Abstract
Because of strong impact of omics in many fields, and the complexity of the samples when focusing on areas such as genomics, (metallo)proteomics, metabolomics, among others, it is easy to rationalize the great importance that sample preparation has for achieving reliable results, mainly considering plant science. Then, this chapter points out applications of the sample preparation focusing on such areas, and a diversity of strategies, techniques, and procedures is highlighted and commented.
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Abbreviations
- AAM:
-
Ammonium acetate/methanol
- ADP:
-
Adenosine diphosphate
- ATP:
-
Adenosine triphosphate
- BIF:
-
Banded iron formation
- CE-ICP-MS:
-
Capillary electrophoresis-inductively coupled plasma-mass spectrometry
- DNA:
-
Deoxyribonucleic acid
- ESI-MS:
-
Electrospray ionization mass spectrometry
- ESI-FAIMS-IT-MS:
-
Electrospray ionization-high-field asymmetric waveform ion mobility spectrometry-ion trap mass spectrometry
- FRET:
-
Fluorescence resonance energy transfer
- FT-ICR MS:
-
Fourier transform ion cyclotron resonance mass spectrometry
- HPLC-DAD:
-
High-performance liquid chromatography with diode array detector
- HPLC-DAD-ESI-MS/MS:
-
High-performance liquid chromatography with diode array detector coupled to electrospray ionization tandem mass spectrometry
- HPLC-UV:
-
High-performance liquid chromatography with ultraviolet detector
- HRE:
-
Heat reflux extraction
- ICAT:
-
Isotope-coded affinity
- ICP-MS:
-
Inductively coupled plasma mass spectrometry
- IEF:
-
Isoelectric focusing
- iTRAQ:
-
Isobaric tags for relative and absolute quantification
- JA:
-
Jasmonic acid
- LC:
-
Liquid chromatography
- LC-ESI-MS/MS:
-
Liquid chromatography coupled to electrospray ionization tandem mass spectrometry
- LC-ICP-MS:
-
Liquid chromatography-inductively coupled plasma mass spectrometry
- LC-MS/MS:
-
Liquid chromatography tandem-mass spectrometry
- LC-MS:
-
Liquid chromatography mass spectrometry
- MAE:
-
Microwave-assisted extraction
- MALDI-MS:
-
Matrix-assisted laser desorption/ionization coupled mass spectrometry
- ME:
-
Maceration
- MS:
-
Mass spectrometry
- MTBE:
-
Methyl tert-butyl ether
- MUDPIT:
-
Multidimensional protein identification technology
- NADP:
-
Nicotinamide adenine dinucleotide phosphate
- nanoESI-Q-TOF:
-
Nano-electrospray ionization quadrupole time-of-flight
- nanoSIMS:
-
Nanoscale secondary ion mass spectrometry
- NMR:
-
Nuclear magnetic resonance
- PARC:
-
PEI-assisted RuBisCO cleanup
- PEI:
-
Polyethylenimine
- PEG:
-
Polyethylene glycol
- pI:
-
Point isoelectric
- PM:
-
Sodium phosphate/methanol
- PR:
-
Pathogenesis related
- PTMs:
-
Posttranslational modifications
- RP-HPLC:
-
Reversed-phase chromatography
- RP-HPLC-UV-ESI-MS:
-
Reversed-phase high-performance liquid chromatography-ultraviolet-electrospray ionization mass spectrometry
- RuBisCO:
-
Ribulose-1,5-bisphosphate carboxylase/oxygenase
- SEC-UV:
-
Size exclusion chromatography-ultraviolet
- SDS-PAGE:
-
Sodium dodecyl sulfate polyacrylamide gel electrophoresis
- (TAP)-MS:
-
Tandem affinity purification mass spectrometry
- TCA:
-
Trichloroacetic acid
- UAE:
-
Ultrasound-assisted extraction
- UHPLC-DAD-ESI-MS/MS:
-
Ultrahigh-performance liquid chromatography with diode array detector coupled to electrospray ionization tandem mass spectrometry
