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Comparative transcriptome profiling of healthy and diseased Chowghat Green Dwarf coconut palms from root (wilt) disease hot spots

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Abstract

Understanding the molecular basis of host-pathogen interactions is imperative for devising disease management strategies. The root (wilt) disease is the foremost debilitating disease threatening coconut production in India. To explore the molecular mechanisms involved in compatible and incompatible interactions, global transcriptome profiling of leaves of healthy and diseased Chowghat Green Dwarf (CGD) palms was conducted. RNA-Seq analysis generated more than 190 million 100 bp reads from both healthy and diseased samples. Assembled transcriptome yielded 59,282 transcripts with a median length of 987 bp. BLASTX annotation of transcriptome resulted in 39,665 transcripts getting annotated from Uniprot and date palm proteome database. Differential gene expression profiling analysis revealed 2718 transcripts to be up- or down- regulated in the diseased palms in comparison to healthy control at a fold change of 2 and above with a p value <=0.05. The differentially expressed transcripts could be categorized into pathways which included cell wall biogenesis, primary and secondary metabolism, plant-pathogen interaction, cellular transport, hormone biosynthesis and signaling. Validation by quantitative real time PCR (RT-qPCR) of a set of arbitrarily selected genes, both up-regulated and down-regulated, established a comparable pattern as observed by RNA-Seq analysis. Overall, the resources generated in this study provide an in-depth analysis and new insights into the interaction of coconut palms with the root (wilt) disease pathogen.

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References

  • Abbà, S., Galetto, L., Carle, P., Carrère, S., Delledonne, M., Foissac, X., Palmano, S., Veratti, F., & Marzachì, C. (2014). RNA-Seq profile of flavescence dorée phytoplasma in grapevine. BMC Genomics, 15(1), 1088. https://doi.org/10.1186/1471-2164-15-1088.

    Article  PubMed Central  PubMed  Google Scholar 

  • Afzal, A. J., Wood, A. J., & Lightfoot, D. A. (2008). Plant receptor-like serine threonine kinases: Roles in signaling and plant defense. Molecular Plant-Microbe Interactions, 21, 507–517.

    Article  CAS  PubMed  Google Scholar 

  • Ambawat, S., Sharma, P., Yadav, N. R., & Yadav, R. C. (2013). MYB transcription factor genes as regulators for plant responses: An overview. Physiology and Molecular Biology of Plants, 19, 307–321.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Anders, S., & Huber, W. (2010). Differential expression analysis for sequence count data. Genome Biology, 11, R106. https://doi.org/10.1186/gb-2010-11-10-r106.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Atkinson, N. J., & Urwin, P. E. (2012). The interaction of plant biotic and abiotic stresses: From genes to the field. Journal of Experimental Botany, 63, 3523–3543.

    Article  CAS  PubMed  Google Scholar 

  • Bankar, K. G., Todur, V. N., Shukla, R. N., & Vasudevan, M. (2015). Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler. Genomics Data, 5, 352–359.

    Article  PubMed Central  PubMed  Google Scholar 

  • Beliën, T., van Campenhout, S., Robben, J., & Volckaert, G. (2006). Microbial endoxylanases: Effective weapons to breach the plant cell-wall barrier or, rather, triggers of plant defense systems? Molecular Plant-Microbes Interaction, 19, 1072–1081.

    Article  Google Scholar 

  • Bellincampi, D., Cervone, F., & Lionetti, V. (2014). Plant cell wall dynamics and wall-related susceptibility in plant–pathogen interactions. Frontiers in Plant Science, 5, 30–37.

    Article  Google Scholar 

  • Berger, S., Sinha, A. K., & Roitsch, T. (2007). Plant physiology meets phytopathology: Plant primary metabolism and plant–pathogen interactions. Journal of Experimental Botany, 58, 4019–4026.

    Article  CAS  PubMed  Google Scholar 

  • Blacklock, B. J., & Jaworski, J. G. (2006). Substrate specificity of Arabidopsis 3-ketoacyl-CoA synthases. Biochemical and Biophysical Research Communications, 346, 583–590.

