RNA-seq: herramienta transcriptómica útil para el estudio de interacciones planta-patógeno
Contenido principal del artículo
Resumen
El conocimiento del transcriptoma y su regulación es fundamental para la interpretación articulada de los diversos constituyentes moleculares que integran la red de respuesta génica ante un determinado evento inductor, como los que se presentan en interacciones planta-patógeno. La actual tecnología de secuenciación ha llevado al desarrollo del RNA-seq como herramienta transcriptómica que permite el secuenciamiento masivo de ADNc o ARN, y hace posible obtener perfiles de expresión génica de las respuestas de defensa, lo cual ofrece grandes posibilidades para profundizar en el entendimiento de los mecanismos que se activan durante las respuestas inmunes en plantas. El RNA-seq ha cambiado la manera de cómo se estudian los transcriptomas, y ha permitido identificar y cuantificar nuevos y conocidos transcriptos relacionados con defensa vegetal. Aquí se presenta el principio, aplicaciones y ventajas del RNA-seq; además se discuten trabajos recientes que revelan la importancia y utilidad de esta herramienta en estudios de interacciones planta patógeno.
Detalles del artículo

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Referencias
Ansorge, W. J.: «Next-generation DNA Sequencing Techniques», New Biotechnology 25: 195-203, Suiza, 2009.
Argueso, C. T.; J. F. Ferreira; P. Epple; J. P. To; C. E. Hutchison; G. E. Schaller; J. L. Dangl; J. J. Kieber: «Two-Component Elements Mediate Interactions Between Cytokinin and Salicylic Acid in Plant Immunity», PLoS Genetics 8: 1-13, EE.UU., 2012.
Asai, T.; G. Tena; J. Plotnikova; M. R. Willmann; W. Chiu; L. Gómez- Gómez; T. Boller; F. Ausubel; J. Sheen: «MAP Kinase Signalling Cascade in Arabidopsis Innate Immunity», Nature 415: 977-983, EE.UU., 2002.
Auer, P. L.; R. W. Doerge: «Statistical Design and Analysis of RNA Sequencing Data», Genetics 185: 405-416, EE.UU., 2010.
Avrova, A. O.; H. E. Stewart; W. D. De Jong; J. Heilbronn; G. D. Lyon; P. R. Birch: «A Cysteine Protease Gene Is Expressed Early in Resistant Potato Interactions with Phytophthora infestans», Molecular Plant- Microbe Interactions 12: 1114-1119, Inglaterra, 1999.
Beckers, G. J.; M. Jaskiewicz; Y. Liu Y.; W. R. Underwood; S. Y. He; S. Zhang; U. Conrath: «Mitogen-Activated Protein Kinases 3 and 6 Are Required for Full Priming of Stress Responses in Arabidopsis thaliana», Plant Cell 21: 944-953, Alemania, 2009.
Birch, P. R.; S. Kamoun: «Studying Interaction Transcriptomes: Coordinated Analyses of Gene Expression During Plant Microorganism Interactions», Trends in Plant Pathology 77-82, Inglaterra, 2000.
Boller, T.; S. Y. He: «Innate Immunity in Plants: An Arms Race Between Pattern Recognition Receptors in Plants and Effectors In Microbial Pathogens», Science 324: 742-744, Suiza, 2009.
Buchanan, B.; W Gruissem.; R. Jones: Biochemistry and Molecular Biology of Plants, American Society of Plants Biologists, Maryland, EE. UU., 2000.
Cheung, F.; B. Haas; S. Goldberg; G. May; Y. Xiao.; C. Town: «Sequencing Medicago truncatula Expressed Sequenced Tags Using 454 Life Sciences Technology», BMC Genomics 6: 7-272, Suecia, 2006.
Chinchilla, D.; Z. Bauer; M. Regenass; T. Boller; G. Felixa: «The Arabidopsis Receptor Kinase FLS2 Binds flg22 and Determines the Specificity of Flagellin Perceptio», Plant Cell 18 (2): 465-47, Suiza, 2006.
