Cargando…

Genomic Epidemiology of SARS-CoV-2 in Pakistan

COVID-19 has swept globally and Pakistan is no exception. To investigate the initial introductions and transmissions of the SARS-CoV-2 in Pakistan, we performed the largest genomic epidemiology study of COVID-19 in Pakistan and generated 150 complete SARS-CoV-2 genome sequences from samples collecte...

Descripción completa

Detalles Bibliográficos
Autores principales: Song, Shuhui, Li, Cuiping, Kang, Lu, Tian, Dongmei, Badar, Nazish, Ma, Wentai, Zhao, Shilei, Jiang, Xuan, Wang, Chun, Sun, Yongqiao, Li, Wenjie, Lei, Meng, Li, Shuangli, Qi, Qiuhui, Ikram, Aamer, Salman, Muhammad, Umair, Massab, Shireen, Huma, Batool, Fatima, Zhang, Bing, Chen, Hua, Yang, Yun-Gui, Abbasi, Amir Ali, Li, Mingkun, Xue, Yongbiao, Bao, Yiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546014/
https://www.ncbi.nlm.nih.gov/pubmed/34695600
http://dx.doi.org/10.1016/j.gpb.2021.08.007
_version_ 1784590106096566272
author Song, Shuhui
Li, Cuiping
Kang, Lu
Tian, Dongmei
Badar, Nazish
Ma, Wentai
Zhao, Shilei
Jiang, Xuan
Wang, Chun
Sun, Yongqiao
Li, Wenjie
Lei, Meng
Li, Shuangli
Qi, Qiuhui
Ikram, Aamer
Salman, Muhammad
Umair, Massab
Shireen, Huma
Batool, Fatima
Zhang, Bing
Chen, Hua
Yang, Yun-Gui
Abbasi, Amir Ali
Li, Mingkun
Xue, Yongbiao
Bao, Yiming
author_facet Song, Shuhui
Li, Cuiping
Kang, Lu
Tian, Dongmei
Badar, Nazish
Ma, Wentai
Zhao, Shilei
Jiang, Xuan
Wang, Chun
Sun, Yongqiao
Li, Wenjie
Lei, Meng
Li, Shuangli
Qi, Qiuhui
Ikram, Aamer
Salman, Muhammad
Umair, Massab
Shireen, Huma
Batool, Fatima
Zhang, Bing
Chen, Hua
Yang, Yun-Gui
Abbasi, Amir Ali
Li, Mingkun
Xue, Yongbiao
Bao, Yiming
author_sort Song, Shuhui
collection PubMed
description COVID-19 has swept globally and Pakistan is no exception. To investigate the initial introductions and transmissions of the SARS-CoV-2 in Pakistan, we performed the largest genomic epidemiology study of COVID-19 in Pakistan and generated 150 complete SARS-CoV-2 genome sequences from samples collected from March 16 to June 1, 2020. We identified a total of 347 mutated positions, 31 of which were over-represented in Pakistan. Meanwhile, we found over 1000 intra-host single-nucleotide variants (iSNVs). Several of them occurred concurrently, indicating possible interactions among them or coevolution. Some of the high-frequency iSNVs in Pakistan were not observed in the global population, suggesting strong purifying selections. The genomic epidemiology revealed five distinctive spreading clusters. The largest cluster consisted of 74 viruses which were derived from different geographic locations of Pakistan and formed a deep hierarchical structure, indicating an extensive and persistent nation-wide transmission of the virus that was probably attributed to a signature mutation (G8371T in ORF1ab) of this cluster. Furthermore, 28 putative international introductions were identified, several of which are consistent with the epidemiological investigations. In all, this study has inferred the possible pathways of introductions and transmissions of SARS-CoV-2 in Pakistan, which could aid ongoing and future viral surveillance and COVID-19 control.
format Online
Article
Text
id pubmed-8546014
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-85460142021-10-26 Genomic Epidemiology of SARS-CoV-2 in Pakistan Song, Shuhui Li, Cuiping Kang, Lu Tian, Dongmei Badar, Nazish Ma, Wentai Zhao, Shilei Jiang, Xuan Wang, Chun Sun, Yongqiao Li, Wenjie Lei, Meng Li, Shuangli Qi, Qiuhui Ikram, Aamer Salman, Muhammad Umair, Massab Shireen, Huma Batool, Fatima Zhang, Bing Chen, Hua Yang, Yun-Gui Abbasi, Amir Ali Li, Mingkun Xue, Yongbiao Bao, Yiming Genomics Proteomics Bioinformatics Original Research COVID-19 has swept globally and Pakistan is no exception. To investigate the initial introductions and transmissions of the