- UHPLC-HR-MS:
-
Ultrahigh-performance liquid chromatography coupled with high-resolution mass spectrometry
- WM:
-
Water/methanol
References
Alvarez S, Naldrett MJ (2016) Plant structure and specificity - challenges and sample preparation consideration for proteomics. In: Mirzaei H, Carrasco M (Eds.) Modern proteomics – Sample preparation, analysis and practical applications. Advances in Experimental Medicine and Biology, vol 919. Springer, Cham, pp 63–82
Arruda MAZ (2007) Trends in sample preparation, 1st edn. Nova Science, New York, p 304
Baginsky S (2009) Plant proteomic: concept, application, and novel strategies for data interpretation. Mass Spectrom Rev 28:93–120
Barbosa HS, Souza DLQ, Koolen HHF, Gozzo FC, Arruda MAZ (2013) Sample preparation focusing on plant proteomics: extraction, evaluation and identification of proteins from sunflower seeds. Anal Methods 5(1):116–123
Barbosa HS, Arruda SCC, Azevedo RA, Arruda MAZ (2012) New insights on proteomics of transgenic soybean seeds: evaluation of differential expressions of enzymes and proteins. Anal Bioanal Chem 402(1):299–314
Battaglia M, Covarrubias AA (2013) Late Embryogenesis Abundant (LEA) protein in legumes. Front Plant Sci 4(6):1–11
Berrada W, Naya A, Iddar A, Bourhim N (2002) Purification and characterization of cytosolic glycerol-3-phosphate dehydrogenase from skeletal muscle of jerboa (Jaculus orientalis). Mol Cell Biochem 231:117–127
Bojko B, Reyes-Garcés N, Bessonneau V, Goryński K, Mousavi F, Silva EAS, Pawliszyn J (2014) Solid-phase microextraction in metabolomics. Trends Anal Chem 61:168–180
Brancalion ML, Arruda MAZ (2005) Evaluation of medicinal plant decomposition efficiency using microwave ovens and mini-vials for Cd determination by TS-FF-AAS. Michrochimica Acta 150:283–290
Brown JWS, Flavell RB (1981) Fractionation of wheat gliadin and glutenin subunits by two-dimensional electrophoresis and the role of group 6 and group 2 chromosomes in gliadin synthesis. Theor Appl Genet 59(6):349–359
Cánovas FM, Dumas-Gaoudot E, Recorbet G, Jorrin J, Mock HP, Rossignol M (2004) Plant proteome analysis. Proteomics 4(2):285–298
Chacón-Madrid K, Pessôa GS, Salazar MM, Pereira GAG, Carneiro GMT, Lima TB, Gozzo FC, Arruda MAZ (2017) Evaluation of genetically modified Arabidopsis thaliana through metallomic and enzymatic approaches focusing on mass spectrometry-based platforms. Int J Mass Spectrom 418:6–14
Chemat F, Rombaut N, Sicaire AG, Meullemiestre A, Fabiano-Tixier AS, Abert-Vian M (2017) Ultrasound assisted extraction of food and natural products. Mechanisms, techniques, combinations, protocols and applications. A review. Ultrason Sonochem 34:540–560
Chemat F, Tomao V, Virot M (2008) Ultrasound-assisted extraction in food analysis. In: Ötles S (ed) Handbook of food analysis instruments. CRC Press, Boca Raton, pp 85–99
Chen L, Jin H, Ding L, Zhang H, Li J, Qu C, Zhang H (2008) Dynamic microwave-assisted extraction of flavonoids from Herba Epimedii. Sep Purif Technol 59(1):50–57
Chen S, Harmon AC (2006) Advances in plant proteomics. Proteomics 6(20):5504–5516
Chen SX, Shao ZZ (2009) Isolation and diversity analysis of arsenite-resistant bacteria in communities enriched from deep-sea sediments of the Southwest Indian Ocean Ridge. Extremophiles 13:39–48
