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  1. Article: CLIMB-COVID: continuous integration supporting decentralised sequencing for SARS-CoV-2 genomic surveillance

    Nicholls, Samuel M. / Poplawski, Radoslaw / Bull, Matthew J. / Underwood, Anthony / Chapman, Michael / Abu-Dahab, Khalil / Taylor, Ben / Colquhoun, Rachel M. / Rowe, Will P. M. / Jackson, Ben / Hill, Verity / O’Toole, Áine / Rey, Sara / Southgate, Joel / Amato, Roberto / Livett, Rich / Gonçalves, Sónia / Harrison, Ewan M. / Peacock, Sharon J. /
    Aanensen, David M. / Rambaut, Andrew / Connor, Thomas R. / Loman, Nicholas J.

    Genome biology. 2021 Dec., v. 22, no. 1

    2021  

    Abstract: In response to the ongoing SARS-CoV-2 pandemic in the UK, the COVID-19 Genomics UK (COG-UK) consortium was formed to rapidly sequence SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, ... ...

    Institution The COVID-19 Genomics UK (COG-UK) Consortium
    Abstract In response to the ongoing SARS-CoV-2 pandemic in the UK, the COVID-19 Genomics UK (COG-UK) consortium was formed to rapidly sequence SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, academic institutes, regional sequencing centres and the four UK Public Health Agencies. We describe the development and deployment of CLIMB-COVID, an encompassing digital infrastructure to address the challenge of collecting and integrating both genomic sequencing data and sample-associated metadata produced across the COG-UK network.
    Keywords COVID-19 infection ; Severe acute respiratory syndrome coronavirus 2 ; genome ; genomics ; metadata ; monitoring ; pandemic ; public health
    Language English
    Dates of publication 2021-12
    Size p. 196.
    Publishing place BioMed Central
    Document type Article
    Note Editorial
    ZDB-ID 2040529-7
    ISSN 1474-760X
    ISSN 1474-760X
    DOI 10.1186/s13059-021-02395-y
    Database NAL-Catalogue (AGRICOLA)

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  2. Article ; Online: CLIMB-COVID: continuous integration supporting decentralised sequencing for SARS-CoV-2 genomic surveillance.

    Nicholls, Samuel M / Poplawski, Radoslaw / Bull, Matthew J / Underwood, Anthony / Chapman, Michael / Abu-Dahab, Khalil / Taylor, Ben / Colquhoun, Rachel M / Rowe, Will P M / Jackson, Ben / Hill, Verity / O'Toole, Áine / Rey, Sara / Southgate, Joel / Amato, Roberto / Livett, Rich / Gonçalves, Sónia / Harrison, Ewan M / Peacock, Sharon J /
    Aanensen, David M / Rambaut, Andrew / Connor, Thomas R / Loman, Nicholas J

    Genome biology

    2021  Volume 22, Issue 1, Page(s) 196

    Abstract: In response to the ongoing SARS-CoV-2 pandemic in the UK, the COVID-19 Genomics UK (COG-UK) consortium was formed to rapidly sequence SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, ... ...

    Abstract In response to the ongoing SARS-CoV-2 pandemic in the UK, the COVID-19 Genomics UK (COG-UK) consortium was formed to rapidly sequence SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, academic institutes, regional sequencing centres and the four UK Public Health Agencies. We describe the development and deployment of CLIMB-COVID, an encompassing digital infrastructure to address the challenge of collecting and integrating both genomic sequencing data and sample-associated metadata produced across the COG-UK network.
    MeSH term(s) COVID-19/epidemiology ; Cloud Computing ; Epidemiological Monitoring ; Genome, Viral ; Genomics/organization & administration ; Humans ; SARS-CoV-2/genetics ; Sequence Analysis, DNA ; United Kingdom ; User-Computer Interface ; Whole Genome Sequencing
    Language English
    Publishing date 2021-07-01
    Publishing country England
    Document type Editorial ; Research Support, Non-U.S. Gov't
    ZDB-ID 2040529-7
    ISSN 1474-760X ; 1474-760X
    ISSN (online) 1474-760X
    ISSN 1474-760X
    DOI 10.1186/s13059-021-02395-y
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article ; Online: MAJORA: Continuous integration supporting decentralised sequencing for SARS-CoV-2 genomic surveillance

