(cid:1)(cid:2)(cid:3)(cid:4)(cid:5)(cid:6)(cid:2)(cid:7)(cid:8)(cid:9)(cid:10)(cid:11)(cid:7)(cid:12)(cid:10)(cid:13)(cid:13)(cid:2)(cid:14)(cid:15)(cid:10)(cid:16)(cid:6)(cid:14)(cid:2)(cid:13)(cid:2)(cid:8)(cid:17)(cid:18)(cid:8)(cid:17)(cid:9) (cid:19)(cid:8)(cid:18)(cid:20)(cid:14)(cid:3)(cid:18)(cid:4)(cid:14)(cid:2)(cid:2)(cid:7)(cid:4)(cid:18)(cid:8)(cid:14)(cid:17)(cid:21)(cid:12) (cid:1) (cid:14)(cid:20)(cid:17)(cid:7)(cid:22)(cid:14)(cid:2)(cid:2)(cid:7)(cid:5)(cid:18)(cid:3)(cid:2)(cid:7)(cid:17) j 993 (cid:23)(cid:6)(cid:18)(cid:7)(cid:2)(cid:4)(cid:14)(cid:2)(cid:2)(cid:7)(cid:4)(cid:18)(cid:8)(cid:14)(cid:17)(cid:21)(cid:12) 1 (cid:17)(cid:10)(cid:4)(cid:20)(cid:23)(cid:3)(cid:21)(cid:6)(cid:24)(cid:20)(cid:2)(cid:3)(cid:17)(cid:9) (cid:1) 2 (cid:25)(cid:7)(cid:2)(cid:22)(cid:14)(cid:2)(cid:2)(cid:7)(cid:5)(cid:18)(cid:3)(cid:2)(cid:7)(cid:17) 3 (cid:1)(cid:10)(cid:18)(cid:7)(cid:12)(cid:1)(cid:10)(cid:18)(cid:3)(cid:26)(cid:27) (cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28) 4 (cid:29)(cid:8)(cid:9)(cid:17)(cid:10)(cid:18)(cid:3)(cid:2)(cid:7)(cid:12)(cid:30)(cid:7)(cid:8)(cid:4)(cid:20)(cid:7)(cid:17)(cid:27) (cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28)(cid:28) 5 6 7 39 8 9 Grain Legumes (Soybean, Chickpea, and Peanut): Omics 10 Approaches to Enhance Abiotic Stress Tolerance 11 12 Q1 D.SrinivasReddy,PoojaBhatnagar-Mathur,VincentVadez,andKiranK.Sharma 13 14 Legumes rank third in world crop production, and abiotic stress is the major 15 constrainttocropproductivity.Biotechnologicalapplicationsincludingallomics 16 havebeenthedirectandpotentialapproachesforimprovingabioticstresstolerance 17 ingrainlegumesandrequiresknowledgeofstressresponseatmolecularlevel,which 18 includes gene expression to protein or metabolite and its phenotypic effects. 19 Genome-wideexpressionprofilingstudieshavebeencarriedoutinthelegumesto 20 identifythecandidategenesandregulatorynetworksamongabioticstressresponses. 21 Among the grain legumes, although soybean has been more intensively studied, 22 more recently, sensitive and tolerant varieties of chickpea and peanut have been 23 characterized under abiotic stress conditions. Nevertheless, proteomic studies in 24 response to abiotic stress in legumes are still very limited with only Medicago 25 truncatula andsoybean proteinreferencemaps available. SomeofthemajorQTL 26 controllingabioticstresstoleranceinlegumeshavebeenmappedforamajorQTLfor 27 salttoleranceinsoybeananddroughttolerance-relatedtraitsinpeanut.Although, 28 Agrobacterium-mediated gene transfer has been reported in all the major legume 29 crops,sofaronlyonelegume,thatis,soybean,hasbeencommercialized.Transgenic 30 technologiesforimprovedabioticstresstoleranceinvolvingregulatorygeneshave 31 proved more efficient than using single or multiple functional genes involved in 32 stresstolerance.Hence,thecurrentadvancesinomicstechnologiesandavailability 33 of the genome sequences of model legumes and soybean offer great potential to 34 improvethestresstoleranceofthelegumecrops.Thischapterattemptstoprovidea 35 detaileddiscussionaboutthedifferentomicsapproachesandtheirapplicationsfor 36 abioticstressresearchonmajorlegumes. 37 38 39 40 39.1 41 Introduction 42 43 Legumesrepresentthemostutilizedplantfamilywith20000speciesandareamong 44 the most important crops worldwide, having major impacts on agriculture, the 45 ImprovingCropResistancetoAbioticStress,FirstEdition. EditedbyNarendraTuteja,SarvajeetSinghGill,AntonioF.Tiburcio,andRenuTuteja (cid:1)2012Wiley-VCHVerlagGmbH&Co.KGaA.Published2012byWiley-VCHVerlagGmbH&Co.KGaA. j 994 39 GrainLegumes(Soybean,Chickpea,andPeanut):OmicsApproachestoEnhanceAbioticStress 1 environment, and human/animal nutrition and health [1]. Legumes rank third 2 behind cereals and oilseeds in world production [2] that accounts for 27% of the 3 worldsprimarycropproduction[1].Grainlegumesconstituteanimportantdietary 4 constituentforhumansandanimalsandthesealonecontribute33%ofthedietary 5 protein nitrogen (N) needs of humans [3] besides being a source of income and 6 livestockfeed.Theseperfectlymatchtherequirementsofsmall-scale,low-income 7 farmersinthedevelopingcountrieswheretheyaccountedfor61.3millionhectaresin 8 2002,comparedto8.5millionhectaresindevelopedcountries[2].Inorderofrank, 9 commonbeans(Phaseolusspp.),pea(PisumsativumL.),chickpea(CicerarietinumL.), 10 broadbean(ViciafabaL.),pigeonpea(CajanuscajanL.),cowpea(Vignaunguiculata 11 L.), and lentil (Lens esculentum L.) constitute the primary dietary legumes [4]. 