Chevreux S, Roudeau S, Fraysse A, Carmona A, Devès G, Solari PL, Mounicou S, Lobinski R, Ortega R (2009) Multimodal analysis of metals in copper-zinc superoxide dismutase isoforms separated on electrophoresis gels. Biochimie 91:1324–1327
Dahmoune F, Nayak B, Moussi K, Reminia H, Madani K (2015) Optimization of microwave-assisted extraction of polyphenols from Myrtus communis L. leaves. Food Chem 166:585–595
Damerval C, Vienne D, Zivy M, Thiellemnt H (1986) Technical improvements in two-dimensional electrophoresis increase the level of genetic variation detected in wheat-seedling proteins. Electrophoresis 7(1):52–54
Ernst M, Silva DB, Silva RR, Vêncio RZN, Lopes NP (2014) Mass spectrometry in plant metabolomics strategies: from analytical platforms to data acquisition and processing. Nat Prod Rep 31:784–806
Fang X, Wanga J, Hao J, Li X, Guo N (2015) Simultaneous extraction, identification and quantification of phenolic compounds in Eclipta prostrata using microwave-assisted extraction combined with HPLC–DAD–ESI–MS/MS. Food Chem 188:527–536
Fields S, Song O (1989) A novel genetic system to detect protein-protein interactions. [Yeast two hybrid]. Nature 340(6230):245–246
Fiol M, Adermann S, Neugart S, Rohn S, Mügge C, Schreiner M, Krumbein A, Kroh LW (2012) Highly glycosylated and acylated flavonols isolated from kale (Brassica oleracea var. sabellica)–structure–antioxidant activity relationship. Food Res Int 47(1):80–89
Flis P, Ouerdane L, Grillet L, Curie C, Mari S, Lobinski R (2016) Inventory of metal complexes circulating in plant fluids: a reliable method based on HPLC coupled with dual elemental and high-resolution molecular mass spectrometric detection. New Phytol 211:1129–1141
Gavin AC, Bosche M, Krause R, Grandi P, Marzioch M, Bauer A, Schultz J, Rick JM, Michon AM, Cruciat CM, Remor M, Hofert C, Schelder M, Brajenovic M, Ruffner H, Merino A, Klein K, Hudak M, Dickson D, Rudi T, Gnau V, Bauch A, Bastuck S, Huhse B, Leutwein C, Heurtier MA, Copley RR, Edelmann A, Querfurth E, Rybin V, Drewes G, Raida M, Bouwmeester T, Bork P, Seraphin B, Kuster B, Neubauer G, Superti-Furga G (2002) Functional organization of the yeast proteome by systematic analysis of protein complexes. Nature 415(6868):141–147
Gong Z-G, Hu J, Wu X, Xu Y-J (2017) The recent developments in sample preparation for mass spectrometry-based metabolomics. Crit Rev Anal Chem 47(4):325–331
Görg A, Weiss W, Dunn MJ (2004) Current two-dimensional electrophoresis technology for proteomics. Proteomics 4(12):3665–3685
Hao J, Liebeke M, Astle W, Iorio MD, Bundy JG, Ebbels TMD (2014) Bayesian deconvolution and quantification of metabolites in complex 1D NMR spectra using BATMAN. Nat Protoc 9(6):1416–1427
Haraguchi H (2004) Metallomics as integrated biometal science. J Anal At Spectrom 19:5–14
Hemwimon S, Pavasant P, Shotipruk A (2007) Microwave-assisted extraction of antioxidative anthraquinones from roots of Morinda citrifolia. Sep Purif Technol 54:44–50
Jiménez MS, Gomez MT, Rodriguez L, Martinez L, Castillo JR (2009) Some pitfallsin PAGE-LA-ICP-MS for quantitative elemental speciation of dissolved organic matter and metallomics. Anal Bioanal Chem 393:699–707
Job D, Haynes PA, Zivy M (2011) Plant proteomics. Proteomics 11(9):1157–1158
Khan MK, Abert-Vian M, Fabiano-Tixier AS, Dangles O, Chemat F (2010) Ultrasound-assisted extraction of polyphenols (flavanone glycosides) from orange (Citrus sinensis L.) peel. Food Chem 119:851–858