    Article  CAS  PubMed  Google Scholar 

  • Cantu, D., Vicente, A. R., Labavitch, J. M., Bennett, A. B., & Powell, A. L. (2008). Strangers in the matrix: Plant cell walls and pathogen susceptibility. Trends in Plant Science, 13, 610–617.

    Article  CAS  PubMed  Google Scholar 

  • Chi, Y., Yang, Y., Zhou, Y., Zhou, J., Fan, B., Yu, J. Q., & Chen, Z. (2013). Protein-protein interactions in the regulation of WRKY transcription factors. Molecular Plant, 6, 287–300.

    Article  CAS  PubMed  Google Scholar 

  • Dai, S., Zhang, Z., Bick, J., & Beachy, R. N. (2006). Essential role of the Box II cis element and cognate host factors in regulating the promoter of Rice tungro bacilliform virus. Journal of General Virology, 87, 715–722.

    Article  CAS  PubMed  Google Scholar 

  • Dai, S., Wei, X., Alfonso, A. A., Pei, L., Duque, U. G., Zhang, Z., Babb, G. M., & Beachy, R. N. (2008). Transgenic rice plants that over express transcription factors RF2a and RF2b are tolerant to rice tungro virus replication and disease. Proceedings of the National Academy of Sciences, 105, 21012–21016.

    Article  CAS  Google Scholar 

  • Dao, T. T. H., Linthorst, H. J. M., & Verpoorte, R. (2011). Chalcone synthase and its functions in plant resistance. Phytochemistry Reviews, 10, 397–412.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • De Hoon, M. J. L., Imoto, S., Nolan, J., & Miyano, S. (2004). Open source clustering software. Bioinformatics, 20, 1453–1453.

    Article  PubMed  Google Scholar 

  • Eynck, C., Séguin-Swartz, G., Clarke, W. E., & Parkin, I. A. P. (2012). Monolignol biosynthesis is associated with resistance to Sclerotinia sclerotiorum in Camelina sativa. Molecular Plant Pathology, 13, 887–899.

    Article  CAS  PubMed  Google Scholar 

  • Fan, G., Dong, Y., Deng, M., Zhao, Z., Niu, S., & Xu, E. (2014). Plant-pathogen interaction, circadian rhythm, and hormone-related gene expression provide indicators of phytoplasma infection in Paulownia fortunei. International Journal of Molecular Sciences, 15(12), 23141–23162.

    Article  PubMed Central  PubMed  Google Scholar 

  • Fan, G., Cao, X., Niu, S., Deng, M., Zhao, Z., & Dong, Y. (2015). Transcriptome, microRNA, and degradome analyses of the gene expression of Paulownia with phytoplamsa. BMC Genomics, 16(1), 896. https://doi.org/10.1186/s12864-015-2074-3.

    Article  PubMed Central  PubMed  Google Scholar 

  • Ferrer, J. L., Austin, M. B., Stewart, C., & Noel, J. P. (2008). Structure and function of enzymes involved in the biosynthesis of phenylpropanoids. Plant Physiology and Biochemistry, 46, 356–370.

    Article  CAS  PubMed  Google Scholar 

  • Greeff, C. C., Roux, M. M., Mundy, J. J., & Petersen, M. M. (2012). Receptor-like kinase complexes in plant innate immunity. Frontiers in Plant Science, 3, 209. https://doi.org/10.3389/fpls.2012.00209.

    PubMed Central  PubMed  Google Scholar 

  • Grefen, C., & Harter, K. (2004). Plant two-component systems: Principles, functions, complexity and cross talk. Planta, 219, 733–742.

    Article  CAS  PubMed  Google Scholar 

  • Gurr, G. M., Johnson, A. C., Ash, G. J., Wilson, B. A. L., Ero, M. M., Pilotti, C. A., Dewhurst, C. F., & You, M. S. (2016). Coconut lethal yellowing diseases: A phytoplasma threat to palms of global economic and social significance. Frontiers in Plant Science, 7, 1521. https://doi.org/10.3389/fpls.2016.01521.

