An overview of bioinformatics tools for epitope prediction: Implications on vaccine development

被引:298
作者
Soria-Guerra, Ruth E. [1 ]
Nieto-Gomez, Ricardo [2 ]
Govea-Alonso, Dania O. [2 ]
Rosales-Mendoza, Sergio [2 ]
机构
[1] Univ Autonoma San Luis Potosi, Fac Ciencias Quim, Lab Ingn Biorreactores, Slp 78210, Mexico
[2] Univ Autonoma San Luis Potosi, Fac Ciencias Quim, Lab Biofarmaceut Recombinantes, Slp 78210, Mexico
关键词
Antigenic determinants; Databases; Hypervariable pathogens; Immunological software; Immunoprotection; B-CELL EPITOPES; TAP TRANSPORT EFFICIENCY; ANTIGEN-PROCESSING TAP; CLASS-I BINDING; IMMUNE-RESPONSES; HIV VACCINE; PEPTIDE BINDING; CTL EPITOPES; PROTEIN; DESIGN;
D O I
10.1016/j.jbi.2014.11.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Exploitation of recombinant DNA and sequencing technologies has led to a new concept in vaccination in which isolated epitopes, capable of stimulating a specific immune response, have been identified and used to achieve advanced vaccine formulations; replacing those constituted by whole pathogen-formulations. In this context, bioinformatics approaches play a critical role on analyzing multiple genomes to select the protective epitopes in silico. It is conceived that cocktails of defined epitopes or chimeric protein arrangements, including the target epitopes, may provide a rationale design capable to elicit convenient humoral or cellular immune responses. This review presents a comprehensive compilation of the most advantageous online immunological software and searchable, in order to facilitate the design and development of vaccines. An outlook on how these tools are supporting vaccine development is presented. HIV and influenza have been taken as examples of promising developments on vaccination against hypervariable viruses. Perspectives in this field are also envisioned. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:405 / 414
页数:10
相关论文
共 113 条
  • [1] Proteomics for development of vaccine
    Adamczyk-Poplawska, Monika
    Markowicz, Sergiusz
    Jagusztyn-Krynicka, Elzbieta K.
    [J]. JOURNAL OF PROTEOMICS, 2011, 74 (12) : 2596 - 2616
  • [2] Broad and Cross-Clade CD4+ T-Cell Responses Elicited by a DNA Vaccine Encoding Highly Conserved and Promiscuous HIV-1 M-Group Consensus Peptides
    Almeida, Rafael Ribeiro
    Rosa, Daniela Santoro
    Ribeiro, Susan Pereira
    Santana, Vinicius Canato
    Kallas, Esper Georges
    Sidney, John
    Sette, Alessandro
    Kalil, Jorge
    Cunha-Neto, Edecio
    [J]. PLOS ONE, 2012, 7 (09):
  • [3] Profiling immunity to HIV vaccines with systems biology
    Andersen-Nissen, Erica
    Heit, Antje
    McElrath, M. Juliana
    [J]. CURRENT OPINION IN HIV AND AIDS, 2012, 7 (01) : 32 - 37
  • [4] Impact of cross-protective vaccines on epidemiological and evolutionary dynamics of influenza
    Arinaminpathy, Nimalan
    Ratmann, Oliver
    Koelle, Katia
    Epstein, Suzanne L.
    Price, Graeme E.
    Viboud, Cecile
    Miller, Mark A.
    Grenfell, Bryan T.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (08) : 3173 - 3177
  • [5] Induction of broad cross-subtype-specific HIV-1 immune responses by a novel multivalent HIV-1 peptide vaccine in cynomolgus macaques
    Azizi, Ali
    Anderson, David E.
    Torres, Jose V.
    Ogrel, Andrei
    Ghorbani, Masoud
    Soare, Catalina
    Sandstrom, Paul
    Fournier, Jocelyne
    Diaz-Mitoma, Francisco
    [J]. JOURNAL OF IMMUNOLOGY, 2008, 180 (04) : 2174 - 2186
  • [6] A novel influenza subunit vaccine composed of liposome-encapsulated haemagglutinin/neuraminidase and IL-2 or GM-CSF. I. Vaccine characterization and efficacy studies in mice
    Babai, I
    Samira, S
    Barenholz, Y
    Zakay-Rones, Z
    Kedar, E
    [J]. VACCINE, 1999, 17 (9-10) : 1223 - 1238
  • [7] The SWISS-PROT protein sequence database and its supplement TrEMBL in 2000
    Bairoch, A
    Apweiler, R
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 45 - 48
  • [8] Analysis and prediction of affinity of TAP binding peptides using cascade SVM
    Bhasin, M
    Raghava, GPS
    [J]. PROTEIN SCIENCE, 2004, 13 (03) : 596 - 607
  • [9] Prediction of CTL epitopes using QM, SVM and ANN techniques
    Bhasin, M
    Raghava, GPS
    [J]. VACCINE, 2004, 22 (23-24) : 3195 - 3204
  • [10] A hybrid approach for predicting promiscuous MHC class I restricted T cell epitopes
    Bhasin, Manoi
    Raghava, G. P. S.
    [J]. JOURNAL OF BIOSCIENCES, 2007, 32 (01) : 31 - 42