| Literature DB >> 25651892 |
Shanshan Xie1, Huijun Wu2, Lina Chen3, Haoyu Zang4, Yongli Xie5, Xuewen Gao6.
Abstract
BACKGROUND: Plant growth-promoting rhizobacteria (PGPR) are soil beneficial microorganisms that colonize plant roots for nutritional purposes and accordingly benefit plants by increasing plant growth or reducing disease. However, the mechanisms and pathways involved in the interactions between PGPR and plants remain unclear. In order to better understand these complex plant-PGPR interactions, changes in the transcriptome of the typical PGPR Bacillus subtilis in response to rice seedlings were analyzed.Entities:
Mesh:
Year: 2015 PMID: 25651892 PMCID: PMC4326333 DOI: 10.1186/s12866-015-0353-4
Source DB: PubMed Journal: BMC Microbiol ISSN: 1471-2180 Impact factor: 3.605
Figure 1Effect of OKB105 on rice (cultivar 9311) growth. Rice seeds (cultivar 9311) were soaked in B. subtilis OKB105 suspensions at cell densities of 106 cfu ml-1 for 2 h, blotted dry and then placed in wet blotters and incubated in a growth chamber. The shoot and root lengths of rice seedlings were measured after 10 days.
Figure 2Real-time PCR analysis of genes involved in biofilm formation and degradation of nutrients. B. subtilis OKB105 cells were harvested at different times during interaction with rice seedlings (15 min, 30 min, 1 h, 2 h, 4 h, 6 h, 8 h, 10 h and 12 h) for extracting total RNA. The gene galE encoding UDP-glucose-4-epimerase, ywkA encoding malate dehydrogenase and araA encoding L-arabinose isomerase were identified, and are known to be involved in nutrient degradation. TasA encoding major a biofilm matrix component, srfAA encoding surfactin synthetase, and sinI encoding antagonist of SinR were also identified, and are involved in biofilm formation.
Figure 3Cluster analysis of microarray data. CK, B. subtilis OKB105 without contact with rice seedlings; T, B. subtilis OKB105 after interaction with rice seedlings. The cluster analysis was performed using Cluster 3.0 software. Red and green indicate higher (>2.0) and lower (<0.5) ratios, respectively. Each treatment was repeated three times.
OKB105 genes differentially expressed in response to rice seedlings
|
|
|
|
|
|---|---|---|---|
| Up-regulated genes | |||
| Cell wall (3.85%) | |||
|
| UTP-glucose-1-phosphate uridylytransferase | 2.631 |
|
|
| Penicillin-binding protein 5 | 2.2647 | 0 |
| Transport/binding and lipoproteins (15.38%) | |||
|
| Putative drug exporter of the RND superfamily | 16.1482 | 0 |
|
| PTS mannitol-specific enzyme II CB component | 5.7777 | 0 |
|
| Multidrug resistance protein | 5.2704 |
|
|
| Transporter | 3.8449 | 0 |
|
| Efflux transporter | 2.7977 | 0 |
|
| Amino acid carrier protein | 2.1064 | 0 |
|
| Cation efflux system | 2.083 | 0 |
|
| 2-Oxoglutarate/malate translocator | 2.0806 | 0 |
| Sensors (signal transduction) (3.85%) | |||
|
| Two-component response regulator YclK | 2.4004 | 0 |
|
| Two-component sensor histidine kinase | 2.3307 | 0 |
| Sporulation (1.92%) | |||
|
| Response regulator aspartate phosphatase | 2.408 | 0 |
| Metabolism of carbohydrates and related molecules (11.54%) | |||
|
| Mannitol-1-phosphate dehydrogenase | 5.5707 | 0 |