12 Moreover, grain legumes, predominantly soybean (Glycine max L.) and peanut 13 (ArachishypogeaeL.),arealsoamajorsourceforvegetableoil,providingmorethan 14 35%oftheworldsprocessedvegetableoil. 15 Abioticstressisthemajorconstrainttocropproductivityinthesemiaridtropics 16 (SAT)thatincludepartsof55developingcountries,populatedbyabout1.4billion 17 people,wheregrainlegumesaremainlycultivated.Abioticstress,whichincludes 18 multiplestressessuchasdrought,salinity,waterlogging,hightemperature,chilling, 19 andsoonaretheprimarycausesofcroplossesworldwide,reducingaverageyieldsfor 20 mostmajorcropplantsbyover50%[5,6].Only10%oftheglobalarablelandcanbe 21 classifiedunderthenonstresscategory,whichimpliesthatcropsgrownontheother 22 90%ofarablelandsexperienceoneormoreenvironmentalstresses[7].Furthermore, 23 crops under abiotic stress are usually more susceptible to weeds, insects, and 24 diseases,whichconsiderablyincreasethelosses[8]. 25 The grain legumes constitute important food and oilseed crops of the SAT, are 26 mostly grown in low-input, rain-fed agriculture, and suffer from drought due to 27 insufficient, untimely, and erratic rainfall in these climates that becomes major 28 constraintstocropproductivity.Severaloftheabioticstressesassociatedwithlegume 29 crops also directly affect symbiotic interactions and therefore limit their growth. 30 Waterdeficitscontinuetobethemajorabioticfactorthataffectcropyieldsglobally[9] 31 andarelikelytoworsenwiththeprojectedrapidexpansionofwater-stressedareasof 32 theworldencompassing3billionpeopleby2030[10].Moreover,inlegumessuchas 33 peanut (A. hypogaea), Brazil nuts (Bertholletia excelsa), and faba bean (V. faba), 34 aflatoxin contamination is a common occurrence during preharvest drought 35 stress[11,12].Inadditiontodrought,soilsalinityisanothermajorproblemaffecting 36 the total nitrogen uptake and soil nitrogen contribution [13] resulting in reduced 37 yields. Hence, there is a crucial need to increase the abiotic stress tolerance in 38 legumes,whichisamajorchallengeincropimprovementprogramsforenhancing 39 yield stability. Although conventional plant breeding and enhanced management 40 strategieshaveaddressedseveralconstraintsthatlimitcropproductivityorquality, 41 therearesituationswheretheexistinggeneticresourceslacktherequiredtraits.Yield 42 lossesduetoconstraintslikedroughtarehighlyvariableinnaturedependingonthe 43 stress timing, intensity, and duration. Moreover, location-specific environmental 44 stressfactorssuchashighirradianceandtemperaturemakebreedingfordrought 45 j 39.2 OMICSinLegumesandAbioticStress 995 1 tolerancedifficultthroughconventionalapproaches.Cutting-edge,knowledge-based 2 breedingpracticescomplementedadequatelybygenomicsandgenetictransforma- 3 tiontechnologiescouldleadtosimplerandmoreeffectivegene-basedapproachfor 4 improvingabioticstresstoleranceinthegrainlegumes.Applicationofbiotechno- 5 logicalapproacheshasapotentialtocontributeefficientlytosolveorreducethese 6 problems in the grain legumes, thereby contributing to sustainable agriculture, 7 especiallyintheSAT. 