Literature DB >> 22802712

Transcriptome analysis of resistant soybean roots infected by Meloidogyne javanica.

Maria Eugênia Lisei de Sá1, Marcus José Conceição Lopes, Magnólia de Araújo Campos, Luciano Vilela Paiva, Regina Maria Amorim Dos Santos, Magda Aparecida Beneventi, Alexandre Augusto Pereira Firmino, Maria Fátima Grossi de Sá.   

Abstract

Soybean is an important crop for Brazilian agribusiness. However, many factors can limit its production, especially root-knot nematode infection. Studies on the mechanisms employed by the resistant soybean genotypes to prevent infection by these nematodes are of great interest for breeders. For these reasons, the aim of this work is to characterize the transcriptome of soybean line PI 595099-Meloidogyne javanica interaction through expression analysis. Two cDNA libraries were obtained using a pool of RNA from PI 595099 uninfected and M. javanica (J(2)) infected roots, collected at 6, 12, 24, 48, 96, 144 and 192 h after inoculation. Around 800 ESTs (Expressed Sequence Tags) were sequenced and clustered into 195 clusters. In silico subtraction analysis identified eleven differentially expressed genes encoding putative proteins sharing amino acid sequence similarities by using BlastX: metallothionein, SLAH4 (SLAC1 Homologue 4), SLAH1 (SLAC1 Homologue 1), zinc-finger proteins, AN1-type proteins, auxin-repressed proteins, thioredoxin and nuclear transport factor 2 (NTF-2). Other genes were also found exclusively in nematode stressed soybean roots, such as NAC domain-containing proteins, MADS-box proteins, SOC1 (suppressor of overexpression of constans 1) proteins, thioredoxin-like protein 4-Coumarate-CoA ligase and the transcription factor (TF) MYBZ2. Among the genes identified in non-stressed roots only were Ser/Thr protein kinases, wound-induced basic protein, ethylene-responsive family protein, metallothionein-like protein cysteine proteinase inhibitor (cystatin) and Putative Kunitz trypsin protease inhibitor. An understanding of the roles of these differentially expressed genes will provide insights into the resistance mechanisms and candidate genes involved in soybean-M. javanica interaction and contribute to more effective control of this pathogen.

Entities:  

Keywords:  gene expression; root knot nematode; transcriptome

Year:  2012        PMID: 22802712      PMCID: PMC3392879          DOI: 10.1590/S1415-47572012000200008

Source DB:  PubMed          Journal:  Genet Mol Biol        ISSN: 1415-4757            Impact factor:   1.771


Introduction

Soybean is the most important agricultural commodity in the world, both in terms of value and quantity. Besides, it is an attractive crop for the production of renewable fuels such as biodiesel. Root-knot nematode (RKN-Meloidogyne spp.) is a serious constraint for many crops, and can significantly affect crop productivity worldwide. In Brazil, this pathogen was responsible for economic losses of over US$52.2 million during the 1999/2000 harvest (Yorinori, 2000). The use of nematode-resistant cultivars is the most economical and environmentally friendly management strategy for the control of the pathogen (Boerma and Hussey, 1992). The Plant Introduction (PI) 595099, a soybean genotype that is highly resistant to RKN species and to the soybean cyst nematode (SCN) Heterodera glycines (Davis ), has been successfully used as a new source of nematode resistance in Brazilian breeding programs (Silva, 2001). Many physiological changes associated with stress response in plants are controlled at the transcriptional level. Several studies of gene expression have contributed to elucidate the physiological response to infection of soybean roots with Heterodera glycines (Alkharouf , 2005; Khan ; Klink ; Ithal ,b). Through microarray analysis, it was possible to identify 429 differentially expressed genes during susceptible soybean-H. glycines interaction (Ithal ). These included genes encoding enzymes involved in plant secondary metabolism, such as the biosynthesis of phenolic compounds, lignin, and flavonoids that were up-regulated early during nematode infection and remained overexpressed throughout nematode development. Similarly, genes related to stress and defense responses like pathogenesis-related proteins (PR), cell wall modification enzymes, cellular signaling proteins, and transcriptional regulation factors were consistently up-regulated. Transcript profiling analysis of developing syncytia induced in susceptible soybean by SCN showed interplay among phytohormones that likely regulate synchronized changes in the expression of genes encoding cell wall-modifying proteins. This process appears to be tightly controlled and coordinated with cell wall rigidification processes that may involve lignification of feeding cell walls (Ithal ). Expressed sequence tags analyzed in other plants inoculated with Meloidogyne spp. identified several genes similar to the ones found in compatible soybean-Heterodera interaction. For instance, in susceptible Arachis spp. inoculated with M. arenaria, arp (auxin-repressed protein) genes were up-regulated whereas cytokynine oxygenase, metallothionein and resveratrol synthase were down-regulated (Proite K, 2007, Doctoral thesis, Universidade de Brasília). The characterization of the transcriptional profile of a compatible tomato response to Javanese nematode demonstrated significant changes in the steady-state transcript levels of several functional categories, including pathogenesis-related genes, hormone-associated genes and development-associated transcription factors (Bar-Or ). Responses to M. incognita infection in roots of a resistant cowpea (Vigna unguiculata L. Walp.) genotype and a susceptible near-isogenic line showed that a greater number and proportion of genes were down-regulated in the resistant than in the susceptible genotype, whereas more genes were up-regulated in the susceptible than in the resistant genotype (Das ). In this work we used EST sequence analysis from cDNA libraries of soybean PI 595099 roots at 6, 12, 24, 48, 96, 144 and 192 h after infection (h.a.i.) with M. javanica to assess the gene expression changes during this interaction. This study could lead to new target genes for nematode control and identify candidates for broadening plant resistance to this pathogen through over-expression or gene silencing.

