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Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study

The aggregation of epitopes that are also able to bind major histocompatibility complex (MHC) alleles raises questions around the potential connection between the formation of epitope aggregates and their affinities to MHC receptors. We first performed a general bioinformatic assessment over a publi...

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Autores principales: Ochoa, Rodrigo, Cardim-Pires, Thyago R., Sant’Anna, Ricardo, Cossio, Pilar, Foguel, Debora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986244/
https://www.ncbi.nlm.nih.gov/pubmed/36890879
http://dx.doi.org/10.1016/j.csbj.2023.02.031
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author Ochoa, Rodrigo
Cardim-Pires, Thyago R.
Sant’Anna, Ricardo
Cossio, Pilar
Foguel, Debora
author_facet Ochoa, Rodrigo
Cardim-Pires, Thyago R.
Sant’Anna, Ricardo
Cossio, Pilar
Foguel, Debora
author_sort Ochoa, Rodrigo
collection PubMed
description The aggregation of epitopes that are also able to bind major histocompatibility complex (MHC) alleles raises questions around the potential connection between the formation of epitope aggregates and their affinities to MHC receptors. We first performed a general bioinformatic assessment over a public dataset of MHC class II epitopes, finding that higher experimental binding correlates with higher aggregation-propensity predictors. We then focused on the case of P10, an epitope used as a vaccine candidate against Paracoccidioides brasiliensis that aggregates into amyloid fibrils. We used a computational protocol to design variants of the P10 epitope to study the connection between the binding stabilities towards human MHC class II alleles and their aggregation propensities. The binding of the designed variants was tested experimentally, as well as their aggregation capacity. High-affinity MHC class II binders in vitro were more disposed to aggregate forming amyloid fibrils capable of binding Thioflavin T and congo red, while low affinity MHC class II binders remained soluble or formed rare amorphous aggregates. This study shows a possible connection between the aggregation propensity of an epitope and its affinity for the MHC class II cleft.
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spelling pubmed-99862442023-03-07 Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study Ochoa, Rodrigo Cardim-Pires, Thyago R. Sant’Anna, Ricardo Cossio, Pilar Foguel, Debora Comput Struct Biotechnol J Research Article The aggregation of epitopes that are also able to bind major histocompatibility complex (MHC) alleles raises questions around the potential connection between the formation of epitope aggregates and their affinities to MHC receptors. We first performed a general bioinformatic assessment over a public dataset of MHC class II epitopes, finding that higher experimental binding correlates with higher aggregation-propensity predictors. We then focused on the case of P10, an epitope used as a vaccine candidate against Paracoccidioides brasiliensis that aggregates into amyloid fibrils. We used a computational protocol to design variants of the P10 epitope to study the connection between the binding stabilities towards human MHC class II alleles and their aggregation propensities. The binding of the designed variants was tested experimentally, as well as their aggregation capacity. High-affinity MHC class II binders in vitro were more disposed to aggregate forming amyloid fibrils capable of binding Thioflavin T and congo red, while low affinity MHC class II binders remained soluble or formed rare amorphous aggregates. This study shows a possible connection between the aggregation propensity of an epitope and its affinity for the MHC class II cleft. Research Network of Computational and Structural Biotechnology 2023-02-18 /pmc/articles/PMC9986244/ /pubmed/36890879 http://dx.doi.org/10.1016/j.csbj.2023.02.031 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Ochoa, Rodrigo
Cardim-Pires, Thyago R.
Sant’Anna, Ricardo
Cossio, Pilar
Foguel, Debora
Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title_full Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title_fullStr Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title_full_unstemmed Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title_short Connection between MHC class II binding and aggregation propensity: The antigenic peptide 10 of Paracoccidioides brasiliensis as a benchmark study
title_sort connection between mhc class ii binding and aggregation propensity: the antigenic peptide 10 of paracoccidioides brasiliensis as a benchmark study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986244/
https://www.ncbi.nlm.nih.gov/pubmed/36890879
http://dx.doi.org/10.1016/j.csbj.2023.02.031
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