Kim HK, Choi YH, Verpoorte R (2010) NMR-based metabolomic analysis of plants. Nat Protoc 5(3):536–549
Kim HK, Verpoorte R (2010) Sample preparation for plant metabolomics. Phytochem Anal 21:4–13
Klein-Júnior LC, Viaene J, Salton J, Koetz M, Gasper AL, Henriques AT, Vander Heyden Y (2016) The use of chemometrics to study multifunctional indole alkaloids from Psychotria nemorosa (Palicourea comb. nov.). Part I: extraction and fractionation optimization based on metabolic profiling. J Chromatogr A 1463:60–70
Konishi H, Ishiguro K, Komatsu SA (2001) Proteomics approach towards understanding blast fungus infection of rice grown under different levels of nitrogen fertilization. Proteomics 1(9):1162–1171
Koyu H, Kazan A, Demir S, Haznedaroglu MZ, Yesil-Celiktas O (2018) Optimization of microwave assisted extraction of Morus nigra L. fruits maximizing tyrosinase inhibitory activity with isolation of bioactive constituents. Food Chem 248:183–191
Krishnan HB, Natarajan SS (2009) A rapid method for depletion of Rubisco from soybean (Glycine max) leaf for proteomic analysis of lower abundance proteins. Phytochemistry 70(17–18):1958–1964
Li S, Strid Å (2005) Anthocyanin accumulation and changes in CHS and PR-5 gene expression in Arabidopsis thaliana after removal of the inflorescence stem (decapitation). Plant Physiol Biochem 43(6):521–525
Loll B, Kern J, Saenger W, Zouni A, Biesiadka J (2005) Towards complete cofactor arrangement in the 3.0 Å resolution structure of photosystem II. Nature 438(7070):1040–1044
Lopes Júnior CA, Mazafera P, Arruda MAZ (2014) A comparative ionomic approach focusing on cadmium effects in sunflowers (Helianthus annuus L.). Environ Exp Bot 107:180–186
Lopes Júnior CA, Barbosa HS, Galazzi RM, Koolen HHF, Gozzo FC, Arruda MAZ (2015) Evaluation of proteome alterations induced by cadmium stress in sunflower (Helianthus annuus L.) cultures. Ecotoxicol Environ Saf 119:170–177
Maciel BCM, Barbosa HS, Pessôa GS, Salazar MM, Pereira GAG, Gonçalves DC, Ramos CHI, Arruda MAZ (2014) Comparative proteomics and metallomics studies in Arabidopsis thaliana leaf tissues: evaluation of the selenium addition in transgenic and nontransgenic plants using two-dimensional difference gel electrophoresis and laser ablation imaging. Proteomics 14:904–914
Arruda MAZ, Magalhães CS, Garcia JS, Lopes AS, Figueiredo EC (2007) Strategies for Sample Preparation Focusing Biomolecules Determination/Characterization. In: Arruda MAZ (Ed.) Trends in Sample Preparation, 1st ed. Nova Science Publishers, New York, pp 245–288
Magalhães CS, Arruda MAZ (2007) Sample preparation for metalloprotein analysis: a case study using horse chestnuts. Talanta 71:1958–1963
Mahmud I, Sternberg S, Williams M, Garrett TJ (2017) Comparison of global metabolite extraction strategies for soybeans using UHPLC-HRMS. Anal Bioanal Chem 409:6173–6180
Molloy MP, Herbert BR, Walsh BJ, Tyler MI, Traini M, Sanchez JC, Hochstrasser DF, Williams KL, Gooley AA (1998) Extraction of membrane proteins by differential solubilization for separation using two-dimensional gel electrophoresis. Electrophoresis 19(5):837–844
Moratari SR, Saidelles APF, Barin JS, Flores EMM (2004) A simple procedure for decomposition of human hair using polypropylene vials to selenium determination by hydride generation atomic absorption spectrometry. Microchimica Acta 148:157–162
