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1.
EuropePMC;
Preprint in English | EuropePMC | ID: ppcovidwho-327450

ABSTRACT

ABSTRACT Background SARS-CoV-2 emerged in the UK in January 2020 and spread rapidly in different communities. The UK Government introduced a series of measures including national ‘lockdowns’ and regional ‘tiers’ to control virus transmission. As the outbreak continued, new variants were detected through two national disease monitoring programmes. Longitudinal records of their emergence and spread provide information with which we investigate factors affecting disease spread and the effectiveness of interventions. Methods We analysed the spatio-temporal dynamics of positive tests for COVID-19 on Teesside, UK throughout 2020. We investigated putative risk factors for infection, specifically, socio-economic deprivation, weather, and government interventions (lockdown). We used a combination of disease mapping and mixed-effect modelling to investigate the dynamics of positive tests from two sampling strategies and the spread of particular variants of the virus as they emerged on Teesside. Results SARS-CoV-2 spread was related to the extent of social deprivation, lockdown interventions and weather conditions over the period of the study. Cases in the first wave appeared to be associated with the first lockdown, but interventions had less impact on the second wave. Conclusions There was spatial and temporal heterogeneity in the distribution of different lineages, with spread faster in some lineages than others and varying across the region. Positive tests within region appeared to be related to levels of socio-economic deprivation. The interventions appeared to have different effects in the two waves of disease, and were associated with reduced numbers of records in the first wave, but having no effect during the second.

2.
McCrone, J. T.; Hill, V.; Bajaj, S.; Pena, R. E.; Lambert, B. C.; Inward, R.; Bhatt, S.; Volz, E.; Ruis, C.; Dellicour, S.; Baele, G.; Zarebski, A. E.; Sadilek, A.; Wu, N.; Schneider, A.; Ji, X.; Raghwani, J.; Jackson, B.; Colquhoun, R.; O'Toole, Á, Peacock, T. P.; Twohig, K.; Thelwall, S.; Dabrera, G.; Myers, R.; Faria, N. R.; Huber, C.; Bogoch, I. I.; Khan, K.; du Plessis, L.; Barrett, J. C.; Aanensen, D. M.; Barclay, W. S.; Chand, M.; Connor, T.; Loman, N. J.; Suchard, M. A.; Pybus, O. G.; Rambaut, A.; Kraemer, M. U. G.; Robson, S. C.; Connor, T. R.; Loman, N. J.; Golubchik, T.; Martinez Nunez, R. T.; Bonsall, D.; Rambaut, A.; Snell, L. B.; Livett, R.; Ludden, C.; Corden, S.; Nastouli, E.; Nebbia, G.; Johnston, I.; Lythgoe, K.; Estee