Chisholm, S.; G. Coaker; B. Day; B. Staskawicz: «Host-Microbe Interactions: Shaping the Evolution of the Plant Immune Response», Cell 124: 803-814, EE.UU., 2006.
Colcombet, J.; H. Hirt: «Arabidopsis MAPKs: A Complex Signaling Network Involved in Multiple Biological Processes», Biochemical Journal 413: 217-226, Francia, 2008.
Core, L.; J. Waterfall; J. Lis: «Nascent RNA Sequencing Reveals Widespread Pausing and Divergent Initiation at Human Promoters», Science 322: 1845-1848, EE.UU., 2008.
Cui, Y.; A Bel; O. Joost; C. Magill C: «Expression of Potential Defense Response Genes in Cotton», Physiological and Molecular Plant Pathology 56: 25-31, EE.UU., 2000.
Daines, B.; H. Wang; L. Wang; Y. Li; Y. Han; D. Emmert; W. Gelbart; X. Wang; W. Li; R. Gibbs; R. Chen: «The Drosophila melanogaster Transcriptome by Paired-End RNA Sequencing», Genome Research 21: 315-324, EE.UU., 2011.
Dodds, P.; J. Rathjen: «Plant Immunity: Towards an Integrated View of Plant-Pathogen Interactions», Nature Reviews, Genetics 11: 539- 548, EE.UU., 2010.
Durrant, W.; X. Dong: «Systemic Acquired Resistance», Annual Review of Phytopathology 42: 185-209, EE.UU., 2004.
Durrant, W.; O. Rowland; P. Piedras; K. Hammond-Kosack; J. Jones: «cDNA-AFLP Reveals a Striking Overlap in Race-Specific Resistance and Wound Response Gene Expression Profiles» The Plant Cell 12: 963-977. Reino Unido. 2000.
Egan, A.; J. Schlueter; D. Spooner: «Applications of Next-Generation Sequencing in Plant Biology», American Journal of Botany 99 (2): 175-185, EE.UU., 2012.
Emrich, S.; W. Barbazuk; L. Li; P. Schnable: «Gene Discovery and Annotation Using LCM-454 Transcriptome Sequencing», Genome Research 17 (1): 69-73, EE.UU., 2007.
Felix, G.; J. Duran; S. Volko; T. Boller: «Plants Recognise Bacteria Through the Most Conserved Domain of Flagellin», Plant Journal 18: 265-276, Inglaterra, 1999.
Gabriels, S.; F. Takken; J. Vossen; C. de Jong; Q. Liu; S. Turk; L. Wachowski; Y. Peters; H. Witsenboer; P. de Wit; M. Joosten «cDNA- AFLP Combined with Functional Analysis Reveals Novel Genes Involved in the Hypersensitive Response», Molecular Plant-Microbe Interactions 19: 567-576, Holanda, 2006.
Gan, Q.; I. Chepelev; G. Wei; L. Tarayrah; K. Cui; K. Zhao; X. Chen: «Dynamic Regulation of Alternative Splicing and Chromatin Structure in Drosophila Gonads Revealed by RNA-seq», Cell Research 20: 763-783, EE.UU., 2010.
Garber, M.; M. Grabherr; M. Guttman; C. Trapnell: «Computational Methods for Transcriptoma Annotation and Quantification Using RNA- seq», Nature Methods 8: 469-478, EE.UU., 2011.
Gómez-Gómez L.; T. Booller: «FLS2: an LRR Receptor-Like Kinase Involved in the Perception of the Bacterial Elicitor Flagellin in Arabidopsis»,. Molecular Cell 5 (6):1003-1011, Suiza, 2000.
Gohre, V.; S. Robatzek: «Breaking the Barriers: Microbial Effector Molecules Subvert Plant Immunity», Annual Review of Phytopathology 46: 189-215, Alemania, 2008.
