Cargando…
Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach
Despite the wealth of information regarding genetics of the causative parasite and experimental immunology of the cutaneous leishmaniasis, there is currently no licensed vaccine against it. In the current study, a two-level data mining strategy was employed, to screen the Leishmania major genome for...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670862/ https://www.ncbi.nlm.nih.gov/pubmed/26681959 http://dx.doi.org/10.1155/2015/709216 |
_version_ | 1782404314570948608 |
---|---|
author | Singh, Satarudra Prakash Roopendra, Kriti Mishra, Bhartendu Nath |
author_facet | Singh, Satarudra Prakash Roopendra, Kriti Mishra, Bhartendu Nath |
author_sort | Singh, Satarudra Prakash |
collection | PubMed |
description | Despite the wealth of information regarding genetics of the causative parasite and experimental immunology of the cutaneous leishmaniasis, there is currently no licensed vaccine against it. In the current study, a two-level data mining strategy was employed, to screen the Leishmania major genome for promising vaccine candidates. First, we screened a set of 25 potential antigens from 8312 protein coding sequences, based on presence of signal peptides, GPI anchors, and consensus antigenicity predictions. Second, we conducted a comprehensive immunogenic analysis of the 25 antigens based on epitopes predicted by NetCTL tool. Interestingly, results revealed that candidate antigen number 1 (LmjF.03.0550) had greater number of potential T cell epitopes, as compared to five well-characterized control antigens (CSP-Plasmodium falciparum, M1 and NP-Influenza A virus, core protein-Hepatitis B virus, and PSTA1-Mycobacterium tuberculosis). In order to determine an optimal set of epitopes among the highest scoring predicted epitopes, the OptiTope tool was employed for populations susceptible to cutaneous leishmaniasis. The epitope (127SLWSLLAGV) from antigen number 1, found to bind with the most prevalent allele HLA-A⁎0201 (25% frequency in Southwest Asia), was predicted as most immunogenic for all the target populations. Thus, our study reasserts the potential of genome-wide screening of pathogen antigens and epitopes, for identification of promising vaccine candidates. |
format | Online Article Text |
id | pubmed-4670862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-46708622015-12-17 Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach Singh, Satarudra Prakash Roopendra, Kriti Mishra, Bhartendu Nath J Trop Med Research Article Despite the wealth of information regarding genetics of the causative parasite and experimental immunology of the cutaneous leishmaniasis, there is currently no licensed vaccine against it. In the current study, a two-level data mining strategy was employed, to screen the Leishmania major genome for promising vaccine candidates. First, we screened a set of 25 potential antigens from 8312 protein coding sequences, based on presence of signal peptides, GPI anchors, and consensus antigenicity predictions. Second, we conducted a comprehensive immunogenic analysis of the 25 antigens based on epitopes predicted by NetCTL tool. Interestingly, results revealed that candidate antigen number 1 (LmjF.03.0550) had greater number of potential T cell epitopes, as compared to five well-characterized control antigens (CSP-Plasmodium falciparum, M1 and NP-Influenza A virus, core protein-Hepatitis B virus, and PSTA1-Mycobacterium tuberculosis). In order to determine an optimal set of epitopes among the highest scoring predicted epitopes, the OptiTope tool was employed for populations susceptible to cutaneous leishmaniasis. The epitope (127SLWSLLAGV) from antigen number 1, found to bind with the most prevalent allele HLA-A⁎0201 (25% frequency in Southwest Asia), was predicted as most immunogenic for all the target populations. Thus, our study reasserts the potential of genome-wide screening of pathogen antigens and epitopes, for identification of promising vaccine candidates. Hindawi Publishing Corporation 2015 2015-11-23 /pmc/articles/PMC4670862/ /pubmed/26681959 http://dx.doi.org/10.1155/2015/709216 Text en Copyright © 2015 Satarudra Prakash Singh et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Singh, Satarudra Prakash Roopendra, Kriti Mishra, Bhartendu Nath Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title | Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title_full | Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title_fullStr | Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title_full_unstemmed | Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title_short | Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach |
title_sort | genome-wide prediction of vaccine candidates for leishmania major: an integrated approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670862/ https://www.ncbi.nlm.nih.gov/pubmed/26681959 http://dx.doi.org/10.1155/2015/709216 |
work_keys_str_mv | AT singhsatarudraprakash genomewidepredictionofvaccinecandidatesforleishmaniamajoranintegratedapproach AT roopendrakriti genomewidepredictionofvaccinecandidatesforleishmaniamajoranintegratedapproach AT mishrabhartendunath genomewidepredictionofvaccinecandidatesforleishmaniamajoranintegratedapproach |