Torok, M.; Goodfellow, I. G.; Prieto, J. A.; Saeed, K.; Jackson, D. K.; Houlihan, C.; Frampton, D.; Hamilton, W. L.; Witney, A. A.; Bucca, G.; Pope, C. F.; Moore, C.; Thomson, E. C.; Harrison, E. M.; Smith, C. P.; Rogan, F.; Beckwith, S. M.; Murray, A.; Singleton, D.; Eastick, K.; Sheridan, L. A.; Randell, P.; Jackson, L. M.; Ariani, C. V.; Gonçalves, S.; Fairley, D. J.; Loose, M. W.; Watkins, J.; Moses, S.; Nicholls, S.; Bull, M.; Amato, R.; Smith, D. L.; Aanensen, D. M.; Barrett, J. C.; Aggarwal, D.; Shepherd, J. G.; Curran, M. D.; Parmar, S.; Parker, M. D.; Williams, C.; Glaysher, S.; Underwood, A. P.; Bashton, M.; Pacchiarini, N.; Loveson, K. F.; Byott, M.; Carabelli, A. M.; Templeton, K. E.; de Silva, T. I.; Wang, D.; Langford, C. F.; Sillitoe, J.; Gunson, R. N.; Cottrell, S.; O'Grady, J.; Kwiatkowski, D.; Lillie, P. J.; Cortes, N.; Moore, N.; Thomas, C.; Burns, P. J.; Mahungu, T. W.; Liggett, S.; Beckett, A. H.; Holden, M. T. G.; Levett, L. J.; Osman, H.; Hassan-Ibrahim, M. O.; Simpson, D. A.; Chand, M.; Gupta, R. K.; Darby, A. C.; Paterson, S.; Pybus, O. G.; Volz, E. M.; de Angelis, D.; Robertson, D. L.; Page, A. J.; Martincorena, I.; Aigrain, L.; Bassett, A. R.; Wong, N.; Taha, Y.; Erkiert, M. J.; Spencer Chapman, M. H.; Dewar, R.; McHugh, M. P.; Mookerjee, S.; Aplin, S.; Harvey, M.; Sass, T.; Umpleby, H.; Wheeler, H.; McKenna, J. P.; Warne, B.; Taylor, J. F.; Chaudhry, Y.; Izuagbe, R.; Jahun, A. S.; Young, G. R.; McMurray, C.; McCann, C. M.; Nelson, A.; Elliott, S.; Lowe, H.; Price, A.; Crown, M. R.; Rey, S.; Roy, S.; Temperton, B.; Shaaban, S.; Hesketh, A. R.; Laing, K. G.; Monahan, I. M.; Heaney, J.; Pelosi, E.; Silviera, S.; Wilson-Davies, E.; Fryer, H.; Adams, H.; du Plessis, L.; Johnson, R.; Harvey, W. T.; Hughes, J.; Orton, R. J.; Spurgin, L. G.; Bourgeois, Y.; Ruis, C.; O'Toole, Á, Gourtovaia, M.; Sanderson, T.; Fraser, C.; Edgeworth, J.; Breuer, J.; Michell, S. L.; Todd, J. A.; John, M.; Buck, D.; Gajee, K.; Kay, G. L.; Peacock, S. J.; Heyburn, D.; Kitchman, K.; McNally, A.; Pritchard, D. T.; Dervisevic, S.; Muir, P.; Robinson, E.; Vipond, B. B.; Ramadan, N. A.; Jeanes, C.; Weldon, D.; Catalan, J.; Jones, N.; da Silva Filipe, A.; Williams, C.; Fuchs, M.; Miskelly, J.; Jeffries, A. R.; Oliver, K.; Park, N. R.; Ash, A.; Koshy, C.; Barrow, M.; Buchan, S. L.; Mantzouratou, A.; Clark, G.; Holmes, C. W.; Campbell, S.; Davis, T.; Tan, N. K.; Brown, J. R.; Harris, K. A.; Kidd, S. P.; Grant, P. R.; Xu-McCrae, L.; Cox, A.; Madona, P.; Pond, M.; Randell, P. A.; Withell, K. T.; Williams, C.; Graham, C.; Denton-Smith, R.; Swindells, E.; Turnbull, R.; Sloan, T. J.; Bosworth, A.; Hutchings, S.; Pymont, H. M.; Casey, A.; Ratcliffe, L.; Jones, C. R.; Knight, B. A.; Haque, T.; Hart, J.; Irish-Tavares, D.; Witele, E.; Mower, C.; Watson, L. K.; Collins, J.; Eltringham, G.; Crudgington, D.; Macklin, B.; Iturriza-Gomara, M.; Lucaci, A. O.; McClure, P. C.; Carlile, M.; Holmes, N.; Moore, C.; Storey, N.; Rooke, S.; Yebra, G.; Craine, N.; Perry, M.; Alikhan, N. F.; Bridgett, S.; Cook, K. F.; Fearn, C.; Goudarzi, S.; Lyons, R. A.; Williams, T.; Haldenby, S. T.; Durham, J.; Leonard, S.; Davies, R. M.; Batra, R.; Blane, B.; Spyer, M. J.; Smith, P.; Yavus, M.; Williams, R. J.; Mahanama, A. I. K.; Samaraweera, B.; Girgis, S. T.; Hansford, S. E.; Green, A.; Beaver, C.; Bellis, K. L.; Dorman, M. J.; Kay, S.; Prestwood, L.; Rajatileka, S.; Quick, J.; Poplawski, R.; Reynolds, N.; Mack, A.; Morriss, A.; Whalley, T.; Patel, B.; Georgana, I.; Hosmillo, M.; Pinckert, M. L.; Stockton, J.; Henderson, J. H.; Hollis, A.; Stanley, W.; Yew, W. C.; Myers, R.; Thornton, A.; Adams, A.; Annett, T.; Asad, H.; Birchley, A.; Coombes, J.; Evans, J. M.; Fina, L.; Gatica-Wilcox, B.; Gilbert, L.; Graham, L.; Hey, J.; Hilvers, E.; Jones, S.; Jones, H.; Kumziene-Summerhayes, S.; McKerr, C.; Powell, J.; Pugh, G.; Taylor, S.; Trotter, A. J.; Williams, C. A.; Kermack, L. M.; Foulkes, B. H.; Gallis, M.; Hornsby, H. R.; Louka, S. F.; Pohare, M.; Wolverson, P.; Zhang, P.; MacIntyre-Cockett, G.; Trebes, A.; Moll, R. J.; Ferguson, L.; Goldstein, E. J.; Maclean, A.; Tomb, R.; Starinskij, I.; Thomson, L.; Southgate, J.; Kraemer, M. U. G.; Raghwani, J.; Zarebski, A. E.; Boyd, O.; Geidelberg, L.; Illingworth, C. J.; Jackson, C.; Pascall, D.; Vattipally, S.; Freeman, T. M.; Hsu, S. N.; Lindsey, B. B.; James, K.; Lewis, K.; Tonkin-Hill, G.; Tovar-Corona, J. M.; Cox, M.; Abudahab, K.; Menegazzo, M.; Taylor, B. E. W.; Yeats, C. A.; Mukaddas, A.; Wright, D. W.; de Oliveira Martins, L.; Colquhoun, R.; Hill, V.; Jackson, B.; McCrone, J. T.; Medd, N.; Scher, E.; Keatley, J. P.; Curran, T.; Morgan, S.; Maxwell, P.; Smith, K.; Eldirdiri, S.; Kenyon, A.; Holmes, A. H.; Price, J. R.; Wyatt, T.; Mather, A. E.; Skvortsov, T.; Hartley, J. A.; Guest, M.; Kitchen, C.; Merrick, I.; Munn, R.; Bertolusso, B.; Lynch, J.; Vernet, G.; Kirk, S.; Wastnedge, E.; Stanley, R.; Idle, G.; Bradley, D. T.; Poyner, J.; Mori, M.; Jones, O.; Wright, V.; Brooks, E.; Churcher, C. M.; Fragakis, M.; Galai, K.; Jermy, A.; Judges, S.; McManus, G. M.; Smith, K. S.; Westwick, E.; Attwood, S. W.; Bolt, F.; Davies, A.; De Lacy, E.; Downing, F.; Edwards, S.; Meadows, L.; Jeremiah, S.; Smith, N.; Foulser, L.; Charalampous, T.; Patel, A.; Berry, L.; Boswell, T.; Fleming, V. M.; Howson-Wells, H. C.; Joseph, A.; Khakh, M.; Lister, M. M.; Bird, P. W.; Fallon, K.; Helmer, T.; McMurray, C. L.; Odedra, M.; Shaw, J.; Tang, J. W.; Willford, N. J.; Blakey, V.; Raviprakash, V.; Sheriff, N.; Williams, L. A.; Feltwell, T.; Bedford, L.; Cargill, J. S.; Hughes, W.; Moore, J.; Stonehouse, S.; Atkinson, L.; Lee, J. C. D.; Shah, D.; Alcolea-Medina, A.; Ohemeng-Kumi, N.; Ramble, J.; Sehmi, J.; Williams, R.; Chatterton, W.; Pusok, M.; Everson, W.; Castigador, A.; Macnaughton, E.; El Bouzidi, K.; Lampejo, T.; Sudhanva, M.; Breen, C.; Sluga, G.; Ahmad, S. S. Y.; George, R. P.; Machin, N. W.; Binns, D.; James, V.; Blacow, R.; Coupland, L.; Smith, L.; Barton, E.; Padgett, D.; Scott, G.; Cross, A.; Mirfenderesky, M.; Greenaway, J.; Cole, K.; Clarke, P.; Duckworth, N.; Walsh, S.; Bicknell, K.; Impey, R.; Wyllie, S.; Hopes, R.; Bishop, C.; Chalker, V.; et al..
