_version_ 1784802615061643264
author McCrone, John T.
Hill, Verity
Bajaj, Sumali
Pena, Rosario Evans
Lambert, Ben C.
Inward, Rhys
Bhatt, Samir
Volz, Erik
Ruis, Christopher
Dellicour, Simon
Baele, Guy
Zarebski, Alexander E.
Sadilek, Adam
Wu, Neo
Schneider, Aaron
Ji, Xiang
Raghwani, Jayna
Jackson, Ben
Colquhoun, Rachel
O’Toole, Áine
Peacock, Thomas P.
Twohig, Kate
Thelwall, Simon
Dabrera, Gavin
Myers, Richard
Faria, Nuno R.
Huber, Carmen
Bogoch, Isaac I.
Khan, Kamran
du Plessis, Louis
Barrett, Jeffrey C.
Aanensen, David M.
Barclay, Wendy S.
Chand, Meera
Connor, Thomas
Loman, Nicholas J.
Suchard, Marc A.
Pybus, Oliver G.
Rambaut, Andrew
Kraemer, Moritz U. G.
author_facet McCrone, John T.
Hill, Verity
Bajaj, Sumali
Pena, Rosario Evans
Lambert, Ben C.
Inward, Rhys
Bhatt, Samir
Volz, Erik
Ruis, Christopher
Dellicour, Simon
Baele, Guy
Zarebski, Alexander E.
Sadilek, Adam
Wu, Neo
Schneider, Aaron
Ji, Xiang
Raghwani, Jayna
Jackson, Ben
Colquhoun, Rachel
O’Toole, Áine
Peacock, Thomas P.
Twohig, Kate
Thelwall, Simon
Dabrera, Gavin
Myers, Richard
Faria, Nuno R.
Huber, Carmen
Bogoch, Isaac I.
Khan, Kamran
du Plessis, Louis
Barrett, Jeffrey C.
Aanensen, David M.
Barclay, Wendy S.
Chand, Meera
Connor, Thomas
Loman, Nicholas J.
Suchard, Marc A.
Pybus, Oliver G.
Rambaut, Andrew
Kraemer, Moritz U. G.
author_sort McCrone, John T.
collection PubMed
description The SARS-CoV-2 Delta (Pango lineage B.1.617.2) variant of concern spread globally, causing resurgences of COVID-19 worldwide(1,2). The emergence of the Delta variant in the UK occurred on the background of a heterogeneous landscape of immunity and relaxation of non-pharmaceutical interventions. Here we analyse 52,992 SARS-CoV-2 genomes from England together with 93,649 genomes from the rest of the world to reconstruct the emergence of Delta and quantify its introduction to and regional dissemination across England in the context of changing travel and social restrictions. Using analysis of human movement, contact tracing and virus genomic data, we find that the geographic focus of the expansion of Delta shifted from India to a more global pattern in early May 2021. In England, Delta lineages were introduced more than 1,000 times and spread nationally as non-pharmaceutical interventions were relaxed. We find that hotel quarantine for travellers reduced onward transmission from importations; however, the transmission chains that later dominated the Delta wave in England were seeded before travel restrictions were introduced. Increasing inter-regional travel within England drove the nationwide dissemination of Delta, with some cities receiving more than 2,000 observable lineage introductions from elsewhere. Subsequently, increased levels of local population mixing—and not the number of importations—were associated with the faster relative spread of Delta. The invasion dynamics of Delta depended on spatial heterogeneity in contact patterns, and our findings will inform optimal spatial interventions to reduce the transmission of current and future variants of concern, such as Omicron (Pango lineage B.1.1.529).
format Online
Article
Text
id pubmed-9534748
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-95347482022-10-07 Context-specific emergence and growth of the SARS-CoV-2 Delta variant McCrone, John T. Hill, Verity Bajaj, Sumali Pena, Rosario Evans Lambert, Ben C. Inward, Rhys Bhatt, Samir Volz, Erik Ruis, Christopher Dellicour, Simon Baele, Guy Zarebski, Alexander E. Sadilek, Adam Wu, Neo Schneider, Aaron Ji, Xiang Raghwani, Jayna Jackson, Ben Colquhoun, Rachel O’Toole, Áine Peacock, Thomas P. Twohig, Kate Thelwall, Simon Dabrera, Gavin Myers, Richard Faria, Nuno R. Huber, Carmen Bogoch, Isaac I. Khan, Kamran du Plessis, Louis Barrett, Jeffrey C. Aanensen, David M. Barclay, Wendy S. Chand, Meera Connor, Thomas Loman, Nicholas J. Suchard, Marc A. Pybus, Oliver G. Rambaut, Andrew Kraemer, Moritz U. G. Nature Article The SARS-CoV-2 Delta (Pango lineage B.1.617.2) variant of concern spread globally, causing resurgences of COVID-19 worldwide(1,2). The emergence of the Delta variant in the UK occurred on the background of a heterogeneous landscape of immunity and relaxation of non-pharmaceutical interventions. Here we analyse 52,992 SARS-CoV-2 genomes from England together with 93,649 genomes from the rest of the world to reconstruct the emergence of Delta and quantify its introduction to and regional dissemination across England in the context of changing travel and social restrictions. Using analysis of human movement, contact tracing and virus genomic data, we find that the geographic focus of the expansion of Delta shifted from India to a more global pattern in early May 2021. In England, Delta lineages were introduced more than 1,000 times and spread nationally as non-pharmaceutical interventions were relaxed. We find that hotel quarantine for travellers reduced onward transmission from importations; however, the transmission chains that later dominated the Delta wave in England were seeded before travel restrictions were introduced. Increasing inter-regional travel within England drove the nationwide dissemination of Delta, with some cities receiving more than 2,000 observable lineage introductions from elsewhere. Subsequently, increased levels of local population mixing—and not the number of importations—were associated with the faster relative spread of Delta. The invasion dynamics of Delta depended on spatial heterogeneity in contact patterns, and our findings will inform optimal spatial interventions to reduce the transmission of current and future variants of concern, such as Omicron (Pango lineage B.1.1.529). Nature Publishing Group UK 2022-08-11 2022 /pmc/articles/PMC9534748/ /pubmed/35952712 http://dx.doi.org/10.1038/s41586-022-05200-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
McCrone, John T.
