Comparative proteomic analysis of drought response in roots of two soybean genotypes
Xingwang Yu A B , Aijun Yang A C and Andrew T. James AA CSIRO Agriculture and Food, 306 Carmody Road, St Lucia, Qld 4067, Australia.
B Current address: Department of Crop and Soil Science, North Carolina State University, Raleigh, NC 27695-7620, USA.
C Corresponding author. Email: Aijun.Yang@csiro.au
Crop and Pasture Science 68(7) 609-619 https://doi.org/10.1071/CP17209
Submitted: 6 June 2017 Accepted: 19 July 2017 Published: 24 August 2017
Abstract
Water deficit is a serious environmental stress during the soybean growth and production season in Australia. Soybean has evolved complex response mechanisms to cope with drought stress through multiple physiological processes. In this study, the roots of a previously identified drought-tolerant soybean genotype, G21210, and a sensitive genotype, Valder, were subjected to comparative proteomic analysis based on 2-dimensional electrophoresis, under mild or severe drought conditions. The analysis showed that the abundance of 179 protein spots significantly changed under stress. In total, 155 unique proteins were identified from these spots, among which 70 protein spots changed only in G2120 and 89 spots only in Valder, with 20 proteins changed in both soybean genotypes. Bioinformatics analysis revealed that these drought-induced changes in proteins were largely enriched in the biological function categories of defence response, protein synthesis, energy metabolism, amino acid metabolism and carbohydrate metabolism. For the drought-tolerant genotype, the differential abundance was decreased for 24 proteins and increased for 46 proteins. For the drought-sensitive genotype, the abundance was reduced for 46 proteins, increased for 40 proteins and changed differently for three proteins in mild and severe drought. The different patterns of change of these proteins in G2120 and Valder might be attributed to the difference in their drought-tolerance capacity. This study, combined with our previously reported proteomics study in soybean leaves, further clarifies the change in proteins under drought stress in different organs and provides a better understanding of the molecular mechanisms under drought stress in soybean production.
References
Alam I, Sharmin SA, Kim K-H, Yang JK, Choi MS, Lee B-H (2010) Proteome analysis of soybean roots subjected to short-term drought stress. Plant and Soil 333, 491–505.| Proteome analysis of soybean roots subjected to short-term drought stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXovFCjt78%3D&md5=ce015cdc7bad87739cf5a24d82ef223aCAS |
Apel K, Hirt H (2004) Reactive oxygen species: metabolism, oxidative stress, and signal transduction. Annual Review of Plant Biology 55, 373–399.
| Reactive oxygen species: metabolism, oxidative stress, and signal transduction.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXlvFeisL0%3D&md5=c59edc954fcfb7562d44253a2051f700CAS |
Arimura GI, Ozawa R, Nishioka T, Boland W, Koch T, Kühnemann F, Takabayashi J (2002) Herbivore-induced volatiles induce the emission of ethylene in neighboring lima bean plants. The Plant Journal 29, 87–98.
| Herbivore-induced volatiles induce the emission of ethylene in neighboring lima bean plants.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38XhsVGksbg%3D&md5=34aa49ed0ecabed2054774b40c11970bCAS |
Betti M, Garcia-Calderon M, Perez-Delgado CM, Credali A, Estivill G, Galvan F, Vega JM, Marquez AJ (2012) Glutamine synthetase in legumes: recent advances in enzyme structure and functional genomics. International Journal of Molecular Sciences 13, 7994–8024.
| Glutamine synthetase in legumes: recent advances in enzyme structure and functional genomics.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XpvVajt74%3D&md5=e6dec9f3cf669867c6e205465248f0dcCAS |
Caverzan A, Passaia G, Rosa CW, Lazzarotto F, Margis-Pinheiro M (2012) Plant responses to stresses: Role of ascorbate peroxidase in the antioxidant protection. Genetics and Molecular Biology 35, 1011–1019.
| Plant responses to stresses: Role of ascorbate peroxidase in the antioxidant protection.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhvV2gt7c%3D&md5=841e922798fb47b23ac1f9980c1a6fdaCAS |
Chauhan H, Khurana N, Agarwal P, Khurana P (2011) Heat shock factors in rice (Oryza sativa L.): genome-wide expression analysis during reproductive development and abiotic stress. Molecular Genetics and Genomics 286, 171–187.
| Heat shock factors in rice (Oryza sativa L.): genome-wide expression analysis during reproductive development and abiotic stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXptlaiu7s%3D&md5=4477c972e14a97c0d9ecfc3eee05a5b2CAS |
Chen F, Li Q, Sun L, He Z (2006) The rice 14-3-3 gene family and its involvement in responses to biotic and abiotic stress. DNA Research 13, 53–63.
| The rice 14-3-3 gene family and its involvement in responses to biotic and abiotic stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XkvFKnurY%3D&md5=c230de6e5a94f927dd9f3d85c35c65cdCAS |
Feng YM, Wei XK, Liao WX, Huang LH, Zhang H, Liang SC, Peng H (2013) Molecular analysis of the annexin gene family in soybean. Biologia Plantarum 57, 655–662.
| Molecular analysis of the annexin gene family in soybean.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhsFCrsbrL&md5=80deeb9d2973b5d78b7f25076ccf8216CAS |
Grudkowska M, Zagdańska B (2004) Multifunctional role of plant cysteine proteinases. Acta Biochimica Polonica 51, 609–624.
