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Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain
The interaction between the receptor-binding domain (RBD) of the SARS-CoV-2 spike glycoprotein and the ACE2 enzyme is believed to be the entry point of the virus into various cells in the body, including the lungs, heart, liver, and kidneys. The current focus of several therapeutic design efforts ex...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080587/ https://www.ncbi.nlm.nih.gov/pubmed/33911163 http://dx.doi.org/10.1038/s41598-021-88696-5 |
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author | Smaoui, Mohamed Raef Yahyaoui, Hamdi |
author_facet | Smaoui, Mohamed Raef Yahyaoui, Hamdi |
author_sort | Smaoui, Mohamed Raef |
collection | PubMed |
description | The interaction between the receptor-binding domain (RBD) of the SARS-CoV-2 spike glycoprotein and the ACE2 enzyme is believed to be the entry point of the virus into various cells in the body, including the lungs, heart, liver, and kidneys. The current focus of several therapeutic design efforts explores attempts at affecting the binding potential between the two proteins to limit the activity of the virus and disease progression. In this work, we analyze the stability of the spike protein under all possible single-point mutations in the RBD and computationally explore mutations that can affect the binding with the ACE2 enzyme. We unravel the mutation landscape of the receptor region and assess the toxicity potential of single and multi-point mutations, generating insights for future vaccine efforts on mutations that might further stabilize the spike protein and increase its infectivity. We developed a tool, called SpikeMutator, to construct full atomic protein structures of the mutant spike proteins and shared a database of 3800 single-point mutant structures. We analyzed the recent 65,000 reported spike sequences across the globe and observed the emergence of stable multi-point mutant structures. Using the landscape, we searched through 7.5 million possible 2-point mutation combinations and report that the (R355D K424E) mutation produces one of the strongest spike proteins that therapeutic efforts should investigate for the sake of developing effective vaccines. |
format | Online Article Text |
id | pubmed-8080587 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80805872021-04-30 Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain Smaoui, Mohamed Raef Yahyaoui, Hamdi Sci Rep Article The interaction between the receptor-binding domain (RBD) of the SARS-CoV-2 spike glycoprotein and the ACE2 enzyme is believed to be the entry point of the virus into various cells in the body, including the lungs, heart, liver, and kidneys. The current focus of several therapeutic design efforts explores attempts at affecting the binding potential between the two proteins to limit the activity of the virus and disease progression. In this work, we analyze the stability of the spike protein under all possible single-point mutations in the RBD and computationally explore mutations that can affect the binding with the ACE2 enzyme. We unravel the mutation landscape of the receptor region and assess the toxicity potential of single and multi-point mutations, generating insights for future vaccine efforts on mutations that might further stabilize the spike protein and increase its infectivity. We developed a tool, called SpikeMutator, to construct full atomic protein structures of the mutant spike proteins and shared a database of 3800 single-point mutant structures. We analyzed the recent 65,000 reported spike sequences across the globe and observed the emergence of stable multi-point mutant structures. Using the landscape, we searched through 7.5 million possible 2-point mutation combinations and report that the (R355D K424E) mutation produces one of the strongest spike proteins that therapeutic efforts should investigate for the sake of developing effective vaccines. Nature Publishing Group UK 2021-04-28 /pmc/articles/PMC8080587/ /pubmed/33911163 http://dx.doi.org/10.1038/s41598-021-88696-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Smaoui, Mohamed Raef Yahyaoui, Hamdi Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title | Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title_full | Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title_fullStr | Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title_full_unstemmed | Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title_short | Unraveling the stability landscape of mutations in the SARS-CoV-2 receptor-binding domain |
title_sort | unraveling the stability landscape of mutations in the sars-cov-2 receptor-binding domain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080587/ https://www.ncbi.nlm.nih.gov/pubmed/33911163 http://dx.doi.org/10.1038/s41598-021-88696-5 |
work_keys_str_mv | AT smaouimohamedraef unravelingthestabilitylandscapeofmutationsinthesarscov2receptorbindingdomain AT yahyaouihamdi unravelingthestabilitylandscapeofmutationsinthesarscov2receptorbindingdomain |