Skip to main content
Top
Published in: Virology Journal 1/2013

Open Access 01-12-2013 | Research

Genetic diversity among pandemic 2009 influenza viruses isolated from a transmission chain

Authors: Sarah L Fordyce, Karoline Bragstad, Svend Stenvang Pedersen, Thøger G Jensen, Bente Gahrn-Hansen, Rod Daniels, Alan Hay, Marie-Louise Kampmann, Christian AW Bruhn, J Victor Moreno-Mayar, María C Ávila-Arcos, M Thomas P Gilbert, Lars P Nielsen

Published in: Virology Journal | Issue 1/2013

Login to get access

Abstract

Background

Influenza viruses such as swine-origin influenza A(H1N1) virus (A(H1N1)pdm09) generate genetic diversity due to the high error rate of their RNA polymerase, often resulting in mixed genotype populations (intra-host variants) within a single infection. This variation helps influenza to rapidly respond to selection pressures, such as those imposed by the immunological host response and antiviral therapy. We have applied deep sequencing to characterize influenza intra-host variation in a transmission chain consisting of three cases due to oseltamivir-sensitive viruses, and one derived oseltamivir-resistant case.

Methods

Following detection of the A(H1N1)pdm09 infections, we deep-sequenced the complete NA gene from two of the oseltamivir-sensitive virus-infected cases, and all eight gene segments of the viruses causing the remaining two cases.

Results

No evidence for the resistance-causing mutation (resulting in NA H275Y substitution) was observed in the oseltamivir-sensitive cases. Furthermore, deep sequencing revealed a subpopulation of oseltamivir-sensitive viruses in the case carrying resistant viruses. We detected higher levels of intra-host variation in the case carrying oseltamivir-resistant viruses than in those infected with oseltamivir-sensitive viruses.