Grabherr, M.; B. Haas; M. Yassour; J. Levin; D. Thompson; I. Amit; X. Adiconis; L. Fan; R. Raychowdhury; Q. Zeng; Z. Chen; E. Mauceli; N. Hacohen; A. Gnirke; N. Rhind; F. Palma; B. Birren; C. Nusbaum; K. Lindblad-Toh; N. Friedman; A. Regev: «Full-Length Transcriptome Assembly from RNA-Seq Data Without a Reference Genome», Nature Biotechnology 29: 644-652, EE.UU., 2011.
Gulledge, A.; A. Roberts; H. Vora; K. Patel; A. Loraine: «Mining Arabidopsis thaliana RNA-Seq Data with Integrated Genome Browser Reveals Stress-Induced Alternative Splicing of the Putative Splicing Regulator SR45A», American Journal of Botany 99 (2): 219- 231, EE.UU., 2012.
Guo, J.; N. Xu; Z. Li; S. Zhang; J. Wu; D. Kim; M. Marma; Q. Meng; H. Cao; X; X. Li; S. Shi; L. Yu; S. Kalachikov; J. Russo; N. Turro; J. Ju: «Four-Color DNA Sequencing with 32 -O-Modified Nucleotide Reversible Terminators and Chemically Cleavable Fluorescent Dideoxynucleotides», PNAS 105 (27): 9145-9150, EE.UU., 2008.
Guttman, M.; M. Garber; J. Levin; J. Donaghey; J. Robinson; X. Adiconis; L. Fan; M. Koziol; M. Gnirke; C. Nusbaum; J. Rinn; E. Lander; A. Regev: «Ab Initio Reconstruction of Cell Type-Specific Transcriptomes in Mouse Reveals the Conserved Multi-Exonic Structure of lincRNAs», Nature Biotechnology 28: 503-510, EE.UU., 2010.
Harris, T.; P. Buzby; H. Babcock; E. Beer; J. Bowers; I. Braslavsky; M. Causey; J. Colonell; J. Dimeo; J.W. Efcavitch; E. Giladi; J. Gill; J. Healy; M. Jarosz; D. Lapen; K. Moulton; S.R. Quake; K. Steinmann; E. Thayer; A. Tyurina; R. Ward; H. Weiss; Z. Xie: «Single-Molecule DNA Sequencing of a Viral Genome», Science 320: 106-109, EE.UU., 2008.
He, P.; L. Shan; J. Sheen: «Elicitation and Suppression of Microbe Associated Molecular Pattern-Triggered Immunity in Plant-Microbe Interactions», Cellular Microbiology 9: 1385-1396, EE.UU., 2007.
Jones, J.; J. Dangl: «The Plant Immune System», Nature 444: 323-329, EE.UU., 2006.
Jones, K.; J. Kadonaga; P. Rosenfeld; T. Kelly; R. Tjian: «A Cellular DNA- Binding Protein That Activates Eukaryotic Transcription and DNA Replication», Cell 48: 79-89, EE.UU., 1987.
Ju, J.; D. Kim; L. Bi; Q. Meng; X. Bai; Z. Li; X. Li; M. Marma; S. Shi; J. Wu; J. Edwards; A. Romu; N. Turro: «Four-Color DNA Sequencing by Synthesis Using Cleavable Fluorescent Nucleotide Reversible Terminators», PNAS 103: 19635-19640, EE.UU., 2006.
Kaku, H.; H. Nishizawa; N. Ishii-Minami; C. Akimoto-Tomiyama; N. Dohmae; K. Takio; E. Minami; N. Shibuya: «Plant Cells Recognize Chitin Fragments for Defense Signaling Through a Plasma Membrane Receptor», PNAS 103: 11086-11091, Japón, 2006.
Kelley, R.; C. Gresham; J. Harper; S. Bridges; M. Warburton; L. Hawkins; O. Pechanova; B. Peethambaran; T. Pechan; D. Luthe; J. Mylroie; A. Ankala; S. Ozkan; W. Henry; W. Williams: «Integrated Data Base for Identifying Candidate Genes for Aspergillus flavus Resistance in Maize», BMC Bioinformatics 11: 1-9, Inglaterra, 2010.