Guo G, Ge P, Ma C, Li X, Lv D, Wang S, Ma W, Yan Y (2012) Comparative proteomic analysis of salt response proteins in seedling roots of two wheat varieties. Journal of Proteomics 75, 1867–1885.
| Comparative proteomic analysis of salt response proteins in seedling roots of two wheat varieties.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38Xhs1GisL8%3D&md5=543e08d427d109341d098a8c8d292963CAS |
Guo Z, Tan J, Zhuo C, Wang C, Xiang B, Wang Z (2014) Abscisic acid, H2O2 and nitric oxide interactions mediated cold-induced S-adenosylmethionine synthetase in Medicago sativa subsp. falcata that confers cold tolerance through up-regulating polyamine oxidation. Plant Biotechnology Journal 12, 601–612.
| Abscisic acid, H2O2 and nitric oxide interactions mediated cold-induced S-adenosylmethionine synthetase in Medicago sativa subsp. falcata that confers cold tolerance through up-regulating polyamine oxidation.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2cXovFWrsL8%3D&md5=c4922667c16cc29a6ade66aeb80e1c6cCAS |
He M, Yang X, Cui S, Mu G, Hou M, Chen H, Liu L (2015) Molecular cloning and characterization of annexin genes in peanut (Arachis hypogaea L.). Gene 568, 40–49.
| Molecular cloning and characterization of annexin genes in peanut (Arachis hypogaea L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2MXotFeitL0%3D&md5=1f58dcdf1f386197476c00d790c28eaaCAS |
Heslot N, Akdemir D, Sorrells ME, Jannink JL (2014) Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions. Theoretical and Applied Genetics 127, 463–480.
| Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions.Crossref | GoogleScholarGoogle Scholar |
Imai S (2015) Soybean and processed soy foods ingredients, and their role in cardiometabolic risk prevention. Recent Patents on Food, Nutrition & Agriculture 7, 75–82.
| Soybean and processed soy foods ingredients, and their role in cardiometabolic risk prevention.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2MXhs1OntLjE&md5=62dc9f0e19d29691942d2659640a50d9CAS |
Jami SK, Clark GB, Ayele BT, Roux SJ, Kirti PB (2012) Identification and characterization of annexin gene family in rice. Plant Cell Reports 31, 813–825.
| Identification and characterization of annexin gene family in rice.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XlsFelu7w%3D&md5=47e4cd6f6a54c0da58f23d1909805033CAS |
Kausar R, Arshad M, Shahzad A, Komatsu S (2013) Proteomics analysis of sensitive and tolerant barley genotypes under drought stress. Amino Acids 44, 345–359.
| Proteomics analysis of sensitive and tolerant barley genotypes under drought stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhtFyitL0%3D&md5=e77a674f2144978bdb21e16079aa7deaCAS |
Koussevitzky S, Suzuki N, Huntington S, Armijo L, Sha W, Cortes D, Shulaev V, Mittler R (2008) Ascorbate peroxidase 1 plays a key role in the response of Arabidopsis thaliana to stress combination. The Journal of Biological Chemistry 283, 34197–34203.
| Ascorbate peroxidase 1 plays a key role in the response of Arabidopsis thaliana to stress combination.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXhsVelu7rN&md5=38523eec257e0b2947f7a0a6ef0e2442CAS |
Le DNR, Watanabe Y, Tanaka MSM, Yamaguchi-Shinozaki K, Shinozaki K, Tran L (2012) Differential gene expression in soybean leaf tissues at late developmental stages under drought stress revealed by genome-wide transcriptome analysis. PLoS One 7,
| Differential gene expression in soybean leaf tissues at late developmental stages under drought stress revealed by genome-wide transcriptome analysis.Crossref | GoogleScholarGoogle Scholar |
Messina M, Gleason C (2016) Evaluation of the potential antidepressant effects of soybean isoflavones. Menopause 23, 1348–1360.
| Evaluation of the potential antidepressant effects of soybean isoflavones.Crossref | GoogleScholarGoogle Scholar |
Mohammadi PP, Moieni A, Hiraga S, Komatsu S (2012a) Organ-specific proteomic analysis of drought-stressed soybean seedlings. Journal of Proteomics 75, 1906–1923.