Conclusions

Oseltamivir-resistance was only detected after prophylaxis with oseltamivir, suggesting that the mutation was selected for as a result of antiviral intervention. The persisting oseltamivir-sensitive virus population in the case carrying resistant viruses suggests either that a small proportion survive the treatment, or that the oseltamivir-sensitive virus rapidly re-establishes itself in the virus population after the bottleneck. Moreover, the increased intra-host variation in the oseltamivir-resistant case is consistent with the hypothesis that the population diversity of a RNA virus can increase rapidly following a population bottleneck.
Literature
1.
go back to reference Smith GJD, Vijaykrishna D, Bahl J, Lycett SJ, Worobey M, Pybus OG, Ma SK, Cheung CL, Raghwani J, Bhatt S, Peiris JS, Guan Y, Rambaut A: Origins and evolutionary genomics of the 2009 swine-origin H1N1 influenza A epidemic. Nature 2009, 459: 1122-1126. 10.1038/nature08182PubMedCrossRef Smith GJD, Vijaykrishna D, Bahl J, Lycett SJ, Worobey M, Pybus OG, Ma SK, Cheung CL, Raghwani J, Bhatt S, Peiris JS, Guan Y, Rambaut A: Origins and evolutionary genomics of the 2009 swine-origin H1N1 influenza A epidemic. Nature 2009, 459: 1122-1126. 10.1038/nature08182PubMedCrossRef
2.
go back to reference Domingo E, Martinez-Salas E, Sobrino F, de la Torre JC, Portela A, Ortin J, Lopez-Galindez C, Perenz-Brena P, Villanueva N, Najera R, VandePol S, Steinhauer D, DePolo N, Holland J: The quasispecies (extremely heterogeneous) nature of viral RNA genome populations: biological relevance – a review. Gene 1985, 40: 521-527.CrossRef Domingo E, Martinez-Salas E, Sobrino F, de la Torre JC, Portela A, Ortin J, Lopez-Galindez C, Perenz-Brena P, Villanueva N, Najera R, VandePol S, Steinhauer D, DePolo N, Holland J: The quasispecies (extremely heterogeneous) nature of viral RNA genome populations: biological relevance – a review. Gene 1985, 40: 521-527.CrossRef
3.
go back to reference Domingo E, Holland JJ: RNA virus mutations and fitness for survival. Annu Rev Microbiol 1997, 51: 151-178. 10.1146/annurev.micro.51.1.151PubMedCrossRef Domingo E, Holland JJ: RNA virus mutations and fitness for survival. Annu Rev Microbiol 1997, 51: 151-178. 10.1146/annurev.micro.51.1.151PubMedCrossRef
4.
go back to reference Dugan VG, Chen R, Spiro DJ, Sengamalay N, Zaborksy J, Ghedin E, Nolting J, Swayne DE, Runstadler JA, Happ GM, Senne DA, Wang R, Slemons RD, Holmes EC, Taubenberger JK: The Evolutionary Genetics and Emergence of Avian Influenza Viruses in Wild Bird. PLoS Path 2008, 4: e1000076. 10.1371/journal.ppat.1000076CrossRef Dugan VG, Chen R, Spiro DJ, Sengamalay N, Zaborksy J, Ghedin E, Nolting J, Swayne DE, Runstadler JA, Happ GM, Senne DA, Wang R, Slemons RD, Holmes EC, Taubenberger JK: The Evolutionary Genetics and Emergence of Avian Influenza Viruses in Wild Bird. PLoS Path 2008, 4: e1000076. 10.1371/journal.ppat.1000076CrossRef
5.
