Exploring the Papillomaviral Proteome to Identify Potential Candidates for a Chimeric Vaccine against Cervix Papilloma Using Immunomics and Computational Structural Vaccinology.

Satyavani Kaliamurthi, Gurudeeban Selvaraj, Sathishkumar Chinnasamy, Qiankun Wang, Asma Sindhoo Nangraj, William Cs Cho, Keren Gu, Dong-Qing Wei
Author Information
  1. Satyavani Kaliamurthi: Center of Interdisciplinary Science-Computational Life Sciences, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, China. satyavani.mkk@haut.edu.cn. ORCID
  2. Gurudeeban Selvaraj: Center of Interdisciplinary Science-Computational Life Sciences, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, China. gurudeeb99@haut.edu.cn. ORCID
  3. Sathishkumar Chinnasamy: The State Key Laboratory of Microbial Metabolism, College of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China. sathishimb@sjtu.edu.cn.
  4. Qiankun Wang: The State Key Laboratory of Microbial Metabolism, College of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China. wangqiankun@sjtu.edu.cn.
  5. Asma Sindhoo Nangraj: The State Key Laboratory of Microbial Metabolism, College of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China. sindhoo_sind@yahoo.com.
  6. William Cs Cho: Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong. williamcscho@gmail.com. ORCID
  7. Keren Gu: Center of Interdisciplinary Science-Computational Life Sciences, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, China. gkr@haut.edu.cn.
  8. Dong-Qing Wei: Center of Interdisciplinary Science-Computational Life Sciences, College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, China. dqwei@sjtu.edu.cn. ORCID

Abstract

The human papillomavirus (HPV) 58 is considered to be the second most predominant genotype in cervical cancer incidents in China. HPV type-restriction, non-targeted delivery, and the highcost of existing vaccines necessitate continuing research on the HPV vaccine. We aimed to explore the papillomaviral proteome in order to identify potential candidates for a chimeric vaccine against cervix papilloma using computational immunology and structural vaccinology approaches. Two overlapped epitope segments (23⁻36) and (29⁻42) from the N-terminal region of the HPV58 minor capsid protein L2 are selected as capable of inducing both cellular and humoral immunity. In total, 318 amino acid lengths of the vaccine construct SGD58 contain adjuvants (Flagellin and RS09), two Th epitopes, and linkers. SGD58 is a stable protein that is soluble, antigenic, and non-allergenic. Homology modeling and the structural refinement of the best models of SGD58 and TLR5 found 96.8% and 93.9% favored regions in Rampage, respectively. The docking results demonstrated a HADDOCK score of -62.5 ± 7.6, the binding energy (-30 kcal/mol) and 44 interacting amino acid residues between SGD58-TLR5 complex. The docked complex are stable in 100 ns of simulation. The coding sequences of SGD58 also show elevated gene expression in with 1.0 codon adaptation index and 59.92% glycine-cysteine content. We conclude that SGD58 may prompt the creation a vaccine against cervix papilloma.