    Article  PubMed Central  PubMed  Google Scholar 

  • Henschel, R., Nista, P. M., Lieber, M., Haas, B. J., Wu, L. S., Nista, P. M., Haas, B. J., & Le Duc, R. D. (2012). Trinity RNA-Seq assembler performance optimization. In Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment: Bridging From the Extreme to the Campus and Beyond (pp. 1–8). ACM.

  • Huang, Y. Y., Lee, C. P., Fu, J. L., Chang, B. C., Matzke, A. J., & Matzke, M. (2014). De novo transcriptome sequence assembly from coconut leaves and seeds with a focus on factors involved in RNA-directed DNA methylation. G3: Genes Genomes Genetics, 4, 2147–2157.

    Article  PubMed Central  PubMed  Google Scholar 

  • Jacob, P. M., Nair, R. V., & Rawther, T. S. S. (1998). Varietal resistance. In K. U. K. Nampoothiri & P. K. Koshy (Eds.), Coconut Root (wilt) Disease (pp. 97–104). Kasaragod: CPCRI.

    Google Scholar 

  • Kangasjärvi, S., Neukermans, J., Li, S., Aro, E. M., & Noctor, G. (2012). Photosynthesis, photorespiration, and light signalling in defence responses. Journal of Experimental Botany, 63, 1619–1636.

    Article  PubMed  Google Scholar 

  • Kissoudis, C., van de Wiel, C., Visser, R. G. F., & van der Linden, G. (2014). Enhancing crop resilience to combined abiotic and biotic stress through the dissection of physiological and molecular crosstalk. Frontiers in Plant Science, 5, 207. https://doi.org/10.3389/fpls.2014.00207.

    Article  PubMed Central  PubMed  Google Scholar 

  • Koshy, P. K. (1999). Root (wilt) disease of coconut. Indian Phytopathology, 52, 335–353.

    Google Scholar 

  • Kostyn, K., Czemplik, M., Kulma, A., Bortniczuk, M., Skała, J., & Szopa, J. (2012). Genes of phenylpropanoid pathway are activated in early response to Fusarium attack in flax plants. Plant Science, 190, 103–115.

    Article  CAS  PubMed  Google Scholar 

  • Lecourieux, D., Raneva, R., & Pugin, A. (2006). Calcium in plant defence-signalling pathways. New Phytologist, 171, 249–269.

    Article  CAS  PubMed  Google Scholar 

  • Lionetti, V., Raiola, A., Camardella, L., Giovane, A., Obel, N., Pauly, M., Favaron, F., Cervone, F., & Bellincampi, D. (2007). Overexpression of pectin methylesterase inhibitors in Arabidopsis restricts fungal infection by Botrytis cinerea. Plant Physiology, 143, 1871–1880.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Lionetti, V., Cervone, F., & Bellincampi, D. (2012). Methyl esterification of pectin plays a role during plant–pathogen interactions and affects plant resistance to diseases. Journal of Plant Physiology, 169, 1623–1630.

    Article  CAS  PubMed  Google Scholar 

  • Liu, R., Dong, Y., Fan, G., Zhao, Z., Deng, M., Cao, X., & Niu, S. (2013). Discovery of genes related to witches broom disease in Paulownia tomentosa × Paulownia fortunei by a de novo assembled transcriptome. PLoS One, 8(11), e80238. https://doi.org/10.1371/journal.pone.0080238.

    Article  PubMed Central  PubMed  Google Scholar 

  • Liu, L. Y., Tseng, H. I., Lin, C. P., Lin, Y. Y., Huang, Y. H., Huang, C. K., Chang, T. H., & Lin, S. S. (2014). High-throughput transcriptome analysis of the leafy flower transition of Catharanthusroseus induced by peanut witches'-broom phytoplasma infection. Plant Cell Physiology, 55(5), 942–957.