Kim, K.; Y. Kang; D. Kim; M. Yoon; J. Moon; M. Kim; K. Van; S. Lee: «RNA- Seq Analysis of a Soybean Near-Isogenic Line Carrying Bacterial Leaf Pustule-Resistant and Susceptible Alleles», DNA Research 18: 483-497, Inglaterra, 2011.
Kunjeti, S. G.; T. Evans; A. Marsh; A. Gregory; S. Kunjeti; B. Meyers; V. Kalavacharla; N. Donofrio: «RNA-Seq Reveals Infection-Related Global Gene Changes in Phytophthora phaseoli, the Causal Agent of Lima Bean Downy Mildew», Molecular Plant Pathology 24/11/2011, http://www.ncbi.nlm.nih.gov/pubmed/22112294.
Levin, J.; M. Yassour; X. Adiconis; C. Nusbaum; D. Thompson; N. Friedman; A. Gnirke; A. Regev: «Comprehensive Comparative Analysis of Strand-Specific RNA Sequencing Methods», Nature Methods 7 (9): 709-715, EE.UU., 2010.
Li, Q.; F. Chen; L. Sun; Z. Zhang; Y. Yang; Z. He: «Expression Profiling of Rice Genes in Early Defense Responses to Blast and Bacterial Blight Pathogens Using cDNA Microarray», Physiological and Molecular Plant Pathology 68 :51-60, China, 2006.
Lipson, D.; T. Raz; A. Kieu; D. Jones; E. Giladi; E. Thayer; J. Thompson; S. Letovsky; P. Milos; M. Causey: «Quantification of the Yeast Transcriptome by Single Molecule Sequencing», Nature Biotechnology 27: 652-65, EE.UU., 2009.
Lister, R.; B. Gregory: J. Ecker: «Next Is Now: New Technologies for Sequencing of Genomes, Transcriptomes and Beyond», Current Opinion in Plant Biology 12 (2): 107-118, EE.UU., 2009.
Lockhart, D.; E. Winzeler: «Genomics, Gene Expression and DNA Arrays», Nature 415 :827-836, EE.UU., 2000.
Lodha, T.; J. Basak: «Plant-Pathogen Interactions: what Microarray Tells About it?», Molecular Biotechnology 50 (1): 87-97, India, 2012.
Loon, V.; V. Strien: «The Families of Pathogenesis-Related Proteins, Their Activities, and Comparative Analysis of PR-1 Type Proteins», Physiological and Molecular Plant Pathology 55: 85-97, Holanda, 1999.
López, C.; A. Bernal: «Cassava Bacterial Blight: Using Genomics for the Elucidation and Management of an Old Problem», Tropical Plant Biology. 21-1-2012, Colombia, 2012.
Lu, G.; D. Fan; C. Zhu; W. Li; Q. Zhao: «Function Annotation of the Rice Transcriptoma at Single-Nucleotide Resolution by RNA-Seq», Genome Research 20: 1238-49, China, 2010.
Maher, C.; C. Kumar-Sinha; X. Cao; S. Kalyana-Sundaram; B. Han; X. Jing; L. Sam; T. Barrette; N. Palanisamy; A. Chinnaiyan: «Transcriptome Sequencing to Detect Gene Fusions in Cancer», Nature 458: 97-101, EE.UU., 2009.
Maleck, K.; A. Levine; T. Eulgem; A. Morgan; J. Schmid; K. Lawton; J. Dangl; R. Dietrich: «The Transcriptome of Arabidopsis thaliana During Systemic Acquired Resistance», Nature Genetics 26: 403-410, EE.UU., 2000.
Mardis, E.: «A Decade’s Perspective on DNA Sequencing Technology», Nature 470: 198-203, EE.UU. 2011.
Marguerat, S.; J. Bahler: «RNA-seq: from technology to biology» Cellular and Molecular Life Sciences 67: 569-579. Reino Unido. 2010.