Keywords

References

  1. Virology. 2010 May 25;401(1):70-9 [PMID: 20206957]
  2. CA Cancer J Clin. 2016 Mar-Apr;66(2):115-32 [PMID: 26808342]
  3. Biologics. 2008 Mar;2(1):97-105 [PMID: 19707432]
  4. Biochemistry. 2017 Dec 19;56(50):6565-6574 [PMID: 29168376]
  5. Indian J Sex Transm Dis AIDS. 2011 Jul;32(2):75-85 [PMID: 22021967]
  6. Mol Biol Evol. 2018 Sep 1;35(9):2170-2184 [PMID: 29893911]
  7. Virus Res. 2009 Aug;143(2):195-208 [PMID: 19540281]
  8. Sheng Wu Gong Cheng Xue Bao. 2009 Jul;25(7):1082-7 [PMID: 19835152]
  9. Infect Genet Evol. 2017 Oct;54:402-416 [PMID: 28780192]
  10. Vaccine. 2006 Jun 12;24(24):5235-44 [PMID: 16675074]
  11. Nucleic Acids Res. 2004 Jul 1;32(Web Server issue):W526-31 [PMID: 15215442]
  12. J Gen Virol. 1995 May;76 ( Pt 5):1141-53 [PMID: 7537325]
  13. PLoS Comput Biol. 2008 Apr 04;4(4):e1000048 [PMID: 18389056]
  14. J Immunol. 2001 Dec 15;167(12):7009-16 [PMID: 11739521]
  15. Clin Vaccine Immunol. 2010 Sep;17(9):1315-21 [PMID: 20668141]
  16. Asian Pac J Cancer Prev. 2014;15(17):7333-6 [PMID: 25227838]
  17. J Infect. 2018 Jun;76(6):522-528 [PMID: 29477803]
  18. Nat Biotechnol. 2006 Jul;24(7):817-9 [PMID: 16767078]
  19. Sci Rep. 2017 Jan 20;7:40878 [PMID: 28106112]
  20. PLoS Pathog. 2017 Aug 21;13(8):e1006574 [PMID: 28827825]
  21. Vaccine. 1997 Feb;15(3):248-56 [PMID: 9139482]
  22. Proteins. 2006 Oct 1;65(1):40-8 [PMID: 16894596]
  23. Bioinformatics. 2013 Nov 1;29(21):2808-9 [PMID: 23958731]
  24. J Immunol. 2014 May 1;192(9):4007-11 [PMID: 24748633]
  25. Cell. 2010 Mar 19;140(6):805-20 [PMID: 20303872]
  26. Crit Rev Oncol Hematol. 2016 Jun;102:65-72 [PMID: 27066937]
  27. Protein Sci. 2003 May;12(5):1007-17 [PMID: 12717023]
  28. J Gen Virol. 1996 Jul;77 ( Pt 7):1577-83 [PMID: 8758002]
  29. J Virol. 2003 Apr;77(8):4818-26 [PMID: 12663788]
  30. JAMA. 2007 Feb 28;297(8):813-9 [PMID: 17327523]
  31. J Virol. 2004 Dec;78(24):13447-54 [PMID: 15564455]
  32. J Immunol. 2010 Nov 15;185(10):5677-82 [PMID: 21048152]
  33. Curr Protoc Immunol. 2016 Aug 01;114:18.19.1-18.19.24 [PMID: 27479659]
  34. Hum Vaccin Immunother. 2014;10(2):469-75 [PMID: 24161937]
  35. BMC Infect Dis. 2017 Mar 23;17(1):226 [PMID: 28335818]
  36. Immunity. 1994 Dec;1(9):751-61 [PMID: 7895164]
  37. Hum Immunol. 2007 Jun;68(6):550-9 [PMID: 17509456]
  38. J Immunother. 2000 Mar-Apr;23(2):255-66 [PMID: 10746552]
  39. Trends Genet. 2000 Jun;16(6):276-7 [PMID: 10827456]
  40. Vaccine. 2018 Aug 6;36(32 Pt A):4792-4799 [PMID: 29361344]
  41. Acta Crystallogr D Biol Crystallogr. 2004 Aug;60(Pt 8):1355-63 [PMID: 15272157]
  42. Trends Immunol. 2003 Oct;24(10):528-33 [PMID: 14552836]
  43. Proteins. 2003 Feb 15;50(3):437-50 [PMID: 12557186]
  44. PLoS Comput Biol. 2012;8(12):e1002829 [PMID: 23300419]
  45. Cancer Immunol Immunother. 2012 Sep;61(9):1485-92 [PMID: 22684521]