go back to reference Sampath R, Russell KL, Massire C, Eshoo MW, Harpin V, Blyn LB, Melton R, Ivy C, Pennella T, Li F, Levene H, Hall TA, Libby B, Fan N, Walcott DJ, Ranken R, Pear M, Schink A, Gutierrez J, Drader J, Moore D, Metzgar D, Addlington L, Rothman R, Gaydos CA, Yang S, Fuschino ME, Dean AB, Stallknecht DE, Goekjian G, Yingst S, Monteville M, Saad MD, Whitehouse CA, Baldwin C, Rudnick KH, Hofstadler SA, Lemon SM, Ecker DJ, St. George K: Global Surveillance of Emerging Influenza Virus Genotypes by Mass Spectrometry. PLoS One 2007, 5: e489.CrossRef Sampath R, Russell KL, Massire C, Eshoo MW, Harpin V, Blyn LB, Melton R, Ivy C, Pennella T, Li F, Levene H, Hall TA, Libby B, Fan N, Walcott DJ, Ranken R, Pear M, Schink A, Gutierrez J, Drader J, Moore D, Metzgar D, Addlington L, Rothman R, Gaydos CA, Yang S, Fuschino ME, Dean AB, Stallknecht DE, Goekjian G, Yingst S, Monteville M, Saad MD, Whitehouse CA, Baldwin C, Rudnick KH, Hofstadler SA, Lemon SM, Ecker DJ, St. George K: Global Surveillance of Emerging Influenza Virus Genotypes by Mass Spectrometry. PLoS One 2007, 5: e489.CrossRef
6.
go back to reference Wang R, Soll L, Dugan V, Runstadler JA, Happ GM, Slemons RD, Taubenberger JK: Examining the hemagglutinin subtype diversity among wild duck-origin influenza A viruses using ethanol-fixed cloacal swabs and a novel RT-PCR method. Virology 2008, 375: 182-189. 10.1016/j.virol.2008.01.041PubMedPubMedCentralCrossRef Wang R, Soll L, Dugan V, Runstadler JA, Happ GM, Slemons RD, Taubenberger JK: Examining the hemagglutinin subtype diversity among wild duck-origin influenza A viruses using ethanol-fixed cloacal swabs and a novel RT-PCR method. Virology 2008, 375: 182-189. 10.1016/j.virol.2008.01.041PubMedPubMedCentralCrossRef
7.
go back to reference Kuroda M, Katano H, Nakjima N, Tobiume M, Ainai A, Sekizuka T, Hasegawa H, Tashiro M, Sasaki Y, Arakawa Y, Hata S, Watanabe M, Sata T: Characterization of quasispecies of pandemic 2009 influenza A virus (A/H1N1/2009) by de novo sequencing using a next-generation DNA sequencer. PLoS One 2010, 5: e10256. 10.1371/journal.pone.0010256PubMedPubMedCentralCrossRef Kuroda M, Katano H, Nakjima N, Tobiume M, Ainai A, Sekizuka T, Hasegawa H, Tashiro M, Sasaki Y, Arakawa Y, Hata S, Watanabe M, Sata T: Characterization of quasispecies of pandemic 2009 influenza A virus (A/H1N1/2009) by de novo sequencing using a next-generation DNA sequencer. PLoS One 2010, 5: e10256. 10.1371/journal.pone.0010256PubMedPubMedCentralCrossRef
8.
go back to reference Ramakrishnan MA, Tu ZJ, Singh S, Chockalingam AK, Gramer MR, Wang P, Goyal SM, Yang M, Halvorson DA, Sreevatsan S: The feasibility of using high resolution genome sequencing of influenza A viruses to detect mixed infections and quasispecies. PLoS One 2009, 4: e7105. 10.1371/journal.pone.0007105PubMedPubMedCentralCrossRef Ramakrishnan MA, Tu ZJ, Singh S, Chockalingam AK, Gramer MR, Wang P, Goyal SM, Yang M, Halvorson DA, Sreevatsan S: The feasibility of using high resolution genome sequencing of influenza A viruses to detect mixed infections and quasispecies. PLoS One 2009, 4: e7105. 10.1371/journal.pone.0007105PubMedPubMedCentralCrossRef
9.
go back to reference Ghedin E, Laplante J, DePasse J, Wentworth DE, Santos RP, Lepow ML, Porter J, Stellrecht K, Lin X, Operario D, Griesemer S, Fitch A, Halpin RA, Stockwell TB, Spiro DJ, Holmes EC, St George K: Deep sequencing reveals mixed infection with 2009 pandemic influenza A (H1N1) virus strains and the emergence of oseltamivir resistance. J Infect Dis 2011, 203: 168-174. 10.1093/infdis/jiq040PubMedPubMedCentralCrossRef Ghedin E, Laplante J, DePasse J, Wentworth DE, Santos RP, Lepow ML, Porter J, Stellrecht K, Lin X, Operario D, Griesemer S, Fitch A, Halpin RA, Stockwell TB, Spiro DJ, Holmes EC, St George K: Deep sequencing reveals mixed infection with 2009 pandemic influenza A (H1N1) virus strains and the emergence of oseltamivir resistance. J Infect Dis 2011, 203: 168-174. 10.1093/infdis/jiq040PubMedPubMedCentralCrossRef
