Evaluation of metabolite extraction protocols and determination ofphysiological response to drought stress via reporter metabolites in model plant Brachypodium distachyon

Metabolomics aims to systematically gather (quantitative) information on metabolites in the cell and is commonly viewed as the "missing link" between genomics, transcriptomics, and physiology. Typical metabolomics platforms consist of two main steps, the quenching and extraction of metabolites from plant material and the (un)targeted quantification of the extracted metabolites. Brachypodium distachyon, a native grass species of the Mediterranean region, is an attractive model plant to study temperate crops. In recent years, despite an increasing interest in genomic and transcriptomic studies, metabolomics studies for B. Distachyon are still in their infancy. Drought, an abiotic stress factor, causes severe loss in plant productivity and it is therefore crucial to understand its effect on plant metabolism, in particular its metabolome. The objective of this study is to set up a quantitative plant metabolomics platform for B. Distachyon to evaluate and optimize alternative metabolite extraction protocols (methanol and methanol-chloroform extraction). Focusing on three reporter metabolites (ATP, glucose, and starch) for metabolite quantification and two extraction protocols, we compared the drought stress response of 2 different genotypes from different geographical regions of Turkey. Results revealed that there is no "one-protocol-fits-all", pointing to significant differences in metabolite recoveries upon different extraction protocols, though methanol extraction generally yielded higher recoveries. Drought stress resulted in higher glucose levels while ATP and starch levels did not show statistically significant or consistent changes. In conclusion, the impact of drought stress on B. Distachyon metabolism was significant and this study could be the basis for further metabolomics studies on plant stress response.

Evaluation of metabolite extraction protocols and determination ofphysiological response to drought stress via reporter metabolites in model plant Brachypodium distachyon

Metabolomics aims to systematically gather (quantitative) information on metabolites in the cell and is commonly viewed as the "missing link" between genomics, transcriptomics, and physiology. Typical metabolomics platforms consist of two main steps, the quenching and extraction of metabolites from plant material and the (un)targeted quantification of the extracted metabolites. Brachypodium distachyon, a native grass species of the Mediterranean region, is an attractive model plant to study temperate crops. In recent years, despite an increasing interest in genomic and transcriptomic studies, metabolomics studies for B. Distachyon are still in their infancy. Drought, an abiotic stress factor, causes severe loss in plant productivity and it is therefore crucial to understand its effect on plant metabolism, in particular its metabolome. The objective of this study is to set up a quantitative plant metabolomics platform for B. Distachyon to evaluate and optimize alternative metabolite extraction protocols (methanol and methanol-chloroform extraction). Focusing on three reporter metabolites (ATP, glucose, and starch) for metabolite quantification and two extraction protocols, we compared the drought stress response of 2 different genotypes from different geographical regions of Turkey. Results revealed that there is no "one-protocol-fits-all", pointing to significant differences in metabolite recoveries upon different extraction protocols, though methanol extraction generally yielded higher recoveries. Drought stress resulted in higher glucose levels while ATP and starch levels did not show statistically significant or consistent changes. In conclusion, the impact of drought stress on B. Distachyon metabolism was significant and this study could be the basis for further metabolomics studies on plant stress response.