SARS-CoV-2 in Pakistan, we performed the largest genomic epidemiology study of COVID-19 in Pakistan and generated 150 complete SARS-CoV-2 genome sequences from samples collected from March 16 to June 1, 2020. We identified a total of 347 mutated positions, 31 of which were over-represented in Pakistan. Meanwhile, we found over 1000 intra-host single-nucleotide variants (iSNVs). Several of them occurred concurrently, indicating possible interactions among them or coevolution. Some of the high-frequency iSNVs in Pakistan were not observed in the global population, suggesting strong purifying selections. The genomic epidemiology revealed five distinctive spreading clusters. The largest cluster consisted of 74 viruses which were derived from different geographic locations of Pakistan and formed a deep hierarchical structure, indicating an extensive and persistent nation-wide transmission of the virus that was probably attributed to a signature mutation (G8371T in ORF1ab) of this cluster. Furthermore, 28 putative international introductions were identified, several of which are consistent with the epidemiological investigations. In all, this study has inferred the possible pathways of introductions and transmissions of SARS-CoV-2 in Pakistan, which could aid ongoing and future viral surveillance and COVID-19 control. Elsevier 2021-10 2021-10-23 /pmc/articles/PMC8546014/ /pubmed/34695600 http://dx.doi.org/10.1016/j.gpb.2021.08.007 Text en © 2021 The Author https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research
Song, Shuhui
Li, Cuiping
Kang, Lu
Tian, Dongmei
Badar, Nazish
Ma, Wentai
Zhao, Shilei
Jiang, Xuan
Wang, Chun
Sun, Yongqiao
Li, Wenjie
Lei, Meng
Li, Shuangli
Qi, Qiuhui
Ikram, Aamer
Salman, Muhammad
Umair, Massab
Shireen, Huma
Batool, Fatima
Zhang, Bing
Chen, Hua
Yang, Yun-Gui
Abbasi, Amir Ali
Li, Mingkun
Xue, Yongbiao
Bao, Yiming
Genomic Epidemiology of SARS-CoV-2 in Pakistan
title Genomic Epidemiology of SARS-CoV-2 in Pakistan
title_full Genomic Epidemiology of SARS-CoV-2 in Pakistan
title_fullStr Genomic Epidemiology of SARS-CoV-2 in Pakistan
title_full_unstemmed Genomic Epidemiology of SARS-CoV-2 in Pakistan
title_short Genomic Epidemiology of SARS-CoV-2 in Pakistan
title_sort genomic epidemiology of sars-cov-2 in pakistan
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546014/
https://www.ncbi.nlm.nih.gov/pubmed/34695600
http://dx.doi.org/10.1016/j.gpb.2021.08.007
work_keys_str_mv AT songshuhui genomicepidemiologyofsarscov2inpakistan
AT licuiping genomicepidemiologyofsarscov2inpakistan
AT kanglu genomicepidemiologyofsarscov2inpakistan
AT tiandongmei genomicepidemiologyofsarscov2inpakistan
AT badarnazish genomicepidemiologyofsarscov2inpakistan
AT mawentai genomicepidemiologyofsarscov2inpakistan
AT zhaoshilei genomicepidemiologyofsarscov2inpakistan
AT jiangxuan genomicepidemiologyofsarscov2inpakistan
AT wangchun genomicepidemiologyofsarscov2inpakistan
AT sunyongqiao genomicepidemiologyofsarscov2inpakistan
AT liwenjie genomicepidemiologyofsarscov2inpakistan
AT leimeng genomicepidemiologyofsarscov2inpakistan
AT lishuangli genomicepidemiologyofsarscov2inpakistan
AT qiqiuhui genomicepidemiologyofsarscov2inpakistan
AT ikramaamer genomicepidemiologyofsarscov2inpakistan
AT salmanmuhammad genomicepidemiologyofsarscov2inpakistan
AT umairmassab genomicepidemiologyofsarscov2inpakistan
AT shireenhuma genomicepidemiologyofsarscov2inpakistan
AT batoolfatima genomicepidemiologyofsarscov2inpakistan
AT zhangbing genomicepidemiologyofsarscov2inpakistan
AT chenhua genomicepidemiologyofsarscov2inpakistan
AT yangyungui genomicepidemiologyofsarscov2inpakistan
AT abbasiamirali genomicepidemiologyofsarscov2inpakistan
AT limingkun genomicepidemiologyofsarscov2inpakistan
AT xueyongbiao genomicepidemiologyofsarscov2inpakistan
AT baoyiming genomicepidemiologyofsarscov2inpakistan