    Article  CAS  PubMed  Google Scholar 

  • Manimekalai, R., Soumya, V. P., Sathish Kumar, R., Selvarajan, R., Reddy, K., Thomas, G. V., Sasikala, M., Rajeev, G., & Baranwal, V. K. (2010). Molecular detection of 16SrXI group phytoplasma associated with root (wilt) disease of coconut (Cocos nucifera L.) in India. Plant Disease, 94, 636–636.

    Article  Google Scholar 

  • Mao, G., Meng, X., Liu, Y., Zheng, Z., Chen, Z., & Zhang, S. (2011). Phosphorylation of a WRKY transcription factor by two pathogen-responsive MAPKs drives phytoalexin biosynthesis in Arabidopsis. Plant Cell, 23, 1639–1653.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Mardi, M., Karimi Farsad, L., Gharechahi, J., & Salekdeh, G. H. (2015). In-depth transcriptome sequencing of Mexican lime trees infected with Candidatus Phytoplasma aurantifolia. PLoS One, 10(7), e0130425. https://doi.org/10.1371/journal.pone.0130425.

    Article  PubMed Central  PubMed  Google Scholar 

  • Martinelli, F., Uratsu, S. L., Albrecht, U., Reagan, R. L., Phu, M. L., Britton, M., Buffalo, V., Fass, J., Leicht, E., Zhao, W., & Lin, D. (2012). Transcriptome profiling of citrus fruit response to Huanglongbing disease. PLoS One, 7(5), e38039. https://doi.org/10.1371/journal.pone.0038039.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • McGrath, K. C., Dombrecht, B., Manners, J. M., Schenk, P. M., Edgar, C. I., Maclean, D. J., Scheible, W. R., Udvardi, M. K., & Kazan, K. (2005). Repressor- and activator-type ethylene response factors functioning in jasmonate signaling and disease resistance identified via a genome-wide screen of Arabidopsis transcription factor gene expression. Plant Physiology, 139, 949–959.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Moeder, W., Urquhart, W., Ung, H., & Yoshioka, K. (2011). The role of cyclic nucleotide-gated ion channels in plant immunity. Molecular Plant, 4, 442–452.

    Article  CAS  PubMed  Google Scholar 

  • Mou, H. Q., Lu, J., Zhu, S. F., Lin, C. L., Tian, G. Z., Xu, X., & Zhao, W. J. (2013). Transcriptomic analysis of Paulownia infected by Paulownia witches’-broom Phytoplasma. PLoS One, 8, e77217. https://doi.org/10.1371/journal.pone.0077217.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Nagalakshmi, U., Waern, K., & Snyder, M. (2010). RNA-Seq: A method for comprehensive transcriptome analysis. Current Protocols in Molecular Biology. https://doi.org/10.1002/0471142727.mb0411s89.

  • Nair, M. K., Koshy, P. K., Jacob, P. M., Nair, R. V., Bhaskara Rao, E. V. V., Nampoothiri, K. U. K., & Iyer, R. D. (1996). A root (wilt) disease resistant coconut hybrid and strategy for resistance breeding. Indian Coconut Journal, 27, 2–5.

    Google Scholar 

  • Nair, R. V., Jacob, P. M., & Ajithkumar, R. (2004). Screening of coconut varieties against root (wilt) disease. Journal of Plantation Crops, 32, 50–51.

    Google Scholar 

  • Nambiar, P. T. N., & Pillai, N. G. (1985). A simplified method of indexing root (wilt) affected coconut palms. Journal of Plantation Crops, 13, 35–37.

    Google Scholar 

  • Nawrath, C., Heck, S., Parinthawong, N., & Métraux, J. P. (2002). EDS5, an essential component of salicylic acid–dependent signaling for disease resistance in Arabidopsis, is a member of the MATE transporter family. The Plant Cell, 14, 275–286.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Nejat, N., Sijam, K., Abdullah, S. N. A., Vadamalai, G., & Dickinson, M. (2009). Molecular characterization of a phytoplasma associated with coconut yellow decline (CYD) in Malaysia. American Journal of Applied Sciences, 6, 1331–1340.