8 9 10 39.2 11 OMICSinLegumesandAbioticStress 12 13 Biotechnologicalapproachessuchastissuesculture,invitromutagenesis,marker- 14 assisted breeding, and genetic transformation can speed up and overcome major 15 bottlenecksofclassicalplantbreedingduetothelackofnaturalsourcesofresistance 16 and sexual incompatibility. However, successful application of biotechnology to 17 abioticconstraintsrequiresagoodbiologicalknowledgeofboththetargetspecies 18 and the mechanisms underlying tolerance to these stresses. Mechanisms of 19 responsestostresscanbemeasuredatmanydifferentlevelsfromthewholeplant 20 tothemolecularlevel.Thetype,length,andseverityofthestresshavemoreinfluence 21 on the plant response to stress [14]. Since responses are controlled by the plant 22 genome,recenteffortshavefocusedonthemolecularresponseoftheplanttowater 23 deficits[15].Untilafewyears,theresearchonplantstressresponseswasfocusedon 24 model plants such as Arabidopsis, and not much work was done on the legumes. 25 However,sincesubstantialsimilaritiesexistbetweenthetwocrops,theknowledgeon 26 stress responses of Arabidopsis were used as source of information for legume 27 research. Nevertheless, there are also significant fundamental differences like all 28 physiological processes that differ and must be exploited to unravel the specific 29 mechanismsinvolvedinabioticstresstoleranceinthelegumes[16].Sincethelarge 30 genomesizeandthepolyploidyofsomelegumeshavehamperedthisgoal,recent 31 progressinlegumebiologyhasbeengreatlyenhancedbythedevelopmentofmodel 32 systemstoinvestigatethegeneticsofnodulationandotherimportantprocessessuch 33 asresistanceortolerancetostresses.Thetwomodellegume plantsystems,Lotus 34 japonicusandMedicagotruncatula,duetotheirsmallanddiploidgenomes,autog- 35 amousnature,shortgenerationtimes,andprolificseedproductionweretheobvious 36 choices[17,18].Sincethen,powerfulgeneticandgenomictoolshavebeendeveloped 37 that include genome sequencing [19],isolation ofexpressed sequence tags (ESTs) 38 [20, 21], and establishment of genetic and physical maps for each model species 39 [22,23].Theincreasingwealthofgeneticandgenomicdataandthehighdegreeof 40 syntenybetweenlegumegenomes[24,25]makethesetwospeciesvaluablemodels 41 for the molecular genetic study of the biotic and abiotic constraints that hamper 42 legume crop yields. Furthermore, the soybean genome sequence and the high 43 synteny between soybean and the model legumes have a potential to facilitate 44 positionalcloningandothergeneticproceduresforthesestudies. 45 j 996 39 GrainLegumes(Soybean,Chickpea,andPeanut):OmicsApproachestoEnhanceAbioticStress 1 While sequence information is invaluable and a necessary starting point, it is 2 insufficient to answer questions concerning gene function, regulatory networks, 3 and the biochemical pathways activated in response to stresses. To address these 4 questions,morecomprehensiveapproaches,includingquantitativeandqualitative 5 analysesofgeneexpressionproductsarenecessaryatthetranscriptomic,proteomic, 6 andmetabolomiclevels.Thiscomprehensiveknowledgeaboutthegenesinvolved 7 in stress response and tolerance will further allow a more precise use of marker- 8 assistedselection(MAS)andtransgenics[7].Sincetheomicsinvolvesgenomics 9 andfunctionalgenomics,geneticengineering,transcriptomeprofiling,proteomics, 10 and metabolomics describing an organisms genome contribution to its overall 11 phenotype, the recent progress made in these areas has considerably contributed 12 tobetterunderstandingofthemolecularandgeneticbasisofstressresponsethat 13 hasbeenanimportantbottleneckformolecularandtransgenicbreeding.Sofar,a 14 significant progress has been made in research on the abiotic stress tolerance of 15 major legumes including soybean, chickpea, and peanut as discussed in the 16 followingsections. 17 18 19 39.3 20 TranscriptOMICS 21 22 A eukaryotic cell contains (cid:2)15000–30000 distinct mRNAs with a prevalence 23 ranging from one to several thousands in a total mass of (cid:2)100000 mRNAs [26]. 24 About50%ofthetranscriptpopulationismadeupofarelativelysmallnumber(some 25 hundreds) of abundant transcripts representing only 1% of the different mRNA 26 species, and the other half contains the rare mRNAs [27]. The set of all the 27 messengerRNAs(mRNAs)inacell/tissue/organismisreferredtoasthetranscrip- 28 tomeandinvestigationofpopulationsofmRNAsisthuscalledtranscriptomics. 