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Are Pro8/Pro18 really critical for functional dynamic behavior of human endostatin N-terminal peptide? A comparative molecular dynamics study

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Abstract

Endostatin which is derived from the non-collagenous domain 1 of collagen XVIII and is a recently identified broad spectrum anti-angiogenesis agent, inhibits 65 different tumor types. The N-terminal fragment of endostatin protein (ES) has the same antitumor, antimigration and antipermeability effects as the entire protein. In the current study, we modeled two mutant variants of ES with two mutation sites (M1-ES (Pro8 → Ala) and M2-ES (Pro18 → Ala)) and tried to understand proline’s effect on the peptide structure/stability by introducing P8A/P18A mutations, and then in order to gain functional insight into mutation caused by amino acid substitution to the peptide structure/function, these effects were predicted using computational tools. From the RMSD analyses, it can be concluded that dynamic behavior of wild-type and mutant structures was not significantly different from each other and all systems reached equilibrium. The RMSF analysis also revealed that the M2-ES has smaller overall flexibility than the WT-ES and M1-ES structures. The radius of gyration analysis then confirmed the structure of M2-ES compared to wild-type and M1 variant becomes more compact during simulation of our systems. Finally, molecular dynamics simulation analysis shows that replacement of Pro residue with Ala is able to induce a distinct β-sheet in both mutant structures. Indeed, the docking analysis shows the WT-ES and M2-ES bind to the same region of αvβ3 integrin, suggesting similar interaction pattern with a relatively equal binding energy into this receptor. Our results speculated that the P8A/P18A replacements confer no improvement (or no tangible weakness) in the peptide biological activity although is able to change structural conformation of N-terminal fragment of human endostatin protein.

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References

  1. H. Rasouli, S. Parvaneh, A. Mahnam, M. Rastegari-Pouyani, Z. Hoseinkhani, K. Mansouri, Int. J. Biol. Macromol. 96, 118–128 (2017)

    Article  CAS  Google Scholar 

  2. H. Rasouli, L. Mahamed-Khosroushahi, K. Mansouri, J. Rep. Pharm. Sci. 3, 17–18 (2014)

    Google Scholar 

  3. K. Mansouri, A. Mostafie, D. Rezazadeh, M. Shahlaei, M.H. Modarressi, Hum. Mol. Genet. 25, 233–244 (2016)

    Article  CAS  Google Scholar 

  4. S. Pieraccini, M. Sironi, P. Francescato, G. Speranza, L.M. Vicentini, P. Manitto, Phys. Chem. Chem. Phys. 8, 3066 (2006)

    Article  CAS  Google Scholar 

  5. D. Hanahan, J. Folkman, Cell 86, 353 (1996)

    Article  CAS  Google Scholar 

  6. X. Qi, Y. Liu, W. Wei, X. Huang, Y. Zuo, Biomed. Rep. 1, 761 (2013)

    CAS  Google Scholar 

  7. P.H.M. Torres, G.L.S.C. Sousa, P.G. Pascutti, Proteins 79, 2684 (2011)

    Article  CAS  Google Scholar 

  8. M. Shichiri, Y. Hirata, FASEB J. 15, 1044 (2001)

    Article  CAS  Google Scholar 

  9. S. Tjin Tham, Robert M. Satchi-Fainaro, A.E.B. Ronit, V.M.S. Ramanujam, J. Folkman, K. Javaherian, Cancer Res. 65, 3656 (2005)

