Antigenic Peptide Prediction From E6 and E7 Oncoproteins of HPV Types 16 and 18 for Therapeutic Vaccine Design Using Immunoinformatics and MD Simulation Analysis

被引:52
作者
Jabbar, Basit [1 ]
Rafique, Shazia [1 ]
Salo-Ahen, Outi M. H. [2 ,3 ]
Ali, Amjad [4 ]
Munir, Mobeen [5 ]
Idrees, Muhammad [1 ,6 ]
Mirza, Muhammad Usman [7 ]
Vanmeert, Michiel [7 ]
Shah, Syed Zawar [1 ]
Jabbar, Iqra [8 ]
Rana, Muhammad Adeel [9 ]
机构
[1] Univ Punjab, Ctr Excellence Mol Biol, Lahore, Pakistan
[2] Abo Akad Univ, Struct Bioinformat Lab, Fac Sci & Engn, Biochem, Turku, Finland
[3] Abo Akad Univ, Pharmaceut Sci Lab, Fac Sci & Engn, Pharm, Turku, Finland
[4] Hazara Univ, Dept Genet, Mansehra, Pakistan
[5] Univ Educ Lahore, Div Sci & Technol, Lahore, Pakistan
[6] Hazara Univ, Mansehra, Pakistan
[7] Univ Leuven, Rega Inst Med Res, Dept Pharmaceut & Pharmacol Sci, Med Chem, Leuven, Belgium
[8] Univ Punjab, Sch Biol Sci, Lahore, Pakistan
[9] Quaid I Azam Univ, Dept Microbiol, Islamabad, Pakistan
关键词
binding affinity; computational; epitope prediction; docking; peptide vaccine; human papillomavirus; MHC-I; HUMAN-PAPILLOMAVIRUS TYPE-16; MHC CLASS-I; T-CELL EPITOPES; PROTEIN-STRUCTURE; CRYSTAL-STRUCTURE; CERVICAL-CANCER; HLA-A; IDENTIFICATION; LESIONS; VIRUS;
D O I
10.3389/fimmu.2018.03000
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Human papillomavirus (HPV) induced cervical cancer is the second most common cause of death, after breast cancer, in females. Three prophylactic vaccines by Merck Sharp & Dohme (MSD) and GlaxoSmithKline (GSK) have been confirmed to prevent high-risk HPV strains but these vaccines have been shown to be effective only in girls who have not been exposed to HPV previously. The constitutively expressed HPV oncoproteins E6 and E7 are usually used as target antigens for HPV therapeutic vaccines. These early (E) proteins are involved, for example, in maintaining the malignant phenotype of the cells. In this study, we predicted antigenic peptides of HPV types 16 and 18, encoded by E6 and E7 genes, using an immunoinformatics approach. To further evaluate the immunogenic potential of the predicted peptides, we studied their ability to bind to class I major histocompatibility complex (MHC-I) molecules in a computational docking study that was supported by molecular dynamics (MD) simulations and estimation of the free energies of binding of the peptides at the MHC-I binding cleft. Some of the predicted peptides exhibited comparable binding free energies and/or pattern of binding to experimentally verified MHC-I-binding epitopes that we used as references in MD simulations. Such peptides with good predicted affinity may serve as candidate epitopes for the development of therapeutic HPV peptide vaccines.
引用
收藏
页数:14
相关论文
共 81 条
[1]   The Carboxy Terminus of the Ligand Peptide Determines the Stability of the MHC Class I Molecule H-2Kb: A Combined Molecular Dynamics and Experimental Study [J].
Abualrous, Esam Tolba ;
Saini, Sunil Kumar ;
Ramnarayan, Venkat Raman ;
Ilca, Florin Tudor ;
Zacharias, Martin ;
Springer, Sebastian .
PLOS ONE, 2015, 10 (08)
[2]   MVA E2 recombinant vaccine in the treatment of human papillomavirus infection in men presenting intraurethral flat condyloma - A phase I/II study [J].
Albarran y Carvajal, Antonio ;
de la Garza, Alfonso ;
Cecilio Cruz Quiroz, Benitez Jose ;
Zea, Eduardo Vazquez ;
Estrada, Ismael Diaz ;
Fuentez, Ernesto Mendez ;
Contreras, Mario Lopez ;
Andrade-Manzano, Alejandro ;
Padilla, Santiago ;
Varela, Axel Ramirez ;
Rosales, Ricardo .
BIODRUGS, 2007, 21 (01) :47-59
[3]  
Antunes DA, 2018, ACM-BCB'18: PROCEEDINGS OF THE 2018 ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS, P568, DOI [10.1145/3233547.3233719, 10.1038/s41598-018-22173-4]
[4]   Crystal structure of a non-canonical low-affinity peptide complexed with MHC class I: A new approach for vaccine design [J].
Apostolopoulos, V ;
Yu, MM ;
Corper, AL ;
Teyton, L ;
Pietersz, GA ;
McKenzie, IFC ;
Wilson, IA .
JOURNAL OF MOLECULAR BIOLOGY, 2002, 318 (05) :1293-1305
[5]   Papillomaviruses: a systematic review [J].
Araldi, Rodrigo Pinheiro ;
Reis Assaf, Suely Muro ;
de Carvalho, Rodrigo Franco ;
Caldas Rocha de Carvalho, Marcio Augusto ;
de Souza, Jacqueline Mazzuchelli ;
Magnelli, Roberta Fiusa ;
Modolo, Diego Grando ;
Roperto, Franco Peppino ;
Stocco, Rita de Cassia ;
Becak, Willy .
GENETICS AND MOLECULAR BIOLOGY, 2017, 40 (01) :1-21
[6]   Human papillomavirus type distribution in women from Asia: a meta-analysis [J].
Bao, Y. -P. ;
Li, N. ;
Smith, J. S. ;
Qiao, Y. -L. .
INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2008, 18 (01) :71-79
[7]   The use of bioinformatics for identifying class II-restricted T-cell epitopes [J].
Bian, HJ ;
Reidhaar-Olson, JF ;
Hammer, J .
METHODS, 2003, 29 (03) :299-309
[8]   A review of human carcinogens-Part B: biological agents [J].
Bouvard, Veronique ;
Baan, Robert ;
Straif, Kurt ;
Grosse, Yann ;
Secretan, Beatrice ;
El Ghissassi, Fatiha ;
Benbrahim-Tallaa, Lamia ;
Guha, Neela ;
Freeman, Crystal ;
Galichet, Laurent ;
Cogliano, Vincent .
LANCET ONCOLOGY, 2009, 10 (04) :321-322
[9]  
Bruni L., 2016, HUMAN PAPILLOMAVIRUS
[10]   Analysis of the frequencies of HLA-A, B, and C alleles and haplotypes in the five major ethnic groups of the United States reveals high levels of diversity in these loci and contrasting distribution patterns in these populations [J].
Cao, K ;
Hollenbach, J ;
Shi, XJ ;
Shi, WX ;
Chopek, M ;
Fernández-Viña, MA .
HUMAN IMMUNOLOGY, 2001, 62 (09) :1009-1030