    Article  CAS  Google Scholar 

  • Nejat, N., Cahill, D. M., Vadamalai, G., Ziemann, M., Rookes, J., & Naderali, N. (2015). Transcriptomics-based analysis using RNA-Seq of the coconut (Cocos nucifera) leaf in response to yellow decline phytoplasma infection. Molecular Genetics and Genomics, 290, 1899–1910.

    Article  CAS  PubMed  Google Scholar 

  • Nuruzzaman, M., Sharoni, A. M., & Kikuchi, S. (2013). Roles of NAC transcription factors in the regulation of biotic and abiotic stress responses in plants. Frontiers in Microbiology, 4, 248. https://doi.org/10.3389/fmicb.2013.00248.

    Article  PubMed Central  PubMed  Google Scholar 

  • Osakabe, Y., Yamaguchi-Shinozaki, K., Shinozaki, K., & Tran, L. S. (2013). Sensing the environment: Key roles of membrane-localized kinases in plant perception and response to abiotic stress. Journal of Experimental Botany, 64, 445–458.

    Article  CAS  PubMed  Google Scholar 

  • Ozsolak, F., & Milos, P. M. (2011). RNA sequencing: Advances, challenges and opportunities. Nature Reviews Genetics, 12, 87–98.

    Article  CAS  PubMed  Google Scholar 

  • Perera, S. A. C. N., Herath, H. M. N. B., Wijesekera, H. T. R., Subhathma, W. G. R., & Weerakkody, W. A. T. L. (2015). Evaluation of coconut germplasm in Weligama and Matara area of the Southern Province of Sri Lanka for resistance to Weligama coconut leaf wilt disease. Cocos, 21, 15–20.

    Article  Google Scholar 

  • Petruccelli, S., Dai, S., Carcamo, R., Yin, Y., Chen, S., & Beachy, R. N. (2001). Transcription factor RF2a alters expression of the rice tungro bacilliform virus promoter in transgenic tobacco plants. Proceedings of the National Academy of Sciences, 98, 7635–7640.

    Article  CAS  Google Scholar 

  • Pfaffl, M. W., Horgan, G. W., & Dempfle, L. (2002). Relative expression software tool (REST) for group-wise comparison and statistical analysis of relative expression results in real-time PCR. Nucleic Acids Research, 30, e36.

    Article  PubMed Central  PubMed  Google Scholar 

  • Pham, J., Liu, J., Bennett, M. H., & Mansfield, J. W. (2012). Arabidopsis histidine kinase 5 regulates salt sensitivity and resistance against bacterial and fungal infection. New Phytologist, 194, 168–180.

    Article  CAS  PubMed  Google Scholar 

  • Quaicoe, R. N., Dery, S. K., Philippe, R., Baudouin, L., Nipah, J. O., Nkansah-Poku, J., Arthur, R., Dare, D., Yankey, E. N., Pilet, F., & Dollet, M. (2009). Resistance screening trials on coconut varieties to Cape Saint Paul Wilt Disease in Ghana. Oléagineux, 16, 132–136.

    Article  Google Scholar 

  • Raffaele, S., Leger, A., & Roby, D. (2009). Very long chain fatty acid and lipid signaling in the response of plants to pathogens. Plant Signaling & Behavior, 4, 94–99.

    Article  CAS  Google Scholar 

  • Rajesh, M. K., Rachana, K. E., Fayas, T. P., Babu, M., Kiran, A. G., & Karun, A. (2014). Selection and validation of reference genes for quantitative gene expression studies by real-time PCR in coconut. In K. Muralidharan, M. K. Rajesh, K. S. Muralikrishna, J. Vijayan, & S. Jayasekhar (Eds.), Book of Abstracts of National Seminar on Sustainability of Coconut, Arecanut and Cocoa Farming-Technological Advances and Way Forward (p. 34). Kasaragod: ICAR-CPCRI.