Metzker, M.: «Sequencing technologies the next generation» Nature Reviews Genetics 11: 31-46. EE.UU., 2010.
Meyers, B.; D. Galbraith; T. Nelson; V. Agrawal: «Methods for Transcriptional Profiling in Plants. Be Fruitful and Replicate», Plant Physiology, 135: 637-652, EE.UU., 2004.
Mochida, K.; K. Shinozaki: «Advances in Omics and Bioinformatics Tools for Systems Analyses of Plant Functions», Plant and Cell Physiology 52 (12): 2017-2038, Japón, 2011.
Mortazavi, A.; B. Williams; K. McCue; L. Schaeffer; B. Wold: «Mapping and Quantifying Mammalian Transcriptomes by RNA-Seq», Nature Methods 5: 621-628, EE.UU., 2008.
Mutasa-Gottgens, E.; A. Joshi; H. Holmes; P. Hedden; B. Gottgens: «A New RNASeq-Based Reference Transcriptome for Sugar Beet and Its Application in Transcriptome-Scale Analysis of Vernalization and Gibberellin Responses», BMC Genomics 13: 99, Inglaterra, 2012.
Nagalakshmi,0 U.; Z. Wang; K. Waern; C. Shou; D. Raha; M. Gerstein; M. Snyder M: «The Transcriptional Landscape of the Yeast Genome Defined by RNA Sequencing», Science 320: 1344-1349, EE.UU., 2008.
Nowrousian, M.: «Next-Generation Sequencing Techniques for Eukaryotic Microorganisms: Sequencing-Based Solutions to Biological Problems», Eukaryotic Cell 9: 1300-1310, Alemania, 2010.
Nyrén, P.; A. Lundin: «Enzymatic Method for Continuous Monitoring of Inorganic Pyrophosphate Synthesis», Analytical Biochemistry 151: 504-509, EE.UU., 1985.
Nyrén, P.; N. J. Clifton: «The History of Pyrosequencing», Methods in Molecular Biology, 373: 1-14, Suecia, 2007.
Ozsolak, F.; A. Platt; D. Jones; J. Reifenberger; J. Sass; P. McInerney; J. Thompson; J. Bowers; M. Jarosz; P. Milos: «Direct RNA Sequencing», Nature Letters 461: 814-819, EE.UU., 2009.
Ozsolak, F.; P. Milos: «RNA Sequencing: Advances, Challenges and Opportunities», Nature Reviews Genetics 12 (2): 87-98, EE.UU. 2011.
Peng, Z.; Y. Cheng; B. Chin-Ming; L. Kang; Z. Tian; Y. Zhu; W. Zhang; Y. Liang; X. Hu; X. Tan; J. Guo; Z. Dong Z; Z. Liang; L. Bao; J. Wang: «Comprehensive analysis of RNA-seq data reveals extensive RNA editing in a human transcriptoma» Nature Biotechnology 1-9. China. 2012.
Pickrell, J.; J. Marioni; A. Pai; J. Degner; B. Engelhardt; E. Nkadori; J. Veyrieras; M. Stephens; Y. Gilad; J. Pritchard J: «Understanding Mechanisms Underlying Human Gene Expression Variation with RNA Sequencing», Nature 464: 768-772, EE.UU., 2010.
Proudfoot, N.; A. Furger; M. Dye: «Integrating mRNA Processing with Transcription», Cell 108: 501-512, Inglaterra, 2002.
Puthoff, D.; D. Nettleton; S. Rodermel; T. Baum: «Arabidopsis Gene Expression Changes During Cyst Nematode Parasitism Revealed by Statistical Analyses of Microarray Expression Profiles», The Plant Journal 33: 911-921, EE.UU., 2003.
Ramonell, K.; B. Zhang; R. Ewing; Y. Chen; D. Xu; G. Stacey; S. Somerville: «Microarray Analysis of Chitin Elicitation in Arabidopsis thaliana», Molecular Plant Pathology 3: 301-311, EE.UU., 2002.