    Nicholls, Samuel M. / Poplawski, Radoslaw / Bull, Matthew J. / Underwood, Anthony / Chapman, Michael / Abu-Dahab, Khalil / Taylor, Ben / Jackson, Ben / Rey, Sara / Amato, Roberto / Livett, Rich / Gonçalves, Sónia / Harrison, Ewan M. / Peacock, Sharon J. / Aanensen, David M / Rambaut, Andrew / Connor, Thomas R. / Loman, Nicholas J.

    bioRxiv

    Abstract: Genomic epidemiology has become an increasingly common tool for epidemic response. Recent technological advances have made it possible to sequence genomes rapidly enough to inform outbreak response, and cheaply enough to justify dense sampling of even ... ...

    Abstract Genomic epidemiology has become an increasingly common tool for epidemic response. Recent technological advances have made it possible to sequence genomes rapidly enough to inform outbreak response, and cheaply enough to justify dense sampling of even large epidemics. With increased availability of sequencing it is possible for agile networks of sequencing facilities to collaborate on the sequencing and analysis of epidemic genomic data. In response to the ongoing SARS-CoV-2 pandemic in the United Kingdom, the COVID-19 Genomics UK (COG-UK) consortium was formed with the aim of rapidly sequencing SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, academic institutes, regional sequencing centres and the four UK Public Health Agencies. We describe the development and deployment of Majora, an encompassing digital infrastructure to address the challenge of collecting and integrating both genomic sequencing data and sample-associated metadata produced across the COG-UK network. The system was designed and implemented pragmatically to stand up capacity rapidly in a pandemic caused by a novel virus. This approach has underpinned the success of COG-UK, which has rapidly become the leading contributor of SARS-CoV-2 genomes to international databases and has generated over 60,000 sequences to date.
    Keywords covid19
    Publisher BioRxiv; WHO
    Document type Article ; Online
    DOI 10.1101/2020.10.06.328328
    Database COVID19

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  4. Article ; Online: MAJORA: Continuous integration supporting decentralised sequencing for SARS-CoV-2 genomic surveillance

    Nicholls, Samuel M / Poplawski, Radoslaw / Bull, Matthew J / Underwood, Anthony / Chapman, Michael / Abu-Dahab, Khalil / Taylor, Ben / Jackson, Ben / Rey, Sara / Amato, Roberto / Livett, Rich / Goncalves, Sonia / Harrison, Ewan M / Peacock, Sharon J / Aanensen, David M / Rambaut, Andrew / Connor, Thomas R / Loman, Nicholas J / The COVID-19 Genomics UK Consortium (COG-UK)

    bioRxiv

    Abstract: Genomic epidemiology has become an increasingly common tool for epidemic response. Recent technological advances have made it possible to sequence genomes rapidly enough to inform outbreak response, and cheaply enough to justify dense sampling of even ... ...

    Abstract Genomic epidemiology has become an increasingly common tool for epidemic response. Recent technological advances have made it possible to sequence genomes rapidly enough to inform outbreak response, and cheaply enough to justify dense sampling of even large epidemics. With increased availability of sequencing it is possible for agile networks of sequencing facilities to collaborate on the sequencing and analysis of epidemic genomic data. In response to the ongoing SARS-CoV-2 pandemic in the United Kingdom, the COVID-19 Genomics UK (COG-UK) consortium was formed with the aim of rapidly sequencing SARS-CoV-2 genomes as part of a national-scale genomic surveillance strategy. The network consists of universities, academic institutes, regional sequencing centres and the four UK Public Health Agencies. We describe the development and deployment of Majora, an encompassing digital infrastructure to address the challenge of collecting and integrating both genomic sequencing data and sample-associated metadata produced across the COG-UK network. The system was designed and implemented pragmatically to stand up capacity rapidly in a pandemic caused by a novel virus. This approach has underpinned the success of COG-UK, which has rapidly become the leading contributor of SARS-CoV-2 genomes to international databases and has generated over 60,000 sequences to date.
    Keywords covid19
    Language English
    Publishing date 2020-10-07
    Publisher Cold Spring Harbor Laboratory
    Document type Article ; Online
    DOI 10.1101/2020.10.06.328328
    Database COVID19