Embase;
Preprint in English | EMBASE | ID: ppcovidwho-326827

ABSTRACT

The Delta variant of concern of SARS-CoV-2 has spread globally causing large outbreaks and resurgences of COVID-19 cases1-3. The emergence of Delta in the UK occurred on the background of a heterogeneous landscape of immunity and relaxation of non-pharmaceutical interventions4,5. Here we analyse 52,992 Delta genomes from England in combination with 93,649 global genomes 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. Through analysis of human movement, contact tracing, and virus genomic data, we find that the focus of geographic expansion of Delta shifted from India to a more global pattern in early May 2021. In England, Delta lineages were introduced >1,000 times and spread nationally as non-pharmaceutical interventions were relaxed. We find that hotel quarantine for travellers from India reduced onward transmission from importations;however the transmission chains that later dominated the Delta wave in England had been already seeded before restrictions were introduced. In England, increasing inter-regional travel drove Delta's nationwide dissemination, with some cities receiving >2,000 observable lineage introductions from other regions. Subsequently, increased levels of local population mixing, not the number of importations, was associated with faster relative growth of Delta. Among US states, we find that regions that previously experienced large waves also had faster Delta growth rates, and a model including interactions between immunity and human behaviour could accurately predict the rise of Delta there. Delta's invasion dynamics depended on fine scale spatial heterogeneity in immunity and contact patterns and our findings will inform optimal spatial interventions to reduce transmission of current and future VOCs such as Omicron.

3.
Robson, S. C.; Connor, T. R.; Loman, N. J.; Golubchik, T.; Nunez, R. T. M.; Bonsall, D.; Rambaut, A.; Snell, L. B.; Livett, R.; Ludden, C.; Corden, S.; Nastouli, E.; Nebbia, G.; Johnston, I.; Lythgoe, K.; Torok, M. E.; Goodfellow, I. G.; Prieto, J. A.; Saeed, K.; Jackson, D. K.; Houlihan, C.; Frampton, D.; Hamilton, W. L.; Witney, A. A.; Bucca, G.; Pope, C. F.; Moore, C.; Thomson, E. C.; Harrison, E. M.; Smith, C. P.; Rogan, F.; Beckwith, S. M.; Murray, A.; Singleton, D.; Eastick, K.; Sheridan, L. A.; Randell, P.; Jackson, L. M.; Ariani, C. V.; Gonçalves, S.; Fairley, D. J.; Loose, M. W.; Watkins, J.; Moses, S.; Nicholls, S.; Bull, M.; Amato, R.; Smith, D. L.; Aanensen, D. M.; Barrett, J. C.; Aggarwal, D.; Shepherd, J. G.; Curran, M. D.; Parmar, S.; Parker, M. D.; Williams, C.; Glaysher, S.; Underwood, A. P.; Bashton, M.; Loveson, K. F.; Byott, M.; Pacchiarini, N.; Carabelli, A. M.; Templeton, K. E.; de Silva, T. I.; Wang, D.; Langford, C. F.; Sillitoe, J.; Gunson, R. N.; Cottrell, S.; O'Grady, J.; Kwiatkowski, D.; Lillie, P. J.; Cortes, N.; Moore, N.; Thomas, C.; Burns, P. J.; Mahungu, T. W.; Liggett, S.; Beckett, A. H.; Holden, M. T. G.; Levett, L. J.; Osman, H.; Hassan-Ibrahim, M. O.; Simpson, D. A.; Chand, M.; Gupta, R. K.; Darby, A. C.; Paterson, S.; Pybus, O. G.; Volz, E. M.; de