  46. Cancer Med. 2018 Jul;7(7):3492-3500 [PMID: 29851256]
  47. MMWR Morb Mortal Wkly Rep. 2010 May 28;59(20):626-9 [PMID: 20508593]
  48. BMC Public Health. 2013 Jul 30;13:696 [PMID: 23898889]
  49. Hum Vaccin Immunother. 2013 May;9(5):1084-92 [PMID: 23377752]
  50. Expert Rev Vaccines. 2014 Feb;13(2):247-55 [PMID: 24350614]
  51. Expert Rev Vaccines. 2016 Jul;15(7):853-62 [PMID: 26901354]
  52. BMC Bioinformatics. 2007 Sep 26;8:361 [PMID: 17897458]
  53. BMC Bioinformatics. 2008 Jan 23;9:40 [PMID: 18215316]
  54. MMWR Morb Mortal Wkly Rep. 2011 Dec 23;60(50):1705-8 [PMID: 22189893]
  55. Mol Biosyst. 2014 Feb;10(2):281-93 [PMID: 24291818]
  56. Viruses. 2017 Nov 10;9(11): [PMID: 29125554]
  57. Interdiscip Sci. 2018 Jun;10(2):251-260 [PMID: 27640170]
  58. BMC Bioinformatics. 2007 Jan 05;8:4 [PMID: 17207271]
  59. Biologics. 2018 Oct 02;12:107-125 [PMID: 30323556]
  60. J Biol Chem. 2003 Apr 4;278(14):12546-53 [PMID: 12560332]
  61. PLoS One. 2018 May 1;13(5):e0196484 [PMID: 29715318]
  62. Hum Immunol. 2007 Nov;68(11):928-33 [PMID: 18082574]
  63. PLoS One. 2013 Jul 19;8(7):e69648 [PMID: 23894517]
  64. BMC Infect Dis. 2018 May 3;18(1):204 [PMID: 29724192]
  65. Nucleic Acids Res. 2017 Jan 4;45(D1):D158-D169 [PMID: 27899622]
  66. Exp Ther Med. 2018 Jan;15(1):412-418 [PMID: 29375696]
  67. Immunol Lett. 2004 Apr 15;92(3):259-68 [PMID: 15081621]
  68. Appl Microbiol Biotechnol. 2016 Jan;100(1):215-25 [PMID: 26394862]
  69. Int J Immunogenet. 2006 Dec;33(6):439-45 [PMID: 17117954]
  70. Int J Gynecol Cancer. 2008 Mar-Apr;18(2):300-5 [PMID: 17587322]
  71. Nucleic Acids Res. 2015 Jan;43(Database issue):D405-12 [PMID: 25300482]
  72. J Mol Biol. 2016 Feb 22;428(4):720-725 [PMID: 26410586]
  73. Virol J. 2018 May 25;15(1):94 [PMID: 29801461]
  74. Acta Biochim Pol. 2014;61(3):531-9 [PMID: 25273564]
  75. J Immunol. 2009 Nov 15;183(10):6186-97 [PMID: 19864596]
  76. Science. 2012 Feb 17;335(6070):859-64 [PMID: 22344444]
  77. Medicine (Baltimore). 2017 Jul;96(29):e7304 [PMID: 28723743]
  78. Cancer Med. 2017 Jan;6(1):12-25 [PMID: 27998015]
  79. Nucleic Acids Res. 2007 Jul;35(Web Server issue):W407-10 [PMID: 17517781]
  80. Vaccine. 2007 Jan 8;25(4):763-75 [PMID: 16968658]
  81. Med Sci Monit. 2018 Feb 14;24:912-918 [PMID: 29440629]
  82. Biotechnol Adv. 2015 Jan-Feb;33(1):155-164 [PMID: 25450191]
  83. Bioinformatics. 2009 Sep 1;25(17):2200-7 [PMID: 19549632]
  84. Radiother Oncol. 2013 Sep;108(3):397-402 [PMID: 23830197]
  85. PLoS One. 2012;7(2):e30839 [PMID: 22363498]
  86. Nucleic Acids Res. 2012 Jul;40(Web Server issue):W294-7 [PMID: 22649060]
  87. Lancet Oncol. 2015 May;16(5):e217-25 [PMID: 25943066]
  88. Vaccine. 2004 Aug 13;22(23-24):3195-204 [PMID: 15297074]
  89. Nat Rev Immunol. 2009 Apr;9(4):287-93 [PMID: 19247370]
  90. J Virol. 2008 Jun;82(11):5190-7 [PMID: 18367526]