Hill, Verity
Bajaj, Sumali
Pena, Rosario Evans
Lambert, Ben C.
Inward, Rhys
Bhatt, Samir
Volz, Erik
Ruis, Christopher
Dellicour, Simon
Baele, Guy
Zarebski, Alexander E.
Sadilek, Adam
Wu, Neo
Schneider, Aaron
Ji, Xiang
Raghwani, Jayna
Jackson, Ben
Colquhoun, Rachel
O’Toole, Áine
Peacock, Thomas P.
Twohig, Kate
Thelwall, Simon
Dabrera, Gavin
Myers, Richard
Faria, Nuno R.
Huber, Carmen
Bogoch, Isaac I.
Khan, Kamran
du Plessis, Louis
Barrett, Jeffrey C.
Aanensen, David M.
Barclay, Wendy S.
Chand, Meera
Connor, Thomas
Loman, Nicholas J.
Suchard, Marc A.
Pybus, Oliver G.
Rambaut, Andrew
Kraemer, Moritz U. G.
Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title_full Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title_fullStr Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title_full_unstemmed Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title_short Context-specific emergence and growth of the SARS-CoV-2 Delta variant
title_sort context-specific emergence and growth of the sars-cov-2 delta variant
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534748/
https://www.ncbi.nlm.nih.gov/pubmed/35952712
http://dx.doi.org/10.1038/s41586-022-05200-3
work_keys_str_mv AT mccronejohnt contextspecificemergenceandgrowthofthesarscov2deltavariant
AT hillverity contextspecificemergenceandgrowthofthesarscov2deltavariant
AT bajajsumali contextspecificemergenceandgrowthofthesarscov2deltavariant
AT penarosarioevans contextspecificemergenceandgrowthofthesarscov2deltavariant
AT lambertbenc contextspecificemergenceandgrowthofthesarscov2deltavariant
AT inwardrhys contextspecificemergenceandgrowthofthesarscov2deltavariant
AT bhattsamir contextspecificemergenceandgrowthofthesarscov2deltavariant
AT volzerik contextspecificemergenceandgrowthofthesarscov2deltavariant
AT ruischristopher contextspecificemergenceandgrowthofthesarscov2deltavariant
AT dellicoursimon contextspecificemergenceandgrowthofthesarscov2deltavariant
AT baeleguy contextspecificemergenceandgrowthofthesarscov2deltavariant
AT zarebskialexandere contextspecificemergenceandgrowthofthesarscov2deltavariant
AT sadilekadam contextspecificemergenceandgrowthofthesarscov2deltavariant
AT wuneo contextspecificemergenceandgrowthofthesarscov2deltavariant
AT schneideraaron contextspecificemergenceandgrowthofthesarscov2deltavariant
AT jixiang contextspecificemergenceandgrowthofthesarscov2deltavariant
AT raghwanijayna contextspecificemergenceandgrowthofthesarscov2deltavariant
AT jacksonben contextspecificemergenceandgrowthofthesarscov2deltavariant
AT colquhounrachel contextspecificemergenceandgrowthofthesarscov2deltavariant
AT otooleaine contextspecificemergenceandgrowthofthesarscov2deltavariant
AT peacockthomasp contextspecificemergenceandgrowthofthesarscov2deltavariant
AT twohigkate contextspecificemergenceandgrowthofthesarscov2deltavariant
AT thelwallsimon contextspecificemergenceandgrowthofthesarscov2deltavariant
AT dabreragavin contextspecificemergenceandgrowthofthesarscov2deltavariant
AT myersrichard contextspecificemergenceandgrowthofthesarscov2deltavariant
AT contextspecificemergenceandgrowthofthesarscov2deltavariant
AT farianunor contextspecificemergenceandgrowthofthesarscov2deltavariant
AT hubercarmen contextspecificemergenceandgrowthofthesarscov2deltavariant
AT bogochisaaci contextspecificemergenceandgrowthofthesarscov2deltavariant
AT khankamran contextspecificemergenceandgrowthofthesarscov2deltavariant
AT duplessislouis contextspecificemergenceandgrowthofthesarscov2deltavariant
AT barrettjeffreyc contextspecificemergenceandgrowthofthesarscov2deltavariant
AT aanensendavidm contextspecificemergenceandgrowthofthesarscov2deltavariant
AT barclaywendys contextspecificemergenceandgrowthofthesarscov2deltavariant
AT chandmeera contextspecificemergenceandgrowthofthesarscov2deltavariant
AT connorthomas contextspecificemergenceandgrowthofthesarscov2deltavariant
AT lomannicholasj contextspecificemergenceandgrowthofthesarscov2deltavariant
AT suchardmarca contextspecificemergenceandgrowthofthesarscov2deltavariant
AT pybusoliverg contextspecificemergenceandgrowthofthesarscov2deltavariant
AT rambautandrew contextspecificemergenceandgrowthofthesarscov2deltavariant
AT kraemermoritzug contextspecificemergenceandgrowthofthesarscov2deltavariant