ISSN: 2375-3773
International Journal of Agricultural Sciences and Natural Resources  
Manuscript Information
 
 
Comprehensive EST Based Analysis of Differentially Expressed Stress Genes/Factors in Comparative Mode Among Four Legumes
International Journal of Agricultural Sciences and Natural Resources
Vol.2 , No. 4, Publication Date: Aug. 20, 2015, Page: 113-134
1784 Views Since August 20, 2015, 966 Downloads Since Aug. 20, 2015
 
 
Authors
 
[1]    

Sabeen Fatma, Department of Bioinformatics, Faculty of Biological Engineering, Shobhit University, Meerut, India.

[2]    

Jitender Singh, College of Biotechnology, Sardar Vallabhbhai Patel University of Agriculture and Technology, Meerut, India.

[3]    

D. V. Rai, Department of Bioinformatics, Faculty of Biological Engineering, Shobhit University, Meerut, India.

[4]    

Mohd Uruj Jaleel, School of CS & IT, Singhania University, Jhunjhunu, Rajasthan, India.

 
Abstract
 

Background : Legume is one of the worldˈs most important crop, it is consumed worldwide and play a significant role in the economy of producing countries. Legume crop productivity is severely affected due to various stress factors both biotic and abiotic(e.g. drought, salinity, cold, ethylene temperature, kinase cascade) these stress factors both biotic and abiotic significantly impact the production of crop in response to these, plants activates a number of defense mechanism that function to increase tolerance in adverse conditions. Therefore tracking the candidate genes responsible for stress tolerance through sequence similarity and functional studies is becoming increasing important for breeding and will act as useful resource for comparative genomics and can be further used as molecular markers or for genetic transformation to develop desired. Thus, research initiatives have been launch to produce genomic and transcriptomic data about legumes species ( Cajanus cajanus, Cicer arietinum, Pisum sativum and Lens culinaris). Results: Assembling the ESTs of Cajanus cajanus, Cicer arietinum, Pisum sativum, Lens culinaris and by applying various bioinformatics tools, the detection of GC content through GC profile, prediction of ka/ks values using MEGA 5.0, identified legume genes under purifying and positive selection and phylogenetic relationship among various stress factors(biotic and abiotic) in four legume species. On these result we emphasize gene annotations and discuss various stress factors based on the categories defined. Conclusion: Identifying and mining genes involved in stress response represent a key step to unraveling and manipulating stress tolerance in legumes. Comparative analysis among the legumes within the same species and between species will enable us to identify species specific genes underlying stress response. Despite knowing that comparisons between these legumes species data should be carefully inspected, our initiative established possible transcriptome elements that could guide the legumes specific community in unraveling the molecular mechanism that distinguish these four extremely important legumes species. In addition, the annotation of legumes-specific/stress prominent genes adds new element to genomic initiatives that our searching for traits (factors) that could differentiate legume each species from other. We believe that such data are a valuable aid to the interpretation of legume development, providing insight that could help in legumes reading program and indicating potential targets for functional analysis and biotechnology products of such socially and economically important legume species.


Keywords
 

ESTs, Legumes, Abiotic, Biotic, GC Profile, ka and ks


Reference
 
[01]    

Aitken, A. (2006) 14-3-3 proteins: a historic overview. Semin. Cancer Biol. 16, 162–172.

[02]    

Ali Masoudi-Nejad, Koichiro Tonomura, Shuichi Kawashima, Yuki Moriya, Masanori Suzuki, Masumi Itoh, Minoru Kanehisa, Takashi Endo and Susumu Goto, EGassemb `CV1WFBler: online bioinformatics service for large-scale processing, clustering and assembling ESTs and genomic DNA fragments. Nucleic Acids Research, 2006, Vol. 34.

[03]    

Ariel, A.D., Manavella, P.A., Dezar, C.A. and Chan, R.C. (2007) The true story of the HD-Zip family. Trends Plant Sci., 12, 419–426.

[04]    

Ashraf M., Foolad M.R. (2007): Roles of glycine betaine and proline in improving plant abiotic stress resistance. Environmental and Experimental Botany, 59: 206–216.

[05]    

Ashraf M., Harris P.J.C., (2013). Photosynthesis under stressful environments, Photosynthetica. 51 (2): 163-190.

