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Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof

BACKGROUND: Predicting the allergenicity of proteins is challenging. We considered the possibility that the properties of the intact protein that may alter the likelihood of being taken up by antigen presenting cells, may be useful adjuncts in predicting allergens and non-allergens in silico. It has...

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Autores principales: Singh, Suchita, Taneja, Bhupesh, Salvi, Sundeep Santosh, Agrawal, Anurag
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2707619/
https://www.ncbi.nlm.nih.gov/pubmed/19609445
http://dx.doi.org/10.1371/journal.pone.0006273
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author Singh, Suchita
Taneja, Bhupesh
Salvi, Sundeep Santosh
Agrawal, Anurag
author_facet Singh, Suchita
Taneja, Bhupesh
Salvi, Sundeep Santosh
Agrawal, Anurag
author_sort Singh, Suchita
collection PubMed
description BACKGROUND: Predicting the allergenicity of proteins is challenging. We considered the possibility that the properties of the intact protein that may alter the likelihood of being taken up by antigen presenting cells, may be useful adjuncts in predicting allergens and non-allergens in silico. It has been shown that negatively charged acidic proteins are preferentially processed by dendritic cells. METHODOLOGY: Datasets (aeroallergen, food-allergen and non-allergen) for in-silico study were obtained from public databases. Isoelectric point (pI), net charge, and electrostatic potential (EP) were calculated from the protein sequence (for pI and net charge) or predicted structure (for EP). RESULT: Allergens and non allergens differed significantly in pI, net charge, and EP (p<0.0001). Cluster analysis based on these parameters resulted in well defined clusters. Non-allergens were characterized by neutral to basic pI (mean±SE, 7.6±0.16) and positive charge. In contrast allergens were acidic (5.7±0.15) and negatively charged. Surface electrostatic potentials calculated from predicted structures were mostly negative for allergens and mostly positive for non-allergens. The classification accuracy for non-allergens was superior to that for allergens. Thus neutral to basic pI, positive charge, and positive electrostatic potentials characterize non-allergens, and seem rare in allergens (p<0.0001). It may be possible to predict reduced likelihood of allergenicity in such proteins, but this needs to be prospectively validated.
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spelling pubmed-27076192009-07-17 Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof Singh, Suchita Taneja, Bhupesh Salvi, Sundeep Santosh Agrawal, Anurag PLoS One Research Article BACKGROUND: Predicting the allergenicity of proteins is challenging. We considered the possibility that the properties of the intact protein that may alter the likelihood of being taken up by antigen presenting cells, may be useful adjuncts in predicting allergens and non-allergens in silico. It has been shown that negatively charged acidic proteins are preferentially processed by dendritic cells. METHODOLOGY: Datasets (aeroallergen, food-allergen and non-allergen) for in-silico study were obtained from public databases. Isoelectric point (pI), net charge, and electrostatic potential (EP) were calculated from the protein sequence (for pI and net charge) or predicted structure (for EP). RESULT: Allergens and non allergens differed significantly in pI, net charge, and EP (p<0.0001). Cluster analysis based on these parameters resulted in well defined clusters. Non-allergens were characterized by neutral to basic pI (mean±SE, 7.6±0.16) and positive charge. In contrast allergens were acidic (5.7±0.15) and negatively charged. Surface electrostatic potentials calculated from predicted structures were mostly negative for allergens and mostly positive for non-allergens. The classification accuracy for non-allergens was superior to that for allergens. Thus neutral to basic pI, positive charge, and positive electrostatic potentials characterize non-allergens, and seem rare in allergens (p<0.0001). It may be possible to predict reduced likelihood of allergenicity in such proteins, but this needs to be prospectively validated. Public Library of Science 2009-07-17 /pmc/articles/PMC2707619/ /pubmed/19609445 http://dx.doi.org/10.1371/journal.pone.0006273 Text en Singh et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Singh, Suchita
Taneja, Bhupesh
Salvi, Sundeep Santosh
Agrawal, Anurag
Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title_full Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title_fullStr Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title_full_unstemmed Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title_short Physical Properties of Intact Proteins May Predict Allergenicity or Lack Thereof
title_sort physical properties of intact proteins may predict allergenicity or lack thereof
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2707619/
https://www.ncbi.nlm.nih.gov/pubmed/19609445
http://dx.doi.org/10.1371/journal.pone.0006273
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