Material and Methods

Nematode inoculum

M. javanica eggs cultured on susceptible tomato host plants were extracted from roots using 0.5% bleach solution (Boneti and Ferraz, 1981) and cleaned with caulim (Coolen and D’Herde, 1972). Eggs were hatched at room temperature and J2 were collected in fresh deionized water.

Root infections for microarray analysis

Soybean PI 595099 seeds were surface sterilized using 10% (v/v) bleach solution, sown in sterilized sand and maintained under controlled environmental conditions at 26.7 ± 2.0 °C temperature and a 16-h photoperiod. After three days, the seedlings were transplanted to seedling growth pouches with sterilized substrate. Eight days after transplant each plantlet was inoculated with 500 J2 M. javanica larvae in 5 mL of deionized water. Five repetitions of inoculated and non-inoculated roots (mock control) were collected at 0, 6, 12, 24, 48, 96, 144 and 192 h after inoculation (h.a.i.). Infected and non-infected plants were arranged in a completely randomized design under greenhouse conditions.

RNA isolation

Total RNA from nematode infected and non-infected roots was isolated using Trizol (Invitrogen) reagent and cleaned with RNeasy Mini Kit for RNA cleanup (Qiagen Inc., Valencia, CA, USA) according to the manufacturer’s protocol. RNA was treated with RNase-Free DNase (Qiagen) to digest any remaining genomic DNA. RNA was quantified using a UV-spectrophotometer and its quality and integrity was examined in 1.2% agarose gel containing ethidium bromide.

cDNA cloning

Two cDNA libraries were constructed comprising the control and the pooled infected root tissues from all intervals. The libraries were prepared using the SMART cDNA Library Construction Kit (Clontech Laboratories, Palo Alto, CA, USA) according to the manufacturer’s instructions. Briefly, the double-stranded cDNAs were fractioned and cloned in the pTriplEx 2 vector of the same kit according to the manufacturer’s protocol. The library was amplified in Escherichia coli DH-5 cells (Invitrogen), placed on LB agar and grown overnight at 37 °C. Plasmid preparations of the individual transformants were performed in 96-well plates.

EST sequencing

cDNA inserts were sequenced using specific primers PTR2 (5′CCGCATGCATAAGCTTGCTC3′ - Reverse) and PTF2 (5′GCGCCATTGTGTTGGTACCC3′ - Forward) at Embrapa Genetic Resources and Biotechnology, Brazil. Nucleotide sequences and predicted amino acid sequences were analyzed using the SisGen software (Pappas ) and Fisher (1932) statistical tests to reveal differential gene expression (Table 1). The criteria applied were a minimum of 30-base similarity between sequences and at least 90% identity. Semiautomatic annotation was performed by BlastX 2.2.3 (Altschul ), SwissProt (Bairoch and Apweiler, 1997) and sequences were clustered according to their putative functions by using COG (Clusters of Orthologous Groups of Proteins) (Tatusov ). The sequences were grouped into contigs. The EST database is housed at the Soybean Genome Project Database (SGPD).
Table 1

Differentially expressed genes in soybean (PI 595999) resistant roots uninfected and infected with M. javanica.

Cluster1PIN (115 reads)2PII (246 reads)Statistical tests (p-values) StekelAudic-ClaverieFisherBlast best hit
Contig7421.520.0370.089Hypothetical protein
Contig31111.920.0480.114Metallothionein-like protein
Contig6060.0680.182SLAH4 (SLAC1 Homologue 4)
Contig8050.10.33SLAH1 (SLAC1 Homologue 1)
Contig9050.10.33Zinc finger, AN1-type; A20-type
Contig1170.810.1640.44Auxin-repressed protein
Contig4460.140.2520.732Thioredoxin
Contig10230.070.290.656ACL098Cp
Contig16150.350.2910.669Auxin-repressed protein
Contig23100.240.30.762Nuclear transport factor2 (NTF-2)
Contig5350.050.3130.71460S ribosomal protein
111965----

PIN = PI 595099 uninoculated;

PII = PI 595099 inoculated with M. javanica.

Results

EST validation

Throughout the analysis of the two (RKN-infected and mock control) sequenced cDNA libraries a total of 2,112 sequence reads were obtained and 877 accepted (41%). The valid ESTs were distributed in 195 clusters, these being 79 contigs, and 116 singletons. From these, 55 contigs originated from inoculated (Table 2) and 24 from non-inoculated (Table 3) roots. In silico comparison of the two libraries using the statistical tests of Stekel , Audic and Claverie (1997) and Fisher (1932) (p < 0.005) revealed 11 contigs with significant variation in their transcript levels (Table 1). These transcriptional changes might result from the up-regulation of transcription level or from reduced mRNA expression due to nematode infection.
Table 2

Expressed genes during soybean (PI 595099) root and M. javanica- interaction.