| Organ-specific proteomic analysis of drought-stressed soybean seedlings.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38Xhs1Ght70%3D&md5=c3001f5bf163b1a53645eaf08a1dcdfeCAS |
Mohammadi PP, Moieni A, Komatsu S (2012b) Comparative proteome analysis of drought-sensitive and drought-tolerant rapeseed roots and their hybrid F1 line under drought stress. Amino Acids 43, 2137–2152.
| Comparative proteome analysis of drought-sensitive and drought-tolerant rapeseed roots and their hybrid F1 line under drought stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XhsFSqtbnJ&md5=a38812d1841e3f79aa86ec0a1cf308f5CAS |
Natarajan S, Xu C, Caperna TJ, Garrett WM (2005) Comparison of protein solubilization methods suitable for proteomic analysis of soybean seed proteins. Analytical Biochemistry 342, 214–220.
| Comparison of protein solubilization methods suitable for proteomic analysis of soybean seed proteins.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXlvVWrs7k%3D&md5=2d71720d0b330ae7f3d4386786ad3c1fCAS |
Nouri MZ, Komatsu S (2010) Comparative analysis of soybean plasma membrane proteins under osmotic stress using gel-based and LC MS/MS-based proteomics approaches. Proteomics 10, 1930–1945.
| Comparative analysis of soybean plasma membrane proteins under osmotic stress using gel-based and LC MS/MS-based proteomics approaches.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXmtVyltbs%3D&md5=0c601cbaf3971204a84c4eab510643f7CAS |
Oh M, Komatsu S (2015) Characterization of proteins in soybean roots under flooding and drought stresses. Journal of Proteomics 114, 161–181.
| Characterization of proteins in soybean roots under flooding and drought stresses.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2cXitVWhu77K&md5=6ecf7e3d13b07787903e23d2a6089c76CAS |
Ozsolak F, Milos PM (2011) RNA sequencing: advances, challenges and opportunities. Nature Reviews. Genetics 12, 87–98.
| RNA sequencing: advances, challenges and opportunities.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXmsVelsg%3D%3D&md5=531778a606a62c98240f830171b56fceCAS |
Parker R, Flowers TJ, Moore AL, Harpham NV (2006) An accurate and reproducible method for proteome profiling of the effects of salt stress in the rice leaf lamina. Journal of Experimental Botany 57, 1109–1118.
| An accurate and reproducible method for proteome profiling of the effects of salt stress in the rice leaf lamina.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28Xis1Gls7k%3D&md5=e6417368de1a848f915247428cfa50c4CAS |
Plaxton W (1996) The organization and regulation of plant glycolysis. Annual Review of Plant Biology 47, 185–214.
| The organization and regulation of plant glycolysis.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK28XjtlWgsbg%3D&md5=25fcecdc24b29fbbeacc9e3ad5ceafd0CAS |
Rai V (2002) Role of amino acids in plant responses to stresses. Biologia Plantarum 45, 481–487.
| Role of amino acids in plant responses to stresses.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38XotFyjur0%3D&md5=ada615911c11ea7fdddf69047db92b6fCAS |
Ricroch AE, Hénard-Damave M-C (2016) Next biotech plants: new traits, crops, developers and technologies for addressing global challenges. Critical Reviews in Biotechnology 36, 675–690.
Schmutz J, Cannon SB, Schlueter J, Ma J, Mitros T, Nelson W, Hyten DL, Song Q, Thelen JJ, Cheng J, Xu D, Hellsten U, May GD, Yu Y, Sakurai T, Umezawa T, Bhattacharyya MK, Sandhu D, Valliyodan B, Lindquist E, Peto M, Grant D, Shu S, Goodstein D, Barry K, Futrell-Griggs M, Abernathy B, Du J, Tian Z, Zhu L, Gill N, Joshi T, Libault M, Sethuraman A, Zhang XC, Shinozaki K, Nguyen HT, Wing RA, Cregan P, Specht J, Grimwood J, Rokhsar D, Stacey G, Shoemaker RC, Jackson SA (2010) Genome sequence of the palaeopolyploid soybean. Nature 463, 178–183.
| Genome sequence of the palaeopolyploid soybean.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXntVClsQ%3D%3D&md5=9863ad42d1783d54d7ff76277cc23f3eCAS |
Sečenji M, Hideg E, Bebes A, Györgyey J (2010) Transcriptional differences in gene families of the ascorbate-glutathione cycle in wheat during mild water deficit. Plant Cell Reports 29, 37–50.