10.
go back to reference Greninger AL, Chen EC, Sittler T, Scheinerman A, Roubinian N, Yu G, Kim E, Pillai DR, Guyard C, Mazzulli T, Isa P, Arias CF, Hackett J, Schochetman G, Miller S, Tang P, Chiu CY: A metagenomic analysis of pandemic influenza A (2009 H1N1) infection in patients from North America. PLoS One 2010, 5: e13381. 10.1371/journal.pone.0013381PubMedPubMedCentralCrossRef Greninger AL, Chen EC, Sittler T, Scheinerman A, Roubinian N, Yu G, Kim E, Pillai DR, Guyard C, Mazzulli T, Isa P, Arias CF, Hackett J, Schochetman G, Miller S, Tang P, Chiu CY: A metagenomic analysis of pandemic influenza A (2009 H1N1) infection in patients from North America. PLoS One 2010, 5: e13381. 10.1371/journal.pone.0013381PubMedPubMedCentralCrossRef
11.
go back to reference Ye J, Sorrell EM, Cai Y, Shao H, Xu K, Pena L, Hickman D, Song H, Angel M, Medina RA, Manicassamy B, Garcia-Sastre A, Perez DR: Variations in the hemagglutinin of the 2009 H1N1 pandemic virus: potential for strains with altered virulence phenotype? PLoS Pathog 2010, 6: e1001145. 10.1371/journal.ppat.1001145PubMedPubMedCentralCrossRef Ye J, Sorrell EM, Cai Y, Shao H, Xu K, Pena L, Hickman D, Song H, Angel M, Medina RA, Manicassamy B, Garcia-Sastre A, Perez DR: Variations in the hemagglutinin of the 2009 H1N1 pandemic virus: potential for strains with altered virulence phenotype? PLoS Pathog 2010, 6: e1001145. 10.1371/journal.ppat.1001145PubMedPubMedCentralCrossRef
12.
go back to reference Lackenby A, Gilad JM, Pebody R, Miah A, Calatayud L, Bolotin S, Vipond I, Muir P, Guiver M, McMenamin J, Reynolds A, Moore C, Gunson R, Thompson C, Galiano M, Bermingham A, Ellis J, Zambon M: Continued emergence and changing epidemiology of oseltamivir-resistant influenza A(H1N1)2009 virus, United Kingdom, winter 2010/11. Euro Surveill 2011, 16: 19784.PubMed Lackenby A, Gilad JM, Pebody R, Miah A, Calatayud L, Bolotin S, Vipond I, Muir P, Guiver M, McMenamin J, Reynolds A, Moore C, Gunson R, Thompson C, Galiano M, Bermingham A, Ellis J, Zambon M: Continued emergence and changing epidemiology of oseltamivir-resistant influenza A(H1N1)2009 virus, United Kingdom, winter 2010/11. Euro Surveill 2011, 16: 19784.PubMed
13.
go back to reference Duan S, Boltz DA, Seiler P, Li J, Bragstad K, Nielsen LP, Webby RJ, Webster RG, Govorkova EA: Oseltamivir-resistant pandemic H1N1/2009 influenza virus possesses lower transmissibility and fitness in ferrets. PLoS Path 2010, 6: e1001022. 10.1371/journal.ppat.1001022CrossRef Duan S, Boltz DA, Seiler P, Li J, Bragstad K, Nielsen LP, Webby RJ, Webster RG, Govorkova EA: Oseltamivir-resistant pandemic H1N1/2009 influenza virus possesses lower transmissibility and fitness in ferrets. PLoS Path 2010, 6: e1001022. 10.1371/journal.ppat.1001022CrossRef
14.
go back to reference Hamelin ME, Baz M, Abed Y, Couture C, Joubert P, Beaulieu E, Bellerose N, Plante M, Mallett C, Schumer G, Kobinger GP, Boivin G: Oseltamivir-resistant pandemic A/H1N1 virus is as virulent as its wild-type counterpart in mice and ferrets. PLoS Path 2010, 6: e1001015. 10.1371/journal.ppat.1001015CrossRef Hamelin ME, Baz M, Abed Y, Couture C, Joubert P, Beaulieu E, Bellerose N, Plante M, Mallett C, Schumer G, Kobinger GP, Boivin G: Oseltamivir-resistant pandemic A/H1N1 virus is as virulent as its wild-type counterpart in mice and ferrets. PLoS Path 2010, 6: e1001015. 10.1371/journal.ppat.1001015CrossRef