ContigBlast best hitOrganismAccession codeE-valueNumber of ESTs PIN1Number of ESTs PII2Total number of ESTs
Contig1Auxin-repressed protein-like protein, Positives = 48/72 (66%)Nicotiana tabacumAY183722.11e-1121214
Contig2Nuclear transport factor 2 (NTF-2), Positives = 113/124 (91%)Arabidopsis thalianasp|Q9C7F5.1|NTF2_ARATH7e-5731013
Contig3Metallothionein-like protein 2 (MT-2)Cicer arietinumsp|Q39459.2|MT2_CICAR5e-1511112
Contig4Thioredoxin-like 4, Positives = 77/104 (74%)Arabidopsis thalianasp|Q8LDI5.2|TRXL4_ARATH4e-275611
Contig560S ribosomal protein L23,Positives = 92/93 (98%)Zea maysgb|ACG48540.1|5e-69358
Contig6SLAH4 (SLAC1 HOMOLOGUE 4) Positives = 134/176 (76%)Arabidopsis thalianaref|NP_001077757.1|5e-49077
Contig8SLAH1 (SLAC1 HOMOLOGUE 1); transporter Positives = 79/113 (69%),Arabidopsis thalianaref|NP_176418.2|2e-29066
Contig9Zinc finger A20 and AN1 domain-containing stress-associated protein 8 (OsSAP8) Positives = 127/169 (75%)Oryza sativasp|A2YEZ6.2|SAP8_ORYSI8e-56055
Contig10ACL098Cp, Positives = 28/59 (47%)Ashbya gossypiiref|NP_983306.1|2.7235
Contig11N-methyltransferase Positives = 133/160 (83%)Arabidopsis thalianaref|NP_565246.1|8e-70044
Contig13Ubiquitin-conjugating enzyme E2-17 kDa 8 Positives = 148/148 (100%)Arabidopsis thaliana834173 UBC82e-82044
Contig14Probable glutathione S-transferase (Heat shock protein 26A) (G2-4), Positives = 56/57 (98%)Glycine maxgb|AAG34798.1|AF243363_12e-25044
Contig16Auxin-repressed protein Positives = 69/131 (52%)Zea maysgb|ACG37064.1|5e-13156
CL1Contig2
Contig17Probableaquaporin PIP-type 7a (Turgor-responsiveprotein 7ª, 31), Positives = 107/108 (99%)Medicago truncatulagb|AAK66766.1|AF386739_11e-54033
Contig18Histone-lysine N-methyltransferase ASHR1, Positives = 30/54 (55%)Arabidopsis thalianasp|Q7XJS0.2|ASHR1_ARATH6.1123
Contig19Auxin response factor 2 (ARF1-binding protein) (ARF1-BP) Positives = 49/57 (85%).Lycopersiconesculentumgb|ABC69711.1|9e-16033
Contig20Adenine phosphoribosyl transferase 1 (APRT 1), Positives = 164/174 (94%)Solanum tuberosumgb|ABB86271.1|2e-81033
Contig21Acetyl-CoAcarboxylase, alpha subunit Positives = 31/56 (55%)Flavobacterium sp. MED217ref|ZP_01059904.1|34.7033
Contig25Chloroplast 50S ribosomalprotein L14, Positives = 94/94 (100%).Glycine maxref|YP_538801.1|5e-45033
Contig33Acyl carrier protein, mitochondrial precursor (ACP) (NADH-ubiquinoneoxidoreductase 9.6 kDasubunit) (MtACP-1), Positives = 79/120 (65%)Arabidopsis thalianasp|P53665.1|ACPM_ARATH
9e-25022
Contig34Kinesin light chain 3 (Kinesin light chain KLCt) Positives = 122/137 (89%)Arabidopsis thalianagb|AAM63491.1|1e-54022
Contig35Predicted protein Positives = 30/57 (52%)Pichia guilliermondiigb|EDK41815.2|0.90022
Contig36Putative non-LTR retroelement reverse transcriptase, related Positives = 49/115 (42%)Medicago truncatulagb|ABN08132.1|1e-06022
Contig37ATP synthase 6 kDa subunit, mitochondrial Positives = 20/23 (86%)Solanum tuberosumsp|P80497.1|ATPY_SOLTU4e-05022
Contig38Transcription factor MYBZ2 Positives = 131/131 (100%)Glycine maxgb|ABI73970.1|6e-119022
Contig39Thioredoxin-like protein 1 Positives = 149/169 (88%)Zea maysgb|ACG24478.1|1e-66022
Contig41No hit blast022
Contig42Dolichyl-diphosphooligosaccharide—protein glycosyltransferase subunit DAD1 (Defender against cell death 1) (DAD-1) (AtDAD1), Positives =111/113 (98%),Arabidopsis thalianaref|NP_174500.1|3e-52022
Contig43Anaphase-promoting complex subunit 11 (APC11) (Cyclosome subunit 11), Positives = 67/83 (80%)Mus musculussp|Q9CPX9.1|APC11_MOUSE2e-36022
Contig44Unnamed protein product Positives = 39/54 (72%)Vitis viniferaemb|CAO40176.1|5e-05112
Contig46Inner membrane magnesium transporter mrs2, mitochondrial precursor (RNA-splicing protein mrs2), Positives = 58/120 (48%),Schizosaccharomyces pombesp|P87149.1|MRS2_SCHPO8e-05022
Contig48F-box/LRR-repeat protein 16 (F-box and leucine-rich repeat protein 16) Positives = 131/144 (90%)Malus x domesticagb|ACB87911.1|6e-57022
Contig50Glucose-6-phosphate 1-dehydrogenase, cytoplasmicisoform (G6PD) Positives = 89/93 (95%)Solanum tuberosumgb|ABB55386.1|1e-44022
Contig51Hypothetical protein MtrDRAFT_AC136139g5v2, Positives = 35/38 (92%).Medicago truncatulagb|ABE93033.1|8e-12022
Contig52USP family protein Positives = 27/30 (90%)Zea maysgb|ACG42306.1|6e-06022
Contig53Unnamed protein product Positives = 111/119 (93%)Vitis viniferaemb|CAO42347.1|6e-53022
Contig5439S ribosomal protein L41-A, mitochondrial precursor Positives = 79/89 (88%)Arabidopsis thalianaref|NP_568574.1|8e-35022
Contig57Chalconereductase Positives = 89/106 (83%)Sesbania rostrataemb|CAA11226.1|3e-33022
Contig58Probable rhamnose biosynthetic enzyme 1 Positives = 94/103 (91%)Arabidopsis thalianasp|Q9SYM5.1|RHM1_ARATH7e-46022
Contig60Ubiquinol—cytochrome-c reductase-like protein Positives = 83/85 (97%)Arabidopsis thalianadbj|BAD95225.1|5e-43022
Contig61Translation initiation factor IF-2 Positives = 39/80 (48%)Plasmodium yoeliiref|XP_730210.1|3.0022
Contig62UPF0497 membrane protein At2g28370, Positives = 49/55 (89%)Arabidopsis thalianasp|Q9SKN3.1|U4977_ARATH1e-20022
Contig63MADS-box protein SOC1 (protein suppressor of constans overexpression 1) Positives = 77/82 (93%)Glycine maxgb|ABC75835.1|3e-33022
Contig64SAP domain-containing protein Positives = 84/117 (71%)Arabidopsis thalianaref|NP_201151.2|3e-22022
Contig65No blast hit---022
Contig66Histone H2A.F/Z Positives = 115/116 (99%)Arabidopsis thalianaemb|CAA73155.1|4e-54022
Contig68Hypothetical protein MGG_13574 Positives = 28/54 (51%)Magnaporthe grisearef|XP_001408018.1|5.9022
Contig69No significant---022
Contig70Ferredoxin Positives = 102/118 (86%)Zea maysgb|ACG39554.1|4e-43022
Contig71HMG1/2-like protein (Protein SB11) Positives = 119/121 (98%)Glycine maxsp|P26585.1|HMGL_SOYBN3e-33022
Contig72ABI5 binding protein A1 Positives = 47/54 (87%)Triticum aestivumdbj|BAG12827.1|3e-25022
Contig73NAC domain-containing protein 29 (ANAC029) (NAC2) Positives = 64/102 (62%)Arabidopsis thalianasp|O49255.1|NAC29_ARATH2e-17022
Contig74At3g08610 Positives = 58/62 (93%)Arabidopsis thalianagb|AAP21180.1|4e-23022
Contig77Metallo-beta-lactamase superfamily protein Positives = 48/105 (45%)Alcanivorax sp.gb|EDX88588.1|1.4022
Contig794-Coumarate—CoAligase-like 5 (Peroxisomal OPC-8:0-CoA ligase 1), Positives = 175/199 (87%).Oryza sativasp|Q10S72.1|4CLL4_ORYSJ2e-87022
55----19170189

