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Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches
SARS-CoV-2, an RNA virus, has been prone to high mutations since its first emergence in Wuhan, China, and throughout its spread. Its genome has been sequenced continuously by many countries, including Pakistan, but the results vary. Understanding its genomic patterns and connecting them with phenoty...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8709794/ https://www.ncbi.nlm.nih.gov/pubmed/34968862 http://dx.doi.org/10.1016/j.compbiomed.2021.105170 |
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author | Shah, Abdullah Rehmat, Saira Aslam, Iqra Suleman, Muhmmad Batool, Farah Aziz, Abdul Rashid, Farooq Midrarullah Nawaz, Muhmmad Asif Ali, Syed Shujait Junaid, Muhammad Khan, Abbas Wei, Dong-Qing |
author_facet | Shah, Abdullah Rehmat, Saira Aslam, Iqra Suleman, Muhmmad Batool, Farah Aziz, Abdul Rashid, Farooq Midrarullah Nawaz, Muhmmad Asif Ali, Syed Shujait Junaid, Muhammad Khan, Abbas Wei, Dong-Qing |
author_sort | Shah, Abdullah |
collection | PubMed |
description | SARS-CoV-2, an RNA virus, has been prone to high mutations since its first emergence in Wuhan, China, and throughout its spread. Its genome has been sequenced continuously by many countries, including Pakistan, but the results vary. Understanding its genomic patterns and connecting them with phenotypic features will help in devising therapeutic strategies. Thus, in this study, we explored the mutation landscape of 250 Pakistani isolates of SARS-CoV-2 genomes to check the genome diversity and examine the impact of these mutations on protein stability and viral pathogenesis in comparison with a reference sequence (Wuhan NC 045512.2). Our results revealed that structural proteins mainly exhibit more mutations than others in the Pakistani isolates; in particular, the nucleocapsid protein is highly mutated. In comparison, the spike protein is the most mutated protein globally. Furthermore, nsp12 was found to be the most mutated NSP in the Pakistani isolates and worldwide. Regarding accessory proteins, ORF3A is the most mutated in the Pakistani isolates, whereas ORF8 is highly mutated in world isolates. These mutations decrease the structural stability of their proteins and alter different biological pathways. Molecular docking, the dissociation constant (K(D)), and MM/GBSA analysis showed that mutations in the S protein alter its binding with ACE2. The spike protein mutations D614G-S943T-V622F (−75.17 kcal/mol), D614G-Q677H (−75.78 kcal/mol), and N74K-D614G (−73.84 kcal/mol) exhibit stronger binding energy than the wild type (−66.34 kcal/mol), thus increasing infectivity. Furthermore, the simulation results strongly corroborated the predicted protein servers. Our analysis findings also showed that E, M, ORF6, ORF7A, ORF7B, and ORF10 are the most stable coding genes; they may be suitable targets for vaccine and drug development. |
format | Online Article Text |
id | pubmed-8709794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Published by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87097942021-12-28 Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches Shah, Abdullah Rehmat, Saira Aslam, Iqra Suleman, Muhmmad Batool, Farah Aziz, Abdul Rashid, Farooq Midrarullah Nawaz, Muhmmad Asif Ali, Syed Shujait Junaid, Muhammad Khan, Abbas Wei, Dong-Qing Comput Biol Med Article SARS-CoV-2, an RNA virus, has been prone to high mutations since its first emergence in Wuhan, China, and throughout its spread. Its genome has been sequenced continuously by many countries, including Pakistan, but the results vary. Understanding its genomic patterns and connecting them with phenotypic features will help in devising therapeutic strategies. Thus, in this study, we explored the mutation landscape of 250 Pakistani isolates of SARS-CoV-2 genomes to check the genome diversity and examine the impact of these mutations on protein stability and viral pathogenesis in comparison with a reference sequence (Wuhan NC 045512.2). Our results revealed that structural proteins mainly exhibit more mutations than others in the Pakistani isolates; in particular, the nucleocapsid protein is highly mutated. In comparison, the spike protein is the most mutated protein globally. Furthermore, nsp12 was found to be the most mutated NSP in the Pakistani isolates and worldwide. Regarding accessory proteins, ORF3A is the most mutated in the Pakistani isolates, whereas ORF8 is highly mutated in world isolates. These mutations decrease the structural stability of their proteins and alter different biological pathways. Molecular docking, the dissociation constant (K(D)), and MM/GBSA analysis showed that mutations in the S protein alter its binding with ACE2. The spike protein mutations D614G-S943T-V622F (−75.17 kcal/mol), D614G-Q677H (−75.78 kcal/mol), and N74K-D614G (−73.84 kcal/mol) exhibit stronger binding energy than the wild type (−66.34 kcal/mol), thus increasing infectivity. Furthermore, the simulation results strongly corroborated the predicted protein servers. Our analysis findings also showed that E, M, ORF6, ORF7A, ORF7B, and ORF10 are the most stable coding genes; they may be suitable targets for vaccine and drug development. Published by Elsevier Ltd. 2022-02 2021-12-25 /pmc/articles/PMC8709794/ /pubmed/34968862 http://dx.doi.org/10.1016/j.compbiomed.2021.105170 Text en © 2021 Published by Elsevier Ltd. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Shah, Abdullah Rehmat, Saira Aslam, Iqra Suleman, Muhmmad Batool, Farah Aziz, Abdul Rashid, Farooq Midrarullah Nawaz, Muhmmad Asif Ali, Syed Shujait Junaid, Muhammad Khan, Abbas Wei, Dong-Qing Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title | Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title_full | Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title_fullStr | Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title_full_unstemmed | Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title_short | Comparative mutational analysis of SARS-CoV-2 isolates from Pakistan and structural-functional implications using computational modelling and simulation approaches |
title_sort | comparative mutational analysis of sars-cov-2 isolates from pakistan and structural-functional implications using computational modelling and simulation approaches |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8709794/ https://www.ncbi.nlm.nih.gov/pubmed/34968862 http://dx.doi.org/10.1016/j.compbiomed.2021.105170 |
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