Moritz T, Johansson A (2007) Plant metabolomics. In: Griffiths W (ed) Metabolomics, metabonomics and metabolite profiling. RSC Publishing, Cambridge, pp 254–272
Mounicou S, Szpunar J, Lobinski R (2009) Metallomics: the concept and methodology. Chem Soc Rev 38:1119–1138
Oliver SG, Winson MK, Kell DB, Baganz F (1998) Systematic functional analysis of the yeast genome. Trends Biotechnol 16(9):373–378
Oniszczuka A, Olech M (2016) Optimization of ultrasound-assisted extraction and LC-ESI–MS/MS analysis of phenolic acids from Brassica oleracea L. var. sabellica. Ind Crop Prod 83:359–363
Pecsvaradi A, Nagy Z, Varga A, Vashegyi A, Labádi I, Galbács G, Zsoldos F (2009) Chloroplastic glutamine synthetase is activated by direct binding of aluminium. Physiol Plant 135:43–50
Peltier JB, Ytterberg AJ, Sun Q, Wijk KJ (2004) New functions of the thylakoid membrane proteome of Arabidopsis thaliana revealed by a simple, fast, and versatile fractionation strategy. J Biol Chem 279(47):49367–49383
Phizicky E, Bastiaens PIH, Zhu H, Snyder M, Fields S (2003) Protein analysis on a proteomic scale. Nature 422(6928):208–215
Raab A, Ploselli B, Munro C, Thomas-Oates J, Feldmann J (2009) Evaluation of gel electrophoresis conditions for the separation of metal-tagged proteins with subsequent laser ablation ICP-MS detection. Electrophoresis 30:303–314
Rakwal R, Komatsu S (2000) Role of jasmonate in the rice (Oryza sativa L.) self-defense mechanism using proteome analysis. Electrophoresis 21(12):2492–2500
Rep M, Dekker HL, Vossen JH, Boer AD, Houterman PM, Speijer D, Back JW, Koster CG, Cornelissen BJC (2002) Mass spectrometric identification of isoforms of PR proteins in xylem sap of fungus-infected tomato. Plant Physiol 130(2):904–917
Rojano-Delgado AM, Priego-Capote F, De Prado R, Castro MDL (2014) Qualitative/quantitative strategy for the determination of glufosinate and metabolites in plants. Anal Bioanal Chem 406:611–620
Rostagno MA, Palma M, Barroso CG (2003) Ultrasound-assisted extraction of soy isoflavones. J Chromatogr A 1012:119–128
Salem MA, Jüppner J, Bajdzienko K, Giavalisco P (2016) Protocol: a fast, comprehensive and reproducible one-step extraction method for the rapid preparation of polar and semi-polar metabolites, lipids, proteins, starch and cell wall polymers from a single sample. Plant Methods 12(45):1–15
Santoni V, Kieffer S, Desclaux D, Masson F, Rabilloud T (2000) Membrane proteomics: use of additive main effects with multiplicative interaction model to classify plasma membrane proteins according to their solubility and electrophoretic properties. Electrophoresis 21(16):3329–3344
Sevcenco AM, Pinkse MWH, Bol E, Krijger GC, Wolterbeek HT, Verhaert PDE, Hagedoorn PL, Hagen WR (2009) The tungsten metallome of Pyrococcus furiosus. Metallomics 1:395–402
Sheffield J, Taylor N, Fauquet C, Chen S (2006) The cassava (Manihot esculenta Crantz) root proteome: protein identification and differential expression. Proteomics 6(5):1588–1598
Silva MO, Sussulini A, Arruda MAZ (2010) Metalloproteomics as na interdisciplinary area involving proteins and metals. Expert Rev Proteomics 7(3):387–400
Sun Y, Liu D, Chen J, Ye X, Yu D (2011) Effects of different factors of ultrasound treatment on the extraction yield of the all-trans-β-carotene from citrus peels. Ultrason Sonochem 18(1):243–249