PIN = PI 595099 uninoculated;

PII = PI 595099 inoculated with M. javanica.

Table 3

Expressed genes in uninoculated soybean (PI 595099) roots.

ContigNameOrganismAccession codeE-valueNumber of ESTs PIN1Number of ESTs PII2Total number of ESTs
Contig7Hypothetical protein Positives = 66/70 (94%)Vitis viníferaemb|CAN65763.13e-31426
Contig12ADP-ribosylation factor Positives = 181/181 (100%)Hyacinthus orientalisgb|AAT08648.1|2e-99314
Contig15Polyprotein Positives = 29/58 (50%)Potato virus Ygb|ABC70481.10.6303
Contig22No hit blast---303
Contig23Methionine-R-sulfoxidereductase B1 protein Positives = 130/148 (87%)Capsicum annuumgb|ABO64854.1|1e-72303
Contig24Ser/Thr protein kinase Positives = 31/31 (100%).Lotus japonicusdbj|BAD95894.1|7e-10213
Contig26Wound-induced basic protein, Positives = 46/47 (97%),Vitis viníferaemb|CAO15234.1|5e-17213
Contig27No hit blast---303
Contig28Auxin-repressed 12.5 kDa protein, Positives = 52/55 (94%)Robinia pseudoacaciagb|AAG33924.1|1e-23303
Contig2960S ribosomal protein L27a-2 Positives = 124/134 (92%).Arabidopsis thalianasp|Q9LR33.1|R27A2_ARATH5e-54303
Contig30No hit blast---303
Contig31Putative Kunitz trypsin protease inhibitor Positives = 109/109 (100%.)Glycine maxgb|ACA23205.1|2e-59303
Contig32Metallothionein-like protein 1 Positives = 45/57 (78%)Trifolium repenssp|P43399.1|MT1_TRIRP8e-13303
Contig40Cysteine proteinase inhibitor (Cystatin) Positives = 88/94 (93%),Vigna unguiculatasp|Q06445.1|CYTI_VIGUN5e-41202
Contig45Grx_I1 - glutaredoxin subgroup III, Positives = 94/170 (55%)Zea maysgb|ACG27551.1|2e-27202
Contig47Ethylene-responsive family protein, Positives = 97/121 (80%)Arabidopsis thalianaref|NP_194639.1|7e-42202
Contig49Histidine-containing phosphotransfer protein 1 Positives = 130/154 (84%)Arabidopsis thalianasp|Q9ZNV9.1|AHP1_ARATH7e-46202
Contig55Putative mitochondrial ABC transporter ATM1b Positives = 39/79 (49%)Antonospora locustaegb|AAY27418.1|5.1202
Contig56Hypothetical protein Positives = 73/77 (94%)Vitis viniferaemb|CAN70604.1|5e-32202
Contig59Ribosomal protein L19 Positives = 78/82 (95%)Hyacinthus orientalisgb|AAT08672.1|5e-26202
Contig67Small nuclear ribonucleoprotein, putative Positives = 52/53 (98%)Arabidopsis thalianagb|AAM63846.1|1e-22202
Contig75Hypothetical protein OsI_20016 Positives = 32/63 (50%)Oryza sativagb|EEC79253.1|9.0202
Contig76Putative lysine decarboxylase, Positives = 31/32 (96%)Musa balbisianadbj|BAG70979.1|5e-08202
Contig78Far-red impaired responsive family protein / FAR1 family protein, Positives = 178/235 (75%)Arabidopsis thalianaref|NP_567085.1|2e-65202
2461667

PIN = PI 595099 uninoculated;

PII = PI 595099 inoculated with M. javanica.

Functional classification of ESTs homologous to genes of known function

Overall, the most abundant transcripts observed in PI 595099 roots included ESTs encoding genes involved in cell communication/signal transduction [(zinc finger, AN1-type; A20-type); (Nuclear transport factor 2 (NTF-2)], followed by hormonal regulation (Auxin-repressed protein), cellular metabolism [(SLAH4 (SLAC1 Homologue 4); SLAH1 (SLAC1 Homologue 1)], regulation of cell-environment interaction, cellular defense (metallothionein-like proteins), protein synthesis (60S ribosomal proteins) and resistance metabolism (thioredoxin) (Figure 1 and Table 1).
Figure 1

Frequency distribution for differentially expressed genes in soybean (PI 595999) resistant roots uninfected (blue) and infected (red) with M. javanica.