| Transcriptional differences in gene families of the ascorbate-glutathione cycle in wheat during mild water deficit.Crossref | GoogleScholarGoogle Scholar |
Sieverding HL, Bailey LM, Hengen TJ, Clay DE, Stone JJ (2015) Meta-analysis of soybean-based biodiesel. Journal of Environmental Quality 44, 1038–1048.
| Meta-analysis of soybean-based biodiesel.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2MXht12qt7nK&md5=aac62d7e1be3ba2916dd0dcfe1617485CAS |
Simova-Stoilova L, Vaseva I, Grigorova B, Demirevska K, Feller U (2010) Proteolytic activity and cysteine protease expression in wheat leaves under severe soil drought and recovery. Plant Physiology and Biochemistry 48, 200–206.
| Proteolytic activity and cysteine protease expression in wheat leaves under severe soil drought and recovery.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXjtVCkt70%3D&md5=c5b70913c4372f18b84f16ae2de6f14dCAS |
Sun X, Luo X, Sun M, Chen C, Ding X, Wang X, Yang S, Yu Q, Jia B, Ji W, Cai H, Zhu Y (2014) A Glycine soja 14-3-3 protein GsGF14o participates in stomatal and root hair development and drought tolerance in Arabidopsis thaliana. Plant & Cell Physiology 55, 99–118.
| A Glycine soja 14-3-3 protein GsGF14o participates in stomatal and root hair development and drought tolerance in Arabidopsis thaliana.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC2cXlvFGruw%3D%3D&md5=bb41b8d05c8fc3258d0d2b890305f3daCAS |
Wang W, Vinocur B, Shoseyov O, Altman A (2004) Role of plant heat-shock proteins and molecular chaperones in the abiotic stress response. Trends in Plant Science 9, 244–252.
| Role of plant heat-shock proteins and molecular chaperones in the abiotic stress response.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXjvVemtbw%3D&md5=ed5465b20c35e2e3531600fd1eb4b83bCAS |
Witzel K, Weidner A, Surabhi GK, Borner A, Mock HP (2009) Salt stress-induced alterations in the root proteome of barley genotypes with contrasting response towards salinity. Journal of Experimental Botany 60, 3545–3557.
| Salt stress-induced alterations in the root proteome of barley genotypes with contrasting response towards salinity.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhtVWitrzF&md5=3686d0468bb98a9286c264f5a3f487ccCAS |
Xu X, Zeng LT, Vuong T, Wan J, Boerma R, Noe J, Li Z, Finnerty S, Pathan SM, Shannon JG, Nguyen H (2013) Pinpointing genes underlying the quantitative trait loci for root-knot nematode resistance in palaeopolyploid soybean by whole genome resequencing. Proceedings of the National Academy of Sciences of the United States of America 110, 13469–13474.
| Pinpointing genes underlying the quantitative trait loci for root-knot nematode resistance in palaeopolyploid soybean by whole genome resequencing.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXhtlCrtbrO&md5=3aa624f9176e1d2c7c56e7bade89f097CAS |
Xu L, Tang Y, Gao S, Su S, Hong L, Wang W, Fang Z, Li X, Ma J, Quan W, Sun H, Li X, Wang Y, Liao X, Gao J, Zhang F, Li L, Zhao C (2016) Comprehensive analyses of the annexin gene family in wheat. BMC Genomics 17, 415
| Comprehensive analyses of the annexin gene family in wheat.Crossref | GoogleScholarGoogle Scholar |
Yang A, Yu X, Zheng A, James AT (2016) Rebalance between 7S and 11S globulins in soybean seeds of differing protein content and 11SA4. Food Chemistry 210, 148–155.
| Rebalance between 7S and 11S globulins in soybean seeds of differing protein content and 11SA4.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC28XntVGhsrg%3D&md5=0761a5b1d1137231f95ea24dcae70d26CAS |
Yu X, James AT, Yang A, Jones A, Mendoza-Porras O, Bétrix CA, Ma H, Colgrave ML (2016) A comparative proteomic study of drought-tolerant and drought-sensitive soybean seedlings under drought stress. Crop & Pasture Science 67, 528–540.
| A comparative proteomic study of drought-tolerant and drought-sensitive soybean seedlings under drought stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC28XptVKlsL4%3D&md5=cd49531a8d19a06f7db6546cb061c439CAS |
Zagdańska B (1995) Energy metabolism in plants under water deficits. Acta Biochimica Polonica 42, 282–289.
Zhang M, Li G, Huang W, Bi T, Chen G, Tang Z, Su W, Sun W (2010) Proteomic study of Carissa spinarum in response to combined heat and drought stress. Proteomics 10, 3117–3129.
| Proteomic study of Carissa spinarum in response to combined heat and drought stress.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXhtV2gsb3J&md5=bdd968050ee0114ad3a74ed601725c51CAS |