Sussulini A, Garcia JS, Mesko MF, Flores EMM, Arruda MAZ (2006) Evaluation of soybean seed protein extraction focusing on metalloprotein analysis. Microchim Acta 158:173–180
Sussulini A, Garcia JS, Arruda MAZ (2007a) Microwave-assisted decomposition of polyacrylamide gels containing metalloproteins using mini-vials: an auxiliary strategy for metallomics studies. Anal Biochem 361:146–148
Sussulini A, Souza GHMF, Eberlin MN, Arruda MAZ (2007b) Comparative metallomics for transgenic and nontrasngenic soybeans. J Anal At Spectrom 22:1501–1506
Teo CC, Chong WPK, Ho YS (2013) Development and application of microwave-assisted extraction technique in biological sample preparation for small molecule analysis. Metabolomics 9:1109–1128
Vieira V, Prieto MA, Barros L, Coutinho JAP, Ferreira O, Ferreira ICFR (2017) Optimization and comparison of maceration and microwave extraction systems for the production of phenolic compounds from Juglans regia L. for the valorization of walnut leaves. Ind Crop Prod 107:341–352
Villas-Boas SG, Mas S, Åkesson M, Smedsgaard J, Nielsen J (2005) Mass spectrometry in metabolome analysis. Mass Spectrom Rev 24(5):613–646
Wang LJ, Weller CL (2006) Recent advances in extraction of nutraceuticals from plants. Trends Food Sci Technol 17(6):300–312
Watson BS, Asirvatham VS, Wang L, Sumner LW (2003) Mapping the proteome of barrel medic (Medicago truncatula). Plant Physiol 131(3):1104–1123
Wei J, Chen J, Liang X, Guo XJ (2016) Microwave-assisted extraction in combination with HPLC-UV for quantitative analysis of six bioactive oxoisoaporphine alkaloids in Menispermum dauricum DC. Biomed Chromatogr 30:241–248
Wu L, Song Y, Hu M, Yu C, Zhang H, Yu A, Ma Q, Wang Z (2015) Ionic-liquid-impregnated resin for the microwave-assisted solid-liquid extraction of triazine herbicides in honey. J Sep Sci 38(17):2953–2959
Xi J, Wang X, Li S, Zhou X, Yue L, Fan J, Hao D (2006) Polyethylene glycol fractionation improved detection of low-abundant proteins by two-dimensional electrophoresis analysis of plant proteome. Phytochemistry 67(21):2341–2348
Yang C, Wang J, Li D (2013) Microextraction techniques for the determination of volatile and semivolatile organic compounds from plants: a review. Anal Chim Acta 799:8–22
Zhang Y, Gao P, Xing Z, Jin S, Chen Z, Liu L, Constantino N, Wang X, Shi W, Yuan JS, Dai SY (2013) Application of an improved proteomics method for abundant protein cleanup: molecular and genomic mechanisms study in plant defense. Mol Cell Proteomics 12(11):3431–3442
Zhang H-F, Yang X-H, Wang Y (2011) Microwave assisted extraction of secondary metabolites from plants: current status and future directions. Trends Food Sci Technol 22:672–688
Acknowledgments
The authors gratefully acknowledge the financial support of Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP), the Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq), and Financiadora de Estudos e Projetos (FINEP).
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Galazzi, R.M., de Jesus, J.R., Arruda, M.A.Z. (2019). Sample Preparation Focusing on Plant Omics. In: Capelo-Martínez, JL. (eds) Emerging Sample Treatments in Proteomics. Advances in Experimental Medicine and Biology(), vol 1073. Springer, Cham. https://doi.org/10.1007/978-3-030-12298-0_7
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