    Full text online

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  5. Article ; Online: Evaluating the Effects of SARS-CoV-2 Spike Mutation D614G on Transmissibility and Pathogenicity

    Volz, Erik / Hill, Verity / McCrone, John T. / Price, Anna / Jorgensen, David / O’Toole, Áine / Southgate, Joel / Johnson, Robert / Jackson, Ben / Nascimento, Fabricia F. / Rey, Sara M. / Nicholls, Samuel M. / Colquhoun, Rachel M. / da Silva Filipe, Ana / Shepherd, James / Pascall, David J. / Shah, Rajiv / Jesudason, Natasha / Li, Kathy /
    Jarrett, Ruth / Pacchiarini, Nicole / Bull, Matthew / Geidelberg, Lily / Siveroni, Igor / Goodfellow, Ian / Loman, Nicholas J. / Pybus, Oliver G. / Robertson, Dave / Thomson, Emma C. / Rambaut, Andrew / Connor, Thomas R. / Koshy, Cherian / Wise, Emma / Cortes, Nick / Lynch, Jessica / Kidd, Stephen / Mori, Matilde / Fairley, Derek J. / Curran, Tanya / McKenna, James P. / Adams, Helen / Fraser, Christophe / Golubchik, Tanya / Bonsall, David / Moore, Catrin / Caddy, Sarah L. / Khokhar, Fahad A. / Wantoch, Michelle / Reynolds, Nicola / Warne, Ben / Maksimovic, Joshua / Spellman, Karla / McCluggage, Kathryn / John, Michaela / Beér, Robert / Afifi, Safiah / Morgan, Siân / Marchbank, Angela / Kitchen, C. / Gulliver, Huw / Merrick, Ian / Guest, Martyn / Munn, Robert / Workman, Trudy / Fuller, William / Bresner, Catherine / Snell, Luke B. / Charalampous, Themoula / Nebbia, Gaia / Batra, Rahul / Edgeworth, Jonathan / Robson, Samuel C. / Beckett, Angela / Loveson, Katie F. / Aanensen, David M. / Underwood, Anthony P. / Yeats, Corin A. / Abudahab, Khalil / Taylor, Ben E.W. / Menegazzo, Mirko / Clark, Gemma / Smith, Wendy / Khakh, Manjinder / Fleming, Vicki M. / Lister, Michelle M. / Howson-Wells, Hannah C. / Berry, Louise / Boswell, Tim / Joseph, Amelia / Willingham, Iona / Bird, Paul / Helmer, Thomas / Fallon, Karlie / Holmes, Christopher / Tang, Julian / Raviprakash, Veena / Campbell, Sharon / Sheriff, Nicola / Loose, Matthew W. / Holmes, Nadine / Moore, Christopher / Carlile, Matthew / Wright, Victoria / Sang, Fei / Debebe, Johnny / Coll, Francesc / Signell, Adrian W. / Betancor, Gilberto / Wilson, Harry D. / Feltwell, Theresa / Houldcroft, Charlotte J. / Eldirdiri, Sahar / Kenyon, Anita / Davis, Thomas / Pybus, Oliver / Du Plessis, L. / Zarebski, Alex / Raghwani, Jayna / Kraemer, Moritz / Francois, Sarah / Attwood, Stephen / Vasylyeva, Tetyana / Török, Estée / Hamilton, William L. / Goodfellow, Ian G. / Hall, Grant / Jahun, Aminu S. / Chaudhry, Yasmin / Hosmillo, Myra / Pinckert, Malte L. / Georgana, Iliana / Yakovleva, Anna / Meredith, Luke W. / Moses, S. / Lowe, Hannah / Ryan, Felicity / Fisher, Chloe L. / Awan, Ali R. / Boyes, John / Breuer, Judith / Harris, Kathryn Ann / Brown, Julianne Rose / Shah, Divya / Atkinson, Laura / Lee, Jack C.D. / Alcolea-Medina, Adela / Moore, Nathan / Cortes, Nicholas / Williams, Rebecca / Chapman, Michael R. / Levett, Lisa J. / Heaney, Judith / Smith, Darren L. / Bashton, Matthew / Young, Gregory R. / Allan, John / Loh, Joshua / Randell, Paul A. / Cox, Ali / Madona, Pinglawathee / Holmes, Alison / Bolt, Frances / Price, James / Mookerjee, Siddharth / Rowan, Aileen / Taylor, Graham P. / Ragonnet-Cronin, Manon / Johnson, Rob / Boyd, Olivia / Volz, Erik M. / Brunker, Kirstyn / Smollett, Katherine L. / Quick, Joshua / McMurray, Claire / Stockton, Joanne / Nicholls, Sam / Rowe, William / Poplawski, Radoslaw / Martinez-Nunez, Rocio T. / Mason, Jenifer / Robinson, Trevor I. / O'Toole, Elaine / Watts, Joanne / Breen, Cassie / Cowell, Angela / Ludden, Catherine / Sluga, Graciela / Machin, Nicholas W. / Ahmad, Shazaad S.Y. / George, Ryan P. / Halstead, Fenella / Sivaprakasam, Venkat / Shepherd, James G. / Asamaphan, Patawee / Niebel, Marc O. / Li, Kathy K. / Shah, Rajiv N. / Jesudason, Natasha G. / Parr, Yasmin A. / Tong, Lily / Broos, Alice / Mair, Daniel / Nichols, Jenna / Carmichael, Stephen N. / Nomikou, Kyriaki / Aranday-Cortes, Elihu / Johnson, NaTasha / Starinskij, Igor / Orton, Richard J. / Hughes, Joseph / Vattipally, Sreenu / Singer, Joshua B. / Hale, Antony D. / Macfarlane-Smith, Louissa R. / Harper, Katherine L. / Taha, Yusri / Payne, Brendan A.I. / Burton-Fanning, Shirelle / Waugh, Sheila / Collins, Jennifer / Eltringham, Gary / Templeton, Kate E. / McHugh, Martin P. / Dewar, Rebecca / Wastenge, Elizabeth / Dervisevic, Samir / Stanley, Rachael / Prakash, Reenesh / Stuart, Claire / Elumogo, Ngozi / Sethi, Dheeraj K. / Meader, Emma J. / Coupland, Lindsay J. / Potter, Will / Graham, Clive / Barton, Edward / Padgett, Debra / Scott, Garren / Swindells, Emma / Greenaway, Jane / Nelson, Andrew / Yew, Wen C. / Resende Silva, Paola C. / Andersson, Monique / Shaw, Robert / Peto, Timothy / Justice, Anita / Eyre, David / Crooke, Derrick / Hoosdally, Sarah / Sloan, Tim J. / Duckworth, Nichola / Walsh, Sarah / Chauhan, Anoop J. / Glaysher, Sharon / Bicknell, Kelly / Wyllie, Sarah / Butcher, Ethan / Elliott, Scott / Lloyd, Allyson / Impey, Robert / Levene, Nick / Monaghan, Lynn / Bradley, Declan T. / Allara, Elias / Pearson, Clare / Muir, Peter / Vipond, Ian B. / Hopes, Richard / Pymont, Hannah M. / Hutchings, Stephanie / Curran, Martin D. / Parmar, Surendra / Lackenby, Angie / Mbisa, Tamyo / Platt, Steven / Miah, Shâhjahân / Bibby, David / Manso, Carmen / Hubb, Jonathan / Chand, Meera / Dabrera, Gavin / Ramsay, Mary / Bradshaw, Daniel / Thornton, Alicia / Myers, Richard / Schaefer, Ulf / Groves, Natalie / Gallagher, Eileen / Lee, David / Williams, David / Ellaby, Nicholas / Harrison, Ian / Hartman, Hassan / Manesis, Nikos / Patel, Vineet / Bishop, Chloe / Chalker, Vicki / Osman, Husam / Bosworth, Andrew / Robinson, Esther / Holden, Matthew T.G. / Shaaban, Sharif / Birchley, Alec / Adams, Alexander / Davies, Alisha / Gaskin, Amy / Plimmer, Amy / Gatica-Wilcox, Bree / McKerr, Caoimhe / Moore, Catherine / Williams, Chris / Heyburn, David / De Lacy, Elen / Hilvers, Ember / Downing, Fatima / Shankar, Giri / Jones, Hannah / Asad, Hibo / Coombes, Jason / Watkins, Joanne / Evans, Johnathan M. / Fina, Laia / Gifford, Laura / Gilbert, Lauren / Graham, Lee / Perry, Malorie / Morgan, Mari / Cronin, Michelle / Craine, Noel / Jones, Rachel / Howe, Robin / Corden, Sally / Rey, Sara / Kumziene-Summerhayes, Sara / Taylor, Sarah / Cottrell, Simon / Jones, Sophie / Edwards, Sue / O’Grady, Justin / Page, Andrew J. / Wain, John / Webber, Mark A. / Mather, Alison E. / Baker, David J. / Rudder, Steven / Yāsir, Muḥammad / Thomson, Nicholas M. / Aydin, Alp / Tedim, Ana P. / Kay, Gemma L. / Trotter, Alexander J. / Gilroy, Rachel A.J. / Alikhan, Nabil-Fareed / de Oliveira Martins, Leonardo / Le-Viet, Thanh / Meadows, Lizzie / Kolyva, Anastasia / Diaz, Maria / Bell, Andrew / Gutierrez, Ana Victoria / Charles, Ian G. / Adriaenssens, Evelien M. / Kingsley, Robert A. / Casey, Anna / Simpson, D. A. / Molnár, Zoltán / Thompson, Thomas / Acheson, Erwan / Masoli, Jane A.H. / Knight, Bridget A. / Hattersley, Andrew / Ellard, Sian / Auckland, Cressida / Mahungu, Tabitha W. / Irish-Tavares, Dianne / Haque, Tanzina / Bourgeois, Yann / Scarlett, Garry P. / Partridge, David G. / Raza, Mohammad / Evans, Cariad / Johnson, Kate / Liggett, Steven / Baker, Paul / Essex, Sarah / Lyons, Ronan A. / Caller, Laura G. / Castellano, Sergi / Williams, Rachel J. / Kristiansen, Mark / Roy, Sunando / Williams, Charlotte A. / Dyal, Patricia L. / Tutill, Helena J. / Panchbhaya, Yasmin N. / Forrest, Leysa M. / Niola, Paola / Findlay, Jacqueline / Brooks, Tony T. / Gavriil, Artemis / Mestek-Boukhibar, Lamia / Weeks, Sam / Pandey, Sarojini / Berry, Lisa / Jones, K. E. / Richter, Alex / Beggs, Andrew / Smith, Colin P. / Bucca, Giselda / Hesketh, Andrew R. / Harrison, Ewan M. / Peacock, Sharon J. / Eser, Sophie / Churcher, Carol M. / Bellis, Katherine L. / Girgis, Sophia T. / Naydenova, Plamena / Blane, Beth / Sridhar, Sushmita / Ruis, Chris / Forrest, Sally / Cormie, Claire / Gill, Harmeet K. / Dias, Joana / Higginson, Ellen E. / Maes, Mailis / Young, Jamie / Kermack, Leanne M. / Hadjirin, Nazreen F. / Aggarwal, Dinesh / Griffith, Luke / Swingler, Tracey / Davidson, Rose K. / Williams, Thomas / Balcazar, Carlos E. / Gallagher, Michael D. / O'Toole, Áine / Rooke, Stefan / Colquhoun, Rachel / Ashworth, Jordan / McCrone, J.T. / Scher, Emily / Yu, Xiaoyu / Williamson, Kathleen A. / Stanton, Thomas D. / Michell, Stephen L. / Bewshea, Claire M. / Temperton, Ben / Michelsen, Michelle L. / Warwick-Dugdale, Joanna / Manley, Robin / Farbos, Audrey / Harrison, James W. / Sambles, Christine M. / Studholme, David J. / Jeffries, Aaron R. / Darby, Alistair C. / Hiscox, Julian A. / Paterson, Steve / Iturriza-Gomara, Miren / Jackson, Kathryn A. / Lucaci, Anita O. / Vamos, Edith E. / Hughes, Margaret / Rainbow, Lucille / Eccles, Richard / Nelson, Charlotte / Whitehead, Mark / Turtle, Lance / Haldenby, Sam T. / Gregory, Richard / Gemmell, Matthew / Kwiatkowski, Dominic / de Silva, Thushan I. / Smith, Nikki / Angyal, Adrienn / Lindsey, Benjamin B. / Groves, Danielle C. / Green, Luke R. / Wang, Dennis / Freeman, Timothy M. / Parker, Matthew D. / Keeley, Alexander J. / Parsons, Paul J. / Tucker, Rachel M. / Brown, Rebecca / Wyles, Matthew / Constantinidou, Chrystala / Unnikrishnan, Meera / Ott, Sascha / Cheng, Jeffrey K.J. / Bridgewater, Hannah E. / Frost, Lucy R. / Taylor-Joyce, Grace / Stark, Richard / Baxter, Laura / Alam, Mohammad T. / Brown, Paul E. / McClure, Patrick C. / Chappell, Joseph G. / Tsoleridis, Theocharis / Ball, Jonathan / Gramatopoulos, Dimitris / Buck, David / Todd, John A. / Green, Angie / Trebes, Amy / MacIntyre-Cockett, George / de Cesare, Mariateresa / Langford, Cordelia / Alderton, Alex / Amato, Roberto / Goncalves, Sonia / Jackson, David K. / Johnston, Ian / Sillitoe, John / Palmer, Steve / Lawniczak, Mara / Berriman, Matt / Danesh, John / Livett, Rich / Shirley, Lesley / Farr, Ben / Quail, Mike / Thurston, Scott / Park, Naomi / Betteridge, Emma / Weldon, Danni / Goodwin, Scott / Nelson, Rachel / Beaver, Charlotte / Letchford, Laura / Jackson, David A. / Foulser, Luke / McMinn, Liz / Prestwood, Liam / Kay, Sally / Kane, Leanne / Dorman, Matthew J. / Martincorena, Inigo / Puethe, Christoph / Keatley, Jon-Paul / Tonkin-Hill, Gerry / Smith, Christen / Jamrozy, Dorota / Beale, Mathew A. / Patel, Minal / Ariani, Cristina / Spencer-Chapman, Michael / Drury, Eleanor / Lo, Stephanie / Rajatileka, Shavanthi / Scott, Carol / James, Keith / Buddenborg, Sarah K. / Berger, Duncan J. / Patel, Gaurang / Garcia-Casado, Maria V. / Dibling, Thomas / McGuigan, Samantha / Rogers, Hazel A. / Hunter, Adam D. / Souster, Emily / Neaverson, Alexandra S.

