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PMID: 21379342 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Expression of P. falciparum var genes involves exchange of the histone variant H2A.Z at the promoter.

PLoS pathogens ·Vol. 7 ·No. 2 ·2011-02-00 ·Pages e1001292

Petter M, Lee CC, Byrne TJ, Boysen KE, Volz J, Ralph SA, Cowman AF, Brown GV, Duffy MF

Abstract

Plasmodium falciparum employs antigenic variation to evade the human immune response by switching the expression of different variant surface antigens encoded by the var gene family. Epigenetic mechanisms including histone modifications and sub-nuclear compartmentalization contribute to transcriptional regulation in the malaria parasite, in particular to control antigenic variation. Another mechanism of epigenetic control is the exchange of canonical histones with alternative variants to generate functionally specialized chromatin domains. Here we demonstrate that the alternative histone PfH2A.Z is associated with the epigenetic regulation of var genes. In many eukaryotic organisms the histone variant H2A.Z mediates an open chromatin structure at promoters and facilitates diverse levels of regulation, including transcriptional activation. Throughout the asexual, intraerythrocytic lifecycle of P. falciparum we found that the P. falciparum ortholog of H2A.Z (PfH2A.Z) colocalizes with histone modifications that are characteristic of transcriptionally-permissive euchromatin, but not with markers of heterochromatin. Consistent with this finding, antibodies to PfH2A.Z co-precipitate the permissive modification H3K4me3. By chromatin-immunoprecipitation we show that PfH2A.Z is enriched in nucleosomes around the transcription start site (TSS) in both transcriptionally active and silent stage-specific genes. In var genes, however, PfH2A.Z is enriched at the TSS only during active transcription in ring stage parasites. Thus, in contrast to other genes, temporal var gene regulation involves histone variant exchange at promoter nucleosomes. Sir2 histone deacetylases are important for var gene silencing and their yeast ortholog antagonises H2A.Z function in subtelomeric yeast genes. In immature P. falciparum parasites lacking Sir2A or Sir2B high var transcription levels correlate with enrichment of PfH2A.Z at the TSS. As Sir2A knock out parasites mature the var genes are silenced, but PfH2A.Z remains enriched at the TSS of var genes; in contrast, PfH2A.Z is lost from the TSS of de-repressed var genes in mature Sir2B knock out parasites. This result indicates that PfH2A.Z occupancy at the active var promoter is antagonized by PfSir2A during the intraerythrocytic life cycle. We conclude that PfH2A.Z contributes to the nucleosome architecture at promoters and is regulated dynamically in active var genes.

MeSH Terms
Blotting, Western Cells, Cultured Chromatin Immunoprecipitation DNA, Protozoan/genetics Epigenomics Euchromatin/genetics Fluorescent Antibody Technique Gene Expression Regulation, Developmental Gene Silencing Genetic Variation Histone Deacetylases/metabolism Histones/genetics Humans Immunoprecipitation Malaria, Falciparum/genetics,metabolism,parasitology Nucleosomes/genetics Plasmodium falciparum/genetics,metabolism Promoter Regions, Genetic/genetics Protozoan Proteins/genetics,metabolism RNA, Messenger/genetics Reverse Transcriptase Polymerase Chain Reaction Transcription Initiation Site Transcriptional Activation
Chemicals
DNA, Protozoan Euchromatin Histones Nucleosomes Protozoan Proteins RNA, Messenger erythrocyte membrane protein 1, Plasmodium falciparum Histone Deacetylases
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Petter Michaela
Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, Australia.
Lee Chin Chin
Byrne Timothy J
Boysen Katja E
Volz Jennifer
Ralph Stuart A
Cowman Alan F
Brown Graham V
Duffy Michael F
References (112)
112 references, click to expand
  1. H2A.Z-mediated localization of genes at the nuclear periphery confers epigenetic memory of previous transcriptional state.
    PLoS Biol. 2007 Apr;5(4):e81 PMID: 17373856
  2. Cloning the P. falciparum gene encoding PfEMP1, a malarial variant antigen and adherence receptor on the surface of parasitized human erythrocytes.
