemistry 51:6246–6259CrossRefGoogle Scholar
  27. 27.
    Fishel ML, Kelley MR (2007) The DNA base excision repair protein Ape1/Ref-1 as a therapeutic and chemopreventative target. Molec Asp Med 28:375–395CrossRefGoogle Scholar
  28. 28.
    McNeill DR, Lam W, DeWeese TL, Cheng YC, Wilson DM 3rd (2009) Impairment of APE1 function enhances cellular sensitivity to clinically relevant alkylators and antimetabolites. Mol Cancer Res 7:897–906CrossRefGoogle Scholar
  29. 29.
    Abbotts R, Madhusudan S (2010) Human AP endonuclease (APE1): from mechanistic insights to druggable target in cancer. Cancer Treat Rev 36:425–435CrossRefGoogle Scholar
  30. 30.
    Chapman PB, Hauschild A, Robert C, Haanen JB, Ascierto P, Larkin J, Dummer R, Garbe C, Testori A, Maio M, Hogg D, Lorigan P, Lebbe C, Jouary T, Schadendorf D, Ribas A, O’Day SJ, Sosman JA, Kirkwood JM, Eggermont AM, Dreno B, Nolop K, Li J, Nelson B, Hou J, Lee RJ, Flaherty KT, McArthur GA, BRIM-3 Study Group (2011) Improved survival with vemurafenib in melanoma with BRAF V600E mutation. N Engl J Med 364:2507–2516CrossRefGoogle Scholar
  31. 31.
    Gorman MA, Morera S, Rothwell DG, de La Fortelle E, Mol CD, Tainer JA, Hickson ID, Freemont PS (1997) The crystal structure of the human DNA repair endonuclease HAP1 suggests the recognition of extra‐helical deoxyribose at DNA abasic sites. EMBO J 16:6548–6558CrossRefGoogle Scholar
  32. 32.
    Mol CD, Izumi T, Mitra S, Tainer JA (2000) DNA-bound structures and mutants reveal abasic DNA binding by APE1 DNA repair and coordination. Nature 403:451–456CrossRefGoogle Scholar
  33. 33.
    Mundle ST, Delaney JC, Essigmann JM, Strauss PR (2008) Enzymatic mechanism of human apurinic/apyrimidinic endonuclease against a THF AP site model substrate. Biochemistry 48:19–26CrossRefGoogle Scholar
  34. 34.
    Kaur G, Cholia RP, Mantha AK, Kumar R (2014) DNA repair and redox activities and inhibitors of apurinic/apyrimidinic endonuclease 1/redox effector factor-1 (APE1/Ref-1): a comparative analysis and their scope and limitations toward anticancer drug development. J Med ChemGoogle Scholar
  35. 35.
    Mohammed MZ, Vyjayanti VN, Laughton CA, Dekker LV, Fischer PM, Wilson DM 3rd, Abbotts R, Shah S, Patel PM, Hickson ID, Madhusudan S (2011) Development and evaluation of human AP endonuclease inhibitors in melanoma and glioma cell lines. Brit J Cancer 104:653–663CrossRefGoogle Scholar
  36. 36.
    Kim YJ, Wilson DM 3rd (2012) Overview of base excision repair biochemistry. Curr Mol Pharmacol 5:3–13CrossRefGoogle Scholar
  37. 37.
    Sen S, Paraggio NA, Gearheart LA, Connor EE, Issa A, Coleman RS, Wilson DM 3rd, Wyatt MD, Berg MA (2005) Effect of protein binding on ultrafast DNA dynamics: characterization of a DNA: APE1 complex. Biophys J 89:4129–4138CrossRefGoogle Scholar
  38. 38.
    Vidal AE, Harkiolaki M, Gallego C, Castillo-Acosta VM, Ruiz-Pérez LM, Wilson K, González-Pacanowska D (2007) Crystal structure and DNA repair activities of the AP Endonuclease from leishmania major. J Mol Biol 373:827–838CrossRefGoogle Scholar
  39. 39.
  40. 40.
    Yeang CH (2010) An integrated analysis of molecular aberrations in NCI-60 cell lines. BMC Bioinf 11:495Google Scholar
  41. 41.
    Li SD, Tagami T, Ho YF, Yeang CH (2011) Deciphering causal and statistical relations of molecular aberrations and gene expressions in NCI-60 cell lines. BMC Syst Biol 5:186CrossRefGoogle Scholar
  42. 42.
    Zhang Y, Chen FX, Mehta P, Gold B (1993) The design of groove and sequence selective alkylation of DNA by sulfonate esters tethered to lexitropsins. Biochemistry 32:7954–7965CrossRefGoogle Scholar
  43. 43.