[06]    

Baker J, Steele C, LIII D (1988) Sequence and characterization of 6 Lea proteins and their genes from cotton. Plant Molecular Biology 11: 277–291.

[07]    

Bartel, D.,2001. Targeting detoxification pathways: An efficient approach to obtain plant with multiple stress tolerance?.Trends Plant. Sci 6,284-286.

[08]    

Benoît Ranty et al. (2006). Review Plant Calmodulins and Calmodulin-Related Proteins Multifaceted Relays to Decode Calcium Signals. Plant Signaling & Behavior 1:3, 96-104, May/June 2006]; ©2006 Landes Bioscience.

[09]    

Charu Lata and Manoj Prasad, Role of DREBs in regulation of abiotic stress responses in plants. Journal of Experimental Botany, Vol. 62, No. 14, pp. 4731–4748, 2011.

[10]    

Ciftci-Yilmaz, S and Mittler, 2008. The Zinc finger networks of plants. Cell Mol Life Sci. 65:1150-1160.

[11]    

Creelman RA, Mullet JE (1997) Biosynthesis and action of jasmonates in plants. Annu Rev Plant Physiol Plant Mol Biol 48: 355–381.

[12]    

Cushman JC, Meyer G, Michalowski CB, Schmitt JM, Bohnert HJ: Saltstress leads to differential expression of two isogenes ofphosphoenolpyruvate carboxylase during Crassulacean acidmetabolism induction in the common ice plant. Plant cell 1989, 7:715-725.

[13]    

De Smet I, Voss U, Lau S, et al. 2010. Unraveling the evolution of auxin signaling. Plant Physiology 155: 209–221.

[14]    

Devoto A, Muskett PR, Shirasu K (2003) Role of ubiquitination in the regulation of plant defence against pathogens. Curr Opin Plant Biol 6: 307–311.

[15]    

Dhawan R, Luo HL, FoersterAM, Abuqamar S, Du HN, Briggs SD, Mittelsten Scheid O, Mengiste T (2009) HISTONE MONOUBIQUITINATION1 interacts with a subunit of the mediator complex and regulates defense against necrotrophic fungal pathogens in Arabidopsis. Plant Cell 21: 1000–1019.

[16]    

Douce R, Bourguignon J, Neuburger M, Rebeille F. 2001. The glycine decarboxylase system: a fascinating complex. Trends in Plant Science 6, 167±176.

[17]    

Doyle JJ, Luckow MA (2003) The rest of the iceberg. Legume diversity and evolution in a phylogenetic context. Plant Physiol 131(900):910.

[18]    

Dubos, C., Stracke, R., Grotewold, E., Weisshaar, B., Martin, C., and Lepiniec, L. (2010). MYB transcription factors in Arabidopsis. Trends Plant Sci. 15: 573–581.

[19]    

El-Enany A.E,Morsy F and Dief N IMPACT OF WATER STRESS ON GROWTH CRITERIA AND ALCOHOL DEHYDROGENASE ACTIVITY OF THREE LEGUME PLANTS. Minia Science Bulletin Volume 25 (1), pp. 29-51, 2014.

[20]    

Feng Gao and Chun-Ting Zhang, GC-Profile: a web-based tool for visualizing and analyzing the variation of GC content in genomic sequences. Nucleic Acids Research, 2006, Vol. 34, W686–W691.

[21]    

Fleury D, Himanen K, Cnops G, Nelissen H, Boccardi TM, Maere S, Beemster GT, Neyt P, Anami S, Robles P, et al (2007) The Arabidopsis thaliana homolog of yeast BRE1 has a function in cell cycle regulation during early leaf and root growth. Plant Cell 19: 417–432.

[22]    

Fowler S, Thomashow MF. 2002. Arabidopsis transcriptome profiling indicates that multiple regulatory pathways are activated during cold acclimation in addition to the CBF cold response pathway. The Plant Cell 14, 1675–1690.

[23]    

Fuentes S.I., Allen D.J., Ortiz-López A. & Hernández G. (2001) Over-expression of cytosolic glutamine synthetase increases photosynthesis and growth at low nitrogen concentrations. Journal of Experimental Botany 52, 1071–1081.

