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Genome-wide expression profiling and identification of gene activities during early flower development in Arabidopsis

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Abstract

We have used oligonucleotide microarrays to detect Arabidopsis gene expression during early flower development. Among the 22,746 genes represented on the Affymetrix ATH1 chip, approximately 14,660 (64.5%) genes were expressed with signal intensity at or more than 50 in each of the six organs/structures examined, including young inflorescences (floral stages 1–9), stage-12 floral buds, developing siliques, leaves, stems, and roots. 17,583 genes were expressed with an intensity at or above 50 in at least one tissue, including 12,245 genes that were expressed in all the six tissues. Comparison of genes expressed between young inflorescence or stage-12 floral buds with other tissues suggests that relatively large numbers of genes are expressed at similar levels in tissues that are related morphologically and/or developmentally, as supported by a cluster analysis with data from two other studies. Further analysis of the genes preferentially expressed in floral tissues has uncovered new genes potentially involved in Arabidopsis flower development. One hundred and four genes were determined to be preferentially expressed in young inflorescences, including 22 genes encoding putative transcription factors. We also identified 105 genes that were preferentially expressed in three reproductive structures (the young inflorescences, stage-12 floral buds and developing siliques), when compared with the vegetative tissues. RT-PCR results of selected genes are consistent with the results from these microarrays and suggest that the relative signal intensities detected with the Affymetrix microarray are reliable estimates of gene expression.

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References

  • Affymetrix 2001. GeneChip expression analysis overview. www.Affymetrix.com.

  • J.M. Alonso A.N. Stepanova T.J. Leisse C.J. Kim H. Chen P. Shinn D.K. Stevenson J. Zimmerman P. Barajas R. Cheuk C. Gadrinab C. Heller A. Jeske E. Koesema C.C. Meyers H. Parker L. Prednis Y. Ansari N. Choy H. Deen M. Geralt N. Hazari E. Hom M. Karnes C. Mulholland R. Ndubaku I. Schmidt P. Guzman L. Aguilar-Henonin M. Schmid D. Weigel D.E. Carter T. Marchand E. Risseeuw D. Brogden A. Zeko W.L. Crosby C.C. Berry J.R. Ecker (2003) ArticleTitleGenome-wide insertional mutagenesis of Arabidopsis thaliana Science 301 653–657

    Google Scholar 

  • J. Alvarez D.R. Smyth (1999) ArticleTitleCRABS CLAW and SPATULA, two Arabidopsis genes that control carpel development in parallel with AGAMOUS Development 126 2377–2386

    Google Scholar 

  • Arabidopsis Genome Initiative (2000) ArticleTitleAnalysis of the genome sequence of the flowering plant Arabidopsis thaliana Nature 408 796–815

    Google Scholar 

  • Y. Azumi D. Liu D. Zhao W. Li G. Wang Y. Hu H. Ma (2002) ArticleTitleHomolog interaction during meiotic prophase I in Arabidopsis requires the SOLO DANCERS gene encoding a novel cyclin-like protein EMBO J. 21 3081–3095

    Google Scholar 

  • M. Bevan I. Bancroft E. Bent K. Love H. Goodman C. Dean R. Bergkamp W. Dirkse M. Staveren ParticleVan W. Stiekema L. Drost P. Ridley S.A. Hudson K. Patel G. Murphy P. Piffanelli H. Wedler E. Wedler R. Wambutt T. Weitzenegger T.M. Pohl N. Terryn J. Gielen R. Villarroel N. Chalwatzis (1998) ArticleTitleAnalysis of 1.9 Mb of contiguous sequence from chromosome 4 of Arabidopsis thaliana Nature 391 485–488

    Google Scholar 

  • X. Chen E.M. Meyerowitz (1999) ArticleTitleHUA1 and HUA2 are two members of the floral homeotic AGAMOUS pathway Mol. Cell 3 349–360

    Google Scholar 

  • X. Chen J. Liu Y. Cheng D. Jia (2002b) ArticleTitleHEN1 functions pleiotropically in Arabidopsis development and acts in C function in the flower Development 129 1085–1094