    Article  Google Scholar 

  10. M.G. Cattaneo, S. Pola, P. Francescato, F. Chillemi, L.M. Vicentini, Exp. Cell Res. 283, 230 (2003)

    Article  CAS  Google Scholar 

  11. M.P. Williamson, Biochem. J. 297, 249 (1994)

    Article  CAS  Google Scholar 

  12. A.A. Morgan, E. Rubenstein, PLoS ONE 8, e53785 (2013)

    Article  CAS  Google Scholar 

  13. H. Yamaguchi, J.N. Muth, M. Varadi, A. Schwartz, G. Varadi, Proc. Natl. Acad. Sci. USA 96, 1357 (1999)

    Article  CAS  Google Scholar 

  14. M.W. MacArthur, J.M. Thornton, J. Mol. Biol. 218, 397 (1991)

    Article  CAS  Google Scholar 

  15. M. Levitt, J. Mol. Biol. 145, 251 (1981)

    Article  CAS  Google Scholar 

  16. C. M Deber, B. Brodsky, A. Rath, eLS, 1 (2010)

  17. D.J.A. Roderer, M.A. Schärer, M. Rubini, R. Glockshuber, Nature 5, 11840 (2015)

    Google Scholar 

  18. X. Robert, P. Gouet, Nucleic Acids Res. 42, W320 (2014)

    Article  CAS  Google Scholar 

  19. M. Mehrabi, R. Khodarahmi, M. Shahlaei, J. Biomol. Struct. Dyn. 21, 1–60 (2016). [Epub ahead of print]

    Google Scholar 

  20. R. De Paris, C.V. Quevedo, D.D. Ruiz, O.N. de Souza, R.C. Barros, Comput. Intell. Neurosci. 15, 1 (2015)

    Article  CAS  Google Scholar 

  21. Y.-H. Ding, K. Javaherian, K.-M. Lo, R. Chopra, T. Boehm, J. Lanciotti, B.A. Harris, Y. Li, R. Shapiro, E. Hohenester, R. Timpl, J. Folkman, D.C. Wiley, Proc. Natl. Acad. Sci. USA 95, 10443 (1998)

    Article  CAS  Google Scholar 

  22. A. Fiser, R.K. Do, A. Sali, Protein Sci. 9, 1753 (2000)

    Article  CAS  Google Scholar 

  23. G. Ratnavali, N. Devi, K. Sri, J. Raju, B. Sirisha, R. Kavitha, Ann. Biol. Res. 2, 114 (2011)

    CAS  Google Scholar 

  24. N. Eswar, D. Eramian, B. Webb, MY. Shen, A. Sali, Methods Mol Biol. 426, 145 (2008)

    Article  CAS  Google Scholar 

  25. R.A. Laskowski, M.W. MacArthur, D.S. Moss, J.M. Thornton, J. Appl. Crystallogr. 26, 283 (1993)

    Article  CAS  Google Scholar 

  26. C. Colovos, T.O. Yeates, Protein Sci. 2, 1511 (1993)

    Article  CAS  Google Scholar 

  27. B. Hess, J. Chem. Theory Comput. 4, 116 (2008)

    Article  CAS  Google Scholar 

  28. G. Bussi, D. Donadio, M. Parrinello, J. Chem. Phys. 126, 1 (2007)

    Article  Google Scholar 

  29. M. Parrinello, A. Rahman, J. Appl. Phys. 52, 7182 (1981)

    Article  CAS  Google Scholar 

  30. T. Darden, D. York, L. Pedersen, J. Chem. Phys. 98, 10089 (1993)

    Article  CAS  Google Scholar 

  31. D.E. Tanner, K.-Y. Chan. J. C. Phillips, K. Schulten. J. Chem. Theory Comput. 7, 3635 (2011)

    Article  CAS  Google Scholar 

  32. M.Ø. Jensen, T.R. Jensen, K. Kjaer, T. Bjørnholm, O.G. Mouritsen, G.H. Peters, Biophys. J. 83, 98 (2002)

    Article  CAS  Google Scholar 

  33. M. Shahlaei, B. Rahimi, M.R. Ashrafi-Koosh, K. Sadrjavadi, R. Khodarahmi, J. Lumin. 158, 91 (2015)

    Article  CAS  Google Scholar 

  34. W. Kabsch, C. Sander, Biopolymers 22, 2577 (1983)

    Article  CAS  Google Scholar 

  35. T.J. Dolinsky, P. Czodrowski, H. Li, J.E. Nielsen, G. Klebe, N.A. Baker, Nucleic Acids Res. 35, W522 (2007)

    Article  Google Scholar 

  36. N.A. Baker, D. Sept, S. Joseph, M.J. Holst, J.A. McCammon, Proc. Natl. Acad. Sci. USA 98, 10037 (2001)

    Article  CAS  Google Scholar 

  37. K. Lee, Int. J. Mol. Sci. 9, 65 (2008)

    Article  CAS  Google Scholar 

  38. H. Rasouli, S. Hosseini-Ghazvini, H.R. Adibi, Khodarahmi, Food Funct. 1 (2017)

  39. J.B. Ghasemi, E. Nazarshodeh, H. Abedi, J. Iran Chem. Soc. 12, 1789 (2015)

    Article  CAS  Google Scholar 

  40. S.R. Comeau, D.W. Gatchell, S. Vajda, C.J. Camacho, Bioinformatics 20, 45 (2004)

    Article  CAS  Google Scholar 

  41. A. Rakhmetov, S.P. Lee, D. Grebinyk, L. Ostapchenko, H.Z. Chae, J. Appl. Pharm. Sci. 5, 8011 (2015)

    Google Scholar 

  42. J.-P. Xiong, B. Mahalingham, J.L. Alonso, L.A. Borrelli, X. Rui, S. Anand, B.T. Hyman, T. Rysiok, D. Müller-Pompalla, S.L. Goodman, M.A. Arnaout, J. Cell Biol. 186, 589 (2009)

