Leaf nutrient content and transcriptomic analyses of endive (Cichorium endivia) stressed by downpour-induced waterlog reveal a gene network regulating kestose and inulin contents

Giulio Testone , Anatoly Petrovich Sobolev , Giovanni Mele , Chiara Nicolodi , Maria Gonnella , Giuseppe Arnesi , Tiziano Biancari , Donato Giannino

Horticulture Research ›› 2021, Vol. 8 ›› Issue (1) : 92

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Horticulture Research ›› 2021, Vol. 8 ›› Issue (1) :92 DOI: 10.1038/s41438-021-00513-2
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Leaf nutrient content and transcriptomic analyses of endive (Cichorium endivia) stressed by downpour-induced waterlog reveal a gene network regulating kestose and inulin contents
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Abstract

Endive (Cichorium endivia L.), a vegetable consumed as fresh or packaged salads, is mostly cultivated outdoors and known to be sensitive to waterlogging in terms of yield and quality. Phenotypic, metabolic and transcriptomic analyses were used to study variations in curly- (‘Domari’, ‘Myrna’) and smooth-leafed (‘Flester’, ‘Confiance’) cultivars grown in short-term waterlog due to rainfall excess before harvest. After recording loss of head weights in all cultivars (6-35%), which was minimal in ‘Flester’, NMR untargeted profiling revealed variations as influenced by genotype, environment and interactions, and included drop of total carbohydrates (6–50%) and polyols (3–37%), gain of organic acids (2–30%) and phenylpropanoids (98–560%), and cultivar-specific fluctuations of amino acids (−37 to +15%). The analysis of differentially expressed genes showed GO term enrichment consistent with waterlog stress and included the carbohydrate metabolic process. The loss of sucrose, kestose and inulin recurred in all cultivars and the sucrose-inulin route was investigated by covering over 50 genes of sucrose branch and key inulin synthesis (fructosyltransferases) and catabolism (fructan exohydrolases) genes. The lowered expression of a sucrose gene subset together with that of SUCROSE:SUCROSE-1-FRUCTOSYLTRANSFERASE (1-SST) may have accounted for sucrose and kestose contents drop in the leaves of waterlogged plants. Two anti-correlated modules harbouring candidate hub-genes, including 1-SST, were identified by weighted gene correlation network analysis, and proposed to control positively and negatively kestose levels. In silico analysis further pointed at transcription factors of GATA, DOF, WRKY types as putative regulators of 1-SST.

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Giulio Testone, Anatoly Petrovich Sobolev, Giovanni Mele, Chiara Nicolodi, Maria Gonnella, Giuseppe Arnesi, Tiziano Biancari, Donato Giannino. Leaf nutrient content and transcriptomic analyses of endive (Cichorium endivia) stressed by downpour-induced waterlog reveal a gene network regulating kestose and inulin contents. Horticulture Research, 2021, 8 (1) : 92 DOI:10.1038/s41438-021-00513-2

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References

[1]

Mentel, I., Cieślik, E. & S.-R., A. Healthy properties of endive (Cichorium endivia L.) depending on the variety and vegetative of season. J. Microbiol. Biotechnol. Food Sci. 4, 118-121 (2015).

[2]

Lucchin, M., Varotto, S., Barcaccia, G. & Parrini, P. in Vegetables I: Asteraceae, Brassicaceae, Chenopodicaceae, and Cucurbitaceae. Vol. 1 (eds Prohens-Tomás, J & Nuez, F.) Ch. 1, 3-48 (Springer, 2008).

[3]

Fukao, T., Barrera-Figueroa, B. E., Juntawong, P. & Peña-Castro, J. M. Submergence and waterlogging stress in plants: a review highlighting research opportunities and understudied aspects. Front. Plant Sci. 10, 340 (2019).

[4]

Mustroph, A., Barding, G. A. Jr, Kaiser, K. A., Larive, C. K. & Bailey-Serres, J. Characterization of distinct root and shoot responses to low-oxygen stress in Arabidopsis with a focus on primary C- and N-metabolism. Plant Cell Environ. 37, 2366-2380 (2014).

[5]

Anee, T. I. et al. Oxidative damage and antioxidant defense in Sesamum indicum after different waterlogging durations. Plants 8, 196 (2019).

[6]

Vitor, S. C. & Sodek, L. Products of anaerobic metabolism in waterlogged roots of soybean are exported in the xylem. Plant Sci. 284, 82-90 (2019).

[7]

Shingaki-Wells, R., Millar, A. H., Whelan, J. & Narsai, R. What happens to plant mitochondria under low oxygen? An omics review of the responses to low oxygen and reoxygenation. Plant Cell Environ. 37, 2260-2277 (2014).

[8]

Bashar, K. K. Hormone dependent survival mechanisms of plants during post-waterlogging stress. Plant Signal Behav. 13, e1529522 (2018).

