| Literature DB >> 22802712 |
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
Differentially expressed genes in soybean (PI 595999) resistant roots uninfected and infected with M. javanica.
| Cluster | Statistical tests (p-values) Stekel | Audic-Claverie | Fisher | Blast best hit | ||
|---|---|---|---|---|---|---|
| Contig7 | 4 | 2 | 1.52 | 0.037 | 0.089 | Hypothetical protein |
| Contig3 | 1 | 11 | 1.92 | 0.048 | 0.114 | Metallothionein-like protein |
| Contig6 | 0 | 6 | 0.068 | 0.182 | SLAH4 (SLAC1 Homologue 4) | |
| Contig8 | 0 | 5 | 0.1 | 0.33 | SLAH1 (SLAC1 Homologue 1) | |
| Contig9 | 0 | 5 | 0.1 | 0.33 | Zinc finger, AN1-type; A20-type | |
| Contig1 | 1 | 7 | 0.81 | 0.164 | 0.44 | Auxin-repressed protein |
| Contig4 | 4 | 6 | 0.14 | 0.252 | 0.732 | Thioredoxin |
| Contig10 | 2 | 3 | 0.07 | 0.29 | 0.656 | ACL098Cp |
| Contig16 | 1 | 5 | 0.35 | 0.291 | 0.669 | Auxin-repressed protein |
| Contig2 | 3 | 10 | 0.24 | 0.3 | 0.762 | Nuclear transport factor2 (NTF-2) |
| Contig5 | 3 | 5 | 0.05 | 0.313 | 0.714 | 60S ribosomal protein |
| 11 | 19 | 65 | - | - | - | - |
PIN = PI 595099 uninoculated;
PII = PI 595099 inoculated with M. javanica.
Expressed genes during soybean (PI 595099) root and M. javanica- interaction.
| Contig | Blast best hit | Organism | Accession code | E-value | Number of ESTs PIN | Number of ESTs PII | Total number of ESTs |
|---|---|---|---|---|---|---|---|
| Contig1 | Auxin-repressed protein-like protein, Positives = 48/72 (66%) | AY183722.1 | 1e-11 | 2 | 12 | 14 | |
| Contig2 | Nuclear transport factor 2 (NTF-2), Positives = 113/124 (91%) | sp|Q9C7F5.1|NTF2_ARATH | 7e-57 | 3 | 10 | 13 | |
| Contig3 | Metallothionein-like protein 2 (MT-2) | sp|Q39459.2|MT2_CICAR | 5e-15 | 1 | 11 | 12 | |
| Contig4 | Thioredoxin-like 4, Positives = 77/104 (74%) | sp|Q8LDI5.2|TRXL4_ARATH | 4e-27 | 5 | 6 | 11 | |
| Contig5 | 60S ribosomal protein L23,Positives = 92/93 (98%) | gb|ACG48540.1| | 5e-69 | 3 | 5 | 8 | |
| Contig6 | SLAH4 (SLAC1 HOMOLOGUE 4) Positives = 134/176 (76%) | ref|NP_001077757.1| | 5e-49 | 0 | 7 | 7 | |
| Contig8 | SLAH1 (SLAC1 HOMOLOGUE 1); transporter Positives = 79/113 (69%), | ref|NP_176418.2| | 2e-29 | 0 | 6 | 6 | |
| Contig9 | Zinc finger A20 and AN1 domain-containing stress-associated protein 8 (OsSAP8) Positives = 127/169 (75%) | sp|A2YEZ6.2|SAP8_ORYSI | 8e-56 | 0 | 5 | 5 | |
| Contig10 | ACL098Cp, Positives = 28/59 (47%) | ref|NP_983306.1| | 2.7 | 2 | 3 | 5 | |
| Contig11 | N-methyltransferase Positives = 133/160 (83%) | ref|NP_565246.1| | 8e-70 | 0 | 4 | 4 | |
| Contig13 | Ubiquitin-conjugating enzyme E2-17 kDa 8 Positives = 148/148 (100%) | 834173 UBC8 | 2e-82 | 0 | 4 | 4 | |