Discussion

In general, the onset of responses governing pest resistance in plants depends on the genotype/species, magnitude and rapidity in which the genes are expressed during the infection. Recently modulated transcript abundance was demonstrated in resistant and susceptible soybean roots during SCN interactions (Mazarei ) and also during susceptible soybean- RKN interaction (Ibrahim ). The goal of this work was to describe transcriptional changes in PI 595099 resistant soybean line roots during the early stages (6, 12, 24, 48, 96, 144 and 192 h) of infection with M. javanica. The in silico functional characterization of the transcribed reads from both libraries revealed a number of genes related either to biotic or abiotic stresses. Here, among the defense responses of PI 595099 towards M. javanica are included up-regulated genes encoding for zinc finger, AN1-type; A20-type; Nuclear transport factor 2 (NTF-2); Auxin-repressed protein; SLAH4 (SLAC1 Homologue 4); SLAH1 (SLAC1 Homologue 1); metallothionein-like proteins, 60S ribosomal proteins and thioredoxin. Metallothioneins belong to a family of cysteine-rich low molecular weight metal-binding proteins in which the presence of thiol groups promotes its high affinity to heavy metal ions, such as zinc and copper (Inácio AF, 2006, Master’s thesis, Escola Nacional de Saúde Pública –FIOCRUZ). Plants expressing metallothioneins better tolerate soils and substrates that are rich in heavy metal ions and are capable of mitigating the damage caused by reactive oxygen species (ROS) (Chiang ), which is associated with hypersensitive response (Wong ). In Arachis spp., metallothionein-3 expression was observed only in roots inoculated with M. arenaria race 1 (Proite K, 2007, Doctoral thesis, Universidade de Brasilia). Infected roots of PI 595099 over-expressing the metallothionein gene might use its protein product as a defense mechanism, acting directly in the cell, affecting ROS concentration, in order to avoid damage to the cell wall and even nucleic acids. SLAC1 (Slow Anion Channel-Associated 1) has been shown to be essential for stomata closure in response to CO2, abscisic acid, ozone, light/dark transitions, humidity, calcium ions, hydrogen peroxide and nitric oxide (Negi ). The two SLAC1 genes (SLAH4 and SLAH1), expressed only in inoculated root libraries, are possibly involved in ionic regulation, suggested as a defense mechanism of this genotype. The gene that encodes a 60S ribosomal protein was also significantly regulated in stressed PI 595099 roots. This gene plays an important role in the elongation step of protein synthesis and in this study it might be related to an increase in protein synthesis from genes involved in the defense response to M. javanica. In Poncirus trifoliata its expression was up-regulated when infected by Citrus tristeza virus (Cristofani-Yaly ). There are other transcripts that might be induced in resistant soybean roots during nematode infection, such as the zinc finger protein (Zinc finger, AN1-type, A20-type), which belongs to the gene superfamily SAP (). Members of this family have been classified according to the number of Cys-His residues that bind the zinc ion (Ciftci-Yilmaz and Mittler, 2008) and are involved in DNA recognition, RNA packaging, transcriptional activation, regulation of apoptosis, protein folding and assembly, and lipid binding (Laity ). In cDNA libraries of Poncirus trifoliata infected with Citrus tristeza virus (CTV), zinc finger genes were up-regulated, suggesting the importance of this gene in the plant response to viral infection (Cristofani-Yaly ). The exclusive expression of this gene in PI 595099 inoculated roots may indicate the activation of cellular metabolism related to stress in an attempt to control larvae development. Two arp ( genes were differentially expressed in response to nematode infection (Table 1). These genes were previously described in strawberry (Reddy and Poovaiah, 1990), tobacco (Steiner ) and pepper (Hwang ). They are very similar to genes involved in a dormancy mechanism, with dormancy gene expression being repressed by auxin (Reddy and Poovaiah, 1990; Brinkler ; Shimizu ). The expression of arp genes is associated with several stresses, such as water stress (Kohler ), salt and low temperature (Hwang ), fungus (Coram and Pang, 2006), as well as nematode infection (Alkharouf ; Proite K, 2007, Doctoral thesis, Universidade de Brasília), among others. Nevertheless, little is known of the importance of arp genes during plant-nematode interaction (de Almeida-Engler ). This study provides insights into the arp gene as a possible target of future investigation during plant stress responses, especially in nematode-interactions, since root knot formation is controlled by plant hormones such as auxin (Kim ) In addition to the genes mentioned previously, two Thioredoxin (Trxs) genes were found exclusively in the cDNA libraries from stressed soybean roots. Trxs are small proteins with a redox-active disulfide bridge and are important regulatory elements in plant metabolism (Gelhaye ). Two new Trxs isoforms were found specifically in legume with redox potential values similar to those of the classical Trxs, and one of them was shown to act as a substrate for the Medicago truncatula NADP-Trx reductase (Alkhalfioui ). In tomato, it was first demonstrated that a CITRX (Cf-9-interacting binding thioredoxin) plays a role in the regulation of plant disease resistance induced through Cf-9 (Rivas ). The Trx gene revealed herein as differentially expressed in soybean infected roots may exert negative regulation on plant metabolism and then enhance defense and hypersensitive response (HR). Gene transcripts with homology to Nuclear Transport Factor 2 (NTF2) were significantly up-regulated in infected soybean roots. A previous study has shown that the overexpression of an NTF2 (IAtNF2a) blocked the nuclear import