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http://conacyt.repositorioinstitucional.mx/jspui/handle/1000/8040| Brewpitopes: a pipeline to refine B-cell epitope predictions during public health emergencies | |
| Roc Farriol-Duran Ruben Lopez-Aladid Antoni Torres Eduard Porta-Pardo Laia Fernandez Barat | |
| Acceso Abierto | |
| Atribución-NoComercial-SinDerivadas | |
| https://doi.org/10.1101/2022.11.28.518301 | |
| https://www.biorxiv.org/content/10.1101/2022.11.28.518301v1 | |
| Abstract The application of B-cell epitope identification for the development of therapeutic antibodies is well established but consuming in terms of time and resources. For this reason, in the last few years, the immunoinformatic community has developed several computational predictive tools. While relatively successful, most of these tools only use a few properties of the candidate region to determine their likelihood of being a true B-cell epitope. However, this likelihood is influenced by a wide variety of protein features, including the presence of glycosylated residues in the neighbourhood of the candidate epitope, the subcellular location of the protein region or the three-dimensional information about their surface accessibility in the parental protein. In this study we created Brewpitopes, an integrative pipeline to curate computational predictions of B-cell epitopes by accounting for all the aforementioned features. To this end, we implemented a set of rational filters to mimic the conditions for the in vivo antibody recognition to enrich the B-cell epitope predictions in actionable candidates. To validate Brewpitopes, we analyzed the SARS-CoV-2 proteome. In the S protein, Brewpitopes enriched the initial predictions in 5-fold on epitopes with neutralizing potential (p-value < 2e-4). Other than S protein, 4 out of 16 proteins in the proteome contain curated B-cell epitopes and hence, have also potential interest for viral neutralization, since mutational escape mainly affects the S protein. Our results demonstrate that Brewpitopes is a powerful pipeline for the rapid prediction of refined B-cell epitopes during public health emergencies. Statement of significance We have created Brewpitopes, a new pipeline that integrates additional important features such as glycosylation or structural accessibility, to curate B-cell epitope more likely to be functional in vivo. We have also validated Brewpitopes against SARS-CoV-2 not only for S protein but also for the entire viral proteome demonstrating that is a rapid and reliable epitope predictive tool to be implemented in present or future public health emergencies. Brewpitopes has identified 7 SARS-CoV-2 epitopes in S and epitopes allocated in 4 other proteins. Overall, offering an accurate selection of epitopes that might be scaled up to the production of new antibodies. | |
| bioRxiv | |
| 29-11-2022 | |
| Preimpreso | |
| Inglés | |
| Público en general | |
| VIRUS RESPIRATORIOS | |
| Aparece en las colecciones: | Materiales de Consulta y Comunicados Técnicos |
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| Fichero | Tamaño | Formato | |
|---|---|---|---|
| Brewpitopes_ a pipeline to refine B-cell epitope predictions during public health emergencies.pdf | 2.38 MB | Adobe PDF | Visualizar/Abrir |