| Contig14 | Probable glutathione S-transferase (Heat shock protein 26A) (G2-4), Positives = 56/57 (98%) | gb|AAG34798.1|AF243363_1 | 2e-25 | 0 | 4 | 4 | |
| Contig16 | Auxin-repressed protein Positives = 69/131 (52%) | gb|ACG37064.1| | 5e-13 | 1 | 5 | 6 | |
| CL1Contig2 | |||||||
| Contig17 | Probableaquaporin PIP-type 7a (Turgor-responsiveprotein 7ª, 31), Positives = 107/108 (99%) | gb|AAK66766.1|AF386739_1 | 1e-54 | 0 | 3 | 3 | |
| Contig18 | Histone-lysine N-methyltransferase ASHR1, Positives = 30/54 (55%) | sp|Q7XJS0.2|ASHR1_ARATH | 6.1 | 1 | 2 | 3 | |
| Contig19 | Auxin response factor 2 (ARF1-binding protein) (ARF1-BP) Positives = 49/57 (85%). | gb|ABC69711.1| | 9e-16 | 0 | 3 | 3 | |
| Contig20 | Adenine phosphoribosyl transferase 1 (APRT 1), Positives = 164/174 (94%) | gb|ABB86271.1| | 2e-81 | 0 | 3 | 3 | |
| Contig21 | Acetyl-CoAcarboxylase, alpha subunit Positives = 31/56 (55%) | ref|ZP_01059904.1| | 34.7 | 0 | 3 | 3 | |
| Contig25 | Chloroplast 50S ribosomalprotein L14, Positives = 94/94 (100%). | ref|YP_538801.1| | 5e-45 | 0 | 3 | 3 | |
| Contig33 | Acyl carrier protein, mitochondrial precursor (ACP) (NADH-ubiquinoneoxidoreductase 9.6 kDasubunit) (MtACP-1), Positives = 79/120 (65%) | sp|P53665.1|ACPM_ARATH | |||||
| 9e-25 | 0 | 2 | 2 | ||||
| Contig34 | Kinesin light chain 3 (Kinesin light chain KLCt) Positives = 122/137 (89%) | gb|AAM63491.1| | 1e-54 | 0 | 2 | 2 | |
| Contig35 | Predicted protein Positives = 30/57 (52%) | gb|EDK41815.2| | 0.90 | 0 | 2 | 2 | |
| Contig36 | Putative non-LTR retroelement reverse transcriptase, related Positives = 49/115 (42%) | gb|ABN08132.1| | 1e-06 | 0 | 2 | 2 | |
| Contig37 | ATP synthase 6 kDa subunit, mitochondrial Positives = 20/23 (86%) | sp|P80497.1|ATPY_SOLTU | 4e-05 | 0 | 2 | 2 | |
| Contig38 | Transcription factor MYBZ2 Positives = 131/131 (100%) | gb|ABI73970.1| | 6e-119 | 0 | 2 | 2 | |
| Contig39 | Thioredoxin-like protein 1 Positives = 149/169 (88%) | gb|ACG24478.1| | 1e-66 | 0 | 2 | 2 | |
| Contig41 | No hit blast | 0 | 2 | 2 | |||
| Contig42 | Dolichyl-diphosphooligosaccharide—protein glycosyltransferase subunit DAD1 (Defender against cell death 1) (DAD-1) (AtDAD1), Positives =111/113 (98%), | ref|NP_174500.1| | 3e-52 | 0 | 2 | 2 | |
| Contig43 | Anaphase-promoting complex subunit 11 (APC11) (Cyclosome subunit 11), Positives = 67/83 (80%) | sp|Q9CPX9.1|APC11_MOUSE | 2e-36 | 0 | 2 | 2 | |
| Contig44 | Unnamed protein product Positives = 39/54 (72%) | emb|CAO40176.1| | 5e-05 | 1 | 1 | 2 | |
| Contig46 | Inner membrane magnesium transporter mrs2, mitochondrial precursor (RNA-splicing protein mrs2), Positives = 58/120 (48%), | sp|P87149.1|MRS2_SCHPO | 8e-05 | 0 | 2 | 2 | |
| Contig48 | F-box/LRR-repeat protein 16 (F-box and leucine-rich repeat protein 16) Positives = 131/144 (90%) | gb|ACB87911.1| | 6e-57 | 0 | 2 | 2 | |