|
| Malate dehydrogenase | 4.12 | 0 |
|
| L-arabinose isomerase | 2.7149 | 0 |
|
| UDP-glucose 4-epimerase | 2.6384 | 0 |
|
| UTP-glucose-1-phosphate uridylytransfarase | 2.631 | 0 |
|
| Citrate synthase III | 2.0082 | |
| Metabolism of amino acids and related molecules (9.62%) | |||
|
| Glutamate-5-kinase | 2.5409 | 0 |
|
| L-alanine dehydrogenase | 2.3522 | 0 |
|
| Arginine decarboxylase | 2.2631 | 0 |
|
| Glutamate racemase | 2.0801 |
|
|
| histidase | 2.0154 | 0 |
| Metabolism of lipids (1.92%) | |||
|
| Hydroxymethylglutary-COA lyase | 2.2458 |
|
| RNA regulation (13.46%) | |||
|
| MarR family transcriptional regulator | 13.515 | 0 |
|
| Transcriptional regulator (MarR family) | 7.9016 | 0 |
|
| Transcriptional regulator (TerR/AcrR family) | 7.5195 | |
|
| Trp repressor binding protein | 2.5366 | 0 |
|
| Transcriptional repressor of the fructose operon | 2.4164 | 0 |
|
| Lrp/Asnc family transcriptional regulator | 2.2458 | 0 |
|
| MarR family transcriptional regulator | 2.1994 | 0 |
| Protein synthesis (1.92%) | |||
|
| Phenylalanyl-tRNA synthetase | 2.0356 | 0 |
| Protein modification (1.92%) | |||
|
| Serine/threonine protein kinase | 2.3234 | 0 |
| Adaptation to atypical conditions (1.92%) | |||
|
| Serine phosphatase | 2.1821 | 0 |
| Detoxification (1.92%) | |||
|
| Toxic anion resistance protein | 3.4438 | 0 |
| Phage-related functions (1.92%) | |||
|
| Phage infection protein | 5.0703 | 0 |
| Unknown (28.85%) | |||
|
| Putative integral inner membrane protein | 3.8449 | 0 |
|
| Putative hydrolase | 3.5212 | 0 |
|
| Hypothetical protein | 3.0863 | 0 |
|
| Putative integral inner membrane protein | 2.6702 | 0 |
|
| Putative conserved membrane protein | 2.4775 | 0 |
|
| Putative bacteriocin | 2.4261 | 0 |
|
| Putative Fe-S oxidoreductase | 2.4164 | 0 |
|
| Hypothetical protein | 2.3804 | 0 |
|
| Putative integral inner membrane protein | 2.2993 | 0 |
|
| Putative transporter | 2.2629 | 0 |
|
| Hypothetical protein | 2.2497 | 0 |
|
| Putative Pit accessory protein | 2.0901 | 0 |
|
| Putative integral inner membrane protein | 2.0405 | 0 |
|
| Hypothetical protein | 2.0219 | 0 |
| Down-regulated | |||
| Cell wall (8.06%) | |||
|
| Biosynthesis of teichuronic acid | 0.4536 | 0 |
|
| Biosynthesis of teichuronic acid | 0.4382 | 0 |
|
| N-Acetylglucosaminidase | 0.4371 | 0 |
|
| Biosynthesis of teichuronic acid | 0.435 | |
|
| Biosynthesis of teichuronic acid | 0.3949 | 0 |
|
| Biosynthesis of teichuronic acid | 0.3922 | 0 |
|
| Biosynthesis of teichuronic acid | 0.3855 | 0 |
|
| Penicillin-binding protein 4 | 0.3219 | 0 |
|
| Biosynthesis of teichuronic acid | 0.319 | 0 |
|
| Biosynthesis of teichuronic acid | 0.2841 | 0 |
| Transport/binding proteins and lipoproteins (8.87%) | |||
|
| Glycine betaine transporter | 0.491 | 0 |
|
| γ-Aminobutyrate permease | 0.4897 | 0 |
|
| Lipoproteins | 0.4892 | 0 |
|
| Inositol transport protein | 0.4687 | 0 |
|
| ABC transporter permease | 0.4536 | 0 |
|
| ABC transporter | 0.3579 | 0 |
|
| Glycerol uptake facilitor | 0.3393 | 0 |
|
| Transmembrane lipoprotein | 0.3054 | 0 |
|
| Lipoprotein | 0.221 | 0 |
|
| ABC transporter | 0.2021 | 0 |
|