[9]

Banti, V. et al. Low oxygen response mechanisms in green organisms. Int. J. Mol. Sci. 14, 4734-4761 (2013).

[10]

Maroufi, A., Karimi, M., Mehdikhanlou, K. & De Loose, M. Inulin chain length modification using a transgenic approach opening new perspectives for chicory. 3 Biotech 8, 349 (2018).

[11]

Van den Ende, W. Multifunctional fructans and raffinose family oligosaccharides. Front. Plant Sci. 4, 247 (2013).

[12]

Helaly, A. A., Maray, M., Asa Abo, E. H. & Mohamed, A. Physical and chemical changes in the endive plants (Cichorium endivia L. var. crispum) during developmental stages. Adv. Plants Agric. Res. 5, 436-441 (2016).

[13]

Ernst, M., Chatterton, N. J. & Harrison, P. A. Carbohydrate changes in chicory (Cichorium intybus L. var. foliosum) during growth and storage. Sci. Hortic. 63, 251-261 (1995).

[14]

Van den Ende, W., Michiels, A., De Roover, J., Verhaert, P. & Van Laere, A. Cloning and functional analysis of chicory root fructan1-exohydrolase I (1-FEH I): a vacuolar enzyme derived from a cell-wall invertase ancestor? Mass fingerprint of the 1-FEH I enzyme. Plant J. 24, 447-456 (2000).

[15]

Dauchot, N. et al. Loss of function of 1-FEH IIb has more impact on post-harvest inulin degradation in Cichorium intybus than copy number variation of its close paralog 1-FEH IIa. Front. Plant Sci. 6, 455 (2015).

[16]

Van den Ende, W., Michiels, A., De Roover, J. & Van Laere, A. Fructan biosynthetic and breakdown enzymes in dicots evolved from different invertases. Expression of fructan genes throughout chicory development. ScientificWorldJournal 2, 1281-1295 (2002).

[17]

Nakano, S., Nishino, M., Kawai, T. & Murakami, K. Effects of flood time and period, differences among cultivars, and liquid manure irrigation after waterlogging on growth and yield of lettuce. Hortic. Res. 17, 171-177 (2018).

[18]

Eichholz, I., Förster, N., Ulrichs, C., Schreiner, M. & Huyskens-Keil, S. Survey of bioactive metabolites in selected cultivars and varieties of Lactuca sativa L. under water stress. J. Appl. Bot. Food Qual. 87, 265-273 (2014).

[19]

Testone, G. et al. Transcriptome driven characterization of curly- and smooth-leafed endives reveals molecular differences in the sesquiterpenoid pathway. Hortic. Res. 6, 1 (2019).

[20]

Sasidharan, R. et al. Community recommendations on terminology and procedures used in flooding and low oxygen stress research. N. Phytol. 214, 1403-1407 (2017).

[21]

Ploschuk, R. A., Miralles, D. J., Colmer, T. D., Ploschuk, E. L. & Striker, G. G. Waterlogging of winter crops at early and late stages: impacts on leaf physiology, growth and yield. Front Plant Sci. 9, 1863 (2018).

[22]

Vandoorne, B. et al. Long term intermittent flooding stress affects plant growth and inulin synthesis of Cichorium intybus (var. sativum). Plant Soil 376, 291-305 (2014).

[23]

Serna, M., Hernández, F., Coll, F., Coll, Y. & Amorós, A. Effects of brassinosteroid analogues on total phenols, antioxidant activity, sugars, organic acids and yield of field grown endive (Cichorium endivia L.). J. Sci. Food Agric. 93, 1765-1771 (2013).

[24]

Hernández-Hernández, O., Ruiz-Aceituno, L., Sanz, M. L. & Martínez-Castro, I. Determination of free inositols and other low molecular weight carbohydrates in vegetables. J. Agric. Food Chem. 59, 2451-2455 (2011).

[25]

Carabin, I. G. & Flamm, W. G. Evaluation of safety of inulin and oligofructose as dietary fiber. Regul. Toxicol. Pharm. 30, 268-282 (1999).

[26]

Koudela, M. & Petríková, K. Nutritional composition and yield of endive cultivars - Cichorium endivia L. Hort. Sci. 34, 6-10 (2007).

[27]

Bertrand, A. et al. Oxygen deficiency affects carbohydrate reserves in overwintering forage crops. J. Exp. Bot. 54, 1721-1730 (2003).

[28]

Kumutha, D., Sairam, R. K., Ezhilmathi, K., Chinnusamy, V. & Meena, R. C. Effect of waterlogging on carbohydrate metabolism in pigeon pea (Cajanus cajan L.): Upregulation of sucrose synthase and alcohol dehydrogenase. Plant Sci. 175, 706-716 (2008).

[29]

Coutinho, I. D. et al. Flooded soybean metabolomic analysis reveals important primary and secondary metabolites involved in the hypoxia stress response and tolerance. Environ. Exp. Bot. 153, 176-187 (2018).