    Article  CAS  Google Scholar 

  43. R.A. Laskowski, Nucleic Acids Res. 29, 221 (2001)

    Article  CAS  Google Scholar 

  44. A. Elengoe, M. Abu Naser, S. Hamdan, Int. J. Mol. Sci. 15, 6797 (2014)

    Article  Google Scholar 

  45. U.B. Sonavane, S.K. Ramadugu, R.R. Joshi, J. Biomol. Struct. Dyn. 26, 203 (2008)

    Article  CAS  Google Scholar 

  46. M. Sekijima, C. Motono, S. Yamasaki, K. Kaneko, Y. Akiyama, Biophys. J. 85, 1176 (2003)

    Article  CAS  Google Scholar 

  47. D. van der Spoel, H.J. Vogel, H.J.C. Berendsen, Proteins Struct. Funct. Genet. 24, 450 (1996)

    Article  Google Scholar 

  48. N.S.F. Mazlan, N.B.A. Khairudin, J. Biomol. Struct. Dyn. 34, 1486 (2015)

    Article  Google Scholar 

  49. M.Y. Lobanov, N.S. Bogatyreva, O.V. Galzitskaya, Mol. Biol. 42, 623 (2008)

    Article  CAS  Google Scholar 

  50. H.-L. Liu, Y.-C. Wu, J.-H. Zhao, H.-W. Fang, Y. Ho, J. Biomol. Struct. Dyn. 24, 229 (2006)

    Article  CAS  Google Scholar 

  51. S. Dalal, A. Mhashal, N. Kadoo, S.M. Gaikwad, J. Biomol. Struct. Dyn. 35, 330 (2016)

    Article  Google Scholar 

  52. R.E. Hubbard, K.H. Muhammad, Encyclopedia of Life Sciences (Wiley, Chichester, 2010)

    Google Scholar 

  53. S. Stahl, S. Gaetzner, T.D. Mueller, U. Felbor, Genes Cells 10, 929 (2005)

    Article  CAS  Google Scholar 

  54. P.K. Weiner, R. Langridge, J.M. Blaney, R. Schaefer, P.A. Kollman, Proc. Natl. Acad. Sci. USA 79, 3754 (1982)

    Article  CAS  Google Scholar 

  55. C. Carvalho, D. Vlachakis, G. Tsiliki, V. Megalooikonomou, S. Kossida, Peer J. 1, e185 (2013)

    Article  Google Scholar 

  56. A.-B. H. Mekky. H. G. Elhaes. M. M. El-Okr, M. A. Ibrahim, J. Nanomater. Mol. Nanotechnol. 2015 (2015)

  57. Z. Zhe, W. Shawn, A. Emil, Phys. Biol. 8, 035001 (2011)

    Article  Google Scholar 

  58. X.-Y. Meng, H.-X. Zhang, M. Mezei, M. Cui, Curr. Comput. Aided Drug Des. 7, 146 (2011)

    Article  CAS  Google Scholar 

  59. B.J. McConkey, V. Sobolev, M. Edelman, Curr. Sci. 83, 845 (2002)

    CAS  Google Scholar 

  60. R.C. Turaga, L. Yin, J.J. Yang, H. Lee, I. Ivanov, C. Yan, H. Yang, H.E. Grossniklaus, S. Wang, C. Ma, L. Sun, R. Liu, Nature 7, 11675 (2016)

    CAS  Google Scholar 

  61. R.O. Hynes, Cell 110, 673 (2002)

    Article  CAS  Google Scholar 

  62. R. Chamani, S.M. Asghari, A.M. Alizadeh, K. Mansouri, T. Doroudi, P.H. Kolivand, H. Ghafouri, S. Ehtesham, H. Rabouti, F. Mehrnejad, Biochim. Biophys. Acta (BBA)-Proteins Proteom. 1864, 1765 (2016)

    Article  CAS  Google Scholar 

  63. R. Chamani, S.M. Asghari, A.M. Alizadeh, S. Eskandari, K. Mansouri, R. Khodarahmi, M. Taghdir, Z. Heidari, A. Gorji, A. Aliakbar, B. Ranjbar, K. Khajeh, Vasc. Pharmacol. 72, 73 (2016)

    Article  Google Scholar 

  64. C. Faye, C. Moreau, E. Chautard, R. Jetne, N. Fukai, F. Ruggiero, M.J. Humphries, B.R. Olsen, S. Ricard-Blum, J. Biol. Chem. 284, 22029 (2009)

    Article  CAS  Google Scholar 

  65. N.M. Pandya, N.S. Dhalla, D.D. Santani, Vasc. Pharmacol. 44, 265 (2006)

    Article  CAS  Google Scholar 

  66. N. Yamaguchi, B. Anand-Apte, M. Lee, T. Sasaki, N. Fukai, R. Shapiro, I. Que, C. Lowik, R. Timpl, B. Oslen, EMBO J. 18, 4414 (1999)

