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Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference

To date, more than 263 million people have been infected with SARS-CoV-2 during the COVID-19 pandemic. In many countries, the global spread occurred in multiple pandemic waves characterized by the emergence of new SARS-CoV-2 variants. Here we report a sequence and structural-bioinformatics analysis...

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Autores principales: Durmaz, Vedat, Köchl, Katharina, Krassnigg, Andreas, Parigger, Lena, Hetmann, Michael, Singh, Amit, Nutz, Daniel, Korsunsky, Alexander, Kahler, Ursula, König, Centina, Chang, Lee, Krebs, Marius, Bassetto, Riccardo, Pavkov-Keller, Tea, Resch, Verena, Gruber, Karl, Steinkellner, Georg, Gruber, Christian C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406262/
https://www.ncbi.nlm.nih.gov/pubmed/36008461
http://dx.doi.org/10.1038/s41598-022-18507-y
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author Durmaz, Vedat
Köchl, Katharina
Krassnigg, Andreas
Parigger, Lena
Hetmann, Michael
Singh, Amit
Nutz, Daniel
Korsunsky, Alexander
Kahler, Ursula
König, Centina
Chang, Lee
Krebs, Marius
Bassetto, Riccardo
Pavkov-Keller, Tea
Resch, Verena
Gruber, Karl
Steinkellner, Georg
Gruber, Christian C.
author_facet Durmaz, Vedat
Köchl, Katharina
Krassnigg, Andreas
Parigger, Lena
Hetmann, Michael
Singh, Amit
Nutz, Daniel
Korsunsky, Alexander
Kahler, Ursula
König, Centina
Chang, Lee
Krebs, Marius
Bassetto, Riccardo
Pavkov-Keller, Tea
Resch, Verena
Gruber, Karl
Steinkellner, Georg
Gruber, Christian C.
author_sort Durmaz, Vedat
collection PubMed
description To date, more than 263 million people have been infected with SARS-CoV-2 during the COVID-19 pandemic. In many countries, the global spread occurred in multiple pandemic waves characterized by the emergence of new SARS-CoV-2 variants. Here we report a sequence and structural-bioinformatics analysis to estimate the effects of amino acid substitutions on the affinity of the SARS-CoV-2 spike receptor binding domain (RBD) to the human receptor hACE2. This is done through qualitative electrostatics and hydrophobicity analysis as well as molecular dynamics simulations used to develop a high-precision empirical scoring function (ESF) closely related to the linear interaction energy method and calibrated on a large set of experimental binding energies. For the latest variant of concern (VOC), B.1.1.529 Omicron, our Halo difference point cloud studies reveal the largest impact on the RBD binding interface compared to all other VOC. Moreover, according to our ESF model, Omicron achieves a much higher ACE2 binding affinity than the wild type and, in particular, the highest among all VOCs except Alpha and thus requires special attention and monitoring.
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spelling pubmed-94062622022-08-26 Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference Durmaz, Vedat Köchl, Katharina Krassnigg, Andreas Parigger, Lena Hetmann, Michael Singh, Amit Nutz, Daniel Korsunsky, Alexander Kahler, Ursula König, Centina Chang, Lee Krebs, Marius Bassetto, Riccardo Pavkov-Keller, Tea Resch, Verena Gruber, Karl Steinkellner, Georg Gruber, Christian C. Sci Rep Article To date, more than 263 million people have been infected with SARS-CoV-2 during the COVID-19 pandemic. In many countries, the global spread occurred in multiple pandemic waves characterized by the emergence of new SARS-CoV-2 variants. Here we report a sequence and structural-bioinformatics analysis to estimate the effects of amino acid substitutions on the affinity of the SARS-CoV-2 spike receptor binding domain (RBD) to the human receptor hACE2. This is done through qualitative electrostatics and hydrophobicity analysis as well as molecular dynamics simulations used to develop a high-precision empirical scoring function (ESF) closely related to the linear interaction energy method and calibrated on a large set of experimental binding energies. For the latest variant of concern (VOC), B.1.1.529 Omicron, our Halo difference point cloud studies reveal the largest impact on the RBD binding interface compared to all other VOC. Moreover, according to our ESF model, Omicron achieves a much higher ACE2 binding affinity than the wild type and, in particular, the highest among all VOCs except Alpha and thus requires special attention and monitoring. Nature Publishing Group UK 2022-08-25 /pmc/articles/PMC9406262/ /pubmed/36008461 http://dx.doi.org/10.1038/s41598-022-18507-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Durmaz, Vedat
Köchl, Katharina
Krassnigg, Andreas
Parigger, Lena
Hetmann, Michael
Singh, Amit
Nutz, Daniel
Korsunsky, Alexander
Kahler, Ursula
König, Centina
Chang, Lee
Krebs, Marius
Bassetto, Riccardo
Pavkov-Keller, Tea
Resch, Verena
Gruber, Karl
Steinkellner, Georg
Gruber, Christian C.
Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title_full Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title_fullStr Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title_full_unstemmed Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title_short Structural bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild type reference
title_sort structural bioinformatics analysis of sars-cov-2 variants reveals higher hace2 receptor binding affinity for omicron b.1.1.529 spike rbd compared to wild type reference
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406262/
https://www.ncbi.nlm.nih.gov/pubmed/36008461
http://dx.doi.org/10.1038/s41598-022-18507-y
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