Phylodynamic Reconstruction Reveals Norovirus GII. 4 Epidemic Expansions and their Molecular Determinants

被引:122
作者
Siebenga, J. Joukje [1 ,2 ]
Lemey, Philippe [3 ]
Pond, Sergei L. Kosakovsky [4 ]
Rambaut, Andrew [5 ,6 ]
Vennema, Harry [1 ]
Koopmans, Marion [1 ,2 ]
机构
[1] Natl Inst Publ Hlth & Environm, RIVM, NL-3720 BA Bilthoven, Netherlands
[2] Erasmus MC, Rotterdam, Netherlands
[3] Katholieke Univ Leuven, Rega Inst, Leuven, Belgium
[4] Univ Calif San Diego, Antiviral Res Ctr, San Diego, CA 92103 USA
[5] Univ Edinburgh, Inst Evolutionary Biol, Edinburgh, Midlothian, Scotland
[6] NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
基金
美国国家科学基金会;
关键词
ACUTE GASTROENTERITIS; UNITED-STATES; EVOLUTIONARY DYNAMICS; OUTBREAKS; VIRUSES; RECOMBINATION; DIVERSITY; EMERGENCE; SELECTION; SPREAD;
D O I
10.1371/journal.ppat.1000884
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Noroviruses are the most common cause of viral gastroenteritis. An increase in the number of globally reported norovirus outbreaks was seen the past decade, especially for outbreaks caused by successive genogroup II genotype 4 (GII.4) variants. Whether this observed increase was due to an upswing in the number of infections, or to a surveillance artifact caused by heightened awareness and concomitant improved reporting, remained unclear. Therefore, we set out to study the population structure and changes thereof of GII.4 strains detected through systematic outbreak surveillance since the early 1990s. We collected 1383 partial polymerase and 194 full capsid GII.4 sequences. A Bayesian MCMC coalescent analysis revealed an increase in the number of GII.4 infections during the last decade. The GII.4 strains included in our analyses evolved at a rate of 4.3-9.0x10(-3) mutations per site per year, and share a most recent common ancestor in the early 1980s. Determinants of adaptation in the capsid protein were studied using different maximum likelihood approaches to identify sites subject to diversifying or directional selection and sites that co-evolved. While a number of the computationally determined adaptively evolving sites were on the surface of the capsid and possible subject to immune selection, we also detected sites that were subject to constrained or compensatory evolution due to secondary RNA structures, relevant in virus-replication. We highlight codons that may prove useful in identifying emerging novel variants, and, using these, indicate that the novel 2008 variant is more likely to cause a future epidemic than the 2007 variant. While norovirus infections are generally mild and self-limiting, more severe outcomes of infection frequently occur in elderly and immunocompromized people, and no treatment is available. The observed pattern of continually emerging novel variants of GII.4, causing elevated numbers of infections, is therefore a cause for concern.
引用
收藏
页码:1 / 13
页数:13
相关论文
共 68 条
[11]  
CLARK IM, 2000, CURR OPIN ANTIINFLAM, V2, P16
[12]   Evolutionary dynamics of human and avian metapneumoviruses [J].
de Graaf, Miranda ;
Osterhaus, Albert D. M. E. ;
Fouchier, Ron A. M. ;
Holmes, Edward C. .
JOURNAL OF GENERAL VIROLOGY, 2008, 89 :2933-2942
[13]   Sensor, a population-based cohort study on gastroenteritis in the Netherlands:: Incidence and etiology [J].
de Wit, MAS ;
Koopmans, MPG ;
Kortbeek, LM ;
Wannet, WJB ;
Vinjé, J ;
van Leusden, F ;
Bartelds, AIM ;
van Duynhoven, YTHF .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2001, 154 (07) :666-674
[14]   Models of coding sequence evolution [J].
Delport, Wayne ;
Scheffler, Konrad ;
Seoighe, Cathal .
BRIEFINGS IN BIOINFORMATICS, 2009, 10 (01) :97-109
[15]  
Drummond AJ, 2005, MOL BIOL EVOL, V22, P1185, DOI [10.1093/molbev/msi103, 10.1093/molbev/mss075]
[16]   BEAST: Bayesian evolutionary analysis by sampling trees [J].
Drummond, Alexei J. ;
Rambaut, Andrew .
BMC EVOLUTIONARY BIOLOGY, 2007, 7 (1)
[17]   Fully Bayesian tests of neutrality using genealogical summary statistics [J].
Drummond, Alexei J. ;
Suchard, Marc A. .
BMC GENETICS, 2008, 9 (1)
[18]   Laboratory efforts to cultivate noroviruses [J].
Duizer, E ;
Schwab, KJ ;
Neill, FH ;
Atmar, RL ;
Koopmans, MPG ;
Estes, MK .
JOURNAL OF GENERAL VIROLOGY, 2004, 85 :79-87
[19]   Inter-seasonal diversity of norovirus genotypes: Emergence and selection of virus variants [J].
Gallimore, C. I. ;
Iturriza-Gomara, M. ;
Xerry, J. ;
Adigwe, J. ;
Gray, J. J. .
ARCHIVES OF VIROLOGY, 2007, 152 (07) :1295-1303
[20]   Diversity of noroviruses cocirculating in the North of England from 1998 to 2001 [J].
Gallimore, CI ;
Green, J ;
Lewis, D ;
Richards, AF ;
Lopman, BA ;
Hale, AD ;
Eglin, R ;
Gray, JJ ;
Brown, DWG .
JOURNAL OF CLINICAL MICROBIOLOGY, 2004, 42 (04) :1396-1401