    Google Scholar 

  • C.F. Chuang M.P. Running R.W. Williams E.M. Meyerowitz (1999) ArticleTitleThe PERIANTHIA gene encodes a bZIP protein involved in the determination of floral organ number in Arabidopsis thaliana Genes Dev. 13 334–344

    Google Scholar 

  • R.S.A.H.-M. Desikan J.T. Hancock S.J. Neill (2001) ArticleTitleRegulation of the Arabidopsis transcriptome by oxidative stress Plant Physiol. 127 159–172

    Google Scholar 

  • G. Ditta A. Pinyopich P. Robles S. Pelaz M.F. Yanofsky (2004) ArticleTitleThe SEP4 gene of Arabidopsis thaliana functions in floral organ and meristem identity Curr. Biol. 14 1935–1940

    Google Scholar 

  • J. Donson Y. Fang G. Espiritu-Santo W. Xing A. Salazar S. Miyamoto V. Armendarez W. Volkmuth (2002) ArticleTitleComprehensive gene expression analysis by transcript profiling Plant Mol. Biol. 48 75–97

    Google Scholar 

  • G.N. Drews J.L. Bowman E.M. Meyerowitz (1991) ArticleTitleNegative regulation of the Arabidopsis homeotic gene AGAMOUS by the APETALA2 product Cell 65 991–1002

    Google Scholar 

  • T. Durfee J.L. Roe R.A. Sessions C. Inouye K. Serikawa K.A. Feldmann D. Weigel P.C. Zambryski (2003) ArticleTitleThe F-box-containing protein UFO and AGAMOUS participate in antagonistic pathways governing early petal development in Arabidopsis Proc. Natl. Acad. Sci. USA 100 8571–8576

    Google Scholar 

  • B.S. Everitt (1980) Cluster Analysis EditionNumber2nd Heineman-Educational Books Ltd London

    Google Scholar 

  • R. Favaro A. Pinyopich R. Battaglia M. Kooiker L. Borghi G. Ditta M.F. Yanofsky M.M. Kater L. Colombo (2003) ArticleTitleMADS-box protein complexes control carpel and ovule development in Arabidopsis Plant Cell 15 2603–2611

    Google Scholar 

  • Felsenstein, J. 2004. Phylip: Phylogeny Inference Package V 3.6. http://evolution.genetics.washington.edu/phylip.html.

  • C.A. Flanagan H. Ma (1994) ArticleTitleSpatially and temporally regulated expression of the MADS-box gene AGL2 in wild-type and mutant Arabidopsis flowers Plant Mol. Biol. 26 581–595

    Google Scholar 

  • C.A. Flanagan Y. Hu H. Ma (1996) ArticleTitleSpecific expression of the AGL1 MADS-box gene suggests regulatory functions in Arabidopsis gynoecium and ovule development Plant J. 10 343–353

    Google Scholar 

  • J.M. Franco-Zorrilla P. Cubas J.A. Jarillo B. Fernandez-Calvin J. Salinas J.M. Martinez-Zapater (2002) ArticleTitleAtREM1, a member of a new family of B3 domain-containing genes, is preferentially expressed in reproductive meristems Plant Physiol. 128 418–427

    Google Scholar 

  • Gentleman, R.C., Carey, V.J., Bates, D.J., Bolstad, B.M., Dettling, M., Dudoit, S., Ellis, B., Gautier, L., Ge, Y., Gentry, J., Hornik, K., Hothorn, T., Huber, W., Iacus, S., Irizarry, R., Leisch, F., Li, C.S., Maechler, M., Rossini, A.J., Sawitzki, G., Smith, C., Smyth, G.K., Tierney, L., Yang, Y.H. and Zhang, J. 2004. Bioconductor: Open software development for computational biology and bioinformatics. http://www.bepress.com/bioconductor/paper1/.