| Antibotic resistance protein | 0.1847 | 0 |
| Mobility and chemotaixs (6.45%) | |||
|
| Flagellar protein required for flagellar formation | ||
|
| Flagellar protein | 0.4886 | 0 |
|
| Flagellar hook-associated protein 1 (HAP1) | 0.4395 | 0 |
|
| Flagellin protein | 0.3963 | 0 |
|
| Flagellar hook-length control | 0.3692 | 0 |
|
| Flagellar hook-associated protein # (HAP3) | 0.361 | 0 |
|
| Modulation of cheA activity in response to attractants | 0.3404 | 0 |
|
| Flagellar protein required for formation of basal body | 0.2175 | 0 |
| Sporulation (8.06%) | |||
|
| Spore maturation protein | 0.4981 | 0 |
|
| Phosphatase regulator | 0.4976 | 0 |
|
| Matyration of the outermost layer of the spore | 0.4922 | 0 |
|
| Required for translation of spoIII D | 0.4893 | 0 |
|
| Response regulator aspartate phosphatase | 0.4844 | 0 |
|
| Small acid-soluble spore protein | 0.4354 | 0 |
|
| Phosphatase regulator | 0.4216 | 0 |
|
| Response regulator aspartate phosphatase | 0.3595 | 0 |
|
| Protein required for proper spore morphogenesis and germination | 0.1561 | 0 |
|
| Forespore-specific protein | 0.2353 | 0 |
| Metabolism of carbohydrates and related molecules (9.68%) | |||
|
| Arabinan-endo-1,5-α-L-arabinase | 0.4833 | 0 |
|
| Pyruvate dehydrogenase | 0.4766 | 0 |
|
| β-Glucosidase | 0.4239 | 0 |
|
| Myo-inositol catabolism | 0.4076 | 0 |
|
| Myo-inositol catabolism | 0.3885 | 0 |
|
| Glycerol kinase | 0.3478 | 0 |
|
| Rhamnogalacturonyl dehydrogenase | 0.299 | 0 |
|
| Myo-inositol catabolism | 0.2972 | 0 |
|
| Myo-inositol catabolism | 0.2712 | 0 |
|
| Myo-inositol catabolism | 0.2634 | 0 |
|
| Myo-inositol catabolism | 0.2609 | 0 |
|
| Unsaturated rhamnogalacturonyl hydrolase | 0.2221 | 0 |
| Metabolism of amino acids and related molecules (9.68%) | |||
|
| Argininosuccinate synthase | 0.49 | 0 |
|
| 2-Isopropylmalate synthase | 0.4795 | 0 |
|
| Acylaminoacyl-peptidase | 0.4718 | 0 |
|
| Minor extracellular serine protease | 0.4661 | 0 |
|
| 3-Isopropylmalate dehydratase | 0.462 | 0 |
|
| Processing protease | 0.4612 | 0 |
|
| 3-Inospropylmalate dehydratase | 0.4476 | 0 |
|
| Minor extracellular serine protease | 0.429 | 0 |
|
| N-Acetylornithine aminotransferase | 0.394 | 0 |
|
| Amino acid racemase | 0.3608 | 0 |
|
| Ketol-acid dehydratase | 0.3524 | 0 |
|
| Lysine decarboxylase | 0.2553 | 0 |
| Metabolism of nucleotides and nucleic acids (4.03%) | |||
|
| Glutamine phosphoribosylpyrophosphate aminotransferase | 0.4532 | 0 |
|
| Phosphoribosylglycinamidezole synthetase | 0.4313 | 0 |
|
| Phosphoribosylglycinamide synthetase | 0.4158 | 0 |
|
| Phosphoribosylglycinamide carboxy formyl formyltransferase | 0.4008 | 0 |
|
| Phosphoribosylglycinamide formyltransferase | 0.3243 | 0 |
| Metabolism of lipids (2.42%) | |||
|
| Acetyl-CoA C-acyltransferase | 0.4973 | 0 |
|
| Glycerophosphoryl diester phosphodiesterase | 0.4721 | 0 |
|
| 3-Oxoacyl-acyl-carrier protein reductase | 0.4424 | 0 |
| Metabolism of coenzymes and prosthetic groups (0.81%) | |||
|
| Folyl-polyglutamate synthetase | 0.3952 | 0 |
| RNA synthesis (4.84%) | |||
|
| Two-component response regulator central for the initiation of sporulation | 0.4924 | 0 |
|