Angelis, D.; Robertson, D. L.; Page, A. J.; Martincorena, I.; Aigrain, L.; Bassett, A. R.; Wong, N.; Taha, Y.; Erkiert, M. J.; Chapman, M. H. S.; Dewar, R.; McHugh, M. P.; Mookerjee, S.; Aplin, S.; Harvey, M.; Sass, T.; Umpleby, H.; Wheeler, H.; McKenna, J. P.; Warne, B.; Taylor, J. F.; Chaudhry, Y.; Izuagbe, R.; Jahun, A. S.; Young, G. R.; McMurray, C.; McCann, C. M.; Nelson, A.; Elliott, S.; Lowe, H.; Price, A.; Crown, M. R.; Rey, S.; Roy, S.; Temperton, B.; Shaaban, S.; Hesketh, A. R.; Laing, K. G.; Monahan, I. M.; Heaney, J.; Pelosi, E.; Silviera, S.; Wilson-Davies, E.; Adams, H.; du Plessis, L.; Johnson, R.; Harvey, W. T.; Hughes, J.; Orton, R. J.; Spurgin, L. G.; Bourgeois, Y.; Ruis, C.; O'Toole, Á, Gourtovaia, M.; Sanderson, T.; Fraser, C.; Edgeworth, J.; Breuer, J.; Michell, S. L.; Todd, J. A.; John, M.; Buck, D.; Gajee, K.; Kay, G. L.; Peacock, S. J.; Heyburn, D.; Kitchman, K.; McNally, A.; Pritchard, D. T.; Dervisevic, S.; Muir, P.; Robinson, E.; Vipond, B. B.; Ramadan, N. A.; Jeanes, C.; Weldon, D.; Catalan, J.; Jones, N.; da Silva Filipe, A.; Williams, C.; Fuchs, M.; Miskelly, J.; Jeffries, A. R.; Oliver, K.; Park, N. R.; Ash, A.; Koshy, C.; Barrow, M.; Buchan, S. L.; Mantzouratou, A.; Clark, G.; Holmes, C. W.; Campbell, S.; Davis, T.; Tan, N. K.; Brown, J. R.; Harris, K. A.; Kidd, S. P.; Grant, P. R.; Xu-McCrae, L.; Cox, A.; Madona, P.; Pond, M.; Randell, P. A.; Withell, K. T.; Williams, C.; Graham, C.; Denton-Smith, R.; Swindells, E.; Turnbull, R.; Sloan, T. J.; Bosworth, A.; Hutchings, S.; Pymont, H. M.; Casey, A.; Ratcliffe, L.; Jones, C. R.; Knight, B. A.; Haque, T.; Hart, J.; Irish-Tavares, D.; Witele, E.; Mower, C.; Watson, L. K.; Collins, J.; Eltringham, G.; Crudgington, D.; Macklin, B.; Iturriza-Gomara, M.; Lucaci, A. O.; McClure, P. C.; Carlile, M.; Holmes, N.; Moore, C.; Storey, N.; Rooke, S.; Yebra, G.; Craine, N.; Perry, M.; Fearn, N. C.; Goudarzi, S.; Lyons, R. A.; Williams, T.; Haldenby, S. T.; Durham, J.; Leonard, S.; Davies, R. M.; Batra, R.; Blane, B.; Spyer, M. J.; Smith, P.; Yavus, M.; Williams, R. J.; Mahanama, A. I. K.; Samaraweera, B.; Girgis, S. T.; Hansford, S. E.; Green, A.; Beaver, C.; Bellis, K. L.; Dorman, M. J.; Kay, S.; Prestwood, L.; Rajatileka, S.; Quick, J.; Poplawski, R.; Reynolds, N.; Mack, A.; Morriss, A.; Whalley, T.; Patel, B.; Georgana, I.; Hosmillo, M.; Pinckert, M. L.; Stockton, J.; Henderson, J. H.; Hollis, A.; Stanley, W.; Yew, W. C.; Myers, R.; Thornton, A.; Adams, A.; Annett, T.; Asad, H.; Birchley, A.; Coombes, J.; Evans, J. M.; Fina, L.; Gatica-Wilcox, B.; Gilbert, L.; Graham, L.; Hey, J.; Hilvers, E.; Jones, S.; Jones, H.; Kumziene-Summerhayes, S.; McKerr, C.; Powell, J.; Pugh, G.; Taylor, S.; Trotter, A. J.; Williams, C. A.; Kermack, L. M.; Foulkes, B. H.; Gallis, M.; Hornsby, H. R.; Louka, S. F.; Pohare, M.; Wolverson, P.; Zhang, P.; MacIntyre-Cockett, G.; Trebes, A.; Moll, R. J.; Ferguson, L.; Goldstein, E. J.; Maclean, A.; Tomb, R.; Starinskij, I.; Thomson, L.; Southgate, J.; Kraemer, M. U. G.; Raghwani, J.; Zarebski, A. E.; Boyd, O.; Geidelberg, L.; Illingworth, C. J.; Jackson, C.; Pascall, D.; Vattipally, S.; Freeman, T. M.; Hsu, S. N.; Lindsey, B. B.; James, K.; Lewis, K.; Tonkin-Hill, G.; Tovar-Corona, J. M.; Cox, M.; Abudahab, K.; Menegazzo, M.; Taylor, B. E. W.; Yeats, C. A.; Mukaddas, A.; Wright, D. W.; de Oliveira