  • K. Goto E. Meyerowitz (1994) ArticleTitleFunction and regulation of the Arabidopsis floral homeotic gene PISTILLATA Genes Dev. 8 1548–1560

    Google Scholar 

  • C. Gustafson-Brown B. Savidge M.F. Yanofsky (1994) ArticleTitleRegulation of the Arabidopsis floral homeotic gene APETALA1 Cell 76 131–143

    Google Scholar 

  • L. Hennig M. Menges J.A. Murray W. Gruissem (2003) ArticleTitleArabidopsis transcript profiling on Affymetrix GeneChip arrays Plant Mol. Biol. 53 457–465

    Google Scholar 

  • L. Hennig W. Gruissem U. Grossniklaus C. Kohler (2004) ArticleTitleTranscriptional programs of early reproductive stages in Arabidopsis Plant Physiol. 135 1765–1775

    Google Scholar 

  • T. Higginson S.F. Li R.W. Parish (2003) ArticleTitleAtMYB103 regulates tapetum and trichome development in Arabidopsis thaliana Plant J. 35 177–192

    Google Scholar 

  • H. Huang M. Tudor C.A. Weiss Y. Hu H. Ma (1995) ArticleTitleThe Arabidopsis MADS-box gene AGL3 is widely expressed and encodes a sequence-specific DNA-binding protein Plant Mol. Biol. 28 549–567

    Google Scholar 

  • T.R. Hughes D.D. Shoemaker (2001) ArticleTitleDNA microarrays for expression profiling Curr. Opin. Chem. Biol. 5 21–25

    Google Scholar 

  • R. Ihaka R. Gentleman (1996) ArticleTitleR: A language for data analysis and graphics: J. Comput. Graph. Stat. 5 299–314

    Google Scholar 

  • G.C. Ingram J. Goodrich M.D. Wilkinson R. Simon G.W. Haughn E.S. Coen (1995) ArticleTitleParallels between UNUSUAL FLORAL ORGANS and FIMBRIATA, genes controlling flower development in Arabidopsis and Antirrhinum Plant Cell 7 1501–1510

    Google Scholar 

  • Irizarry (2003) ArticleTitleExploration, normalization, and summaries of high density oligonucleotide array probe level data Biostatistics 4 249–264

    Google Scholar 

  • T. Jack L.L. Brockman E.M. Meyerowitz (1992) ArticleTitleThe homeotic gene APETALA3 of Arabidopsis thaliana encodes a MADS box and is expressed in petals and stamens Cell 68 683–697

    Google Scholar 

  • T. Jack (2002) ArticleTitleNew members of the floral organ identity AGAMOUS pathway Trends Plant Sci. 7 286–287

    Google Scholar 

  • K.D. Jofuku B.G. Boer Particleden M. Montagu ParticleVan J.K. Okamuro (1994) ArticleTitleControl of Arabidopsis flower and seed development by the homeotic gene APETALA2 Plant Cell 6 1211–1225

    Google Scholar 

  • K. Keith M. Kraml N.G. Dengler P. McCourt (1994) ArticleTitlefusca3: A heterochronic mutation affecting late embryo development in Arabidopsis Plant Cell 6 589–600

    Google Scholar 

  • S. Kurup H.D. Jones M.J. Holdsworth (2000) ArticleTitleInteractions of the developmental regulator ABI3 with proteins identified from developing Arabidopsis seeds Plant J. 21 143–155

    Google Scholar 

  • J.Z. Levin E.M. Meyerowitz (1995) ArticleTitleUFO: an Arabidopsis gene involved in both floral meristem and floral organ development Plant Cell 7 529–548

    Google Scholar 

  • S.J. Liljegren G.S. Ditta Y. Eshed B. Savidge J.L. Bowman M.F. Yanofsky (2000) ArticleTitleSHATTERPROOF MADS-box genes control seed dispersal in Arabidopsis Nature 404 766–770

    Google Scholar 

  • I. Lönnstedt T.P. Speed (2002) ArticleTitleReplicated microarray data Stat/ Sinica 12 31–46

    Google Scholar 

  • H. Luerssen V. Kirik P. Herrmann S. Misera (1998) ArticleTitleFUSCA3 encodes a protein with a conserved VP1/AB13-like B3 domain which is of functional importance for the regulation of seed maturation in Arabidopsis thaliana Plant J. 15 755–764

    Google Scholar 

  • H. Ma M.F. Yanofsky E.M. Meyerowitz (1990) ArticleTitleMolecular cloning and characterization of GPA1, a G protein α subunit gene from Arabidopsis thaliana Proc. Natl. Acad. Sci. USA 87 3821–3825