29 A genome-wide expression profiling is a powerful tool for studying genes 30 involved in various biological phenomena, identifying the candidate genes, and 31 revealing the molecular crosstalk of gene regulatory networks among abiotic 32 stressresponses. 33 Plantsundergoingabioticstressesingeneralfacedehydrationatthecellularlevel 34 andhencealmost50%ofthegenesactivatedbythesestressesincludingdrought, 35 salinity,orABAtreatmentarecommon.Cellularwaterdeficitinaplantstresstriggers 36 many changes in gene expression that in turn define its response to a particular 37 environmental condition. The induced genes in response to cellular water deficit 38 stress constitute different functional categories such as metabolism, transport, 39 signaling, transcription, hydrophilic proteins, and the unknown, including the 40 repressionofgenesinvolvedinplantgrowthanddevelopment,suchasphotosyn- 41 thesis-relatedgenes.Broadly,thegenesrespondingtoabioticstresscanbecatego- 42 rizedintotwoclassesbasedontheirresponseintermsoftimescaleorbasedontheir 43 involvement in tolerance; some respond immediately within seconds or minutes, 44 while others respond later,in hours,days, oreven weeks [28]. This allows for the 45 speculation that the early responsive genes may provide initial protection and j 39.3 TranscriptOMICS 997 1 regulate gene expression by being involved in amplification of signals and signal 2 transduction.Theseincludevariousproteinkinasesandgenesencodingtranscrip- 3 tionfactors,whereasthegenesthatrespondlatermaybeinvolvedinadaptationto 4 stressconditions,suchasheatshockproteins,LEAproteins,ROSscavengerproteins, 5 andsoon[14,28]. 6 The genomic approaches allow changes induced by abiotic stresses on a global 7 scaletobeanalyzedatthelevelofthewholeorganism.Muchmoreextensivegene 8 expressionstudieshavebeenperformedinArabidopsis,andtheresultingknowledge 9 canalsobeusedinlegumesthroughcomparativegenomics.Forexample,Ishitani 10 etal.[29]selected100–200genesfromtheArabidopsisdatabaseandshowedthatat 11 least3DREB-likegenes,thoughttobekeytranscriptionalregulatorsofdroughtand/ 12 orcoldtolerance,werepresentincommonbean.Similarly,inArabidopsis,analysisof 13 thetranscriptomechangesoccurringduringcold,drought,andsaltstressinasurvey 14 of7000genesshowedasharedresponseforamajorityofcoldanddroughtstress- 15 regulatedgenes,supportingthehypothesisthatacommonsetofsignaltransduction 16 pathways are triggered during different stress responses [30]. Around 11% of the 17 stress-inducible genes are potential transcription factors further confirming the 18 relevanceofgeneregulationinstressadaptation[31]. 19 The Arabidopsis model is likely to be very different from legumes in terms of 20 responses to stress in relation to grain filling, nitrogen utilization, fixation, and 21 transport, root architecture, and interactions, all physiological processes that are 22 fundamentally different in legumes. Hence, the usefulness of developing a 23 legume model has become increasingly relevant in recent years. Moreover, the 24 inductionofgeneexpressionbyenvironmentalstressmustbeexploitedtounravel 25 mechanisms dealing with abiotic stress tolerance in the agriculturally important 26 grainlegumes.Inlegumes,thegeneexpressionpatternsfollowing bioticstresses 27 have been more extensively studied than those following abiotic stresses. With 28 respecttoabioticstress,geneexpressionanalyseshavebeenmainlybasedonstudies 29 withclonedgenes[32].Significantprogressisbeingmadeatthegeneticandgenomic 30 levels using the model legume M. truncatula through macro- and microarray 31 analysis,reversegenetics,genomesequencing,andotherhigh-throughputtechni- 32 ques[33,34].Theanalysisofalmost200000ESTsofM.truncatula,isolatedfrom 33 many different libraries constructed from diverse stages and treatments, was 34 facilitated by searchable databases such as MtDB2 [35] and the TIGR Gene Index 35 (http://www.tigr.org). 