[24]    

Gupta, S.C., Sharma, A., Mishra, M., Mishra, R., Chowdhuri, D.K., 2010. Heat shock proteins in toxicology: how close and how far? Life Sci. 86, 377–384.

[25]    

Heineke D, Bykova N, GardestroÈm P, Bauwe H. 2001. Metabolic response of potato plants to an antisense reduction of the Pprotein of glycine decarboxylase. Planta 212, 880±887.

[26]    

Hu, M., Pei, B.L., Zhang, L.F. and Li, Y.Z., 2014. Histone H2B Monoubiquitination Is Involved in Regulating the Dynamics of Microtubules during the Defense Response to Verticillium dahliae Toxins in Arabidopsis. Plant Physiology,164,1857–1865.

[27]    

Hurst, L.D., 2002. The Ka/Ks ratio: diagnosing the form of sequence evolution. Trends. Genet. 02, 02722-1.

[28]    

Jahn, T. et al. (1997) The 14-3-3 protein interacts directly with the C-terminal region of the plant plasma membrane H+-ATPase. Plant Cell 9, 1805–1814.

[29]    

Javot, H., and Maurel, C. 2002. The role of aquaporins in root water uptake. Ann. Bot. 90:301-313.

[30]    

Johnson J.R, Cobb B.G., Drew M.C., (1994).Hypoxic induction of anoxia tolerance in roots of Zea mays, Plant Physiol. 105 :61-67.

[31]    

Jonak C, Kiegerl S, Ligterink W, Barker PJ, Huskisson NS, Hirt H. 1996. Stress signalling in plants: A mitogen-activated protein kinase pathway is activated by cold and drought. Proceedings of the National Academy of Sciences, USA 93, 11274–11279.

[32]    

Journet EP, Neuburger M, Douce R (1981) Role of glutamate-oxaloacetate transaminase and malate dehydrogenase in the regeneration of NAD for glycine oxidation by spinach leaf mitochondria. Plant Physiol 67: 467–469.

[33]    

Karlova R, Boeren S, Russinova E, Aker J, Vervoort J, de Vries S (2006) The Arabidopsis somatic embryogenesis receptor-like kinase1 protein complex includes brassinosteroid-insensitive. Plant Cell 18: 625–638.

[34]    

Kim J.M., To T.K., Ishida J., Morosawa T., Kawashima M., Matsui A., Toyoda T., Kimura H., Shinozaki K. & Seki M. (2008) Alterations of lysine modifications on the histone H3 N-tail under drought stress conditions in Arabidopsis thaliana. Plant CellPhysiology 49, 1580–1588.

[35]    

Laxalt A, Munnik T. Phospholipid signaling in plant defence. Curr Opin Plant Biol 2002; 5:332-8.

[36]    

Laxalt AM, Cassia RO, Sanllorenti PM, Madrid EA, Andreu AB, Daleo GR, Conde RD, Lamattina L: Accumulation of cytosolic glyceraldehyde-3-phosphate dehydrogenase RNA under biologicalstress conditions and elicitor treatments in potato. Plant MolBiol 1996, 30:961-972.

[37]    

Lehmann S, Funck D, Szabados L, Rentsch D (2010) Proline metabolism and transport in plant development. Amino Acid. 39(4):949-962.

[38]    

Ligterink W, Hirt H. 2001. Mitogen-activated protein (MAP) kinase pathways in plants: versatile signalling tools. International Review of Cytology 201, 209–215.

[39]    

Marques MC, Alonso-Cantabrana H, Forment J, Arribas R, Alamar S, Conejero V, Perez-Amador MA: A new set of ESTs and cDNA clones from full-length and normalized libraries for gene discovery and functional characterization in citrus. BMC Genomics 2009, 10:428.

[40]    

Mascarenhas, J.P., 1993 Molecularm mechanisms of pollen tube growth and differentiation. Plant Cell 5: 1303-1314.

[41]    

Maurel, C., Verdoucq, L., Luu, D. T., and Santoni, V. 2008. Plant aquaporins: Membrane channels with multiple integrated functions. Annu. Rev. Plant Biol. 59:595-624.

[42]    

Meagher, B., 1991 Divergence and differential expression of actin gene families in higher plants. Int. Rev. Cytol. 125 139-163.

