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Structural topological analysis of spike proteins of SARS-CoV-2 variants of concern highlight distinctive amino acid substitution patterns

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Structural topological analysis of spike proteins of SARS-CoV-2 variants of concern highlight distinctive amino acid substitution patterns. / Peisahovics, Filips; Rohaim, Mohammed A; Munir, Muhammad.
In: European Journal of Cell Biology, Vol. 101, No. 4, 151275, 30.09.2022.

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Peisahovics F, Rohaim MA, Munir M. Structural topological analysis of spike proteins of SARS-CoV-2 variants of concern highlight distinctive amino acid substitution patterns. European Journal of Cell Biology. 2022 Sept 30;101(4):151275. Epub 2022 Sept 22. doi: 10.1016/j.ejcb.2022.151275

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@article{d89b9c5b68fb46989da642d31f9e2150,
title = "Structural topological analysis of spike proteins of SARS-CoV-2 variants of concern highlight distinctive amino acid substitution patterns",
abstract = "Since the onset of pandemic in 2019, SARS-CoV-2 has diverged into numerous variants driven by antigenic and infectivity-oriented selection. Some variants have accumulated fitness-enhancing mutations, evaded immunity and spread despite global vaccination campaigns. The spike (S) glycoprotein of SARS-CoV-2 demonstrated the greatest immunogenicity and amino acid substitution diversity owing to its importance in the interaction with human angiotensin receptor 2 (hACE2). The S protein consistently emerges as an amino acid substitution (AAS) hotspot in all six lineages, however, in Omicron this enrichment is significantly higher. This study attempts to design and validate a method of mapping S-protein substitution profile across variants to identify the conserved and AAS regions. A substitution matrix was created based on publicly available databases, and the substitution localization was illustrated on a cryo-electron microscopy generated S-protein model. Our analyses indicated that the diversity of N-terminal (NTD) and receptor-binding (RBD) domains exceeded that of any other regions but still contained extended low substitution density regions particularly considering significantly broader substitution profiles of Omicron BA.2 and BA.4/5. Finally, the substitution matrix was compared to a random sample alignment of variant sequences, revealing discrepancies. Therefore, it was suggested to improve matrix accuracy by processing a large number of S-protein sequences using an automated algorithm. Several critical immunogenic and receptor-interacting residues were identified in the conserved regions within NTD and RBD. In conclusion, the structural and topological analysis of S proteins of SARS-CoV-2 variants highlight distinctive amino acid substitution patterns which may be foundational in predicting future variants.",
keywords = "Viruses, Cell biology, Variants, Structural biology, Evolution",
author = "Filips Peisahovics and Rohaim, {Mohammed A} and Muhammad Munir",
year = "2022",
month = sep,
day = "30",
doi = "10.1016/j.ejcb.2022.151275",
language = "English",
volume = "101",
journal = "European Journal of Cell Biology",
issn = "0171-9335",
publisher = "Urban und Fischer Verlag GmbH und Co. KG",
number = "4",

}

RIS

TY - JOUR

T1 - Structural topological analysis of spike proteins of SARS-CoV-2 variants of concern highlight distinctive amino acid substitution patterns

AU - Peisahovics, Filips

AU - Rohaim, Mohammed A

AU - Munir, Muhammad

PY - 2022/9/30

Y1 - 2022/9/30

N2 - Since the onset of pandemic in 2019, SARS-CoV-2 has diverged into numerous variants driven by antigenic and infectivity-oriented selection. Some variants have accumulated fitness-enhancing mutations, evaded immunity and spread despite global vaccination campaigns. The spike (S) glycoprotein of SARS-CoV-2 demonstrated the greatest immunogenicity and amino acid substitution diversity owing to its importance in the interaction with human angiotensin receptor 2 (hACE2). The S protein consistently emerges as an amino acid substitution (AAS) hotspot in all six lineages, however, in Omicron this enrichment is significantly higher. This study attempts to design and validate a method of mapping S-protein substitution profile across variants to identify the conserved and AAS regions. A substitution matrix was created based on publicly available databases, and the substitution localization was illustrated on a cryo-electron microscopy generated S-protein model. Our analyses indicated that the diversity of N-terminal (NTD) and receptor-binding (RBD) domains exceeded that of any other regions but still contained extended low substitution density regions particularly considering significantly broader substitution profiles of Omicron BA.2 and BA.4/5. Finally, the substitution matrix was compared to a random sample alignment of variant sequences, revealing discrepancies. Therefore, it was suggested to improve matrix accuracy by processing a large number of S-protein sequences using an automated algorithm. Several critical immunogenic and receptor-interacting residues were identified in the conserved regions within NTD and RBD. In conclusion, the structural and topological analysis of S proteins of SARS-CoV-2 variants highlight distinctive amino acid substitution patterns which may be foundational in predicting future variants.

AB - Since the onset of pandemic in 2019, SARS-CoV-2 has diverged into numerous variants driven by antigenic and infectivity-oriented selection. Some variants have accumulated fitness-enhancing mutations, evaded immunity and spread despite global vaccination campaigns. The spike (S) glycoprotein of SARS-CoV-2 demonstrated the greatest immunogenicity and amino acid substitution diversity owing to its importance in the interaction with human angiotensin receptor 2 (hACE2). The S protein consistently emerges as an amino acid substitution (AAS) hotspot in all six lineages, however, in Omicron this enrichment is significantly higher. This study attempts to design and validate a method of mapping S-protein substitution profile across variants to identify the conserved and AAS regions. A substitution matrix was created based on publicly available databases, and the substitution localization was illustrated on a cryo-electron microscopy generated S-protein model. Our analyses indicated that the diversity of N-terminal (NTD) and receptor-binding (RBD) domains exceeded that of any other regions but still contained extended low substitution density regions particularly considering significantly broader substitution profiles of Omicron BA.2 and BA.4/5. Finally, the substitution matrix was compared to a random sample alignment of variant sequences, revealing discrepancies. Therefore, it was suggested to improve matrix accuracy by processing a large number of S-protein sequences using an automated algorithm. Several critical immunogenic and receptor-interacting residues were identified in the conserved regions within NTD and RBD. In conclusion, the structural and topological analysis of S proteins of SARS-CoV-2 variants highlight distinctive amino acid substitution patterns which may be foundational in predicting future variants.

KW - Viruses

KW - Cell biology

KW - Variants

KW - Structural biology

KW - Evolution

U2 - 10.1016/j.ejcb.2022.151275

DO - 10.1016/j.ejcb.2022.151275

M3 - Journal article

C2 - 36156414

VL - 101

JO - European Journal of Cell Biology

JF - European Journal of Cell Biology

SN - 0171-9335

IS - 4

M1 - 151275

ER -