36 Theadventofnext-generationsequencingplatforms[36],mostrecentlythethird 37 generation (also called next–next generation or NGS) sequencing systems will 38 enable plant genome to be sequenced within hours. The NGS approaches allow 39 decipheringthecellstranscriptsonthesequencelevel,whichwilltrulyrevolutionize 40 the research of organisms that are not now in line for genomic sequencing. This 41 approachcouldcircumventtheproblemsposedbyextremelylargegenomessuchas 42 legumes. The next-generation sequencing not only is a dramatic advance over 43 capillary-basedsequencingbutalsopresentssignificantchallengesinassemblyand 44 sequenceaccuracyduetoshortreadlengths,method-specificsequencingerrors,and 45 theabsenceofphysicalclones.However,thepromiseofmuchlowersequencingcost j 998 39 GrainLegumes(Soybean,Chickpea,andPeanut):OmicsApproachestoEnhanceAbioticStress 1 withthenowprovenconceptofnext-generationexpressedsequencetagsequencing 2 will allow assessment of plant genomes at least at the functional level [37]. At 3 ICRISAT,theseNGSapproaches arebeing usedtodevelopEST-basedmarkersto 4 maptheQTLforstressresponseingrainlegumes.Recentreportshavealsoshown 5 thattranscriptomictoolsareagoodoptionforlegumebreedingtoenvironmental 6 stressesasdiscussedinthenextsections. 7 8 9 39.3.1 10 Soybean 11 12 Amongthegrainlegumes,soybeanhasbeenmoreintensivelystudiedandaccording 13 tothelegumeinformationsystemdata,over1.3millionESTsweredevelopedfrom 14 differentcDNAlibraries,whichisthelargestinnumberamongtheindividualgrain 15 legumeESTs.TheavailabilityofalargenumberofESTandBACsequencesfacilitated 16 thediscoveryofnewSNPandSSRmarkersinsoybeantowardtheconstructionof 17 high-resolutiongeneticmaps.Besides,usingamodifiedcDNA-AFLPtechniquein 18 soybean,140differentiallyexpressedcDNAfragmentswereobtainedbycomparing 19 controlandisoosmotictreatedplantswheresomeoftheresponsivegenesencoded 20 foriontransporters,transcriptionfactors(TFs),andredoxenzymes[38]. 21 22 39.3.2 23 Chickpea 24 25 Chickpea is the most important food legume of semiarid tropics (SAT) and taxo- 26 nomically one of the closest crops to the model legume Medicago. Sensitive 27 and tolerant varieties of chickpea have been characterized under abiotic stress 28 conditions,althoughverylittleisknownaboutthegenesinvolvedintheseresponses. 29 However,thecharacterizationofgenesinvolvedinthedifferentialbehaviorofthese 30 cultivars may constitute a good basis to extrapolate these results to other grain 31 legumes. Five differentially expressed cDNAs were identified using differential 32 display reverse transcriptase PCR (DDRT-PCR) under drought conditions with 33 drought-tolerant cv. ICCV2 and drought-susceptible cv. ILC3279 of chickpea [39]. 34 Moreover,319uniqueESTsavailablefromdifferentlibrarieshavebeenanalyzedfor 35 differencesintranscriptprofilingduringdroughtstresstreatmentintwochickpea 36 varieties having contrasting levels of drought tolerance (C. arietinum cv. 37 PUSABGD72andICCV2).TheseESTswereclusteredinfourgroupsaccordingto 38 theirexpressionpatterns[40]. 39 Atranscriptionalprofilingstudyinchickpeaunderdrought,cold,andhighsalinity 40 wascarriedoutusingcDNAmicroarrayapproachtolookatthegeneexpressioninthe 41 leaf, root, and/or flower tissues in tolerant and susceptible genotypes [41]. The 42 differentiallyexpressedtranscriptsinresponsetotheparticularstresswereanalyzed 43 andatranscriptionalchangeofovertwofoldwasobservedfor109,210,and386genes 44 afterdrought,cold,andhigh-salinitytreatments,respectively.Amongthese,2,15, 45 and 30 genes were consensually differentially expressed between tolerant and j 39.3 TranscriptOMICS 999 1 susceptible genotypes studied for drought, cold, and high salinity, respectively. 2 The differentially expressed genes coded for various functional and regulatory 3 proteins, highlighting the multiple gene control and complexity of abiotic stress 4 responsemechanisminchickpea. 