| RNA polymerase major sigma factor | 0.4332 | 0 |
|
| Transcriptional regulator of transition state genes | 0.4266 | 0 |
|
| Transcriptional regulator | 0.3154 | 0 |
|
| RNA polymerase ECF-type sigma factor | 0.2552 | 0 |
|
| Transcriptional regulator | 0.2517 | 0 |
| Protein synthesis (2.42%) | |||
|
| Negative regulator of sigma-Y antivity | 0.2727 | 0 |
|
| Sigma-Y antisigma factor component | 0.2629 | 0 |
|
| Sigma-Y antisigma factor | 0.2276 | 0 |
| Aminoacyl-tRNA synthetases (1.61%) | |||
|
| Isoleucyl-tRNA synthetase | 0.4435 | 0 |
|
| Valy-tRNA synthetase | 0.3497 | 0 |
| Detoxification (1.61%) | |||
|
| Erythromycin esterase | 0.4784 | 0 |
|
| Fosfomycin resistance protein | 0.4711 | 0 |
| Unknown (31.45%) | |||
|
| Hypothetical protein | 0.4827 | 0 |
|
| Hypothetical protein | 0.4766 | 0 |
|
| Hypothetical protein | 0.474 | 0 |
|
| Putative kinesin-like protein | 0.473 | 0 |
|
| Putative serine/threonine-protein kinase | 0.4723 | 0 |
|
| Hypothetical protein | 0.4715 | 0 |
|
| Hypothetical protein | 0.4711 | 0 |
|
| Hypothetical protein | 0.4647 | 0 |
|
| Hypothetical protein | 0.4627 | 0 |
|
| Hypothetical protein | 0.4602 | 0 |
|
| Hypothetical protein | 0.4522 | 0 |
|
| Putative oxidoreductase | 0.4424 | 0 |
|
| Hypothetical protein | 0.4406 | 0 |
|
| Hypothetical protein | 0.4349 | 0 |
|
| Hypothetical protein | 0.4316 | 0 |
|
| Hypothetical protein | 0.4297 | 0 |
|
| Hypothetical protein | 0.4239 | 0 |
|
| Hypothetical protein | 0.4205 | 0 |
|
| Hypothetical protein | 0.4165 | 0 |
|
| Hypothetical protein | 0.4042 | 0 |
|
| Putative integral inner membrane protein | 0.4036 | 0 |
|
| Putative nucleoside-diphosphate-sugar epimerase | 0.3851 | 0 |
|
| Hypothetical protein | 0.3787 | 0 |
|
| Hypothetical protein | 0.3598 | 0 |
|
| Hypothetical protein | 0.3565 | 0 |
|
| Hypothetical protein | 0.3557 | 0 |
|
| Putative integral inner membrane protein | 0.3394 | 0 |
|
| Hypothetical protein | 0.3291 | 0 |
|
| Hypothetical protein | 0.2553 | 0 |
|
| Putative S-adenosylmethionine-dependent methyltransferase | 0.2325 | 0 |
|
| Hypothetical protein | 0.2091 | 0 |
|
| Hypothetical protein | 0.1604 | 0 |
Figure 4Functional categories of OKB105 genes exhibiting altered transcription after interaction with rice seedlings. 122 genes were of known function and classified accordingly, while 54 were of unknown function.
Figure 5Real-time PCR validation of differentially expressed genes. Expression levels of randomly selected genes were measured using a 7500 Fast real-time PCR System. Statistically significant differences were determined using Fisher’s test (P ≤0.05).
Figure 6A subset of OKB105 genes exhibiting altered expression in response to rice seedlings. I, genes involved in metabolism or transport of carbohydrates and amino acids; II, genes associated with RNA synthesis including transcriptional regulators associated with stress responses; III, genes involved in chemotaxis, motility and sporulation; IV, genes associated with teichuronic acid biosynthesis. Cluster analysis was performed using cluster 3.0 software. Red and green indicate higher (>2.0) and lower (<0.5) ratios, respectively. Each treatment was repeated three times.