of a plant transcription factor in Nicotiana benthamiana leaves, indicating that the excess of AtNTF2a disrupted nuclear import of a small multifunctional GTPase (Ran) involved in nucleo-cytoplasmic transport, mitotic spindle assembly, and nuclear envelope formation, in a Ran-binding dependent manner (Zhao ). The NTF2 gene was up-regulated threefold in PI595099 stressed roots, and this gene is probably contributing to an occasional abnormal cellular disorganization associated with nematode infection observed in these roots (data not shown). Many compounds involved in plant defense are synthesized in the phenylpropanoid biosynthesis pathway, such as lignin and phytoalexins. Several stress-induced phenylpropanoids can lead to cell wall polymerization, which is the first physical barrier for pathogen resistance (Dixon and Paiva, 1995). MYB represents the largest transcription factor family in Arabidopsis thaliana (Chen ) and is reported to contribute to defense response and regulatory processes in higher plants (Yanhui ). The expression patterns herein observed for MYB TFs might be indirectly involved in soybean cell wall resistance, and we infer that they may prevent larvae from penetrating, and therefore would reduce and/or delay gall formation, as observed in PI 595099 roots (data not shown). An important gene encoding a NAC-domain protein (such as and genes) was detected in the stressed PI 595099 libraries only (Contig73, Table 2). Members of this superfamily of transcription factors possess an N-terminal conserved amino acid sequence named NAC domain and are widely distributed in the plant genomes. The importance of this protein family in a range of biological processes has been reviewed by Olsen . These processes include embryonic, floral and vegetative development, lateral root formation, senescence and auxin signaling, as well as defense and wounding stresses. Members of this family were extensively studied in A. thaliana, which contains more than 90 representatives of NAC domain proteins (AtNAC). It has been also reported that the AtNAC2 gene plays a role in the ethylene and auxin signaling pathways, and is involved in the salt stress response and lateral root development (He ). Another member of this family, the SND1 gene (), is a key regulator compound in the secondary wall of A. thaliana fibers (Zhong ). In studies based on the Afimettrix soybean GeneChip, NAC transcription factor probe sets were consistently induced in the resistant TN02 line and suppressed in the susceptible soybean TN02-275 line sister during SCN race 2-interaction (Mazarei ). The role of this gene in the resistance response to M. javanica infection in soybean is unknown, but it might be induced by ethylene during injuries caused in the roots by larvae, or in cell-wall strengthening during J2 penetration. Aquaporin transcripts, such as PIP (plasma membrane intrinsic protein), one of the four groups of plant aquaporins, were also represented in the RKN-infected roots. Aquaporin is a water channel protein that shows increased expression levels in cell membranes and has an important function in cell expansion and division (Okubo-Kurihara ). Aquaporin genes have been demonstrated to be associated with H. glycines-inoculated soybean roots (Klink ) and rice leaves resistant to Magnaporthe grisea (Jantasuriyarat ), indicating that these genes might have relevant roles in plant defense responses. We infer that the presence of aquaporin PIP in PI 595099 stressed roots may elicit the plant defense machinery via water deficit signaling. Many other genes encoding proteins involved in plant defense were identified in this study, such as the DAD1 (defender against cell death 1) protein, MADS-box protein SOC 1 (suppressor of overexpression constans 1) protein, cytochrome C reductase, SAP (), glutathione-S-transferase, as well as proteins related to secondary metabolism pathways, such as chalcone synthase and 4-coumarate-CoA. Further studies on these genes will certainly contribute considerably to the understanding of the PI 595099 resistance mechanisms to M. javanica. It was expected that the gene expression pattern in non-stressed roots would reflect normal root development, and not surprisingly, several ESTs encoding proteins that are involved in plant stress response, including Ser/Thr protein kinase, putative Kunitz trypsin protease inhibitor, cysteine proteinase inhibitor, ethylene-responsive family protein and Metallothionein-like protein 1, were represented in the libraries (Table 3). Apparently, the presence of these genes at a low level might indicate an efficient basal resistance, or an injury response due to root development. Provided that these genes have been described to be involved in both injury and insect attack response (Singh ; Luo ), certain features of the PI 595099 resistance mechanism are probably present in the plant even before pathogen penetration, and the genes discussed in this study (and probably others) are up-regulated so as to to fully express the resistance phenotype. In conclusion, this study provided a global profile of gene expression changes in soybean PI 595099 during RKN attack, elucidating some elements involved in an incompatible interaction with M. javanica. Validation of the most relevant genes by quantitative PCR should provide a better understanding of RKN parasitism of soybean and aid in the identification of potential targets for genetic improvement of several crops. In addition, histological characterization studies, by monitoring various time points in the penetration and development of M. javanica juveniles (J2) in soybean PI 595099 roots, will provide insights by associating these plant resistance responses with the RKN interaction, and this is the subject of our current studies.
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1.  The SWISS-PROT protein sequence data bank and its supplement TrEMBL.