5 TwononnormalizedcDNAlibrariesfromtheseedlingleavesofadrought-tolerant 6 chickpea cultivar under PEG-treated and nontreated conditions have been con- 7 structed where 92 differentially expressed genes were identified [42]. Most of the 8 upregulatedgeneswererelatedtodroughttolerance,whilethedownregulatedgenes 9 weremainlyinvolvedinthephotosynthesis.Asetofover2800chickpeaESTshave 10 beengeneratedfromalibraryconstructedaftersubtractivesuppressivehybridization 11 (SSH)ofroottissuefromtwocloselyrelatedchickpeagenotypespossessingdifferent 12 sourcesofdroughtavoidanceandtolerance,ICC4958(tester)andAnnigeri(driver), 13 respectively [43]. A total of 106 EST-based markers were designed from 477 14 sequenceswithfunctionalannotationsthatweretestedonC.arietinum.Forty-four 15 ESTmarkerswerepolymorphicwhenscreenedacrossnineCicerspecies(including 16 thecultigen)[44].ThechickpearootESTdatabasedevelopedinthesestudiesprovide 17 researcherswithamajornewresourcefordataminingassociatedwithroottraitsand 18 drought tolerance [43]. More recently, a total of 20 162 drought- and salinity- 19 responsive ESTs were generated from 10 different root tissue cDNA libraries of 20 chickpeaand177newEST-basedSSRmarkersweredeveloped[45]. 21 Besides,SuperSAGEanalysisforgeneexpressioninchickpearootsinresponseto 22 droughtwascarriedoutresultinginsequencingof80238of26bptags[46].Among 23 thesetags,7532(43%)UniTagsweremorethan2.7-folddifferentiallyexpressedand 24 880(5.0%)wereregulatedmorethan8-folduponstressresultinginunambiguous 25 annotationof22%(3858)ofthesetags.Microarrayanalysisofthese3000annotated 26 UniTags confirmed 79% of the tag-based results, whereas RT-PCR confirmed the 27 SuperSAGE data in all cases. This is the first study to prove the potential of 28 SuperSAGE technology for molecular breeding in the nonmodel crops. However, 29 lackofavailabilityofachickpeareferencegenomelimitsthevalueofSuperSAGE 30 tags,asonlyafractionofthemcouldbeannotated. 31 32 39.3.3 33 Peanut 34 35 Inpeanut,differentialDDRT-PCRhasbeenusedtoidentifydifferentiallyexpressed 36 genesinpeanutgrownunderdroughtstressversusirrigationconditionswheresome 37 drought-responsive mRNA transcripts were identified based on expression pat- 38 tern [47, 48]. Besides, DDRT-PCR studies have been carried out with transgenic 39 peanuteventsoverexpressingrd29A:DREB1Atodetectthedifferentiallyexpressed 40 transcriptsunderabioticstress[49].Here,51differentiallyexpressedtranscriptswere 41 identifiedunderstresstreatments;amongthem35transcriptswerenewlyexpressed, 42 11wereupregulated,and5weredownregulated.IntheBLASTsearchofdifferentially 43 expressedpartialcDNAs,only17clonesshowedasignificantsimilaritytotheESTsin 44 thedatabase,indicatingthatthemajorityofthecDNAsclonedinthisstudymaybe 45 novel and needs further research to identify their role in stress response. These j 1000 39 GrainLegumes(Soybean,Chickpea,andPeanut):OmicsApproachestoEnhanceAbioticStress 1 results also suggested that the increased plant tolerance against drought stress in 2 transgenicpeanutmaynotbeattributableonlytotheexpressionofDREB1A-targeted 3 cold-responsive(COR)genesidentifiedinArabidopsis[49]. 4 Inarecentstudy,sixdifferentcDNAlibrarieswereconstructedfromdeveloping 5 peanutseedsatthreereproductionstages(R5,R6,andR7)fromaresistantanda 6 susceptiblecultivatedpeanutgenotype,TifrunnerthatissusceptibletoAspergillus 7 infectionwithhigheraflatoxincontaminationandresistanttotomatospottedwiltvirus 8 (TSWV)andGT-C20thatisresistanttoAspergilluswithreducedaflatoxincontam- 9 ination and susceptible to TSWV. The developing peanut seed tissues of these 10 genotypeswerechallengedbyAspergillusparasiticusanddroughtstressinthefield 11 and 21777 high-quality EST sequences were generated from cDNA clones of 6 12 libraries [50]. Similarly, EST libraries for cultivated peanut were developed from 13 leavesofpeanutlineC34-24(resistanttoleafspotsandTSVW)andimmaturepodsof 14 peanutlineA13(toleranttodroughtstressandpreharvestaflatoxincontamination). 15 Atotalof1825ESTs,769fromtheC34-24and1056fromtheESTswereidentifiedand 16 44EST-derivedsimplesequencerepeat(SSR)markershavebeencharacterizedfor 17 cultivatedpeanut[51].Atotalof6264high-qualityESTsweregeneratedfromleaves 18 androotsofawildpeanutArachisstenosperma,and188microsatellitemarkershave 19 developedformtheseESTs[52]. 