    Google Scholar 

  • Rajesh, M. K., Fayas, T. P., Naganeeswaran, S., Rachana, K. E., Bhavyashree, U., Sajini, K. K., & Karun, A. (2016). De novo assembly and characterization of global transcriptome of coconut palm (Cocos nucifera L.) embryogenic calli using Illumina paired-end sequencing. Protoplasma, 253, 913–928.

    Article  CAS  PubMed  Google Scholar 

  • Rojas, C. M., Senthil-Kumar, M., Tzin, V., & Mysore, K. S. (2014). Regulation of primary plant metabolism during plant-pathogen interactions and its contribution to plant defense. Frontiers in Plant Science, 5, 17. https://doi.org/10.3389/fpls.2014.00017.

    Article  PubMed Central  PubMed  Google Scholar 

  • Saensuk, C., Wanchana, S., Choowongkomon, K., Wongpornchai, S., Kraithong, T., Imsabai, W., Chaichoompu, E., Ruanjaichon, V., Toojinda, T., Vanavichit, A., & Arikit, S. (2016). De novo transcriptome assembly and identification of the gene conferring a “pandan-like” aroma in coconut (Cocos nucifera L.) Plant Science, 252, 324–334.

    Article  CAS  PubMed  Google Scholar 

  • Saldanha, A. J. (2004). Java Tree view-extensible visualization of microarray data. Bioinformatics, 20, 3246–3248.

    Article  CAS  PubMed  Google Scholar 

  • Sanchez, F. I. J. (2008). Polyketide synthases in Cannabis sativa L. PhD thesis, Pharmacognosy Department, Section of Metabolomics, Institute of Biology, Faculty of Science, Leiden University.

  • Sánchez-Rangel, D., Rivas-San Vicente, M., de la Torre-Hernández, M. E., Nájera-Martínez, M., & Plasencia, J. (2014). Deciphering the link between salicylic acid signaling and sphingolipid metabolism. Frontiers in Plant Science, 6, 125. https://doi.org/10.3389/fpls.2015.00125.

    Google Scholar 

  • Sasikala, M., Rajeev, G., Prakash, V. R., & Amith, S. (2010). Modified protocol of ELISA for rapid detection of coconut root (wilt) disease. Journal of Plantation Crops, 38, 16–19.

    Google Scholar 

  • Scheideler, M., Schlaich, N. L., Fellenberg, K., Beissbarth, T., Hauser, N. C., Vingron, M., Slusarenko, A. J., & Hoheisel, J. D. (2002). Monitoring the switch from housekeeping to pathogen defense metabolism in Arabidopsis thaliana using cDNA arrays. Journal of Biological Chemistry, 277, 10555–10561.

    Article  CAS  PubMed  Google Scholar 

  • Seifi, H. S., Van Bockhaven, J., Angenon, G., & Höfte, M. (2013). Glutamate metabolism in plant disease and defense: Friend or foe? Molecular Plant-Microbe Interactions, 26, 475–485.

    Article  CAS  PubMed  Google Scholar 

  • Seifi, H. S., De Vleesschauwer, D., Aziz, A., & Höfte, M. (2014). Modulating plant primary amino acid metabolism as a necrotrophic virulence strategy: The immune-regulatory role of asparagine synthetase in Botrytis cinerea-tomato interaction. Plant Signaling & Behavior, 9, e27995.

    Article  CAS  Google Scholar 

  • Seo, E., & Choi, D. (2015). Functional studies of transcription factors involved in plant defenses in the genomics era. Briefings in Functional Genomics, 14, 260–267.

    Article  CAS  PubMed  Google Scholar 

  • Seo, P. J., & Park, C. M. (2010). MYB96-mediated abscisic acid signals induce pathogen resistance response by promoting salicylic acid biosynthesis in Arabidopsis. New Phytologist, 186, 471–483.

    Article  CAS  PubMed  Google Scholar 

  • Shiu, S. H., & Bleecker, A. B. (2001). Receptor-like kinases from Arabidopsis form a monophyletic gene family related to animal receptor kinases. Proceedings of the National Academy of Sciences, 98, 10763–10768.