[43]    

Miyata, T., T. Yasunaga, and T. Nishida. 1980. Nucleotide sequence divergence and functional constraint in mRNA evolution. Proc. Natl. Acad. Sci. USA 77:7328–7332.

[44]    

Morimoto, R.I., Santoro, M.G., 1998. Stress-inducible responses and heat shock proteins: new pharmacologic targets for cytoprotection. Nat. Biotechnol. 16, 833–838.

[45]    

Munnik T, Testerink C. Plant phospholipid signaling: “in a nutshell”. J Lipid Res 2009; 50:260-5.

[46]    

Nekrutenko, A., Makova, K. D. and Li, W.H., 2002. The Ka/Ks ratio test for assessing the protein-coding potential of genomic regions: an empirical and simulation study. Genome Res. 12, 198–202.

[47]    

Pashley CH, Ellis JR, McCauley DE, Burke JM: EST databases as a source for molecular markers: lessons from Helianthus. Journalof Heredity 2006, 97(4):381-388.

[48]    

Pavlíková D., Pavlík M., Staszkova L., Motyka V., Száková J., Tlustoš P., Balík J. (2008): Glutamate kinase as a potential biomarker of heavy metal stress in plants. Ecotoxicology and Environmental Safety, 70: 223–230.

[49]    

Pruitt KD, Tatusova T, Maglott DR: NCBI reference sequences (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins. Nucleic Acids Res 2007, 35 Database: D61-65.

[50]    

Punta M, Coggill PC, Eberhardt RY, Mistry J, Tate J, Boursnell C, Pang N, Forslund K, Ceric G, Clements J, et al: The Pfam protein families database. Nucleic Acids Res 2012, 40 Database: D290-301.

[51]    

Rawyler A., Arpagaus S., Braendle R., (2002). Impact of oxygen stress and energy availability on membrane stability of plant cells. Ann. Bot. 90: 499- 507.

[52]    

Roberts, M.R. (2000) Regulatory 14-3-3 protein–protein interactions in plant cells. Curr. Opin. Plant Biol. 3, 400–405.

[53]    

Robinson MJ, Cobb MH. 1997. Mitogen-activated protein kinase pathways. Current Opinion in Cell Biology 9, 180–186.

[54]    

Roth C, Liberles DA: A systematic search for positive selection in higher plants (Embryophytes). BMC Plant Biol 2006, 6:12.

[55]    

Rushton PJ, Somssich IE, Ringler P, Shen QJ. 2010. WRKY transcription factors. Trends in Plant Science 15, 247–258.

[56]    

Russell RA, Sachs MM (1989) Differential expression and sequence analysis of the maize glyceraldehydes 3-phosphate dehydrogenase gene faxnily. Plant Cell 1: 793-803.

[57]    

Schmitz RJ, Tamada Y, Doyle MR, Zhang XY, Amasino RM (2009) Histone H2B deubiquitination is required for transcriptional activation of FLOWERING LOCUS C and for proper control of flowering in Arabidopsis. Plant Physiol 149: 1196–1204.

[58]    

Sels J, Mathys J, De Coninck BM, Cammue BP, De Bolle MF: Plant pathogenesis-related (PR) proteins: a focus on PR peptides. Plant Physiol Biochem 2008, 46(11):941-950.

[59]    

Seo S, Okamoto M, Seto H, Ishizuka K, Sano H, Ohashi Y. 1995. Tobacco MAPK kinase: a possible mediator in wound signal transduction pathways. Science 270, 1988–1992.

[60]    

Siedow JN (1991) Plant lipoxygenase: structure and function. Annu Rev Plant Physiol Plant Mol Biol 42: 145–188.

[61]    

Somerville CR. 2001. An early Arabidopsis demonstration resolving a few issues concerning photorespiration. Plant Physiology 125, 20±24.

[62]    

Stirnberg P, Zhao S,Williamson L,Ward S, Leyser O. 2012. FHY3 promotes shoot branching and stress tolerance in Arabidopsis in an AXR1-dependent manner. Plant Journal 71: 907–920.