    Cell. 2021 Jan. 07, v. 184, no. 1 p.64-75.e11

    2021  

    Abstract: Global dispersal and increasing frequency of the SARS-CoV-2 spike protein variant D614G are suggestive of a selective advantage but may also be due to a random founder effect. We investigate the hypothesis for positive selection of spike D614G in the ... ...

    Institution COG-UK Consortium
    Abstract Global dispersal and increasing frequency of the SARS-CoV-2 spike protein variant D614G are suggestive of a selective advantage but may also be due to a random founder effect. We investigate the hypothesis for positive selection of spike D614G in the United Kingdom using more than 25,000 whole genome SARS-CoV-2 sequences. Despite the availability of a large dataset, well represented by both spike 614 variants, not all approaches showed a conclusive signal of positive selection. Population genetic analysis indicates that 614G increases in frequency relative to 614D in a manner consistent with a selective advantage. We do not find any indication that patients infected with the spike 614G variant have higher COVID-19 mortality or clinical severity, but 614G is associated with higher viral load and younger age of patients. Significant differences in growth and size of 614G phylogenetic clusters indicate a need for continued study of this variant.
    Keywords COVID-19 infection ; Severe acute respiratory syndrome coronavirus 2 ; data collection ; founder effect ; genetic analysis ; genome ; mortality ; mutation ; pathogenicity ; phylogeny ; viral load ; United Kingdom ; COVID-19 ; SARS-CoV-2 ; evolution ; epidemiology ; spike
    Language English
    Dates of publication 2021-0107
    Size p. 64-75.e11.
    Publishing place Elsevier Inc.
    Document type Article ; Online
    Note NAL-AP-2-clean
    ZDB-ID 187009-9
    ISSN 1097-4172 ; 0092-8674
    ISSN (online) 1097-4172
    ISSN 0092-8674
    DOI 10.1016/j.cell.2020.11.020
    Database NAL-Catalogue (AGRICOLA)

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