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  • Bartels D, Sunkar R (2005). Drought and salt tolerance in plants. Crit Rev Plant Sci 24: 23–58.
  • Bourguiba H, Audergon JM, Krichen L, Trifi-Farah N, Mamouni A, Trabelsi S, D’Onofrio C, Asma BM, Santoni S, Khadari B (2012). Loss of genetic diversity as a signature of apricot domestication and diffusion into Mediterranean Basin. BMC Plant Biol 12: 49–65.
  • Brkljacic J, Grotewold E, Scholl R, Mockler T, Garvin DF, Vain P, Brutnell T, Sibout R, Beyan M, Budak H et al. (2011). Brachypodium as a model for the grasses: today and the future. Plant Physiol 157: 3–13.
  • Budak H, Akpinar BA, Unver T, Turktas M (2013). Proteome changes in wild and modern wheat leaves upon drought stress by two- dimensional electrophoresis and nanoLC-ESI–MS/MS. Plant Mol Biol 83: 89–103.
  • Chiu ML, Lawi W, Snyder ST, Wong PK, Liao JC, Gau V (2010). Matrix effects: a challenge toward automation of molecular analysis. J Lab Autom 15: 233–242.
  • Cook D, Fowler S, Fiehn O, Thomashow MF (2004). A prominent role for the CBF cold response pathway in configuring the low- temperature metabolome of Arabidopsis. P Natl Acad Sci USA 101: 15243–15248.
  • De Roover J, Vandenbranden K, Van Laere A, Van den Ende W (2000). Drought induces fructan synthesis and 1-SST (sucrose:sucrose fructosyltransferase) in roots and leaves of chicory seedlings (Cichorium intybus L.). Planta 210: 808–814.
  • Ding Y, Tao Y, Zhu C (2013). Emerging roles of microRNAs in the mediation of drought stress response in plants. J Exp Bot 64: 3077–3086.
  • Dixon RA, Gang DR, Charlton AJ, Fiehn O, Kuiper HA, Reynolds TL, Tjeerdema RS, Jeffery EH, German JB, Ridley WP et al. (2006). Applications of metabolomics in agriculture. J Agric Food Chem 54: 8984–8994.
  • Draper J, Mur LAJ, Jenkins G, Ghosh-Biswas GC, Bablak P, Hasterok R, Routledge APM (2001). Brachypodium distachyon: a new model system for functional genomics in grasses. Plant Physiol 127: 1539–1555.
  • Du H, Wang Z, Yu W, Liu Y, Huang B (2010). Differential metabolic responses of perennial grass Cynodon transvaalensis × Cynodon dactylon (C4) and Poa Pratensis (C3) to heat stress. Physiol Plantarum 141: 251–264.
  • Faijes M, Mars AE, Smid EJ (2007). Comparison of quenching and extraction methodologies for metabolome analysis of Lactobacillus plantarum. Microb Cell Fact 6: 27–34.
  • FAO (2009). Increasing Crop Production Sustainably: The Perspective of Biological Processes. Rome, Italy: Electronic Publishing Policy and Support Branch Communication Division.
  • Filiz E, Koc I, Ozyigit II (2014). Comparative analysis and modeling of superoxide dismutases (SODs) in Brachypodium distachyon L. Appl Biochem Biotechnol 173: 1183–1196.
  • Filiz E, Ozdemir BS, Budak F, Vogel JP, Tuna M, Budak H (2009). Molecular, morphological, cytological analysis of diverse Brachypodium inbred lines. Genome 52: 876–890.
  • Gomez L, Rubio E, Auge M (2002). A new procedure for extraction and measurement of soluble sugars in ligneous plants. J Sci Food Agric 82: 360–369.
  • Gray GR, Heath D (2005). A global reorganization of the metabolome in Arabidopsis during cold acclimation is revealed by metabolic fingerprinting. Physiol Plantarum 124: 236–248.
  • Guy C, Kaplan F, Kopka J, Selbig J, Hincha DK (2008). Metabolomics of temperature stress. Physiol Plantarum 132: 220–235.
  • Jeong DH, Schmidt SA, Rymarquis LA, Park S, Ganssmann M, German MA, Accerbi M, Zhai J, Fahlgren N, Fox SE et al. (2013). Parallel analysis of RNA ends enhances global investigation of microRNAs and target RNAs of Brachypodium distachyon. Genome Biol 14: 145–167.
  • Kaplan F, Kopka J, Haskell DW, Zhao W, Schiller KC, Gatzke N, Sung DY, Guy CL. (2004). Exploring the temperature-stress metabolome of Arabidopsis. Plant Physiol 136: 4159–4168.
  • Korn M, Gärtner T, Erban A, Kopka J, Selbig J, Hincha DK (2010). Predicting Arabidopsis freezing tolerance and heterosis in freezing tolerance from metabolite composition. Mol Plant 3: 224–235.
  • Laura M, Consonni R, Locatelli F, Fumagalli E, Allavena A, Coraggio I, Mattana M (2010). Metabolic response to cold and freezing of Osteospermum ecklonis overexpressing Osmyb4. Plant Physiol Bioch 48: 764–771.
  • Luo N, Liu J, Yu X, Jiang Y (2011). Natural variation of drought response in Brachypodium distachyon. Physiol Plantarum 141: 19–29.
  • Maruyama K, Takeda M, Kidokoro S, Yamada K, Sakuma Y, Urano K, Fujita M, Yoshiwara K, Matsukura S, Morishita Y et al. (2009). Metabolic pathways involved in cold acclimation identified by integrated analysis of metabolites and transcripts regulated by DREB1A and DREB2A. Plant Physiol 150: 1972–1980.