    Cell. 1995 Jul 14;82(1):77-87 PMID: 7541722
  3. A var gene promoter controls allelic exclusion of virulence genes in Plasmodium falciparum malaria.
    Nature. 2006 Feb 23;439(7079):1004-8 PMID: 16382237
  4. Specific DNA-binding by apicomplexan AP2 transcription factors.
    Proc Natl Acad Sci U S A. 2008 Jun 17;105(24):8393-8 PMID: 18541913
  5. Toxoplasma H2A variants reveal novel insights into nucleosome composition and functions for this histone family.
    J Mol Biol. 2009 Sep 11;392(1):33-47 PMID: 19607843
  6. The role of histone H2Av variant replacement and histone H4 acetylation in the establishment of Drosophila heterochromatin.
    Genes Dev. 2005 Jan 1;19(1):65-76 PMID: 15630020
  7. Histone H2A.z is essential for cardiac myocyte hypertrophy but opposed by silent information regulator 2alpha.
    J Biol Chem. 2006 Jul 14;281(28):19369-77 PMID: 16687393
  8. Differential sub-nuclear localisation of repressive and activating histone methyl modifications in P. falciparum.
    Microbes Infect. 2009 Mar;11(3):403-7 PMID: 19136073
  9. Antigenic variation in Plasmodium falciparum.
    Proc Natl Acad Sci U S A. 1991 Oct 15;88(20):9171-4 PMID: 1924380
  10. Regulation of chromosome stability by the histone H2A variant Htz1, the Swr1 chromatin remodeling complex, and the histone acetyltransferase NuA4.
    Proc Natl Acad Sci U S A. 2004 Sep 14;101(37):13513-8 PMID: 15353583
  11. Mechanisms underlying mutually exclusive expression of virulence genes by malaria parasites.
    EMBO Rep. 2007 Oct;8(10):959-65 PMID: 17762879
  12. A protein complex containing the conserved Swi2/Snf2-related ATPase Swr1p deposits histone variant H2A.Z into euchromatin.
    PLoS Biol. 2004 May;2(5):E131 PMID: 15045029
  13. Adherence of infected erythrocytes to venular endothelium selects for antigenic variants of Plasmodium falciparum.
    J Immunol. 1992 Sep 15;149(6):2047-54 PMID: 1517569
  14. H2A.Z stabilizes chromatin in a way that is dependent on core histone acetylation.
    J Biol Chem. 2006 Jul 21;281(29):20036-44 PMID: 16707487
  15. H3.3/H2A.Z double variant-containing nucleosomes mark 'nucleosome-free regions' of active promoters and other regulatory regions.
    Nat Genet. 2009 Aug;41(8):941-5 PMID: 19633671
  16. Nucleosome stability mediated by histone variants H3.3 and H2A.Z.
    Genes Dev. 2007 Jun 15;21(12):1519-29 PMID: 17575053
  17. Heterochromatin-mediated control of virulence gene expression.
    Mol Microbiol. 2006 Nov;62(3):612-20 PMID: 17076663
  18. Chromatin associated sense and antisense noncoding RNAs are transcribed from the var gene family of virulence genes of the malaria parasite Plasmodium falciparum.
    RNA. 2009 Jan;15(1):116-27 PMID: 19037012
  19. H2A.Z alters the nucleosome surface to promote HP1alpha-mediated chromatin fiber folding.
    Mol Cell. 2004 Nov 19;16(4):655-61 PMID: 15546624
  20. Switches in expression of Plasmodium falciparum var genes correlate with changes in antigenic and cytoadherent phenotypes of infected erythrocytes.
    Cell. 1995 Jul 14;82(1):101-10 PMID: 7606775
  21. Telomeric heterochromatin propagation and histone acetylation control mutually exclusive expression of antigenic variation genes in malaria parasites.
    Cell. 2005 Apr 8;121(1):25-36 PMID: 15820676
  22. Multiple var gene transcripts are expressed in Plasmodium falciparum infected erythrocytes selected for adhesion.
    Mol Biochem Parasitol. 2001 May;114(2):227-37 PMID: 11378202
  23. Frequent ectopic recombination of virulence factor genes in telomeric chromosome clusters of P. falciparum.
    Nature. 2000 Oct 26;407(6807):1018-22 PMID: 11069183
  24. Discovery of gene function by expression profiling of the malaria parasite life cycle.
    Science. 2003 Sep 12;301(5639):1503-8 PMID: 12893887
  25. Evidence that Plasmodium falciparum chromosome end clusters are cross-linked by protein and are the sites of both virulence gene silencing and activation.