[63]    

Stukenbrock EH, McDonald BA: Population genetics of fungal and oomycete effectors involved in gene-for-gene interactions. Mol Plant Microbe Interact 2009, 22(4):371-380.

[64]    

Tamura,K.,Peterson,D.,Peterson,N., Stecher,G.,Nei,M.,andKumar, S. (2011).MEGA5:molecular evolutionary genetics analysis usingmaximum likely hood, evolutionarydistance, and maximum parsimonymethods. Mol. Biol.Evol. 28, 2731–2739.doi: 10.1093/molbev/msr121.

[65]    

Timperio, A.M., Egidi, M.G., Zolla, L., 2008. Proteomics applied on plant abiotic stresses: role of heat shock proteins (HSP). J. Proteomics 71, 391–411.

[66]    

Ting-Wen Chen, Ruei-Chi Richie Gan, Timothy H Wu4, Po-Jung Huang, Cheng-Yang Lee, Yi-Ywan M Chen, Che-Chun Chen, Petrus Tang FastAnnotator- an efficient transcript annotation web tool. BMC Genomics 2012.

[67]    

Tripp, J., Mishra, S.K., Scharf, K.-D., 2009. Functional dissection of the cytosolic chaperone network in tomato mesophyll protoplasts. Plant Cell Environ. 32, 123–133.

[68]    

Trujillo M, Shirasu K (2010) Ubiquitination in plant immunity. Curr Opin Plant Biol 13: 402–408.

[69]    

Urao, T., Yamaguchi-Shinozaki, K., Urao, S., and Shinozaki, K. (1993). An Arabidopsis myb homolog is induced by dehydration stress and its gene product binds to the conserved MYB recognition sequence. Plant Cell 5: 1529–1539.

[70]    

Van Loon LC, Rep M, Pieterse CM: Significance of inducible defenserelated proteins in infected plants. Annu Rev Phytopathol 2006, 44:135-162.

[71]    

Varshney RK et al. Trends Plant Sci. 2005 10: 621 [PMID: 16290213]

[72]    

Wahid, A., Gelani, S., Ashraf, M., Foolad, M.R., 2007. Heat tolerance in plants: an overview. Environ. Exp. Bot. 61, 199–223.

[73]    

Williams, E. J. D., and L. D. Hurst. 2002. Is the synonymous substitution rate in mammals gene-specific? Mol. Biol. Evol. 19:1395–1398.

[74]    

Xu L, Ménard R, Berr A, Fuchs J, Cognat V,Meyer D, Shen WH (2009) The E2 ubiquitin-conjugating enzymes, AtUBC1 and AtUBC2, play redundant roles and are involved in activation of FLC expression and repression of flowering in Arabidopsis thaliana. Plant J 57: 279–288.

[75]    

Yang Y, Kwon H-B, Peng H-P, Shih M-C (1993) Stre!is responses and metabolic regulation of glyceraldehyde-3-phosphate dehydrogenase genes in Arabidopsis. Plant Physiol 101: 209-216.

[76]    

Yang Z, Bielawski JP: Statistical methods for detecting molecular adaptation. Trends Ecol Evol 2000, 15(12):496-503.

[77]    

Yasuda H, Nakajima M, Ito T, Ohwada T, Masuda H: Partial characterization of genes whose transcripts accumulate preferentially in cell clusters at the earliest stage of carrot somatic embryogenesis. Plant Mol Biol 2001, 45(6):705-712.

[78]    

Yoshida, A., et al.,1998. Human aldehyde dehydrogenase family. Eur.J. Biochem.51,549-557.

[79]    

Zhang S, Klessig DF. 1998. The tobacco wounding-activated mitogen-activated protein kinase is encoded by SIMK. Proceedings of the National Academy of Sciences, USA 95, 7225–7230.

[80]    

Zhang XS, Choi JH (2001) Molecular evolution of calmodulin-like domain protein kinases (CDPKs) in plants and protists. J Mol Evol 53: 214–224.

[81]    

ZhangQ, Li J,ZhangW, et al. 2012.The putative auxin efflux carrier OsPIN3t is involved in the drought stress response and drought tolerance. Plant Journal 72: 805–816.





 
  Join Us
 
  Join as Reviewer
 
  Join Editorial Board
 
share:
 
 
Submission
 
 
Membership