| Contig50 | Glucose-6-phosphate 1-dehydrogenase, cytoplasmicisoform (G6PD) Positives = 89/93 (95%) | gb|ABB55386.1| | 1e-44 | 0 | 2 | 2 | |
| Contig51 | Hypothetical protein MtrDRAFT_AC136139g5v2, Positives = 35/38 (92%). | gb|ABE93033.1| | 8e-12 | 0 | 2 | 2 | |
| Contig52 | USP family protein Positives = 27/30 (90%) | gb|ACG42306.1| | 6e-06 | 0 | 2 | 2 | |
| Contig53 | Unnamed protein product Positives = 111/119 (93%) | emb|CAO42347.1| | 6e-53 | 0 | 2 | 2 | |
| Contig54 | 39S ribosomal protein L41-A, mitochondrial precursor Positives = 79/89 (88%) | ref|NP_568574.1| | 8e-35 | 0 | 2 | 2 | |
| Contig57 | Chalconereductase Positives = 89/106 (83%) | emb|CAA11226.1| | 3e-33 | 0 | 2 | 2 | |
| Contig58 | Probable rhamnose biosynthetic enzyme 1 Positives = 94/103 (91%) | sp|Q9SYM5.1|RHM1_ARATH | 7e-46 | 0 | 2 | 2 | |
| Contig60 | Ubiquinol—cytochrome-c reductase-like protein Positives = 83/85 (97%) | dbj|BAD95225.1| | 5e-43 | 0 | 2 | 2 | |
| Contig61 | Translation initiation factor IF-2 Positives = 39/80 (48%) | ref|XP_730210.1| | 3.0 | 0 | 2 | 2 | |
| Contig62 | UPF0497 membrane protein At2g28370, Positives = 49/55 (89%) | sp|Q9SKN3.1|U4977_ARATH | 1e-20 | 0 | 2 | 2 | |
| Contig63 | MADS-box protein SOC1 (protein suppressor of constans overexpression 1) Positives = 77/82 (93%) | gb|ABC75835.1| | 3e-33 | 0 | 2 | 2 | |
| Contig64 | SAP domain-containing protein Positives = 84/117 (71%) | ref|NP_201151.2| | 3e-22 | 0 | 2 | 2 | |
| Contig65 | No blast hit | - | - | 0 | 2 | 2 | |
| Contig66 | Histone H2A.F/Z Positives = 115/116 (99%) | emb|CAA73155.1| | 4e-54 | 0 | 2 | 2 | |
| Contig68 | Hypothetical protein MGG_13574 Positives = 28/54 (51%) | ref|XP_001408018.1| | 5.9 | 0 | 2 | 2 | |
| Contig69 | No significant | - | - | 0 | 2 | 2 | |
| Contig70 | Ferredoxin Positives = 102/118 (86%) | gb|ACG39554.1| | 4e-43 | 0 | 2 | 2 | |
| Contig71 | HMG1/2-like protein (Protein SB11) Positives = 119/121 (98%) | sp|P26585.1|HMGL_SOYBN | 3e-33 | 0 | 2 | 2 | |
| Contig72 | ABI5 binding protein A1 Positives = 47/54 (87%) | dbj|BAG12827.1| | 3e-25 | 0 | 2 | 2 | |
| Contig73 | NAC domain-containing protein 29 (ANAC029) (NAC2) Positives = 64/102 (62%) | sp|O49255.1|NAC29_ARATH | 2e-17 | 0 | 2 | 2 | |
| Contig74 | At3g08610 Positives = 58/62 (93%) | gb|AAP21180.1| | 4e-23 | 0 | 2 | 2 | |
| Contig77 | Metallo-beta-lactamase superfamily protein Positives = 48/105 (45%) | gb|EDX88588.1| | 1.4 | 0 | 2 | 2 | |
| Contig79 | 4-Coumarate—CoAligase-like 5 (Peroxisomal OPC-8:0-CoA ligase 1), Positives = 175/199 (87%). | sp|Q10S72.1|4CLL4_ORYSJ | 2e-87 | 0 | 2 | 2 | |
| 55 | - | - | - | 19 | 170 | 189 |
PIN = PI 595099 uninoculated;
PII = PI 595099 inoculated with M. javanica.