    Article  CAS  Google Scholar 

  67. S.A. Wickström, K. Alitalo, J. Keski-Oja, Adv. Cancer Res. 94, 197 (2005)

    Article  Google Scholar 

  68. M.S. O’Reilly, T. Boehm, Y. Shing, N. Fukai, G. Vasios, W.S. Lane, E. Flynn, J.R. Birkhead, B.R. Olsen, J. Folkman, Cell 88, 277 (1997)

    Article  Google Scholar 

  69. S.A. Wickström, K. Alitalo, J. Keski-Oja, J. Biol. Chem. 279, 20178 (2004)

    Article  Google Scholar 

  70. M. Rehn, T. Veikkola, E. Kukk-Valdre, H. Nakamura, M. Ilmonen, C.R. Lombardo, T. Pihlajaniemi, K. Alitalo, K. Vuori, Proc. Natl. Acad. Sci. USA 98, 1024 (2001)

    Article  CAS  Google Scholar 

  71. A.K. Olsson, I. Johansson, H. Åkerud, B. Einarsson, R. Christofferson, T. Sasaki, R. Timpl, L. Claesson-Welsh, Cancer Res. 64, 9012 (2004)

    Article  CAS  Google Scholar 

  72. S.P. Balasubramanian, S.S. Cross, J. Globe, A. Cox, N.J. Brown, M.W. Reed, BMC Cancer 7, 1 (2007)

    Article  Google Scholar 

  73. A. Abdollahi, L. Hlatky, P.E. Huber, Drug Resist. Update 8, 59 (2005)

    Article  CAS  Google Scholar 

  74. A. Kolozsi, A. Jancsó, N.V. Nagy, T. Gajda, J. Inorg. Biochem. 103, 940 (2009)

    Article  CAS  Google Scholar 

  75. K. Javaherian, T.-Y. Lee, R.M. Tjin Tham Sjin, D.E. Parris, L. Hlatky, Dose Response 9, 369 (2011)

    Article  CAS  Google Scholar 

  76. A.M. Thayer, Chem. Eng. News 89, 13 (2011)

    Google Scholar 

  77. C. Borghouts, C. Kunz, B. Groner, J. Pept. Sci. 11, 713 (2005)

    Article  CAS  Google Scholar 

  78. A. Zambrowicz, M. Timmer, A. Polanowski, G. Lubec, T. Trziszka, Amino Acids 44, 315 (2013)

    Article  CAS  Google Scholar 

  79. J. Thundimadathil, J. Amino Acids 2012, 1 (2012)

    Article  Google Scholar 

  80. C.G.P. Doss, B. Rajith, N. Garwasis, P.R. Mathew, A.S. Raju, K. Apoorva, D. William, N. Sadhana, T. Himani, I. Dike, Appl. Transl. Genom. 1, 37 (2012)

    Article  CAS  Google Scholar 

  81. M. Hacke, T. Gruber, C. Schulenburg, J. Balbach, U. Arnold, FEBS J. 280, 4454 (2013)

    Article  CAS  Google Scholar 

  82. A.K. Jha, A. Colubri, M.H. Zaman, S. Koide, T.R. Sosnick, K.F. Freed, Biochemistry 44, 9691 (2005)

    Article  CAS  Google Scholar 

  83. V. Vieille, G.J. Zeikus, Microbiol. Mol. Biol. Rev. 65, 1 (2001)

    Article  CAS  Google Scholar 

  84. W.J. Wedemeyer, E. Welker, H.A. Scheraga, Biochemistry 41, 14637 (2002)

    Article  CAS  Google Scholar 

  85. T.F. Huang, Cell. Mol. Life Sci. 54, 527 (1998)

    Article  CAS  Google Scholar 

  86. L.A. Calderon, J.C. Sobrinho, D.K. Zaqueo, A.A. De Moura, A.N. Grabner, M.V. Mazzi, S. Marcussi, A. Nomizo, C.F.C. Fernandes, J.P. Zuliani, B.M.N. Carvalho, S.L. da Silva, R.G. Stábeli, A.M. Soares, BioMed. Res. Int. 1, 1 (2014)

    Article  Google Scholar 

  87. Z. Liu, F. Wang, X. Chen, Drug Dev. Res. 69, 329 (2008)

    Article  CAS  Google Scholar 

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Acknowledgements

We thank the Research Council of Kermanshah University of Medical Sciences (KUMS) for financial support of this investigation (Grant No. 95303). We specially thank Mrs. Shirin Valizadeh for her gracious helps in the time of reviewing and revising of this article. Effective, instructive and invaluable comments provided by the respectful editor and anonymous reviewers are gratefully acknowledged.

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Rasouli, H., Mehrabi, M., Arab, S.S. et al. Are Pro8/Pro18 really critical for functional dynamic behavior of human endostatin N-terminal peptide? A comparative molecular dynamics study. J IRAN CHEM SOC 14, 2023–2039 (2017). https://doi.org/10.1007/s13738-017-1140-y

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