Authors:  A Bairoch; R Apweiler
Journal:  Nucleic Acids Res       Date:  1997-01-01       Impact factor: 16.971

2.  Molecular markers and cell cycle inhibitors show the importance of cell cycle progression in nematode-induced galls and syncytia.

Authors:  J de Almeida Engler; V De Vleesschauwer; S Burssens; J L Celenza; D Inzé; M Van Montagu; G Engler; G Gheysen
Journal:  Plant Cell       Date:  1999-05       Impact factor: 11.277

3.  AtNAC2, a transcription factor downstream of ethylene and auxin signaling pathways, is involved in salt stress response and lateral root development.

Authors:  Xin-Jian He; Rui-Ling Mu; Wan-Hong Cao; Zhi-Gang Zhang; Jin-Song Zhang; Shou-Yi Chen
Journal:  Plant J       Date:  2005-12       Impact factor: 6.417

4.  Acceleration of vacuolar regeneration and cell growth by overexpression of an aquaporin NtTIP1;1 in tobacco BY-2 cells.

Authors:  Emiko Okubo-Kurihara; Toshio Sano; Takumi Higaki; Natsumaro Kutsuna; Seiichiro Hasezawa
Journal:  Plant Cell Physiol       Date:  2008-11-27       Impact factor: 4.927

5.  Resistance to Root-knot, Reniform, and Soybean Cyst Nematodes in Selected Soybean Breeding Lines.

Authors:  E L Davis; D M Meyers; J W Burton; K R Barker
Journal:  J Nematol       Date:  1998-12       Impact factor: 1.402

6.  Microarray analysis of gene expression in soybean roots susceptible to the soybean cyst nematode two days post invasion.

Authors:  R Khan; N Alkharouf; H Beard; M Macdonald; I Chouikha; S Meyer; J Grefenstette; H Knap; B Matthews
Journal:  J Nematol       Date:  2004-09       Impact factor: 1.402

7.  Expression of EuNOD-ARP1 encoding auxin-repressed protein homolog is upregulated by auxin and localized to the fixation zone in root nodules of Elaeagnus umbellata.

Authors:  Ho Bang Kim; Hyoungseok Lee; Chang Jae Oh; Nam Houn Lee; Chung Sun An
Journal:  Mol Cells       Date:  2007-02-28       Impact factor: 5.034

8.  Analysis of expressed sequence tags from roots of resistant soybean infected by the soybean cyst nematode.

Authors:  Nadim Alkharouf; Rana Khan; Benjamin Matthews
Journal:  Genome       Date:  2004-04       Impact factor: 2.166

9.  Transcriptional profiling of root-knot nematode induced feeding sites in cowpea (Vigna unguiculata L. Walp.) using a soybean genome array.