    Article  CAS  Google Scholar 

  • Siewert, C., Luge, T., Duduk, B., Seemüller, E., Büttner, C., Sauer, S., & Kube, M. (2014). Analysis of expressed genes of the bacterium 'Candidatus phytoplasma Mali' highlights key features of virulence and metabolism. PLoS One, 9(4), e94391. https://doi.org/10.1371/journal.pone.0094391.

    Article  PubMed Central  PubMed  Google Scholar 

  • Singh, P. K., Akram, M., Vajpeyi, M., Srivastava, R. L., Kumar, K., & Naresh, R. (2007). Screening and development of resistant sesame varieties against phytoplasm. Bulletin of Insectology, 60, 303–304.

    Google Scholar 

  • Solomon, J. J., Govindankutty, M. P., & Nienhaus, F. (1983). Association of mycoplasma-like organisms with the coconut root (wilt) disease in India. ZeitschriftfuerPflanzenkrankheiten und Pflanzenschutz, 90, 295–297.

    Google Scholar 

  • Sugio, A., MacLean, A. M., Grieve, V. M., & Hogenhout, S. A. (2011). Phytoplasma protein effector SAP11 enhances insect vector reproduction by manipulating plant development and defense hormone biosynthesis. Proceedings of the National Academy of Sciences, 108, E1254–E1263.

    Article  CAS  Google Scholar 

  • Sun, L., Zhang, H., & Li, D. (2013). Functions of rice NAC transcriptional factors, ONAC122 and ONAC131, in defense responses against Magnaporthe grisea. Plant Molecular Biology, 81, 41–56.

    Article  CAS  PubMed  Google Scholar 

  • Thomas, R. J., Rajesh, M. K., Jacob, P. M., Jose, M., & Nair, R. V. (2015). Studies on genetic uniformity of Chowghat Green Dwarf and Malayan Green Dwarf varieties of coconut using molecular and morphometric methods. Journal of Plantation Crops, 43, 89–96.

    Google Scholar 

  • Toth, Z., Winterhagen, P., Kalapos, B., Su, Y., Kovacs, L., & Kiss, E. (2016). Expression of a grapevine NAC transcription factor gene is induced in response to powdery mildew colonization in salicylic acid-independent manner. Scientific Reports, 6, 30825. https://doi.org/10.1038/srep30825.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Vogt, T. (2010). Phenylpropanoid biosynthesis. Molecular Plant, 3, 2–20.

    Article  CAS  PubMed  Google Scholar 

  • Wang, Z., Gerstein, M., & Snyder, M. (2009). RNA-Seq: a revolutionary tool for transcriptomics. Nature Reviews Genetics, 10, 57–63.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Wang, G. Y., Shi, J. L., Ng, G., Battle, S. L., Zhang, C., & Lu, H. (2011). Circadian clock-regulated phosphate transporter PHT4;1 plays an important role in Arabidopsis defense. Molecular Plant, 4, 516–526.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Wang, G., Zhang, C., Battle, S., & Lu, H. (2014). The phosphate transporter PHT4; 1 is a salicylic acid regulator likely controlled by the circadian clock protein CCA1. Frontiers in Plant Science, 5, 701. https://doi.org/10.3389/fpls.2014.00701.

    PubMed Central  PubMed  Google Scholar 

  • Wang, Y., Zhou, L., Yu, X., Stover, E., Luo, F., & Duan, Y. (2016). Transcriptome profiling of Huanglongbing (HLB) tolerant and susceptible citrus plants reveals the role of basal resistance in HLB tolerance. Frontiers in Plant Science. https://doi.org/10.3389/fpls.2016.00933.

  • Ward, J. L., Forcat, S., Beckmann, M., Bennett, M., Miller, S. J., Baker, J. M., Hawkins, N. D., Vermeer, C. P., Lu, C., Lin, W., & Truman, W. M. (2010). The metabolic transition during disease following infection of Arabidopsis thaliana by Pseudomonas syringae pv. tomato. Plant Journal, 63, 443–457.