    Google Scholar 

  • H. Ma M.F. Yanofsky E.M. Meyerowitz (1991) ArticleTitleAGL1-AGL6, an Arabidopsis gene family with similarity to floral homeotic and transcription factor genes Genes Dev. 5 484–495

    Google Scholar 

  • H. Ma (1994) ArticleTitleThe unfolding drama of flower development: recent results from genetic and molecular analyses Genes Dev. 8 745–756

    Google Scholar 

  • M.A. Mandel C. Gustafson-Brown B. Savidge M.F. Yanofsky (1992) ArticleTitleMolecular characterization of the Arabidopsis floral homeotic gene APETALA1 Nature 360 273–277

    Google Scholar 

  • B.A. Moffatt E.A. McWhinnie S.K. Agarwal D.A. Schaff (1994) ArticleTitleThe adenine phosphoribosyltransferase-encoding gene of Arabidopsis thaliana Gene 143 211–216

    Google Scholar 

  • W. Ni W. Li X. Zhang W. Hu W. Zhang G. Wang T. Han L.M. Zahn D. Zhao H. Ma (2005) Genetic control of reproductive development in flowering plants R.P. Sharma (Eds) Molecular Plant Physiology Haworth Press New York

    Google Scholar 

  • W. Ni D. Xie L. Hobbie B. Feng D. Zhao J. Akkara H. Ma (2004) ArticleTitleRegulation of flower development in Arabidopsis by SCF complexes Plant Physiol. 134 1574–1585

    Google Scholar 

  • A. Nishii M. Takemura H. Fujita M. Shikata A. Yokota T. Kohchi (2000) ArticleTitleCharacterization of a novel gene encoding a putative single zinc-finger protein, ZIM, expressed during the reproductive phase in Arabidopsis thaliana Biosci. Biotechnol. Biochem. 64 1402–1409

    Google Scholar 

  • L. Parenicova S. Folter Particlede M. Kieffer D.S. Horner C. Favalli J. Busscher H.E. Cook R.M. Ingram M.M. Kater B. Davies G.C. Angenent L. Colombo (2003) ArticleTitleMolecular and phylogenetic analyses of the complete MADS-box transcription factor family in Arabidopsis: new openings to the MADS world Plant Cell 15 1538–1551

    Google Scholar 

  • S. Pelaz G.S. Ditta E. Baumann E. Wisman M.F. Yanofsky (2000) ArticleTitleB and C floral organ identity functions require SEPALLATA MADS-box genes Nature 405 200–203

    Google Scholar 

  • A. Pinyopich G.S. Ditta B. Savidge S.J. Liljegren E. Baumann E. Wisman M.F. Yanofsky (2003) ArticleTitleAssessing the redundancy of MADS-box genes during carpel and ovule development Nature 424 85–88

    Google Scholar 

  • J.C. Redman B.J. Haas G. Tanimoto C.D. Town (2004) ArticleTitleDevelopment and evaluation of an Arabidopsis whole genome Affymetrix probe array Plant J. 38 545–561

    Google Scholar 

  • J.L. Riechmann J. Heard G. Martin L. Reuber C. Jiang J. Keddie L. Adam O. Pineda O.J. Ratcliffe R.R. Samaha R. Creelman M. Pilgrim P. Broun J.Z. Zhang D. Ghandehari B.K. Sherman G. Yu (2000) ArticleTitleArabidopsis transcription factors: genome-wide comparative analysis among eukaryotes Science 290 2105–2110

    Google Scholar 

  • H. Sakai L.J. Medrano E.M. Meyerowitz (1995) ArticleTitleRole of SUPERMAN in maintaining Arabidopsis floral whorl boundaries Nature 378 199–203