15.
go back to reference Bloom JD, Gong LI, Baltimore D: Permissive secondary mutations enable the evolution of influenza oseltamivir resistance. Science 2010, 328: 1272-1275. 10.1126/science.1187816PubMedPubMedCentralCrossRef Bloom JD, Gong LI, Baltimore D: Permissive secondary mutations enable the evolution of influenza oseltamivir resistance. Science 2010, 328: 1272-1275. 10.1126/science.1187816PubMedPubMedCentralCrossRef
16.
go back to reference Baz M, Abed Y, Simon P, Hamelin ME, Boivin G: Effect of the neuraminidase mutation H274Y conferring resistance to oseltamivir on the replicative capacity and virulence of old and recent human influenza A(H1N1) viruses. J Infect Dis 2010, 201: 740-745. 10.1086/650464PubMedCrossRef Baz M, Abed Y, Simon P, Hamelin ME, Boivin G: Effect of the neuraminidase mutation H274Y conferring resistance to oseltamivir on the replicative capacity and virulence of old and recent human influenza A(H1N1) viruses. J Infect Dis 2010, 201: 740-745. 10.1086/650464PubMedCrossRef
17.
go back to reference Chakrabarti AK, Pawar SD, Cherian SS, Koratkar SS, Jadhav SM, Pal B, Thite V, Kode SS, Keng SS, Payyapilly BJ, Mullick J, Mishra AC: 2008–09 outbreaks in India reveals a third introduction and possible endemicity. PLoS One 2009, 4: e7846. 10.1371/journal.pone.0007846PubMedPubMedCentralCrossRef Chakrabarti AK, Pawar SD, Cherian SS, Koratkar SS, Jadhav SM, Pal B, Thite V, Kode SS, Keng SS, Payyapilly BJ, Mullick J, Mishra AC: 2008–09 outbreaks in India reveals a third introduction and possible endemicity. PLoS One 2009, 4: e7846. 10.1371/journal.pone.0007846PubMedPubMedCentralCrossRef
18.
go back to reference Yen H, Hoffmann E, Taylor G, Scholtissek C, Monto AS, Webster RG, Govorkova EA: Importance of neuraminidase active-site residues to the neuraminidase inhibitor resistance of influenza viruses. J Virol 2006, 80: 8787-8795. 10.1128/JVI.00477-06PubMedPubMedCentralCrossRef Yen H, Hoffmann E, Taylor G, Scholtissek C, Monto AS, Webster RG, Govorkova EA: Importance of neuraminidase active-site residues to the neuraminidase inhibitor resistance of influenza viruses. J Virol 2006, 80: 8787-8795. 10.1128/JVI.00477-06PubMedPubMedCentralCrossRef
19.
go back to reference Sahini L, Tempczyk-Russell A, Agarwal R: Large-scale Sequence Analysis of Hemagglutinin of Influenza A Virus Identifies Conserved Regions Suitable for Targeting an Anti-Viral Response. PLoS One 2010, 5: e9268. 10.1371/journal.pone.0009268PubMedPubMedCentralCrossRef Sahini L, Tempczyk-Russell A, Agarwal R: Large-scale Sequence Analysis of Hemagglutinin of Influenza A Virus Identifies Conserved Regions Suitable for Targeting an Anti-Viral Response. PLoS One 2010, 5: e9268. 10.1371/journal.pone.0009268PubMedPubMedCentralCrossRef
20.
go back to reference ElHefnawi M, AlAidi O, Mohamed N, Kamar M, El-Azab I, Zada S, Siam R: Identification of novel conserved functional motifs across most influenza A viral strains. Virol J 2011, 8: 44-54. 10.1186/1743-422X-8-44PubMedPubMedCentralCrossRef ElHefnawi M, AlAidi O, Mohamed N, Kamar M, El-Azab I, Zada S, Siam R: Identification of novel conserved functional motifs across most influenza A viral strains. Virol J 2011, 8: 44-54. 10.1186/1743-422X-8-44PubMedPubMedCentralCrossRef
21.
