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Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan
BACKGROUND: We investigated the genome diversity of SARS-CoV-2 associated with the early COVID-19 period to investigate evolution of the virus in Pakistan. MATERIALS AND METHODS: We studied ninety SARS-CoV-2 strains isolated between March and October 2020. Whole genome sequences from our laboratory...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407562/ https://www.ncbi.nlm.nih.gov/pubmed/34464419 http://dx.doi.org/10.1371/journal.pone.0256451 |
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author | Ghanchi, Najia Karim Nasir, Asghar Masood, Kiran Iqbal Abidi, Syed Hani Mahmood, Syed Faisal Kanji, Akbar Razzak, Safina Khan, Waqasuddin Shahid, Saba Yameen, Maliha Raza, Ali Ashraf, Javaria Ansar, Zeeshan Dharejo, Mohammad Buksh Islam, Nazneen Hasan, Zahra Hasan, Rumina |
author_facet | Ghanchi, Najia Karim Nasir, Asghar Masood, Kiran Iqbal Abidi, Syed Hani Mahmood, Syed Faisal Kanji, Akbar Razzak, Safina Khan, Waqasuddin Shahid, Saba Yameen, Maliha Raza, Ali Ashraf, Javaria Ansar, Zeeshan Dharejo, Mohammad Buksh Islam, Nazneen Hasan, Zahra Hasan, Rumina |
author_sort | Ghanchi, Najia Karim |
collection | PubMed |
description | BACKGROUND: We investigated the genome diversity of SARS-CoV-2 associated with the early COVID-19 period to investigate evolution of the virus in Pakistan. MATERIALS AND METHODS: We studied ninety SARS-CoV-2 strains isolated between March and October 2020. Whole genome sequences from our laboratory and available genomes were used to investigate phylogeny, genetic variantion and mutation rates of SARS-CoV-2 strains in Pakistan. Site specific entropy analysis compared mutation rates between strains isolated before and after June 2020. RESULTS: In March, strains belonging to L, S, V and GH clades were observed but by October, only L and GH strains were present. The highest diversity of clades was present in Sindh and Islamabad Capital Territory and the least in Punjab province. Initial introductions of SARS-CoV-2 GH (B.1.255, B.1) and S (A) clades were associated with overseas travelers. Additionally, GH (B.1.255, B.1, B.1.160, B.1.36), L (B, B.6, B.4), V (B.4) and S (A) clades were transmitted locally. SARS-CoV-2 genomes clustered with global strains except for ten which matched Pakistani isolates. RNA substitution rates were estimated at 5.86 x10(−4). The most frequent mutations were 5’ UTR 241C > T, Spike glycoprotein D614G, RNA dependent RNA polymerase (RdRp) P4715L and Orf3a Q57H. Strains up until June 2020 exhibited an overall higher mean and site-specific entropy as compared with sequences after June. Relative entropy was higher across GH as compared with GR and L clades. More sites were under selection pressure in GH strains but this was not significant for any particular site. CONCLUSIONS: The higher entropy and diversity observed in early pandemic as compared with later strains suggests increasing stability of the genomes in subsequent COVID-19 waves. This would likely lead to the selection of site-specific changes that are advantageous to the virus, as has been currently observed through the pandemic. |
format | Online Article Text |
id | pubmed-8407562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-84075622021-09-01 Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan Ghanchi, Najia Karim Nasir, Asghar Masood, Kiran Iqbal Abidi, Syed Hani Mahmood, Syed Faisal Kanji, Akbar Razzak, Safina Khan, Waqasuddin Shahid, Saba Yameen, Maliha Raza, Ali Ashraf, Javaria Ansar, Zeeshan Dharejo, Mohammad Buksh Islam, Nazneen Hasan, Zahra Hasan, Rumina PLoS One Research Article BACKGROUND: We investigated the genome diversity of SARS-CoV-2 associated with the early COVID-19 period to investigate evolution of the virus in Pakistan. MATERIALS AND METHODS: We studied ninety SARS-CoV-2 strains isolated between March and October 2020. Whole genome sequences from our laboratory and available genomes were used to investigate phylogeny, genetic variantion and mutation rates of SARS-CoV-2 strains in Pakistan. Site specific entropy analysis compared mutation rates between strains isolated before and after June 2020. RESULTS: In March, strains belonging to L, S, V and GH clades were observed but by October, only L and GH strains were present. The highest diversity of clades was present in Sindh and Islamabad Capital Territory and the least in Punjab province. Initial introductions of SARS-CoV-2 GH (B.1.255, B.1) and S (A) clades were associated with overseas travelers. Additionally, GH (B.1.255, B.1, B.1.160, B.1.36), L (B, B.6, B.4), V (B.4) and S (A) clades were transmitted locally. SARS-CoV-2 genomes clustered with global strains except for ten which matched Pakistani isolates. RNA substitution rates were estimated at 5.86 x10(−4). The most frequent mutations were 5’ UTR 241C > T, Spike glycoprotein D614G, RNA dependent RNA polymerase (RdRp) P4715L and Orf3a Q57H. Strains up until June 2020 exhibited an overall higher mean and site-specific entropy as compared with sequences after June. Relative entropy was higher across GH as compared with GR and L clades. More sites were under selection pressure in GH strains but this was not significant for any particular site. CONCLUSIONS: The higher entropy and diversity observed in early pandemic as compared with later strains suggests increasing stability of the genomes in subsequent COVID-19 waves. This would likely lead to the selection of site-specific changes that are advantageous to the virus, as has been currently observed through the pandemic. Public Library of Science 2021-08-31 /pmc/articles/PMC8407562/ /pubmed/34464419 http://dx.doi.org/10.1371/journal.pone.0256451 Text en © 2021 Ghanchi et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Ghanchi, Najia Karim Nasir, Asghar Masood, Kiran Iqbal Abidi, Syed Hani Mahmood, Syed Faisal Kanji, Akbar Razzak, Safina Khan, Waqasuddin Shahid, Saba Yameen, Maliha Raza, Ali Ashraf, Javaria Ansar, Zeeshan Dharejo, Mohammad Buksh Islam, Nazneen Hasan, Zahra Hasan, Rumina Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title | Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title_full | Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title_fullStr | Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title_full_unstemmed | Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title_short | Higher entropy observed in SARS-CoV-2 genomes from the first COVID-19 wave in Pakistan |
title_sort | higher entropy observed in sars-cov-2 genomes from the first covid-19 wave in pakistan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8407562/ https://www.ncbi.nlm.nih.gov/pubmed/34464419 http://dx.doi.org/10.1371/journal.pone.0256451 |
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