    Iyer P, Srinivasan A, Singh SK, Mascara GP, Zayitova S, Sidone B, Fouquerel E, Svilar D, Sobol RW, Bobola MS, Silber JR, Gold B (2013) Synthesis and characterization of DNA minor groove binding alkylating agents. Chem Res Toxicol 26:156–68CrossRefGoogle Scholar
  44. 44.
    Ting-chao C (2010) Drug combination studies and their synergy quantification using the Chou-Talalay method. Cancer Res 70:440–446CrossRefGoogle Scholar
  45. 45.
    Corazao-Rozas P, Guerreschi P, Jendoubi M, André F, Jonneaux A, Scalbert C, Garçon G, Malet-Martino M, Balayssac S, Rocchi S, Savina A, Formstecher P, Mortier L, Kluza J, Marchetti P (2013) Mitochondrial oxidative stress is the Achille’s heel of melanoma cells resistant to Braf-mutant inhibitor. Oncotarget 4:1986–1998Google Scholar
  46. 46.
    Yu L, Gao LX, Ma XQ, Hu FX, Li CM, Lu Z (2014) Involvement of superoxide and nitric oxide in BRAF(V600E) inhibitor PLX4032-induced growth inhibition of melanoma cells. Integr Biol 6:1211–1217CrossRefGoogle Scholar
  47. 47.
    Jain AN (1996) Scoring noncovalent protein-ligand interactions: a continuous differentiable function tuned to compute binding affinities. J Comput Aided-Mol De 10:427–440CrossRefGoogle Scholar
  48. 48.
    Chen JZ, Wang J, Xie XQ (2007) GPCR structure-based virtual screening approach for CB2 antagonist search. J Chem Inf Model 47:1626–1637CrossRefGoogle Scholar
  49. 49.
    Feng Z, Alqarni MH, Yang P, Tong Q, Chowdhury A, Wang L, Xie XQ (2014) Modeling, molecular dynamics simulation, and mutation validation for structure of cannabinoid receptor 2 based on known crystal structures of GPCRs. J Chem Inf Model 54:2483–2499CrossRefGoogle Scholar
  50. 50.
    Pedretti A, Villa L, Vistoli G (2002) VEGA: a versatile program to convert, handle and visualize molecular structure on Windows-based PCs. J Mol Graph Model 21:47–49CrossRefGoogle Scholar
  51. 51.
    Søndergaard CR, Olsson MH, Rostkowski M, Jensen JH (2011) Improved treatment of ligands and coupling effects in empirical calculation and rationalization of pKa values. J Chem Theory Comput 7:2284–2295CrossRefGoogle Scholar
  52. 52.
    Anandakrishnan R, Aguilar B, Onufriev AV (2012) H++ 3.0: automating pK prediction and the preparation of biomolecular structures for atomistic molecular modeling and simulations. Nucleic Acids Res 40:W537–W541CrossRefGoogle Scholar
  53. 53.
    Kalé L, Skeel R, Bhandarkar M, Brunner R, Gursoy A, Krawetz N, Phillips J, Shinozaki A, Varadarajan K, Schulten K (1999) NAMD2: greater scalability for parallel molecular dynamics. J Comput Phys 151:283–312CrossRefGoogle Scholar
  54. 54.
    Brooks BR, Bruccoleri RE, Olafson BD (1983) CHARMM: a program for macromolecular energy, minimization, and dynamics calculations. J Comput Chem 4:187–217CrossRefGoogle Scholar
  55. 55.
    MacKerell AD, Bashford D, Bellott M, Dunbrack RL, Evanseck JD, Field MJ, Fischer S, Gao J, Guo H, Ha S, Joseph-McCarthy D, Kuchnir L, Kuczera K, Lau FT, Mattos C, Michnick S, Ngo T, Nguyen DT, Prodhom B, Reiher WE, Roux B, Schlenkrich M, Smith JC, Stote R, Straub J, Watanabe M, Wiórkiewicz-Kuczera J, Yin D, Karplus M (1998) All-atom empirical potential for molecular modeling and dynamics studies of proteins. J Phys Chem B 102:3586–3616CrossRefGoogle Scholar
  56. 56.
    Essmann U, Perera L, Berkowitz ML, Darden T, Lee H, Pedersen LG (1995) A smooth particle mesh Ewald method. J Chem Phys 103:8577–8593CrossRefGoogle Scholar
  57. 57.
    Hsin J, Arkhipov A, Yin Y, Stone JE, Schulten K (2008) Using VMD: an introductory tutorial. Curr Protoc Bioinform Chapter 5, Unit 5.7Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2015

Authors and Affiliations

  1. 1.Department of Pharmaceutical SciencesUniversity of PittsburghPittsburghUSA
  2. 2.Malaria Vaccine Development ProgramNew DelhiIndia

Personalised recommendations