Martins, L.; Colquhoun, R.; Hill, V.; Jackson, B.; McCrone, J. T.; Medd, N.; Scher, E.; Keatley, J. P.; Curran, T.; Morgan, S.; Maxwell, P.; Smith, K.; Eldirdiri, S.; Kenyon, A.; Holmes, A. H.; Price, J. R.; Wyatt, T.; Mather, A. E.; Skvortsov, T.; Hartley, J. A.; Guest, M.; Kitchen, C.; Merrick, I.; Munn, R.; Bertolusso, B.; Lynch, J.; Vernet, G.; Kirk, S.; Wastnedge, E.; Stanley, R.; Idle, G.; Bradley, D. T.; Poyner, J.; Mori, M.; Jones, O.; Wright, V.; Brooks, E.; Churcher, C. M.; Fragakis, M.; Galai, K.; Jermy, A.; Judges, S.; McManus, G. M.; Smith, K. S.; Westwick, E.; Attwood, S. W.; Bolt, F.; Davies, A.; De Lacy, E.; Downing, F.; Edwards, S.; Meadows, L.; Jeremiah, S.; Smith, N.; Foulser, L.; Charalampous, T.; Patel, A.; Berry, L.; Boswell, T.; Fleming, V. M.; Howson-Wells, H. C.; Joseph, A.; Khakh, M.; Lister, M. M.; Bird, P. W.; Fallon, K.; Helmer, T.; McMurray, C. L.; Odedra, M.; Shaw, J.; Tang, J. W.; Willford, N. J.; Blakey, V.; Raviprakash, V.; Sheriff, N.; Williams, L. A.; Feltwell, T.; Bedford, L.; Cargill, J. S.; Hughes, W.; Moore, J.; Stonehouse, S.; Atkinson, L.; Lee, J. C. D.; Shah, D.; Alcolea-Medina, A.; Ohemeng-Kumi, N.; Ramble, J.; Sehmi, J.; Williams, R.; Chatterton, W.; Pusok, M.; Everson, W.; Castigador, A.; Macnaughton, E.; Bouzidi, K. El, Lampejo, T.; Sudhanva, M.; Breen, C.; Sluga, G.; Ahmad, S. S. Y.; George, R. P.; Machin, N. W.; Binns, D.; James, V.; Blacow, R.; Coupland, L.; Smith, L.; Barton, E.; Padgett, D.; Scott, G.; Cross, A.; Mirfenderesky, M.; Greenaway, J.; Cole, K.; Clarke, P.; Duckworth, N.; Walsh, S.; Bicknell, K.; Impey, R.; Wyllie, S.; Hopes, R.; Bishop, C.; Chalker, V.; Harrison, I.; Gifford, L.; Molnar, Z.; Auckland, C.; Evans, C.; Johnson, K.; Partridge, D. G.; Raza, M.; Baker, P.; Bonner, S.; Essex, S.; Murray, L. J.; Lawton, A. I.; Burton-Fanning, S.; Payne, B. A. I.; Waugh, S.; Gomes, A. N.; Kimuli, M.; Murray, D. R.; Ashfield, P.; Dobie, D.; Ashford, F.; Best, A.; Crawford, L.; Cumley, N.; Mayhew, M.; Megram, O.; Mirza, J.; Moles-Garcia, E.; Percival, B.; Driscoll, M.; Ensell, L.; Lowe, H. L.; Maftei, L.; Mondani, M.; Chaloner, N. J.; Cogger, B. J.; Easton, L. J.; Huckson, H.; Lewis, J.; Lowdon, S.; Malone, C. S.; Munemo, F.; Mutingwende, M.; et al..
Embase;
Preprint in English | EMBASE | ID: ppcovidwho-326811

ABSTRACT

The scale of data produced during the SARS-CoV-2 pandemic has been unprecedented, with more than 5 million sequences shared publicly at the time of writing. This wealth of sequence data provides important context for interpreting local outbreaks. However, placing sequences of interest into national and international context is difficult given the size of the global dataset. Often outbreak investigations and genomic surveillance efforts require running similar analyses again and again on the latest dataset and producing reports. We developed civet (cluster investigation and virus epidemiology tool) to aid these routine analyses and facilitate virus outbreak investigation and surveillance. Civet can place sequences of interest in the local context of background diversity, resolving the query into different 'catchments' and presenting the phylogenetic results alongside metadata in an interactive, distributable report. Civet can be used on a fine scale for clinical outbreak investigation, for local surveillance and cluster discovery, and to routinely summarise the virus diversity circulating on a national level. Civet reports have helped researchers and public health bodies feedback genomic information in the appropriate context within a timeframe that is useful for public health.

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