20 Morerecently,nearly700geneswereidentifiedinsubtractivecDNAlibraryfrom 21 gradualprocessofdroughtstressadaptationinpeanut.Thisstudyalsoshowedthe 22 functionalimportanceofHSP70geneandkeyregulatorssuchasJumonjiindrought 23 stressresponse[53].Ahigh-densityoligonucleotidemicroarrayforpeanuthasalso 24 beendevelopedusing49205publiclyavailableESTsandtestedtheutilityofthisarray 25 forexpressionprofilinginavarietyofpeanuttissues[54].Over108putativelypod- 26 specific/abundant genes, as well as transcripts, whose expression was low or 27 undetected in pod compared to peg, leaf, stem, or root were detected. Several 28 transcripts that significantly overrepresented in the peanut pod included genes 29 responsible for seed storage proteins and desiccation (e.g., late-embryogenesis 30 abundantproteins,aquaporins,leguminB),oilproduction,andcellulardefense[54]. 31 32 33 39.4 34 Proteomics 35 36 Since the 1990s, genomics has been the most active research field in biological 37 science generating a huge amount of information, while structural genomics has 38 emergedatthemethodologicalleveltounderstandgeneexpressionandfunction.A 39 complete knowledge of the proteins expressed by the genome of a cell, tissue, or 40 organismataspecifictimepoint(proteome)isnecessarytounderstandthebiologyof 41 acelloranorganism.Theproteomereflectstheactualstateofthecellortheorganism 42 andisanessentialbridgebetweenthetranscriptomeandthemetabolome.Proteins 43 act directly on biochemical processes, and thus must be closer to the phenotype, 44 comparedtoDNA-basedmarkers.Althoughresearchonplantresponsestostresson 45 the DNA or RNA level provided an important insight into stress tolerance, the j 39.4 Proteomics 1001 1 proteomics approach is very important in evaluating stress responses since the 2 mRNAlevelsmaynotalwayscorrelatewithproteinaccumulation[55].Inaddition, 3 many proteins are modified by posttranslational modifications such as phosphor- 4 ylation, glucosylation, and ubiquitinylation, which significantly influence protein 5 functions.Proteomics,understoodasproteinbiochemistryonanunprecedentedand 6 high-throughputscale, isbecoming apromisingandactiveapproach inthispost- 7 genomic period. However, its application to plants is rather limited compared to 8 otherbiologicalsystems[56]. 9 Compared to analysis of the transcriptome, analysis of the plant proteome in 10 response to abiotic and biotic stresses is still limited, although good technical 11 progress has been achieved in the separation of proteins and their identification 12 by mass spectrometry. Studies have evaluated changes in protein levels in plant 13 tissuesinresponsetostresses[57,58].However,thesestudieshavemainlyfocused 14 onnonlegumespeciessuchasArabidopsisandrice[57]andsomelegumesrecent- 15 ly [56]. As a result, only a handful of studies have been carried out in legumes, 16 althoughinthenextfewyearsthereshouldbeasignificantincreaseinthenumberof 17 legumespeciesandstressesanalyzed.Sofar,peahasbeenmoreintensivelystudied, 18 withtheanalysisofinducedproteinexpressioninrootsinresponsetosalt[59]andto 19 cadmiumstress[60].Recently,M.truncatilahasbeenthesubjectofseveralproteomic 20 studies that represent the most extensive proteomic description of M. truncatula 21 suspension cells to date and provide a reference map for future comparative 22 proteomics and functional genomics studies of biotic and abiotic stress 23 responses[61]. 24 25 39.4.1 26 Soybean 27 28 Some reference maps of soybean that are available in the proteomics database 29 provide a starting point for ongoing functional genomics studies associated with 30 biotic/abioticstressinsoybean.TheSoybeanProteomeDatabaseisaimedtobeadata 31 repository for functional analyses of soybean responses to flooding injury that is 32 recognizedasamajorconstraintfortheestablishmentandproductionofthisplant. 