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Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses
Coronaviruses are responsible on respiratory diseases in animal and human. The combination of numerical encoding techniques and digital signal processing methods are becoming increasingly important in handling large genomic data. In this paper, we propose to analyze the SARS-CoV-2 genomic signature...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336935/ https://www.ncbi.nlm.nih.gov/pubmed/32645523 http://dx.doi.org/10.1016/j.ygeno.2020.07.003 |
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author | Touati, Rabeb Haddad-Boubaker, Sondes Ferchichi, Imen Messaoudi, Imen Ouesleti, Afef Elloumi Triki, Henda Lachiri, Zied Kharrat, Maher |
author_facet | Touati, Rabeb Haddad-Boubaker, Sondes Ferchichi, Imen Messaoudi, Imen Ouesleti, Afef Elloumi Triki, Henda Lachiri, Zied Kharrat, Maher |
author_sort | Touati, Rabeb |
collection | PubMed |
description | Coronaviruses are responsible on respiratory diseases in animal and human. The combination of numerical encoding techniques and digital signal processing methods are becoming increasingly important in handling large genomic data. In this paper, we propose to analyze the SARS-CoV-2 genomic signature using the combination of different nucleotide representations and signal processing tools in the aim to identify its genetic origin. The sequence of SARS-CoV-2 was compared with 21 relevant sequences including Bat, Yak and Pangolin coronavirus sequences. In addition, we developed a new algorithm to locate the nucleotide modifications. The results show that the Bat and Pangolin coronaviruses were the most related to SARS-CoV-2 with 96% and 86% of identity all along the genome. Within the S gene sequence, the Pangolin sequence presents local highest nucleotide identity. Those findings suggest genesis of SARS-Cov-2 through evolution from Bat and Pangolin strains. This study offers new ways to automatically characterize viruses. |
format | Online Article Text |
id | pubmed-7336935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73369352020-07-06 Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses Touati, Rabeb Haddad-Boubaker, Sondes Ferchichi, Imen Messaoudi, Imen Ouesleti, Afef Elloumi Triki, Henda Lachiri, Zied Kharrat, Maher Genomics Article Coronaviruses are responsible on respiratory diseases in animal and human. The combination of numerical encoding techniques and digital signal processing methods are becoming increasingly important in handling large genomic data. In this paper, we propose to analyze the SARS-CoV-2 genomic signature using the combination of different nucleotide representations and signal processing tools in the aim to identify its genetic origin. The sequence of SARS-CoV-2 was compared with 21 relevant sequences including Bat, Yak and Pangolin coronavirus sequences. In addition, we developed a new algorithm to locate the nucleotide modifications. The results show that the Bat and Pangolin coronaviruses were the most related to SARS-CoV-2 with 96% and 86% of identity all along the genome. Within the S gene sequence, the Pangolin sequence presents local highest nucleotide identity. Those findings suggest genesis of SARS-Cov-2 through evolution from Bat and Pangolin strains. This study offers new ways to automatically characterize viruses. Elsevier Inc. 2020-11 2020-07-06 /pmc/articles/PMC7336935/ /pubmed/32645523 http://dx.doi.org/10.1016/j.ygeno.2020.07.003 Text en © 2020 Elsevier Inc. All rights reserved. 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 Touati, Rabeb Haddad-Boubaker, Sondes Ferchichi, Imen Messaoudi, Imen Ouesleti, Afef Elloumi Triki, Henda Lachiri, Zied Kharrat, Maher Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title | Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title_full | Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title_fullStr | Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title_full_unstemmed | Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title_short | Comparative genomic signature representations of the emerging COVID-19 coronavirus and other coronaviruses: High identity and possible recombination between Bat and Pangolin coronaviruses |
title_sort | comparative genomic signature representations of the emerging covid-19 coronavirus and other coronaviruses: high identity and possible recombination between bat and pangolin coronaviruses |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336935/ https://www.ncbi.nlm.nih.gov/pubmed/32645523 http://dx.doi.org/10.1016/j.ygeno.2020.07.003 |
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