Ren, X.; O. Vorst; M. Fiers; W. Stiekema; J. Nap: «In Plants, Highly Expressed Genes Are the Least Compact», Trends in Genetics 22: 528-532, Holanda, 2006.
Restrepo, S.; K. Myers; O. del Pozo; G. Martin; A. Hart; C. Buell; W. Fry; C. Smart: «Gene Profiling of a Compatible Interaction Between Phytophthora infestans and Solanum tuberosum Suggests a Role for Carbonic Anhydrase», Molecular Plant-Microbe Interactions 18: 913-922, EE.UU., 2005.
Schena, M.; R. Heller; T. Theriault; K. Konrad; E. Lachenmeier; R. Davis: «Microarrays: Biotechnology’s Discovery Platform for Functional Genomics», Trends Biotechnology 16: 301-306, EE.UU., 1998.
Schenk, P.; L. Carvalhais; K. Kazan: «Unraveling Plant-Microbe Interactions: Can Multi-Species Transcriptomics Help?», Trends in Biotechnology 3: 177-84, Australia, 2012.
Schneeberger, K.; D. Weigel: «Fast-Forward Genetics Enabled by New Sequencing Technologies», Trends in Plant Science 16: 282-288, Alemania, 2011.
Severin, A.; J. Woody; Y. Bolon; B. Joseph; B. Diers; A. Farmer; G. Muehlbauer; R. Nelson; D. Grant; J. Specht; M. Graham; S. Cannon; G. May; C. Vance; R. Shoemaker: «RNA-Seq Atlas of Glycine max: A Guide to the Soybean Transcriptoma», BMC Plant Biology 10: 1-16, EE.UU., 2010.
Shan, L.; P. He; J. Li; A. Heese; S. Peck; T. Nürnberger; G. Martin; J. Sheen: «Bacterial Effectors Target the Common Signaling Partner BAK1 to Disrupt Multiple MAMP Receptor-Signaling Complexes and Impede Plant Immunity», Cell Host Microbe 4: 17-27, EE.UU., 2008.
Shalon, D.; S. Smith; P. Brown: «A DNA Microarray System for Analyzing Complex DNA Samples Using Two-Color Fluorescent Probe Hybridization», Genome Research 6: 639-645, EE.UU., 1996.
Slaughter, A.; X. Daniel; V. Flors; E. Luna; B. Hohn; B. Mauch-Mani: «Descendants of Primed Arabidopsis Plants Exhibit Resistance to Biotic Stress», Plant Physiology 158 (2): 835-843, Suiza, 2012.
Strickler, S.; A. Bombarely; L. Mueller: «Designing a Transcriptome Next- Generation Sequencing Project for a Nonmodel Plant Species», American Journal of Botany 99: 257-266, EE.UU., 2012.
Tao, X.; X. Xie; W. Chen; J. Glazebrook; H. Chang; B. Han; T. Zhu; G. Zou; F. Katagiri: «Quantitative Nature of Arabidopsis Responses during Compatible and Incompatible Interactions with the Bacterial Pathogen Pseudomonas syringae», The Plant Cell 15: 317-330, EE.UU., 2003.
Tremblay, A.; P. Hosseini; N. Alkharouf; S. Li; B. Matthews: «Gene Expression in Leaves of Susceptible Glycine max during Infection with Phakopsora pachyrhizi Using Next Generation Sequencing», Sequencing 1-14, EE.UU., 2011.
Thomma, B.; T. Nurnberger; M. Joosten: «Of PAMPs and Effectors: The Blurred PTI-ETI Dichotomy», The Plant Cell 23: 4-15, Holanda, 2011.
Thompson, J.; P. Milos: «The Properties and Applications of Single Molecule DNA Sequencing», Genome Biology 12: 217, EE.UU., 2011.