Expressed genes in uninoculated soybean (PI 595099) roots.
| Contig | Name | Organism | Accession code | E-value | Number of ESTs PIN | Number of ESTs PII | Total number of ESTs |
|---|---|---|---|---|---|---|---|
| Contig7 | Hypothetical protein Positives = 66/70 (94%) | emb|CAN65763.1 | 3e-31 | 4 | 2 | 6 | |
| Contig12 | ADP-ribosylation factor Positives = 181/181 (100%) | gb|AAT08648.1| | 2e-99 | 3 | 1 | 4 | |
| Contig15 | Polyprotein Positives = 29/58 (50%) | gb|ABC70481.1 | 0.6 | 3 | 0 | 3 | |
| Contig22 | No hit blast | - | - | 3 | 0 | 3 | |
| Contig23 | Methionine-R-sulfoxidereductase B1 protein Positives = 130/148 (87%) | gb|ABO64854.1| | 1e-72 | 3 | 0 | 3 | |
| Contig24 | Ser/Thr protein kinase Positives = 31/31 (100%). | dbj|BAD95894.1| | 7e-10 | 2 | 1 | 3 | |
| Contig26 | Wound-induced basic protein, Positives = 46/47 (97%), | emb|CAO15234.1| | 5e-17 | 2 | 1 | 3 | |
| Contig27 | No hit blast | - | - | 3 | 0 | 3 | |
| Contig28 | Auxin-repressed 12.5 kDa protein, Positives = 52/55 (94%) | gb|AAG33924.1| | 1e-23 | 3 | 0 | 3 | |
| Contig29 | 60S ribosomal protein L27a-2 Positives = 124/134 (92%). | sp|Q9LR33.1|R27A2_ARATH | 5e-54 | 3 | 0 | 3 | |
| Contig30 | No hit blast | - | - | 3 | 0 | 3 | |
| Contig31 | Putative Kunitz trypsin protease inhibitor Positives = 109/109 (100%.) | gb|ACA23205.1| | 2e-59 | 3 | 0 | 3 | |
| Contig32 | Metallothionein-like protein 1 Positives = 45/57 (78%) | sp|P43399.1|MT1_TRIRP | 8e-13 | 3 | 0 | 3 | |
| Contig40 | Cysteine proteinase inhibitor (Cystatin) Positives = 88/94 (93%), | sp|Q06445.1|CYTI_VIGUN | 5e-41 | 2 | 0 | 2 | |
| Contig45 | Grx_I1 - glutaredoxin subgroup III, Positives = 94/170 (55%) | gb|ACG27551.1| | 2e-27 | 2 | 0 | 2 | |
| Contig47 | Ethylene-responsive family protein, Positives = 97/121 (80%) | ref|NP_194639.1| | 7e-42 | 2 | 0 | 2 | |
| Contig49 | Histidine-containing phosphotransfer protein 1 Positives = 130/154 (84%) | sp|Q9ZNV9.1|AHP1_ARATH | 7e-46 | 2 | 0 | 2 | |
| Contig55 | Putative mitochondrial ABC transporter ATM1b Positives = 39/79 (49%) | gb|AAY27418.1| | 5.1 | 2 | 0 | 2 | |
| Contig56 | Hypothetical protein Positives = 73/77 (94%) | emb|CAN70604.1| | 5e-32 | 2 | 0 | 2 | |
| Contig59 | Ribosomal protein L19 Positives = 78/82 (95%) | gb|AAT08672.1| | 5e-26 | 2 | 0 | 2 | |
| Contig67 | Small nuclear ribonucleoprotein, putative Positives = 52/53 (98%) | gb|AAM63846.1| | 1e-22 | 2 | 0 | 2 | |
| Contig75 | Hypothetical protein OsI_20016 Positives = 32/63 (50%) | gb|EEC79253.1| | 9.0 | 2 | 0 | 2 | |
| Contig76 | Putative lysine decarboxylase, Positives = 31/32 (96%) | dbj|BAG70979.1| | 5e-08 | 2 | 0 | 2 | |
| Contig78 | Far-red impaired responsive family protein / FAR1 family protein, Positives = 178/235 (75%) | ref|NP_567085.1| | 2e-65 | 2 | 0 | 2 | |
| 24 | 61 | 6 | 67 |
PIN = PI 595099 uninoculated;
PII = PI 595099 inoculated with M. javanica.
Figure 1Frequency distribution for differentially expressed genes in soybean (PI 595999) resistant roots uninfected (blue) and infected (red) with M. javanica.