    Article  CAS  PubMed  Google Scholar 

  • Willats, W. G., McCartney, L., Mackie, W., & Knox, J. P. (2001). Pectin: Cell biology and prospects for functional analysis. Plant Molecular Biology, 47, 9–27.

    Article  CAS  PubMed  Google Scholar 

  • Yin, Y., Chen, L., & Beachy, R. (1997). Promoter elements required for phloem-specific gene expression from the RTBV promoter in rice. Plant Journal, 12, 1179–1188.

    Article  CAS  PubMed  Google Scholar 

  • Zeier, J. (2013). New insights into the regulation of plant immunity by amino acid metabolic pathways. Plant, Cell and Environment, 36, 2085–2103.

    Article  CAS  PubMed  Google Scholar 

  • Zhang, Q., & Xiao, S. (2015). Lipids in salicylic acid-mediated defense in plants: Focusing on the roles of phosphatidic acid and phosphatidylinositol 4-phosphate. Frontiers in Plant Science, 6, 387. https://doi.org/10.3389/fpls.2015.00387.

    PubMed Central  PubMed  Google Scholar 

  • Zhang, S. H., Yang, Q., & Ma, R. C. (2007). Erwinia carotovora ssp. carotovora infection induced “defense lignin” accumulation and lignin biosynthetic gene expression in Chinese cabbage (Brassica rapa L. ssp. pekinensis). Journal of Integrative Plant Biology, 49, 993–1002.

    Article  CAS  Google Scholar 

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Acknowledgements

The authors wish to thank Indian Council of Agricultural Research (ICAR) for funding.

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Authors and Affiliations

Authors

Contributions

MKR and AK conceived and designed this research. MKR, KER, RJT and AK conducted the experiments. MKR, KK, KER and BBS analyzed the data. MKR and BBS wrote the manuscript. All authors read and approved the manuscript.

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Correspondence to M. K. Rajesh.

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The authors declare that they have no conflict of interest.

Human studies and participants

There was no involvement of human participants and/or animals in the present study.

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The research does not involve informed consent.

Electronic supplementary material

Suppl. Fig. 1

Transcript length distribution in the assembled coconut leaf transcriptome (JPEG 50 kb)

Suppl. Fig. 2

a. Pie chart showing key enriched biological processes in coconut leaf transcriptome based on GO annotations obtained from date palm genome database (JPEG 54 kb)

Suppl. Fig. 2

b. Pie chart showing key enriched sub cellular localization in coconut leaf transcriptome based on GO annotations obtained from date palm genome database (JPEG 45 kb)

Suppl. Fig. 2

c. Pie chart showing key enriched molecular functions in coconut leaf transcriptome based on GO annotations obtained from date palm genome database (JPEG 49 kb)

Suppl. Table 1

(DOC 52 kb)

Suppl. Table 2

(DOC 52 kb)

Suppl. Table 3

List of non-redundant transcripts obtained (XLS 19390 kb)

Suppl. Table 4

(DOC 36 kb)

Suppl. Table 5

Annotation of coconut transcripts with date palm proteome (XLS 22372 kb)

Suppl. Table 6

Transcripts specifically expressed in diseased palms (XLS 64 kb)

Suppl. Table 7

Transcripts specifically expressed in healthy palms (XLS 163 kb)

Suppl. Table 8

Transcripts up-regulated in diseased palms (XLS 578 kb)

Suppl. Table 9

Transcripts down-regulated in diseased palms (XLS 453 kb)

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Rajesh, M.K., Rachana, K.E., Kulkarni, K. et al. Comparative transcriptome profiling of healthy and diseased Chowghat Green Dwarf coconut palms from root (wilt) disease hot spots. Eur J Plant Pathol 151, 173–193 (2018). https://doi.org/10.1007/s10658-017-1365-8

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  • DOI: https://doi.org/10.1007/s10658-017-1365-8

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