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...

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Published in:Journal of Tropical Medicine
Main Authors: Satarudra Prakash Singh, Kriti Roopendra, Bhartendu Nath Mishra
Format: Article in Journal/Newspaper
Language:English
Published: Hindawi Limited 2015
Subjects:
Online Access:https://doi.org/10.1155/2015/709216
https://doaj.org/article/bd7396bf18e546cc90cd2d39b419c6ea
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spelling ftdoajarticles:oai:doaj.org/article:bd7396bf18e546cc90cd2d39b419c6ea 2023-05-15T15:08:53+02:00 Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach Satarudra Prakash Singh Kriti Roopendra Bhartendu Nath Mishra 2015-01-01T00:00:00Z https://doi.org/10.1155/2015/709216 https://doaj.org/article/bd7396bf18e546cc90cd2d39b419c6ea EN eng Hindawi Limited http://dx.doi.org/10.1155/2015/709216 https://doaj.org/toc/1687-9686 https://doaj.org/toc/1687-9694 1687-9686 1687-9694 doi:10.1155/2015/709216 https://doaj.org/article/bd7396bf18e546cc90cd2d39b419c6ea Journal of Tropical Medicine, Vol 2015 (2015) Arctic medicine. Tropical medicine RC955-962 article 2015 ftdoajarticles https://doi.org/10.1155/2015/709216 2022-12-31T10:58:57Z 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. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Journal of Tropical Medicine 2015 1 14
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Satarudra Prakash Singh
Kriti Roopendra
Bhartendu Nath Mishra
Genome-Wide Prediction of Vaccine Candidates for Leishmania major: An Integrated Approach
topic_facet Arctic medicine. Tropical medicine
RC955-962
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 Article in Journal/Newspaper
author Satarudra Prakash Singh
Kriti Roopendra
Bhartendu Nath Mishra
author_facet Satarudra Prakash Singh
Kriti Roopendra
Bhartendu Nath Mishra
author_sort Satarudra Prakash Singh
title 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_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_sort genome-wide prediction of vaccine candidates for leishmania major: an integrated approach
publisher Hindawi Limited
publishDate 2015
url https://doi.org/10.1155/2015/709216
https://doaj.org/article/bd7396bf18e546cc90cd2d39b419c6ea
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Journal of Tropical Medicine, Vol 2015 (2015)
op_relation http://dx.doi.org/10.1155/2015/709216
https://doaj.org/toc/1687-9686
https://doaj.org/toc/1687-9694
1687-9686
1687-9694
doi:10.1155/2015/709216
https://doaj.org/article/bd7396bf18e546cc90cd2d39b419c6ea
op_doi https://doi.org/10.1155/2015/709216
container_title Journal of Tropical Medicine
container_volume 2015
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