[30]

Jackson, M. B. & Drew, M. C. in Flooding and Plant Growth (ed Kozlowski, T. T.) Ch. 3, 47-128 (Academic Press, 1984).

[31]

Kreuzwieser, J. et al. Differential response of gray poplar leaves and roots underpins stress adaptation during hypoxia. Plant Physiol. 149, 461-473 (2009).

[32]

Stafford, H. A. Distribution of tartaric acid in the leaves of certain angiosperms. Am. J. Bot. 46, 347-352 (1959).

[33]

Gent, M. P. N. Effect of genotype, fertilization, and season on free amino acids in leaves of salad greens grown in high tunnels. J. Plant Nutr. 28, 1103-1116 (2005).

[34]

Filippo D’Antuono, L., Ferioli, F. & Manco, M. A. The impact of sesquiterpene lactones and phenolics on sensory attributes: an investigation of a curly endive and escarole germplasm collection. Food Chem. 199, 238-245 (2016).

[35]

Owczarczyk-Saczonek, A. et al. The healing-promoting properties of selected cyclitols - A review. Nutrients 10, 1891 (2018).

[36]

Valluru, R. & Van den Ende, W. Myo-inositol and beyond−emerging networks under stress. Plant Sci. 181, 387-400 (2011).

[37]

Zeb, A., Haq, A. & Murkovic, M . Effects of microwave cooking on carotenoids, phenolic compounds and antioxidant activity of Cichorium intybus L. (chicory) leaves. Eur. Food Res. Technol. 245, 365-374 (2019).

[38]

Zeisel, S. H. & Blusztajn, J. K. Choline and human nutrition. Annu. Rev. Nutr. 14, 269-296 (1994).

[39]

Annunziata, M. G., Ciarmiello, L. F., Woodrow, P., Dell’Aversana, E. & Carillo, P. Spatial and temporal profile of glycine betaine accumulation in plants under abiotic stresses. Front Plant Sci. 10, 230 (2019).

[40]

Reyes-Chin-Wo, S. et al. Genome assembly with in vitro proximity ligation data and whole-genome triplication in lettuce. Nat. Commun. 8, 14953 (2017).

[41]

Huang, X., Chen, X.-G. & Armbruster, P. A. Comparative performance of transcriptome assembly methods for non-model organisms. BMC Genomics 17, 523 (2016).

[42]

Christopoulou, M. et al. Genome-wide architecture of disease resistance genes in lettuce. G3 (Bethesda) 5, 2655 (2015).

[43]

Verwaaijen, B. et al. A comprehensive analysis of the Lactuca sativa, L. transcriptome during different stages of the compatible interaction with Rhizoctonia solani. Sci. Rep. 9, 7221 (2019).

[44]

Hsu, F. C., Chou, M. Y., Peng, H. P., Chou, S. J. & Shih, M. C. Insights into hypoxic systemic responses based on analyses of transcriptional regulation in Arabidopsis. PLoS ONE 6, e28888 (2011).

[45]

Phukan, U. J., Jeena, G. S., Tripathi, V. & Shukla, R. K. Regulation of Apetala2/Ethylene response factors in plants. Front. Plant Sci. 8, 150 (2017).

[46]

Qiao, D. et al. Transcriptome analysis on responses of orchardgrass (Dactylis glomerata L.) leaves to a short term flooding. Hereditas 157, 20 (2020).

[47]

Zhang, Y. et al. Global gene expression in cotton (Gossypium hirsutum L.) leaves to waterlogging stress. PLoS ONE 12, e0185075 (2017).

[48]

Kuai, J. et al. Leaf carbohydrates assimilation and metabolism affect seed yield of rapeseed with different waterlogging tolerance under the interactive effects of nitrogen and waterlogging. J. Agron. Crop Sci. 00, 1-14 (2020).

[49]

Dong, N. et al. Fructan reduction by downregulation of 1-SST in guayule. Ind. Crops Prod. 107, 609-617 (2017).

[50]

Lammens, W. et al. Structural insights into glycoside hydrolase family 32 and 68 enzymes: functional implications. J. Exp. Bot. 60, 727-740 (2009).

[51]

Khaldari, I., Naghavi, M. R., Peighambari, S. A., Nasiri, J. & Mohammadi, F. Expression patterns of the genes encoding fructan active enzymes (FAZYs) alongside fructan constituent profiles in chicory (Cichorium intybus L.): effects of tissue and genotype variations. J. Plant Biochem. Biotechnol. 27, 453-462 (2018).

[52]

Wei, H. et al. Chicory R2R3-MYB transcription factors CiMYB5 and CiMYB3 regulate fructan 1-exohydrolase expression in response to abiotic stress and hormonal cues. J. Exp. Bot. 68, 4323-4338 (2017).

[53]

Capitani, D. et al. NMR methodologies in the analysis of blueberries. Electophoresis 35, 1615-1626 (2014).

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