33 Thelatestreleasecontains21referencemapsofsoybean(G.maxcv.Enrei)proteins 34 electrophoresized on two-dimensional polyacrylamide gels of which the samples 35 werecollectedfromseveralorgans,tissues,andorganelles.Thesereferencemaps 36 included7311detectedproteinsand532identifiedproteins,orproteinsforwhicha 37 sequenceorpeptide peak hasbeen determined.TheSoybean ProteomeDatabase 38 alsointegratesmultipleomes,whereanomicstablerevealsrelationshipsamong 39 106 mRNAs, 51 proteins, and 89 metabolites that vary over time under flooding 40 stress.Thetabulatedmetabolitesareanchoredtoametabolomenetwork.Aunified 41 temporal profile tag attached to the mRNAs, proteins, and metabolites facilitates 42 retrieval of the data based on the temporal expression profiles. A graphical user 43 interface based on dynamic HTML facilitates viewing of both the metabolome 44 network and the profiles of multiple omes in a uniform manner. The entire 45 databaseisavailableathttp://proteome.dc.affrc.go.jp/soybean/[62]. j 1002 39 GrainLegumes(Soybean,Chickpea,andPeanut):OmicsApproachestoEnhanceAbioticStress 1 39.4.2 2 Chickpea 3 4 Mostoftheearlierunderstandingofdehydration-responsivecellularadaptationin 5 chickpeahasevolvedfromtranscriptomeanalysisandthecomparativeanalysisof 6 dehydration-responsiveproteins,particularlyproteinsinthesubcellularfraction,is 7 limited.Bhushanetal.[63]haveinitiatedaproteomicsapproachtoidentifydehy- 8 dration-responsive ECM proteins in JG-62, a drought-tolerant variety of chickpea 9 wherethedehydration-responsivetemporalchangesinECMproteinsrevealed186 10 proteins with variance at a 95% significance level. The comparative proteomics 11 analysisledtotheidentificationof134differentiallyexpressedproteinsthatinclude 12 predictedandnoveldehydration-responsiveproteins.Thisstudy,forthefirsttime, 13 demonstratedthatovera100ECMproteinsarepresumablyinvolvedinavarietyof 14 cellularfunctions,namely,cellwallmodification,signaltransduction,metabolism, 15 and cell defense and rescue, and impinge on the molecular mechanism of dehy- 16 drationtoleranceinplants.Sincethenuclearproteinsconstituteahighlyorganized, 17 complex network that plays diverse roles during cellular development and other 18 physiologicalprocesses.Anotherstudyprovidedinsightsintothecomplexmetabolic 19 networkoperatinginthenucleusduringdehydrationinchickpea[64].Approximate- 20 ly, 205 protein spots were found to be differentially regulated under dehydration; 21 massspectrometryanalysisallowedtheidentificationof147differentiallyexpressed 22 proteins,presumablyinvolvedinavarietyoffunctionsincludinggenetranscription 23 and replication, molecular chaperones, cell signaling, and chromatin remodeling. 24 The dehydration-responsive nuclear proteome of chickpea revealed a coordinated 25 response,whichinvolvesboththeregulatoryandthefunctionalproteins. 26 27 39.4.3 28 Peanut 29 30 Inpeanutveryfewproteomicstudieswereconductedonstressresponse;inarecent 31 studywithselectedtolerantandsusceptiblepeanutgenotypesfromtheUSminicore 32 collectionwereanalyzedforchangesinleafproteinsunderwaterdeficitstress[65].A 33 totalof102proteinbands/spotswereanalyzedbymatrix-assistedlaserdesorption/ 34 ionization–time-of-flightmassspectrometry(MALDI-TOFMS)andbyquadrupole 35 time-of-flight tandem mass spectrometry (Q-TOF MS/MS) analysis. Forty-nine 36 nonredundantproteinswereidentifiedthatimplicatedavarietyofstressresponse 37 mechanisms in peanut. It was observed that lipoxygenase and 1L-myo-inositol-1- 38 phosphatesynthase,whichaidininter-andintracellularstresssignaling,weremore 39 abundant in tolerant genotypes under water deficit stress. Here, the acetyl-CoA 40 carboxylase, a key enzyme of lipid biosynthesis, increased in relative abundance 41 along with a corresponding increase in epicuticular wax content in the tolerant 42 genotypes suggesting an additional mechanism for water conservation and stress 43 tolerance. In addition, there was a marked decrease in the abundance of several 44 photosyntheticproteinsinthetolerantgenotypealongwithaconcomitantdecrease 45 innetphotosynthesisinresponsetowaterdeficitstress.
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