Authors:  Sayan Das; Jeffrey D Ehlers; Timothy J Close; Philip A Roberts
Journal:  BMC Genomics       Date:  2010-08-19       Impact factor: 3.969

10.  The COG database: an updated version includes eukaryotes.

Authors:  Roman L Tatusov; Natalie D Fedorova; John D Jackson; Aviva R Jacobs; Boris Kiryutin; Eugene V Koonin; Dmitri M Krylov; Raja Mazumder; Sergei L Mekhedov; Anastasia N Nikolskaya; B Sridhar Rao; Sergei Smirnov; Alexander V Sverdlov; Sona Vasudevan; Yuri I Wolf; Jodie J Yin; Darren A Natale
Journal:  BMC Bioinformatics       Date:  2003-09-11       Impact factor: 3.169

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  10 in total

1.  Sequence and expression variation in SUPPRESSOR of OVEREXPRESSION of CONSTANS 1 (SOC1): homeolog evolution in Indian Brassicas.

Authors:  Tanu Sri; Pratiksha Mayee; Anandita Singh
Journal:  Dev Genes Evol       Date:  2015-08-15       Impact factor: 0.900

2.  Exploring Machine Learning Algorithms to Unveil Genomic Regions Associated With Resistance to Southern Root-Knot Nematode in Soybeans.

Authors:  Caio Canella Vieira; Jing Zhou; Mariola Usovsky; Tri Vuong; Amanda D Howland; Dongho Lee; Zenglu Li; Jianfeng Zhou; Grover Shannon; Henry T Nguyen; Pengyin Chen
Journal:  Front Plant Sci       Date:  2022-05-03       Impact factor: 6.627

3.  Transcription of Biotic Stress Associated Genes in White Clover (Trifolium repens L.) Differs in Response to Cyst and Root-Knot Nematode Infection.

Authors:  Afsana Islam; Chris F Mercer; Susanna Leung; Paul P Dijkwel; Michael T McManus
Journal:  PLoS One       Date:  2015-09-22       Impact factor: 3.240

4.  Differential gene expression in leaf tissues between mutant and wild-type genotypes response to late leaf spot in peanut (Arachis hypogaea L.).

Authors:  Suoyi Han; Hua Liu; Mei Yan; Feiyan Qi; Yaqi Wang; Ziqi Sun; Bingyan Huang; Wenzhao Dong; Fengshou Tang; Xinyou Zhang; Guohao He
Journal:  PLoS One       Date:  2017-08-25       Impact factor: 3.240

5.  Transcriptome profiling of Cucumis metuliferus infected by Meloidogyne incognita provides new insights into putative defense regulatory network in Cucurbitaceae.

Authors:  Jian Ling; Zhenchuan Mao; Mingjuan Zhai; Feng Zeng; Yuhong Yang; Bingyan Xie
Journal:  Sci Rep       Date:  2017-06-14       Impact factor: 4.379

6.  Transcriptomic analysis reveals key transcription factors associated to drought tolerance in a wild papaya (Carica papaya) genotype.

Authors:  Humberto Estrella-Maldonado; Amaranta Girón Ramírez; Gabriela Fuentes Ortiz; Santy Peraza-Echeverría; Octavio Martínez-de la Vega; Elsa Góngora-Castillo; Jorge M Santamaría
Journal:  PLoS One       Date:  2021-01-29       Impact factor: 3.240

7.  Verticillium wilt resistant and susceptible olive cultivars express a very different basal set of genes in roots.

Authors:  Jorge A Ramírez-Tejero; Jaime Jiménez-Ruiz; Alicia Serrano; Angjelina Belaj; Lorenzo León; Raúl de la Rosa; Jesús Mercado-Blanco; Francisco Luque
Journal:  BMC Genomics       Date:  2021-04-01       Impact factor: 3.969

8.  Transcription profile of soybean-root-knot nematode interaction reveals a key role of phythormones in the resistance reaction.

Authors:  Magda Aparecida Beneventi; Orzenil Bonfim da Silva; Maria Eugênia Lisei de Sá; Alexandre Augusto Pereira Firmino; Regina Maria Santos de Amorim; Erika Valéria Saliba Albuquerque; Maria Cristina Mattar da Silva; Joseane Padilha da Silva; Magnólia de Araújo Campos; Marcus José Conceição Lopes; Roberto Coiti Togawa; Georgios Joanis Pappas; Maria Fatima Grossi-de-Sa
Journal:  BMC Genomics       Date:  2013-05-10       Impact factor: 3.969

9.  Molecular Cloning, Characterization, and Expression of MiSOC1: A Homolog of the Flowering Gene SUPPRESSOR OF OVEREXPRESSION OF CONSTANS1 from Mango (Mangifera indica L).

Authors:  Junya Wei; Debing Liu; Guoyin Liu; Jie Tang; Yeyuan Chen
Journal:  Front Plant Sci       Date:  2016-11-29       Impact factor: 5.753

10.  Identification of the Complex Interplay Between Nematode-Related lncRNAs and Their Target Genes in Glycine max L.

Authors:  Masoumeh Ahmadi Khoei; Marzieh Karimi; Roya Karamian; Sahand Amini; Aboozar Soorni
Journal:  Front Plant Sci       Date:  2021-12-10       Impact factor: 5.753

  10 in total

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