  • Mochida K, Yoshida T, Sakurai T, Yamaguchi-Shinozaki K, Shinozaki K, Tran LS (2011). In silico analysis of transcription factor repertoires and prediction of stress-responsive transcription factors from six major Gramineae plants. DNA Res 18: 321– 332.
  • Morsy MR, Jouve L, Hausman JF, Hoffmann L, Stewart JM (2007). Alteration of oxidative and carbohydrate metabolism under abiotic stress in two rice (Oryza sativa L.) genotypes contrasting in chilling tolerance. J Plant Physiol 164: 157–167.
  • Nikerel E, Berkhout J, Hu F, Teusink B, Reinders MJ, De Ridder D (2012). Understanding regulation of metabolism through feasibility analysis. PLoS ONE 7: e39396.
  • Nischwitz V, Michalke B, Kettrup A (2003). Optimisation of extraction procedures for metallothionein-isoforms and superoxide dismutase from liver samples using spiking experiments. Analyst 128: 109–115.
  • Opanowicz M, Vain P, Draper J, Parker D, Doonan JH (2008). Brachypodium distachyon, making hay with a wild grass. Trends Plant Sci 13: 172–177.
  • Ozdemir BS, Hernandez P, Filiz E, Budak H (2008). Brachypodium genomics. Int J Plant Genomics 2008; 2008: 536104.
  • Roessner U, Dias DA (2013). Plant tissue extraction for metabolomics. Methods Mol Biol 1055: 21–28.
  • Ryu JY Hong SY, Jo SH, Woo JC, Lee S, Park CM (2014). Molecular and functional characterization of cold-responsive C-repeat binding factors from Brachypodium distachyon. BMC Plant Biol 14: 1–15.
  • Schwartz CJ, Doyle MR, Manzaneda AJ, Rey PJ, Mitchell-Olds T, Amasino RM (2010). Natural variation of flowering time and vernalization responsiveness in Brachypodium distachyon. Bioenergy Res 3: 38–46.
  • Shariati-Rad M, Irandoust M, Amin N, Shamsipur M (2013). Solving matrix effect, spectral interferences and nonlinearity by generalized standard addition method coupled with radial basis functions-partial least squares: application to simultaneous determination of drugs in urine. Chemometr Intell Lab 120: 77–83.
  • Succop PA, Clark S, Chen M, Galke W (2004). Imputation of data values that are less than a detection limit. J Occup Environ Hyg 1: 436–441.
  • Tambellini NP, Zaremberg V, Turner RJ, Weljie AM (2013). Evaluation of extraction protocols for simultaneous polar and non-polar yeast metabolite analysis using multivariate projection methods. Metabolites 3: 592–605.
  • Tanackovic V, Zaremberg V, Turner RJ, Buléon A, Blennow A (2014). The deposition and characterization of starch in Brachypodium distachyon. J Exp Bot 65: 5179–5192.
  • Tripathi P, Rabara RC, Langum TJ, Boken AK, Rushton DL, Boomsma DD, Rinerson CI, Rabara J, Reese RN, Chen X et al. (2012). The WRKY transcription factor family in Brachypodium distachyon. BMC Genomics 13: 270–290.
  • Tuteja N (2009). Cold, salinity, and drought stress. In: Hirt H, editor. Plant Stress Biology: From Genomics to Systems Biology. Weinheim, Germany: Wiley, pp. 137–159.
  • Vannini C, Locatelli F, Bracale M, Magnani E, Marsoni M, Osnato M, Mattana M, Baldoni E, Coraggio I (2004). Overexpression of the rice Osmyb4 gene increases chilling and freezing tolerance of Arabidopsis thaliana plants. Plant J 37: 115–127.
  • Velthuizen H, Huddleston B, Fischer G, Salvatore M, Ataman E, Nachtergaele FO, Zanetti M, Bloise M (2007). Mapping Biophysical Factors that Influence Agricultural Production and Rural Vulnerability. Environment and Natural Resources Series No. 11. Rome, Italy: FAO.
  • Verelst W, Bertolini E, De Bodt S, Vandepoele K, Demeulenaere M, Pè ME, Inzé D (2013). Molecular and physiological analysis of growth-limiting drought stress in Brachypodium distachyon leaves. Mol Plant 6: 311–322.
  • Wei B, Cai T, Zhang R, Li A, Huo N, Li S, Gu YQ, Vogel J, Jia J, Qi Y et al. (2009). Novel microRNAs uncovered by deep sequencing of small RNA transcriptomes in bread wheat (Triticum aestivum L.) and Brachypodium distachyon (L.) Beauv. Funct Integr Genomics 9: 499–511.
  • Zagdańska B (1995). Energy metabolism in plants under water deficits. Acta Biochim Pol 42: 281–190.
  • Zhang J, Xu Y, Huan Q, Chong K (2009). Deep sequencing of Brachypodium small RNAs at the global genome level identifies microRNAs involved in cold stress response. BMC Genomics 10: 449–465.
  • Zheng J, Fu J, Gou M, Huai J, Liu Y, Jian M, Huang Q, Guo X, Dong Z, Wang H et al. (2009). Genome-wide transcriptome analysis of two maize inbred lines under drought stress. Plant Mol Biol 72: 407–421. 1
Turkish Journal of Botany-Cover
  • ISSN: 1300-008X
  • Yayın Aralığı: Yılda 6 Sayı
  • Yayıncı: TÜBİTAK
Sayıdaki Diğer Makaleler

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