    Mol Microbiol. 2006 Oct;62(1):72-83 PMID: 16942599
  26. A major role for the Plasmodium falciparum ApiAP2 protein PfSIP2 in chromosome end biology.
    PLoS Pathog. 2010 Feb 26;6(2):e1000784 PMID: 20195509
  27. Identification of a novel post-translational modification in Plasmodium falciparum: protein sumoylation in different cellular compartments.
    Cell Microbiol. 2008 Oct;10(10):1999-2011 PMID: 18547337
  28. SWR1 complex poises heterochromatin boundaries for antisilencing activity propagation.
    Mol Cell Biol. 2010 May;30(10):2391-400 PMID: 20308321
  29. Antigenic variation in malaria: in situ switching, relaxed and mutually exclusive transcription of var genes during intra-erythrocytic development in Plasmodium falciparum.
    EMBO J. 1998 Sep 15;17(18):5418-26 PMID: 9736619
  30. Functional consequences of histone modifications.
    Curr Opin Genet Dev. 2003 Apr;13(2):154-60 PMID: 12672492
  31. ATP-driven exchange of histone H2AZ variant catalyzed by SWR1 chromatin remodeling complex.
    Science. 2004 Jan 16;303(5656):343-8 PMID: 14645854
  32. Malaria. Cooperative silencing elements in var genes.
    Nature. 2001 Aug 30;412(6850):875-6 PMID: 11528468
  33. Acetylation of H2AZ Lys 14 is associated with genome-wide gene activity in yeast.
    Genes Dev. 2006 Mar 15;20(6):711-22 PMID: 16543223
  34. Histone H2A.Z regulats transcription and is partially redundant with nucleosome remodeling complexes.
    Cell. 2000 Oct 27;103(3):411-22 PMID: 11081628
  35. SUMO engages multiple corepressors to regulate chromatin structure and transcription.
    Epigenetics. 2009 Oct 1;4(7):440-4 PMID: 19829068
  36. Histone H2AZ dimerizes with a novel variant H2B and is enriched at repetitive DNA in Trypanosoma brucei.
    J Cell Sci. 2005 Dec 15;118(Pt 24):5721-30 PMID: 16303849
  37. Identification of a transcription factor in the mosquito-invasive stage of malaria parasites.
    Mol Microbiol. 2009 Mar;71(6):1402-14 PMID: 19220746
  38. Evidence for nucleosome depletion at active regulatory regions genome-wide.
    Nat Genet. 2004 Aug;36(8):900-5 PMID: 15247917
  39. H2A.Z contributes to the unique 3D structure of the centromere.
    Proc Natl Acad Sci U S A. 2007 Jan 9;104(2):525-30 PMID: 17194760
  40. The essential histone variant H2A.Z regulates the equilibrium between different chromatin conformational states.
    Nat Struct Biol. 2002 Mar;9(3):172-6 PMID: 11850638
  41. Crystal structure of a nucleosome core particle containing the variant histone H2A.Z.
    Nat Struct Biol. 2000 Dec;7(12):1121-4 PMID: 11101893
  42. Conservation of intron position indicates separation of major and variant H2As is an early event in the evolution of eukaryotes.
    J Mol Evol. 1990 May;30(5):449-55 PMID: 2111857
  43. A silenced Plasmodium falciparum var promoter can be activated in vivo through spontaneous deletion of a silencing element in the intron.
    Eukaryot Cell. 2005 Feb;4(2):490-2 PMID: 15701812
  44. Sir2 paralogues cooperate to regulate virulence genes and antigenic variation in Plasmodium falciparum.
    PLoS Biol. 2009 Apr 14;7(4):e84 PMID: 19402747
  45. Comparative genomics of transcriptional control in the human malaria parasite Plasmodium falciparum.
    Genome Res. 2004 Aug;14(8):1548-54 PMID: 15256513
  46. Knob-independent cytoadherence of Plasmodium falciparum to the leukocyte differentiation antigen CD36.
    J Exp Med. 1990 Jun 1;171(6):1883-92 PMID: 1693652
  47. Strict pairing of var promoters and introns is required for var gene silencing in the malaria parasite Plasmodium falciparum.
    J Biol Chem. 2006 Apr 14;281(15):9942-52 PMID: 16455655
  48. Genome-wide dynamics of Htz1, a histone H2A variant that poises repressed/basal promoters for activation through histone loss.
    Cell. 2005 Oct 21;123(2):219-31 PMID: 16239141
  49. Rapid switching to multiple antigenic and adhesive phenotypes in malaria.
    Nature. 1992 Jun 25;357(6380):689-92 PMID: 1614515
  50. PfGCN5-mediated histone H3 acetylation plays a key role in gene expression in Plasmodium falciparum.
    Eukaryot Cell. 2007 Jul;6(7):1219-27 PMID: 17449656
  51. Genome sequence of the human malaria parasite Plasmodium falciparum.
    Nature. 2002 Oct 3;419(6906):498-511 PMID: 12368864
  52. Monoubiquitylation of H2A.Z distinguishes its association with euchromatin or facultative heterochromatin.
    Mol Cell Biol. 2007 Sep;27(18):6457-68 PMID: 17636032
  53. Histone H2A.Z acetylation modulates an essential charge patch.
    Mol Cell. 2001 Jun;7(6):1329-35 PMID: 11430834
  54. Post-translational modifications in Plasmodium: more than you think!
    Mol Biochem Parasitol. 2009 Dec;168(2):123-34 PMID: 19666057
  55. Discovery of the principal specific transcription factors of Apicomplexa and their implication for the evolution of the AP2-integrase DNA binding domains.
    Nucleic Acids Res. 2005 Jul 21;33(13):3994-4006 PMID: 16040597
  56. A simple RNA analysis method shows var and rif multigene family expression patterns in Plasmodium falciparum.
    Mol Biochem Parasitol. 2000 Feb 5;105(2):311-5 PMID: 10693754
  57. Plasmodium falciparum: Preinitiation complex occupancy of active and inactive promoters during erythrocytic stage.
    Exp Parasitol. 2009 Jan;121(1):46-54 PMID: 18951895
  58. Plasmodium falciparum var genes are regulated by two regions with separate promoters, one upstream of the coding region and a second within the intron.
    J Biol Chem. 2003 Sep 5;278(36):34125-32 PMID: 12832422
  59. Histone variant H2A.Z is required for early mammalian development.
    Curr Biol. 2001 Aug 7;11(15):1183-7 PMID: 11516949
  60. Nucleosome landscape and control of transcription in the human malaria parasite.
    Genome Res. 2010 Feb;20(2):228-38 PMID: 20054063
  61. RNA interference demonstrates a novel role for H2A.Z in chromosome segregation.
    Nat Struct Mol Biol. 2004 Jul;11(7):650-5 PMID: 15195148
  62. Histone variants--ancient wrap artists of the epigenome.
    Nat Rev Mol Cell Biol. 2010 Apr;11(4):264-75 PMID: 20197778
  63. High-resolution profiling of histone methylations in the human genome.
    Cell. 2007 May 18;129(4):823-37 PMID: 17512414
  64. Characterization of the histone H2A.Z-1 and H2A.Z-2 isoforms in vertebrates.
    BMC Biol. 2009 Dec 14;7:86 PMID: 20003410
  65. Universal features of post-transcriptional gene regulation are critical for Plasmodium zygote development.
    PLoS Pathog. 2010 Feb 12;6(2):e1000767 PMID: 20169188
  66. H2A.Z has a function reminiscent of an activator required for preferential binding to intergenic DNA.
    EMBO J. 2003 Sep 1;22(17):4512-22 PMID: 12941702
  67. The chromatin remodeling protein, SRCAP, is critical for deposition of the histone variant H2A.Z at promoters.
    J Biol Chem. 2007 Sep 7;282(36):26132-9 PMID: 17617668
  68. 5' flanking region of var genes nucleate histone modification patterns linked to phenotypic inheritance of virulence traits in malaria parasites.
    Mol Microbiol. 2007 Dec;66(6):1296-305 PMID: 18028313
  69. Plasmodium falciparum heterochromatin protein 1 binds to tri-methylated histone 3 lysine 9 and is linked to mutually exclusive expression of var genes.
    Nucleic Acids Res. 2009 May;37(8):2596-606 PMID: 19270070
  70. Conserved histone variant H2A.Z protects euchromatin from the ectopic spread of silent heterochromatin.
    Cell. 2003 Mar 7;112(5):725-36 PMID: 12628191
  71. Ectopic recombination of a malaria var gene during mitosis associated with an altered var switch rate.
    J Mol Biol. 2009 Jun 12;389(3):453-69 PMID: 19389407
  72. Dynamic regulation of nucleosome positioning in the human genome.
    Cell. 2008 Mar 7;132(5):887-98 PMID: 18329373
  73. Essential and nonessential histone H2A variants in Tetrahymena thermophila.
    Mol Cell Biol. 1996 Aug;16(8):4305-11 PMID: 8754831
  74. In silico and biological survey of transcription-associated proteins implicated in the transcriptional machinery during the erythrocytic development of Plasmodium falciparum.
    BMC Genomics. 2010 Jan 15;11:34 PMID: 20078850
  75. Broad analysis reveals a consistent pattern of var gene transcription in Plasmodium falciparum repeatedly selected for a defined adhesion phenotype.
    Mol Microbiol. 2005 May;56(3):774-88 PMID: 15819631
  76. Regions of variant histone His2AvD required for Drosophila development.
    Nature. 1999 Jun 17;399(6737):694-7 PMID: 10385122
  77. The replacement histone H2A.Z in a hyperacetylated form is a feature of active genes in the chicken.
    Nucleic Acids Res. 2005 Oct 04;33(17):5633-9 PMID: 16204459
  78. Comparative analysis of apicomplexa and genomic diversity in eukaryotes.
    Genome Res. 2004 Sep;14(9):1686-95 PMID: 15342554
  79. Localization of organellar proteins in Plasmodium falciparum using a novel set of transfection vectors and a new immunofluorescence fixation method.
    Mol Biochem Parasitol. 2004 Sep;137(1):13-21 PMID: 15279947
  80. Four histone variants mark the boundaries of polycistronic transcription units in Trypanosoma brucei.
    Genes Dev. 2009 May 1;23(9):1063-76 PMID: 19369410
  81. H2A.Z is required for global chromatin integrity and for recruitment of RNA polymerase II under specific conditions.
    Mol Cell Biol. 2001 Sep;21(18):6270-9 PMID: 11509669
  82. The euchromatic and heterochromatic landscapes are shaped by antagonizing effects of transcription on H2A.Z deposition.
    PLoS Genet. 2009 Oct;5(10):e1000687 PMID: 19834540
  83. The transcriptome of the intraerythrocytic developmental cycle of Plasmodium falciparum.
    PLoS Biol. 2003 Oct;1(1):E5 PMID: 12929205
  84. Pathogenesis of Plasmodium falciparum malaria: the roles of parasite adhesion and antigenic variation.
    Cell Mol Life Sci. 2002 Feb;59(2):258-71 PMID: 11915943
  85. Telomeric heterochromatin in Plasmodium falciparum.
    J Biomed Biotechnol. 2010;2010:290501 PMID: 20169127
  86. Sub-grouping of Plasmodium falciparum 3D7 var genes based on sequence analysis of coding and non-coding regions.
    Malar J. 2003 Sep 10;2:27 PMID: 14565852
  87. A histone variant, H2AvD, is essential in Drosophila melanogaster.
    Mol Biol Cell. 1992 Jun;3(6):593-602 PMID: 1498368
  88. Diverse expression patterns of subgroups of the rif multigene family during Plasmodium falciparum gametocytogenesis.
    PLoS One. 2008;3(11):e3779 PMID: 19020666
  89. Chromatin-mediated epigenetic regulation in the malaria parasite Plasmodium falciparum.
    Eukaryot Cell. 2010 Aug;9(8):1138-49 PMID: 20453074
  90. Regulation of sexual development of Plasmodium by translational repression.
    Science. 2006 Aug 4;313(5787):667-9 PMID: 16888139
  91. Pericentric heterochromatin becomes enriched with H2A.Z during early mammalian development.
    EMBO J. 2003 Apr 1;22(7):1599-607 PMID: 12660166
  92. Nucleosome organization in the Drosophila genome.
    Nature. 2008 May 15;453(7193):358-62 PMID: 18408708
  93. Mutually exclusive expression of virulence genes by malaria parasites is regulated independently of antigen production.
    PLoS Pathog. 2006 Mar;2(3):e22 PMID: 16518466
  94. Genome-wide analysis of heterochromatin associates clonally variant gene regulation with perinuclear repressive centers in malaria parasites.
    Cell Host Microbe. 2009 Feb 19;5(2):179-90 PMID: 19218088
  95. Genome-wide map of nucleosome acetylation and methylation in yeast.
    Cell. 2005 Aug 26;122(4):517-27 PMID: 16122420
  96. Chromatin signatures in multipotent human hematopoietic stem cells indicate the fate of bivalent genes during differentiation.
    Cell Stem Cell. 2009 Jan 9;4(1):80-93 PMID: 19128795
  97. Variant histone H2A.Z is globally localized to the promoters of inactive yeast genes and regulates nucleosome positioning.
    PLoS Biol. 2005 Dec;3(12):e384 PMID: 16248679
  98. Heterochromatin silencing and locus repositioning linked to regulation of virulence genes in Plasmodium falciparum.
    Cell. 2005 Apr 8;121(1):13-24 PMID: 15820675
  99. Histone variant H2A.Z marks the 5' ends of both active and inactive genes in euchromatin.
    Cell. 2005 Oct 21;123(2):233-48 PMID: 16239142
  100. The malaria parasite Plasmodium falciparum histones: organization, expression, and acetylation.
    Gene. 2006 Mar 15;369:53-65 PMID: 16410041
  101. H2A.ZI, a new variant histone expressed during Xenopus early development exhibits several distinct features from the core histone H2A.
    Nucleic Acids Res. 1996 Oct 15;24(20):3947-52 PMID: 8918796
  102. H2A.Z-containing nucleosomes mediate the thermosensory response in Arabidopsis.
    Cell. 2010 Jan 8;140(1):136-47 PMID: 20079334
  103. Histone deacetylases play a major role in the transcriptional regulation of the Plasmodium falciparum life cycle.
    PLoS Pathog. 2010 Jan 22;6(1):e1000737 PMID: 20107518
  104. Macronuclear genome sequence of the ciliate Tetrahymena thermophila, a model eukaryote.
    PLoS Biol. 2006 Sep;4(9):e286 PMID: 16933976
  105. Antigenic variation in Plasmodium falciparum is associated with movement of var loci between subnuclear locations.
    Proc Natl Acad Sci U S A. 2005 Apr 12;102(15):5414-9 PMID: 15797990
  106. Core promoters are predicted by their distinct physicochemical properties in the genome of Plasmodium falciparum.
    Genome Biol. 2008;9(12):R178 PMID: 19094208
  107. Genome-wide nucleosome mapping of Plasmodium falciparum reveals histone-rich coding and histone-poor intergenic regions and chromatin remodeling of core and subtelomeric genes.
    BMC Genomics. 2009 Dec 16;10:610 PMID: 20015349
  108. The large diverse gene family var encodes proteins involved in cytoadherence and antigenic variation of Plasmodium falciparum-infected erythrocytes.
    Cell. 1995 Jul 14;82(1):89-100 PMID: 7606788
  109. Plasmodium falciparum heterochromatin protein 1 marks genomic loci linked to phenotypic variation of exported virulence factors.
    PLoS Pathog. 2009 Sep;5(9):e1000569 PMID: 19730695
  110. Dynamic histone H3 epigenome marking during the intraerythrocytic cycle of Plasmodium falciparum.
    Proc Natl Acad Sci U S A. 2009 Jun 16;106(24):9655-60 PMID: 19497874
  111. Essential roles of Drosophila inner centromere protein (INCENP) and aurora B in histone H3 phosphorylation, metaphase chromosome alignment, kinetochore disjunction, and chromosome segregation.
    J Cell Biol. 2001 May 14;153(4):865-80 PMID: 11352945
  112. Global histone analysis by mass spectrometry reveals a high content of acetylated lysine residues in the malaria parasite Plasmodium falciparum.
    J Proteome Res. 2009 Jul;8(7):3439-50 PMID: 19351122
Article Info
Journal
PLoS pathogens
Abbr.
PLoS Pathog
ISSN
1553-7374
Published
2011-02-00
Epub
2011-00-17
Pages
e1001292
Language
English
Region
United States
NLM ID
101238921
PMCID
PMC3040674
Subset
IM
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