go back to reference Heiny AT, Miotto O, Srinivasan KN, Khan SM, Zhang GL, Brusic V, Tan TW, August JT: Evolutionary conserved protein sequences of influenza A viruses, avian and human, as vaccine targets. PLoS One 2007, 11: e1190.CrossRef Heiny AT, Miotto O, Srinivasan KN, Khan SM, Zhang GL, Brusic V, Tan TW, August JT: Evolutionary conserved protein sequences of influenza A viruses, avian and human, as vaccine targets. PLoS One 2007, 11: e1190.CrossRef
22.
go back to reference Li H, Roossinck MJ: Genetic bottlenecks reduce population variation in an experimental RNA virus population. J Virol 2004, 78: 10582-10587. 10.1128/JVI.78.19.10582-10587.2004PubMedPubMedCentralCrossRef Li H, Roossinck MJ: Genetic bottlenecks reduce population variation in an experimental RNA virus population. J Virol 2004, 78: 10582-10587. 10.1128/JVI.78.19.10582-10587.2004PubMedPubMedCentralCrossRef
23.
go back to reference Novella IS, Duarte EA, Elena SF, Moya A, Domingo E, Holland JJ: Exponential increases of RNA virus fitness during large population transmissions. PNAS 1995, 92: 5841-5844. 10.1073/pnas.92.13.5841PubMedPubMedCentralCrossRef Novella IS, Duarte EA, Elena SF, Moya A, Domingo E, Holland JJ: Exponential increases of RNA virus fitness during large population transmissions. PNAS 1995, 92: 5841-5844. 10.1073/pnas.92.13.5841PubMedPubMedCentralCrossRef
24.
go back to reference Lazaro E, Escarmis C, Perez-Mercader J, Manrubia SC, Domingo E: Resistance of virus to extinction on bottleneck passages: Study of a decaying and fluctuating pattern of fitness loss. PNAS 2003, 100: 10830-10835. 10.1073/pnas.1332668100PubMedPubMedCentralCrossRef Lazaro E, Escarmis C, Perez-Mercader J, Manrubia SC, Domingo E: Resistance of virus to extinction on bottleneck passages: Study of a decaying and fluctuating pattern of fitness loss. PNAS 2003, 100: 10830-10835. 10.1073/pnas.1332668100PubMedPubMedCentralCrossRef
25.
go back to reference Bragstad K, Nielsen LP, Fomsgaard A: The evolution of human influenza A viruses from 1999 to 2006: a complete genome study. Virol J 2008, 5: 40. 10.1186/1743-422X-5-40PubMedPubMedCentralCrossRef Bragstad K, Nielsen LP, Fomsgaard A: The evolution of human influenza A viruses from 1999 to 2006: a complete genome study. Virol J 2008, 5: 40. 10.1186/1743-422X-5-40PubMedPubMedCentralCrossRef
26.
go back to reference Wetherall N, Trivedi T, Zeller J, Hodges-Savola C, McKimm-Breschkin J, Zambon M, Hayden FG: Evaluation of Neuraminidase Enzyme Assays Using Different Substrates To Measure Susceptibility of Influenza Virus Clinical Isolates to Neuraminidase Inhibitors: Report of the Neuraminidase Inhibitor Susceptibility Network. J Clin Microbiol 2003, 41: 742-750. 10.1128/JCM.41.2.742-750.2003PubMedPubMedCentralCrossRef Wetherall N, Trivedi T, Zeller J, Hodges-Savola C, McKimm-Breschkin J, Zambon M, Hayden FG: Evaluation of Neuraminidase Enzyme Assays Using Different Substrates To Measure Susceptibility of Influenza Virus Clinical Isolates to Neuraminidase Inhibitors: Report of the Neuraminidase Inhibitor Susceptibility Network. J Clin Microbiol 2003, 41: 742-750. 10.1128/JCM.41.2.742-750.2003PubMedPubMedCentralCrossRef
27.
go back to reference Zhou B, Donnelly ME, Scholes DT, Hatta M, Kawaoka Y, Wentworth DE, St. George K: Single reaction genome amplification accelerates sequencing and vaccine production for classical and swine origin human influenza A viruses. J Virol 2009, 83: 10309-10313. 10.1128/JVI.01109-09PubMedPubMedCentralCrossRef Zhou B, Donnelly ME, Scholes DT, Hatta M, Kawaoka Y, Wentworth DE, St. George K: Single reaction genome amplification accelerates sequencing and vaccine production for classical and swine origin human influenza A viruses. J Virol 2009, 83: 10309-10313. 10.1128/JVI.01109-09PubMedPubMedCentralCrossRef