    Google Scholar 

  • M. Salanoubat K. Lemcke M. Rieger W. Ansorge M. Unseld B. Fartmann G. Valle H. Blocker M. Perez-Alonso B. Obermaier M. Delseny M. Boutry L.A. Grivell R. Mache P. Puigdomenech V. Simone ParticleDe N. Choisne F. Artiguenave C. Robert P. Brottier P. Wincker L. Cattolico J. Weissenbach W. Saurin F. Quetier M. Schafer S. Muller-Auer C. Gabel M. Fuchs V. Benes E. Wurmbach H. Drzonek H. Erfle N. Jordan S. Bangert R. Wiedelmann H. Kranz H. Voss R. Holland P. Brandt G. Nyakatura A. Vezzi M. D′Angelo A. Pallavicini S. Toppo B. Simionati A. Conrad K. Hornischer G. Kauer T.H. Lohnert G. Nordsiek J. Reichelt M. Scharfe O. Schon M. Bargues J. Terol J. Climent P. Navarro C. Collado A. Perez-Perez B. Ottenwalder D. Duchemin R. Cooke M. Laudie C. Berger-Llauro B. Purnelle D. Masuy M. Haan Particlede A.C. Maarse J.P. Alcaraz A. Cottet E. Casacuberta A. Monfort A. Argiriou M. Flores R. Liguori D. Vitale G. Mannhaupt D. Haase H. Schoof S. Rudd P. Zaccaria H.W. Mewes K.F. Mayer S. Kaul C.D. Town H.L. Koo L.J. Tallon J. Jenkins T. Rooney M. Rizzo A. Walts T. Utterback C.Y. Fujii T.P. Shea T.H. Creasy B. Haas R. Maiti D. Wu J. Peterson S. Aken ParticleVan G. Pai J. Militscher P. Sellers J.E. Gill T.V. Feldblyum D. Preuss X. Lin W.C. Nierman S.L. Salzberg O. White J.C. Venter C.M. Fraser T. Kaneko Y. Nakamura S. Sato T. Kato E. Asamizu S. Sasamoto T. Kimura K. Idesawa K. Kawashima Y. Kishida C. Kiyokawa M. Kohara M. Matsumoto A. Matsuno A. Muraki S. Nakayama N. Nakazaki S. Shinpo C. Takeuchi T. Wada A. Watanabe M. Yamada M. Yasuda S. Tabata (2000) ArticleTitleSequence and analysis of chromosome 3 of the plant Arabidopsis thaliana Nature 408 820–822

    Google Scholar 

  • A. Samach J.E. Klenz S.E. Kohalmi E. Risseeuw G.W. Haughn W.L. Crosby (1999) ArticleTitleThe UNUSUAL FLORAL ORGANS gene of Arabidopsis thaliana is an F-box protein required for normal patterning and growth in the floral meristem Plant J. 20 433–445

    Google Scholar 

  • B. Savidge S.D. Rounsley M.F. Yanofsky (1995) ArticleTitleTemporal relationship between the transcription of two Arabidopsis MADS box genes and the floral organ identity genes Plant Cell 7 721–733

    Google Scholar 

  • M. Schmid N.H. Uhlenhaut F. Godard M. Demar R. Bressan D. Weigel J.U. Lohmann (2003) ArticleTitleDissection of floral induction pathways using global expression analysis Development 130 6001–6012

    Google Scholar 

  • D.R. Smyth J.L. Bowman E.M. Meyerowitz (1990) ArticleTitleEarly flower development in Arabidopsis Plant Cell 2 755–767

    Google Scholar 

  • Smyth, G.K. 2004. Linear models and empirical Bayes methods for assessing differential expression in microarray experiments. Statist. Appl. Genet. Mol. Biol. 3: Article 3, http://www.bepress.com/sagmb/vol3/iss1/art3.

  • S.L. Stone L.W. Kwong K.M. Yee J. Pelletier L. Lepiniec R.L. Fischer R.B. Goldberg J.J. Harada (2001) ArticleTitleLEAFY COTYLEDON2 encodes a B3 domain transcription factor that induces embryo development Proc. Natl. Acad. Sci. USA 98 11806–11811

    Google Scholar 

  • J.D. Storey R. Tibshirani (2003) ArticleTitleStatistical significance for genome-wide studies Proc. Natl. Acad. Sci. USA 100 9440–9445

    Google Scholar 

  • G. Wang H. Kong Y. Sun X. Zhang W. Zhang N. Altman C.W. DePamphilis H. Ma (2004) ArticleTitleGenome-wide analysis of the cyclin family in Arabidopsis and comparative phylogenetic analysis of plant cyclin-like proteins Plant Physiol 135 1084–1099

    Google Scholar 

  • R. Wang M. Okamoto X. Xing N.M. Crawford (2003) ArticleTitleMicroarray analysis of the nitrate response in Arabidopsis roots and shoots reveals over 1,000 rapidly responding genes and new linkages to glucose, trehalose-6-phosphate, iron, and sulfate metabolism Plant Physiol. 132 556–567

    Google Scholar 

  • D. Weigel E.M. Meyerowitz (1994) ArticleTitleThe ABCs of floral homeotic genes Cell 78 203–209

    Google Scholar 

  • C.A. Weiss C.W. Garnaat K. Mukai Y. Hu H. Ma (1994) ArticleTitleIsolation of cDNAs encoding guanine nucleotide-binding protein beta-subunit homologues from maize (ZGB1) and Arabidopsis (AGB1) Proc. Natl. Acad. Sci. USA 91 9554–9558

    Google Scholar 

  • F. Wellmer J.L. Riechmann M. Alves-Ferreira E.M. Meyerowitz (2004) ArticleTitleGenome-wide analysis of spatial gene expression in Arabidopsis flowers Plant Cell 16 1314–1326

    Google Scholar 

  • M. West K.M. Yee J. Danao J.L. Zimmerman R.L. Fischer R.B. Goldberg J.J. Harada (1994) ArticleTitleLEAFY COTYLEDON1 is an essential regulator of late embryogenesis and cotyledon identity in Arabidopsis Plant Cell 6 1731–1745

    Google Scholar 

  • M.D. Wilkinson G.W. Haughn (1995) ArticleTitleUNUSUAL FLORAL ORGANS controls meristem identity and floral organ primordia fate in Arabidopsis Plant Cell 7 1485–1499

    Google Scholar 

  • M. Yang Y. Hu M. Lodhi R. McCombie H. Ma (1999) ArticleTitleThe Arabidopsis SKP1-LIKE1 gene is essential for male meiosis and may control homologue separation Proc. Natl. Acad. Sci. USA 96 11416–11421

    Google Scholar 

  • M.F. Yanofsky H. Ma J.L. Bowman G.N. Drews K.A. Feldmann E.M. Meyerowitz (1990) ArticleTitleThe protein encoded by the Arabidopsis homeotic gene agamous resembles transcription factors Nature 346 35–39

    Google Scholar 

  • M.F. Yanofsky (1995) ArticleTitleFloral meristems to floral organs: genes controlling early events in Arabidopsis flower development Annu. Rev. Plant Physiol. Plant Mol. Biol. 46 167–188

    Google Scholar 

  • Zahn, L.M., Kong, H., Leebens-Mack, J.H., Kim, S., Soltis, P.S., Landherr, L.L., Soltis, D.E., dePamphilisa, C. W. and Ma, H. 2005. The evolution of the SEPALLATA subfamily of MADS-box genes: a pre-angiosperm origin with multiple duplications throughout angiosperm history. Genetics In press

  • D. Zhao M. Yang J. Solava H. Ma (1999) ArticleTitleThe ASK1 gene regulates development and interacts with the UFO gene to control floral organ identity in Arabidopsis Dev. Genet. 25 209–223

    Google Scholar 

  • D. Zhao Q. Yu M. Chen H. Ma (2001a) ArticleTitleThe ASK1 gene regulates B function gene expression in cooperation with UFO and LEAFY in Arabidopsis Development 128 2735–2746

    Google Scholar 

  • Zhao, D.Z., Yu, Q.L., Chen, C.B. and Ma, H. 2001b. Genetic control of reproductive meristems. In: M.T. McManus and B.E. Veit, (Eds), Meristematic Tissues in Plant Growth and Development. Shefield Academic Press Ltd, pp. 89–141.

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  1. Department of Biology and the Huck Institutes of the Life Sciences, The Pennsylvania State University, 405D Life Sciences Building, University Park, PA, 16802, USA

    Xiaohong Zhang, Baomin Feng & Hong Ma

  2. Department of Statistics, The Pennsylvania State University, University Park, PA, USA

    Qing Zhang, Diya Zhang & Naomi Altman

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Zhang, X., Feng, B., Zhang, Q. et al. Genome-wide expression profiling and identification of gene activities during early flower development in Arabidopsis. Plant Mol Biol 58, 401–419 (2005). https://doi.org/10.1007/s11103-005-5434-6

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