Vandenabeele, S.; K. Van Der Kelen; J. Dat; I. Gadjev; T. Boonefaes; S. Morsa; P. Rottiers; L. Slooten; M. Van Montagu; M. Zabeau; D. Inze; F. Van Breusegem: «A Comprehensive Analysis of Hydrogen Peroxide- Induced Gene Expression in Tobacco», PNAS 26: 16113-16118, Bélgica, 2003.
Verhage, C.; C. Saskia; C. Pieterse: «Plant Immunity: It’s the Hormones Talking, But What Do They Say?», Plant Physiology 154: 536-540, Holanda, 2010.
Wang, Z.; M. Gerstein; M. Snyder: «RNA-Seq: a Revolutionary Tool for Transcriptomics», Nature Reviews, Genetics 10: 57-63, EE.UU., 2009.
Wang, L.; Z. Feng; X. Wang; X. Wang; X. Zhang: «DEGseq: an R Package for Identifying Differentially Expressed Genes from RNA- Seq Data», Bioinformatics 26: 136-138, China, 2010.
Ward, J.; L. Ponnala; C. Weber: «Strategies for Transcriptome Analysis in Nonmodel Plants», American Journal of Botany 99 (2): 267-276, EE.UU., 2012.
Weber, A.; K. Weber; K. Carr; C. Wilkerson; J. Ohlrogge: «Sampling the Arabidopsis Transcriptome with Massively Parallel Pyrosequencing», Plant Physiology 144 :32-42, EE.UU., 2007.
Whitham, S.; S. Quan; H. Chang; B. Cooper; B. Estes; T. Zhu; X. Wang; Y. Hou: «Diverse RNA Viruses Elicit the Expression of Common Sets of Genes in Susceptible Arabidopsis thaliana plants», The Plant Journal 33: 271-283, EE.UU., 2003.
Xiangchao, G.; O. Stegle; J. Behr; J. Steffen; P. Drewe; K. Hildebrand; R. Lyngsoe; S. Schultheiss; E. Osborne; V. Sreedharan; A. Kahles; R. Bohnert; G. Jean; P. Derwent; P. Kersey; E. Belfield; N. Harberd; E. Kemen; C. Toomajian; P. Kover; M. Clark; G. Ratsch; R. Mott: «Multiple Reference Genomes and Transcriptomes for Arabidopsis thaliana», Nature 1-5, Inglaterra, 2011.
Xu, L.; L. Zhu; L. Tu; L. Liu; D. Yuan; L. Jin; L. Long; X. Zhang: «Lignin Metabolism Has a Central Role in the Resistance of Cotton to the Wilt Fungus Verticillium dahliae As Revealed by RNA-Seq-Dependent Transcriptional Analysis and Histochemistry», Journal of Experi- mental Botany 62: 5607-5621, China, 2011.
Zenoni, S.; A. Ferrarini; E. Giacomelli; L. Xumerle; M. Fasoli; G. Malerba; D. Bellin; M. Pezzotti; M. Delledonne: «Characterization of Transcriptional Complexity during Berry Development in Vitis vinifera Using RNA-Seq», Plant Physiology 152: 1787-1795, Italia, 2010.
Zhang, Z.; Y. Wu; M. Gao; J. Zhang; Q. Kong; Y. Liu; H. Ba; J. Zhou; Y. Zhang: «Disruption of PAMP-Induced MAP Kinase Cascade by a Pseudomonas syringae Effector Activates Plant Immunity Mediated by the NB-LRR Protein SUMM2», Cell Host & Microbe 11: 253-263, China, 2012.
Zipfel, C.; G. Kunze; D. Chinchilla; A. Caniard; J. Jones: «Perception of the Bacterial PAMP EF-Tu by the Receptor EFR Restricts Agrobacterium-Mediated Transformation», Cell, 125: 749-760, Suiza, 2006.
Zipfel, C.: «Pattern-Recognition Receptors in Plant Innate Immunity», Current Opinion in Immunology 20: 10-16, Inglaterra, 2008.
Zipfel, C.: «Early Molecular Events in PAMP-Triggered Immunity», Current Opinion in Plant Biology 12: 414-420, Inglaterra, 2009.