  91. Pharm Biotechnol. 1995;6:277-96 [PMID: 7551221]
  92. Nucleic Acids Res. 2011 Jul;39(Web Server issue):W254-60 [PMID: 21666259]
  93. J Clin Lab Anal. 2018 Oct;32(8):e22581 [PMID: 29862560]
  94. Bioinformatics. 2014 Mar 15;30(6):846-51 [PMID: 24167156]
  95. J Virol. 2007 Nov;81(21):11585-92 [PMID: 17715230]
  96. Virology. 2013 Oct;445(1-2):175-86 [PMID: 23689062]
  97. MMWR Morb Mortal Wkly Rep. 2015 Mar 27;64(11):300-4 [PMID: 25811679]
  98. Curr Pharm Des. 2018;24(32):3791-3817 [PMID: 30398106]
  99. Protein Eng. 1995 Feb;8(2):127-34 [PMID: 7630882]
  100. Am Fam Physician. 2018 Apr 1;97(7):441-448 [PMID: 29671553]
  101. J Mol Model. 2014 Jun;20(6):2278 [PMID: 24878803]
  102. Interdiscip Sci. 2018 Mar;10(1):195-204 [PMID: 29094320]
  103. J Biomed Sci. 2010 Nov 22;17:88 [PMID: 21092195]
  104. Biomed Res Int. 2017;2017:8727434 [PMID: 28948171]
  105. Proc Natl Acad Sci U S A. 2008 Apr 15;105(15):5850-5 [PMID: 18413606]
  106. Vaccine. 2014 Jun 12;32(28):3540-7 [PMID: 24780250]
  107. Immunol Cell Biol. 2009 May-Jun;87(4):287-99 [PMID: 19421199]
  108. APMIS. 2017 Aug;125(8):708-716 [PMID: 28543911]
  109. Vaccine. 2014 May 19;32(24):2896-903 [PMID: 24583006]
  110. Proc Natl Acad Sci U S A. 2006 Jan 31;103(5):1522-7 [PMID: 16432208]
  111. Clin Cancer Res. 2008 Jan 1;14(1):169-77 [PMID: 18172268]
  112. Biol Direct. 2013 Dec 05;8:30 [PMID: 24304645]
  113. Mol Biol Evol. 2016 Jul;33(7):1870-4 [PMID: 27004904]
  114. Virology. 2011 Jan 20;409(2):348-59 [PMID: 21074234]
  115. Nat Rev Drug Discov. 2007 May;6(5):404-14 [PMID: 17473845]
  116. Infect Agent Cancer. 2018 Nov 26;13:37 [PMID: 30505342]
  117. Protein Sci. 1993 Sep;2(9):1511-9 [PMID: 8401235]
  118. Arch Virol. 2018 Jan;163(1):65-72 [PMID: 28983744]
  119. Proteins. 2013 Mar;81(3):415-25 [PMID: 23042613]
  120. Curr Opin Immunol. 2016 Aug;41:85-90 [PMID: 27392183]
  121. J Biol Chem. 2004 Feb 13;279(7):5667-75 [PMID: 14634022]
  122. Virology. 1995 Aug 1;211(1):204-8 [PMID: 7544045]
  123. Virol J. 2014 Dec 07;11:202 [PMID: 25481842]
  124. BMC Cancer. 2018 Jan 30;18(1):112 [PMID: 29382323]
  125. Curr Opin Immunol. 2003 Aug;15(4):396-401 [PMID: 12900270]

Grants

  1. 2016YFA0501703/Ministry of Science and Technology of the People's Republic of China
  2. 162300410060/Natural Science Foundation of Henan Province
  3. 21450004/Henan University of Technology
  4. 2018M632766/China Postdoctoral Science Foundation

MeSH Term

Adjuvants, Immunologic
Antibodies, Viral
Cervix Uteri
Computational Biology
Epitopes
Female
Genotype
Humans
Oncogene Proteins, Viral
Papillomaviridae
Papillomavirus Infections
Papillomavirus Vaccines
Proteome
Vaccinology

Chemicals

Adjuvants, Immunologic
Antibodies, Viral
Epitopes
Oncogene Proteins, Viral
Papillomavirus Vaccines
Proteome

Word Cloud

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