29.
go back to reference Kampmann ML, Fordyce SL, Ávila-Arcos MC, Rasmussen M, Willerslev E, Nielsen LP, Gilbert MT: A simple method for the parallel deep sequencing of full influenza A genomes. J Virol Methods 2011, 178: 243-248. 10.1016/j.jviromet.2011.09.001PubMedCrossRef Kampmann ML, Fordyce SL, Ávila-Arcos MC, Rasmussen M, Willerslev E, Nielsen LP, Gilbert MT: A simple method for the parallel deep sequencing of full influenza A genomes. J Virol Methods 2011, 178: 243-248. 10.1016/j.jviromet.2011.09.001PubMedCrossRef
30.
go back to reference Li H, Durbin R: Fast and accurate short read alignment with Burrows-Wheeler Transform. Bioinformatics 2009, 25: 1754-1760. 10.1093/bioinformatics/btp324PubMedPubMedCentralCrossRef Li H, Durbin R: Fast and accurate short read alignment with Burrows-Wheeler Transform. Bioinformatics 2009, 25: 1754-1760. 10.1093/bioinformatics/btp324PubMedPubMedCentralCrossRef
31.
go back to reference Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R, 1000 Genomes Project Data Processing SubGroup: The Sequence alignment/map (SAM) format and SAMtools. Bioinformatics 2009, 25: 2078-2079. 10.1093/bioinformatics/btp352PubMedPubMedCentralCrossRef Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R, 1000 Genomes Project Data Processing SubGroup: The Sequence alignment/map (SAM) format and SAMtools. Bioinformatics 2009, 25: 2078-2079. 10.1093/bioinformatics/btp352PubMedPubMedCentralCrossRef
32.
go back to reference McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altschuler D, Gabriel S, Daly M, DePristo MA: The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res 2010, 20: 1297-1303. 10.1101/gr.107524.110PubMedPubMedCentralCrossRef McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altschuler D, Gabriel S, Daly M, DePristo MA: The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res 2010, 20: 1297-1303. 10.1101/gr.107524.110PubMedPubMedCentralCrossRef
33.
go back to reference DePristo M, Banks E, Poplin R, Garimella K, Maguire JR, Hartl C, Philippakis AA, del Angel G, Rivas MA, Hanna M, McKenna A, Fennell TJ, Kernytsky AM, Sivachenko AY, Cibulskis K, Gabriel SB, Altshuler D, Daly MJ: A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nat Genet 2011, 43: 491-498. 10.1038/ng.806PubMedPubMedCentralCrossRef DePristo M, Banks E, Poplin R, Garimella K, Maguire JR, Hartl C, Philippakis AA, del Angel G, Rivas MA, Hanna M, McKenna A, Fennell TJ, Kernytsky AM, Sivachenko AY, Cibulskis K, Gabriel SB, Altshuler D, Daly MJ: A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nat Genet 2011, 43: 491-498. 10.1038/ng.806PubMedPubMedCentralCrossRef
Metadata
Title
Genetic diversity among pandemic 2009 influenza viruses isolated from a transmission chain
Authors
Sarah L Fordyce
Karoline Bragstad
Svend Stenvang Pedersen
Thøger G Jensen
Bente Gahrn-Hansen
Rod Daniels
Alan Hay
Marie-Louise Kampmann
Christian AW Bruhn
J Victor Moreno-Mayar
María C Ávila-Arcos
M Thomas P Gilbert
Lars P Nielsen
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Virology Journal / Issue 1/2013
Electronic ISSN: 1743-422X
DOI
https://doi.org/10.1186/1743-422X-10-116

Other articles of this Issue 1/2013

Virology Journal 1/2013 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine