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The Histone H3 K27 Methyltransferase KMT6 Regulates Development and Expression of Secondary Metabolite Gene Clusters


The cereal pathogen Fusarium graminearum produces secondary metabolites toxic to humans and animals, yet coordinated transcriptional regulation of gene clusters remains largely a mystery. By chromatin immunoprecipitation and high-throughput DNA sequencing (ChIP-seq) we found that regions with secondary metabolite clusters are enriched for trimethylated histone H3 lysine 27 (H3K27me3), a histone modification associated with gene silencing. H3K27me3 was found predominantly in regions that lack synteny with other Fusarium species, generally subtelomeric regions. Di- or trimethylated H3K4 (H3K4me2/3), two modifications associated with gene activity, and H3K27me3 are predominantly found in mutually exclusive regions of the genome. To find functions for H3K27me3, we deleted the gene for the putative H3K27 methyltransferase, KMT6, a homolog of Drosophila Enhancer of zeste, E(z). The kmt6 mutant lacks H3K27me3, as shown by western blot and ChIP-seq, displays growth defects, is sterile, and constitutively expresses genes for mycotoxins, pigments and other secondary metabolites. Transcriptome analyses showed that 75% of 4,449 silent genes are enriched for H3K27me3. A subset of genes that were enriched for H3K27me3 in WT gained H3K4me2/3 in kmt6. A largely overlapping set of genes showed increased expression in kmt6. Almost 95% of the remaining 2,720 annotated silent genes showed no enrichment for either H3K27me3 or H3K4me2/3 in kmt6. In these cases mere absence of H3K27me3 was insufficient for expression, which suggests that additional changes are required to activate genes. Taken together, we show that absence of H3K27me3 allowed expression of an additional 14% of the genome, resulting in derepression of genes predominantly involved in secondary metabolite pathways and other species-specific functions, including putative secreted pathogenicity factors. Results from this study provide the framework for novel targeted strategies to control the “cryptic genome”, specifically secondary metabolite expression.


Vyšlo v časopise: The Histone H3 K27 Methyltransferase KMT6 Regulates Development and Expression of Secondary Metabolite Gene Clusters. PLoS Genet 9(10): e32767. doi:10.1371/journal.pgen.1003916
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pgen.1003916

Souhrn

The cereal pathogen Fusarium graminearum produces secondary metabolites toxic to humans and animals, yet coordinated transcriptional regulation of gene clusters remains largely a mystery. By chromatin immunoprecipitation and high-throughput DNA sequencing (ChIP-seq) we found that regions with secondary metabolite clusters are enriched for trimethylated histone H3 lysine 27 (H3K27me3), a histone modification associated with gene silencing. H3K27me3 was found predominantly in regions that lack synteny with other Fusarium species, generally subtelomeric regions. Di- or trimethylated H3K4 (H3K4me2/3), two modifications associated with gene activity, and H3K27me3 are predominantly found in mutually exclusive regions of the genome. To find functions for H3K27me3, we deleted the gene for the putative H3K27 methyltransferase, KMT6, a homolog of Drosophila Enhancer of zeste, E(z). The kmt6 mutant lacks H3K27me3, as shown by western blot and ChIP-seq, displays growth defects, is sterile, and constitutively expresses genes for mycotoxins, pigments and other secondary metabolites. Transcriptome analyses showed that 75% of 4,449 silent genes are enriched for H3K27me3. A subset of genes that were enriched for H3K27me3 in WT gained H3K4me2/3 in kmt6. A largely overlapping set of genes showed increased expression in kmt6. Almost 95% of the remaining 2,720 annotated silent genes showed no enrichment for either H3K27me3 or H3K4me2/3 in kmt6. In these cases mere absence of H3K27me3 was insufficient for expression, which suggests that additional changes are required to activate genes. Taken together, we show that absence of H3K27me3 allowed expression of an additional 14% of the genome, resulting in derepression of genes predominantly involved in secondary metabolite pathways and other species-specific functions, including putative secreted pathogenicity factors. Results from this study provide the framework for novel targeted strategies to control the “cryptic genome”, specifically secondary metabolite expression.


Zdroje

1. MikkelsenTS, KuM, JaffeDB, IssacB, LiebermanE, et al. (2007) Genome-wide maps of chromatin state in pluripotent and lineage-committed cells. Nature

2. LewisEB (1978) A gene complex controlling segmentation in Drosophila. Nature 276: 565–570.

3. SchwartzYB, KahnTG, NixDA, LiXY, BourgonR, et al. (2006) Genome-wide analysis of Polycomb targets in Drosophila melanogaster. Nat Genet 38: 700–705.

4. BoyerLA, PlathK, ZeitlingerJ, BrambrinkT, MedeirosLA, et al. (2006) Polycomb complexes repress developmental regulators in murine embryonic stem cells. Nature 441: 349–353.

5. LeeTI, JennerRG, BoyerLA, GuentherMG, LevineSS, et al. (2006) Control of developmental regulators by Polycomb in human embryonic stem cells. Cell 125: 301–313.

6. BernsteinBE, MikkelsenTS, XieX, KamalM, HuebertDJ, et al. (2006) A bivalent chromatin structure marks key developmental genes in embryonic stem cells. Cell 125: 315–326.

7. ZhaoXD, HanX, ChewJL, LiuJ, ChiuKP, et al. (2007) Whole-genome mapping of histone H3 Lys4 and 27 trimethylations reveals distinct genomic compartments in human embryonic stem cells. Cell Stem Cell 1: 286–298.

8. CavalliG, ParoR (1999) Epigenetic inheritance of active chromatin after removal of the main transactivator. Science 286: 955–958.

9. NishiokaK, ChuikovS, SarmaK, Erdjument-BromageH, AllisCD, et al. (2002) Set9, a novel histone H3 methyltransferase that facilitates transcription by precluding histone tail modifications required for heterochromatin formation. Genes Dev 16: 479–489.

10. KimTH, BarreraLO, ZhengM, QuC, SingerMA, et al. (2005) A high-resolution map of active promoters in the human genome. Nature 436: 876–880.

11. ZhangX, BernatavichuteYV, CokusS, PellegriniM, JacobsenSE (2009) Genome-wide analysis of mono-, di- and trimethylation of histone H3 lysine 4 in Arabidopsis thaliana. Genome Biol 10: R62.

12. HaM, NgDW, LiWH, ChenZJ (2011) Coordinated histone modifications are associated with gene expression variation within and between species. Genome Res 21: 590–598.

13. NomaK, AllisCD, GrewalSI (2001) Transitions in distinct histone H3 methylation patterns at the heterochromatin domain boundaries. Science 293: 1150–1155.

14. Santos-RosaH, SchneiderR, BannisterAJ, SherriffJ, BernsteinBE, et al. (2002) Active genes are tri-methylated at K4 of histone H3. Nature 419: 407–411.

15. SchaftD, RoguevA, KotovicKM, ShevchenkoA, SarovM, et al. (2003) The histone 3 lysine 36 methyltransferase, SET2, is involved in transcriptional elongation. Nucleic Acids Res 31: 2475–2482.

16. SmithKM, KotheGO, MatsenCB, KhlafallahTK, AdhvaryuKK, et al. (2008) The fungus Neurospora crassa displays telomeric silencing mediated by multiple sirtuins and by methylation of histone H3 lysine 9. Epigenetics Chromatin 1: 5.

17. JamiesonK, RountreeMR, LewisZA, StajichJE, SelkerEU (2013) Regional control of histone H3 lysine 27 methylation in Neurospora. Proc Natl Acad Sci U S A 110: 6027–6032.

18. ShiJ, DaweRK (2006) Partitioning of the maize epigenome by the number of methyl groups on histone H3 lysines 9 and 27. Genetics 173: 1571–1583.

19. JinW, LambJC, ZhangW, KolanoB, BirchlerJA, et al. (2008) Histone modifications associated with both A and B chromosomes of maize. Chromosome Res 16: 1203–1214.

20. AllisCD, BergerSL, CoteJ, DentS, JenuwienT, et al. (2007) New nomenclature for chromatin-modifying enzymes. Cell 131: 633–636.

21. ShaverS, Casas-MollanoJA, CernyRL, CeruttiH (2010) Origin of the polycomb repressive complex 2 and gene silencing by an E(z) homolog in the unicellular alga Chlamydomonas. Epigenetics 5: 301–312.

22. SimonJA, KingstonRE (2009) Mechanisms of polycomb gene silencing: knowns and unknowns. Nat Rev Mol Cell Biol 10: 697–708.

23. MargueronR, ReinbergD (2011) The Polycomb complex PRC2 and its mark in life. Nature 469: 343–349.

24. ZhangX, TamaruH, KhanS, HortonJ, KeefeL, et al. (2002) Structure of the Neurospora SET Domain Protein DIM-5, a Histone H3 Lysine Methyltransferase. Cell 111: 117–127.

25. HobertO, JallalB, UllrichA (1996) Interaction of Vav with ENX-1, a putative transcriptional regulator of homeobox gene expression. Mol Cell Biol 16: 3066–3073.

26. CuomoCA, GuldenerU, XuJR, TrailF, TurgeonBG, et al. (2007) The Fusarium graminearum genome reveals a link between localized polymorphism and pathogen specialization. Science 317: 1400–1402.

27. MaLJ, van der DoesHC, BorkovichKA, ColemanJJ, DaboussiMJ, et al. (2010) Comparative genomics reveals mobile pathogenicity chromosomes in Fusarium. Nature 464: 367–373.

28. GaleLR, BryantJD, CalvoS, GieseH, KatanT, et al. (2005) Chromosome complement of the fungal plant pathogen Fusarium graminearum based on genetic and physical mapping and cytological observations. Genetics 171: 985–1001.

29. DeanRA, TalbotNJ, EbboleDJ, FarmanML, MitchellTK, et al. (2005) The genome sequence of the rice blast fungus Magnaporthe grisea. Nature 434: 980–986.

30. FedorovaND, KhaldiN, JoardarVS, MaitiR, AmedeoP, et al. (2008) Genomic islands in the pathogenic filamentous fungus Aspergillus fumigatus. PLoS Genet 4: e1000046.

31. RyanFJ, BeadleGW, TatumEL (1943) The tube method of measuring the growth rate of Neurospora. Am J Botany 30: 784–799.

32. UrbanM, MottE, FarleyT, Hammond-KosackK (2003) The Fusarium graminearum MAP1 gene is essential for pathogenicity and development of perithecia. Mol Plant Pathol 4: 347–359.

33. CavinderB, SikhakolliU, FellowsKM, TrailF (2012) Sexual development and ascospore discharge in Fusarium graminearum. J Vis Exp

34. TrailF, XuH, LorangerR, GadouryD (2002) Physiological and environmental aspects of ascospore discharge in Gibberella zeae (anamorph Fusarium graminearum). Mycologia 94: 181–189.

35. HebenstreitD, GuM, HaiderS, TurnerDJ, LioP, et al. (2011) EpiChIP: gene-by-gene quantification of epigenetic modification levels. Nucleic Acids Res 39: e27.

36. TrapnellC, RobertsA, GoffL, PerteaG, KimD, et al. (2012) Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat Protoc 7: 562–578.

37. WiemannP, SieberCM, von BargenKW, StudtL, NiehausEM, et al. (2013) Deciphering the Cryptic Genome: Genome-wide Analyses of the Rice Pathogen Fusarium fujikuroi Reveal Complex Regulation of Secondary Metabolism and Novel Metabolites. PLoS Pathog 9: e1003475.

38. DengJ, CarboneI, DeanRA (2007) The evolutionary history of cytochrome P450 genes in four filamentous Ascomycetes. BMC Evol Biol 7: 30.

39. KrokenS, GlassNL, TaylorJW, YoderOC, TurgeonBG (2003) Phylogenomic analysis of type I polyketide synthase genes in pathogenic and saprobic ascomycetes. Proc Natl Acad Sci U S A 100: 15670–15675.

40. NiehausEM, KleigreweK, WiemannP, StudtL, SieberCM, et al. (2013) Genetic Manipulation of the Fusarium fujikuroi Fusarin Gene Cluster Yields Insight into the Complex Regulation and Fusarin Biosynthetic Pathway. Chem Biol 20: 1055–1066.

41. JinJM, LeeJ, LeeYW (2010) Characterization of carotenoid biosynthetic genes in the ascomycete Gibberella zeae. FEMS Microbiol Lett 302: 197–202.

42. GaffoorI, BrownDW, PlattnerR, ProctorRH, QiW, et al. (2005) Functional analysis of the polyketide synthase genes in the filamentous fungus Gibberella zeae (anamorph Fusarium graminearum). Eukaryot Cell 4: 1926–1933.

43. Morais do AmaralA, AntoniwJ, RuddJJ, Hammond-KosackKE (2012) Defining the Predicted Protein Secretome of the Fungal Wheat Leaf Pathogen Mycosphaerella graminicola. PLoS One 7: e49904.

44. PaulerFM, SloaneMA, HuangR, ReghaK, KoernerMV, et al. (2009) H3K27me3 forms BLOCs over silent genes and intergenic regions and specifies a histone banding pattern on a mouse autosomal chromosome. Genome Res 19: 221–233.

45. SmithKM, PhatalePA, SullivanCM, PomraningKR, FreitagM (2011) Heterochromatin is required for normal distribution of Neurospora crassa CenH3. Mol Cell Biol 31: 2528–2542.

46. LewisZA, HondaS, KhlafallahTK, JeffressJK, FreitagM, et al. (2009) Relics of repeat-induced point mutation direct heterochromatin formation in Neurospora crassa. Genome Res 19: 427–437.

47. Reyes-DominguezY, BokJW, BergerH, ShwabEK, BasheerA, et al. (2010) Heterochromatic marks are associated with the repression of secondary metabolism clusters in Aspergillus nidulans. Mol Microbiol 76: 1376–1386.

48. AdhvaryuKK, MorrisSA, StrahlBD, SelkerEU (2005) Methylation of Histone H3 Lysine 36 Is Required for Normal Development in Neurospora crassa. Eukaryot Cell 4: 1455–1464.

49. Kolasinska-ZwierzP, DownT, LatorreI, LiuT, LiuXS, et al. (2009) Differential chromatin marking of introns and expressed exons by H3K36me3. Nat Genet 41: 376–381.

50. LiF, MaoG, TongD, HuangJ, GuL, et al. (2013) The histone mark H3K36me3 regulates human DNA mismatch repair through its interaction with MutSalpha. Cell 153: 590–600.

51. RoudierF, AhmedI, BerardC, SarazinA, Mary-HuardT, et al. (2011) Integrative epigenomic mapping defines four main chromatin states in Arabidopsis. EMBO J 30: 1928–1938.

52. ParkSY, SchwartzYB, KahnTG, AskerD, PirrottaV (2012) Regulation of Polycomb group genes Psc and Su(z)2 in Drosophila melanogaster. Mech Dev 128: 536–547.

53. NgHH, RobertF, YoungRA, StruhlK (2003) Targeted Recruitment of Set1 Histone Methylase by Elongating Pol II Provides a Localized Mark and Memory of Recent Transcriptional Activity. Mol Cell 11: 709–719.

54. KroganNJ, KimM, TongA, GolshaniA, CagneyG, et al. (2003) Methylation of histone H3 by Set2 in Saccharomyces cerevisiae is linked to transcriptional elongation by RNA polymerase II. Mol Cell Biol 23: 4207–4218.

55. BokJW, ChiangYM, SzewczykE, Reyes-DominguezY, DavidsonAD, et al. (2009) Chromatin-level regulation of biosynthetic gene clusters. Nat Chem Biol 5: 462–464.

56. NutzmannHW, Reyes-DominguezY, ScherlachK, SchroeckhV, HornF, et al. (2011) Bacteria-induced natural product formation in the fungus Aspergillus nidulans requires Saga/Ada-mediated histone acetylation. Proc Natl Acad Sci U S A 108: 14282–14287.

57. MalzS, GrellMN, ThraneC, MaierFJ, RosagerP, et al. (2005) Identification of a gene cluster responsible for the biosynthesis of aurofusarin in the Fusarium graminearum species complex. Fungal Genet Biol 42: 420–433.

58. BergmannS, SchumannJ, ScherlachK, LangeC, BrakhageAA, et al. (2007) Genomics-driven discovery of PKS-NRPS hybrid metabolites from Aspergillus nidulans. Nat Chem Biol 3: 213–217.

59. ChiangYM, SzewczykE, DavidsonAD, KellerN, OakleyBR, et al. (2009) A gene cluster containing two fungal polyketide synthases encodes the biosynthetic pathway for a polyketide, asperfuranone, in Aspergillus nidulans. J Am Chem Soc 131: 2965–2970.

60. BromannK, ToivariM, ViljanenK, VuoristoA, RuohonenL, et al. (2012) Identification and characterization of a novel diterpene gene cluster in Aspergillus nidulans. PLoS One 7: e35450.

61. MaiyaS, GrundmannA, LiSM, TurnerG (2009) Improved tryprostatin B production by heterologous gene expression in Aspergillus nidulans. Fungal Genet Biol 46: 436–440.

62. ItohT, TokunagaK, MatsudaY, FujiiI, AbeI, et al. (2010) Reconstitution of a fungal meroterpenoid biosynthesis reveals the involvement of a novel family of terpene cyclases. Nat Chem 2: 858–864.

63. SakaiK, KinoshitaH, NihiraT (2012) Heterologous expression system in Aspergillus oryzae for fungal biosynthetic gene clusters of secondary metabolites. Appl Microbiol Biotechnol 93: 2011–2022.

64. WilliamsRB, HenriksonJC, HooverAR, LeeAE, CichewiczRH (2008) Epigenetic remodeling of the fungal secondary metabolome. Org Biomol Chem 6: 1895–1897.

65. HenriksonJC, HooverAR, JoynerPM, CichewiczRH (2009) A chemical epigenetics approach for engineering the in situ biosynthesis of a cryptic natural product from Aspergillus niger. Org Biomol Chem 7: 435–438.

66. SchroeckhV, ScherlachK, NutzmannHW, ShelestE, Schmidt-HeckW, et al. (2009) Intimate bacterial-fungal interaction triggers biosynthesis of archetypal polyketides in Aspergillus nidulans. Proc Natl Acad Sci U S A 106: 14558–14563.

67. ShwabEK, BokJW, TribusM, GalehrJ, GraessleS, et al. (2007) Histone deacetylase activity regulates chemical diversity in Aspergillus. Eukaryot Cell 6: 1656–1664.

68. GilesSS, SoukupAA, LauerC, ShaabanM, LinA, et al. (2011) Cryptic Aspergillus nidulans antimicrobials. Appl Environ Microbiol 77: 3669–3675.

69. SoukupAA, ChiangYM, BokJW, Reyes-DominguezY, OakleyBR, et al. (2012) Overexpression of the Aspergillus nidulans histone 4 acetyltransferase EsaA increases activation of secondary metabolite production. Mol Microbiol 86: 314–330.

70. BayramO, KrappmannS, NiM, BokJW, HelmstaedtK, et al. (2008) VelB/VeA/LaeA complex coordinates light signal with fungal development and secondary metabolism. Science 320: 1504–1506.

71. MyungK, LiS, ButchkoRA, BusmanM, ProctorRH, et al. (2009) FvVE1 regulates biosynthesis of the mycotoxins fumonisins and fusarins in Fusarium verticillioides. J Agric Food Chem 57: 5089–5094.

72. WiemannP, BrownDW, KleigreweK, BokJW, KellerNP, et al. (2010) FfVel1 and FfLae1, components of a velvet-like complex in Fusarium fujikuroi, affect differentiation, secondary metabolism and virulence. Mol Microbiol 77: 972–994.

73. JiangJ, LiuX, YinY, MaZ (2011) Involvement of a velvet protein FgVeA in the regulation of asexual development, lipid and secondary metabolisms and virulence in Fusarium graminearum. PLoS One 6: e28291.

74. MerhejJ, UrbanM, DufresneM, Hammond-KosackKE, Richard-ForgetF, et al. (2011) The velvet gene, FgVe1, affects fungal development and positively regulates trichothecene biosynthesis and pathogenicity in Fusarium graminearum. Mol Plant Pathol

75. BokJW, KellerNP (2004) LaeA, a regulator of secondary metabolism in Aspergillus spp. Eukaryot Cell 3: 527–535.

76. PerrinRM, FedorovaND, BokJW, CramerRA, WortmanJR, et al. (2007) Transcriptional regulation of chemical diversity in Aspergillus fumigatus by LaeA. PLoS Pathog 3: e50.

77. Sarikaya BayramO, BayramO, ValeriusO, ParkHS, IrnigerS, et al. (2010) LaeA control of velvet family regulatory proteins for light-dependent development and fungal cell-type specificity. PLoS Genet 6: e1001226.

78. ShaabanM, PalmerJM, El-NaggarWA, El-SokkaryMA, Habib elSE, et al. (2010) Involvement of transposon-like elements in penicillin gene cluster regulation. Fungal Genet Biol 47: 423–432.

79. PalmerJM, PerrinRM, DagenaisTR, KellerNP (2008) H3K9 methylation regulates growth and development in Aspergillus fumigatus. Eukaryot Cell 7: 2052–2060.

80. PalmerJM, TheisenJM, DuranRM, GrayburnWS, CalvoAM, et al. (2013) Secondary metabolism and development is mediated by LlmF control of VeA subcellular localization in Aspergillus nidulans. PLoS Genet 9: e1003193.

81. PalmerJM, MallaredyS, PerryDW, SanchezJF, TheisenJM, et al. (2010) Telomere position effect is regulated by heterochromatin-associated proteins and NkuA in Aspergillus nidulans. Microbiology 156: 3522–3531.

82. PalmerJM, KellerNP (2010) Secondary metabolism in fungi: does chromosomal location matter? Curr Opin Microbiol 13: 431–436.

83. FarmanML, KimYS (2005) Telomere hypervariability in Magnaporthe oryzae. Mol Plant Pathol 6: 287–298.

84. FarmanML (2007) Telomeres in the rice blast fungus Magnaporthe oryzae: the world of the end as we know it. FEMS Microbiol Lett 273: 125–132.

85. CubillosFA, BilliE, ZorgoE, PartsL, FargierP, et al. (2011) Assessing the complex architecture of polygenic traits in diverged yeast populations. Mol Ecol 20: 1401–1413.

86. PartsL, CubillosFA, WarringerJ, JainK, SalinasF, et al. (2011) Revealing the genetic structure of a trait by sequencing a population under selection. Genome Res 21: 1131–1138.

87. WaltonJD (2000) Horizontal gene transfer and the evolution of secondary metabolite gene clusters in fungi: an hypothesis. Fungal Genet Biol 30: 167–171.

88. SelkerEU, TountasNA, CrossSH, MargolinBS, MurphyJG, et al. (2003) The methylated component of the Neurospora crassa genome. Nature 422: 893–897.

89. CappelliniRA, PetersonJL (1965) Macroconidium formation in submerged cultures by a non-sporulating strain of Gibberella zeae. Mycologia 57: 962–966.

90. Leslie JF, Summerell BA (2006) The fusarium laboratory manual. Ames, Iowa: Blackwell Pub. xii, 388 p. p.

91. GeissmanTA, VerbiscarAJ, PhinneyBO, CraggG (1966) Studies on the biosynthesis of gibberellins from (–)-kaurenoic acid in cultures of Gibberella fujikuroi. Phytochem 5: 933–947.

92. SzewczykE, NayakT, OakleyCE, EdgertonH, XiongY, et al. (2006) Fusion PCR and gene targeting in Aspergillus nidulans. Nat Protoc 1: 3111–3120.

93. PowellWA, KistlerHC (1990) In vivo rearrangement of foreign DNA by Fusarium oxysporum produces linear self-replicating plasmids. J Bacteriol 172: 3163–3171.

94. Alting-MeesMA, ShortJM (1989) pBluescript II: gene mapping vectors. Nucleic Acids Res 17: 9494.

95. TuoriRP, WolpertTJ, CiuffettiLM (2000) Heterologous expression of functional Ptr ToxA. Mol Plant Microbe Interact 13: 456–464.

96. KlittichC, LeslieJF (1988) Nitrate reduction mutants of fusarium moniliforme (gibberella fujikuroi). Genetics 118: 417–423.

97. PomraningKR, SmithKM, FreitagM (2009) Genome-wide high throughput analysis of DNA methylation in eukaryotes. Methods 47: 142–150.

98. MiaoVP, FreitagM, SelkerEU (2000) Short TpA-rich segments of the zeta-eta region induce DNA methylation in Neurospora crassa. J Mol Biol 300: 249–273.

99. HondaS, SelkerEU (2008) Direct interaction between DNA methyltransferase DIM-2 and HP1 is required for DNA methylation in Neurospora crassa. Mol Cell Biol 28: 6044–6055.

100. Sambrook J, Fritsch EF, Maniatis T (1989) Molecular Cloning: A Laboratory Manual. Cold Spring Harbor, New York: Cold Spring Harbor Laboratory Press.

101. TamaruH, ZhangX, McMillenD, SinghPB, NakayamaJ, et al. (2003) Trimethylated lysine 9 of histone H3 is a mark for DNA methylation in Neurospora crassa. Nat Genet 34: 75–79.

102. PomraningKR, SmithKM, BredewegEL, ConnollyLR, PhatalePA, et al. (2012) Library preparation and data analysis packages for rapid genome sequencing. Methods Mol Biol 944: 1–22.

103. LiH, RuanJ, DurbinR (2008) Mapping short DNA sequencing reads and calling variants using mapping quality scores. Genome Res 18: 1851–1858.

104. LuoZ, FreitagM, SachsMS (1995) Translational regulation in response to changes in amino acid availability in Neurospora crassa. Mol Cell Biol 15: 5235–5245.

105. LiH, DurbinR (2009) Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25: 1754–1760.

106. LiH, HandsakerB, WysokerA, FennellT, RuanJ, et al. (2009) The Sequence Alignment/Map format and SAMtools. Bioinformatics 25: 2078–2079.

107. SteinLD, MungallC, ShuS, CaudyM, MangoneM, et al. (2002) The generic genome browser: a building block for a model organism system database. Genome Res 12: 1599–1610.

108. TrapnellC, PachterL, SalzbergSL (2009) TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25: 1105–1111.

109. TrapnellC, WilliamsBA, PerteaG, MortazaviA, KwanG, et al. (2010) Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 28: 511–515.

110. HartiganJAaW, M.A. (1979) A K-means clustering algorithm. Applied Statistics 28: 100–108.

111. TobiasenC, AahmanJ, RavnholtKS, BjerrumMJ, GrellMN, et al. (2007) Nonribosomal peptide synthetase (NPS) genes in Fusarium graminearum, F. culmorum and F. pseudograminearium and identification of NPS2 as the producer of ferricrocin. Curr Genet 51: 43–58.

112. BrownDW, ButchkoRA, BakerSE, ProctorRH (2012) Phylogenomic and functional domain analysis of polyketide synthases in Fusarium. Fungal Biol 116: 318–331.

113. SonH, SeoYS, MinK, ParkAR, LeeJ, et al. (2011) A phenome-based functional analysis of transcription factors in the cereal head blight fungus, Fusarium graminearum. PLoS Pathog 7: e1002310.

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