| Literature DB >> 36088482 |
Mirela Mosela1, Galdino Andrade1, Luana Rainieri Massucato2, Suelen Regina de Araújo Almeida2, Alison Fernando Nogueira2, Renato Barros de Lima Filho3, Douglas Mariani Zeffa3, Silas Mian2, Allan Yukio Higashi2, Gabriel Danilo Shimizu2, Gustavo Manoel Teixeira1, Kelvin Shinohata Branco2, Marcos Ventura Faria4, Renata Mussoi Giacomin5, Carlos Alberto Scapim3, Leandro Simões Azeredo Gonçalves6,7.
Abstract
Soybean and maize are some of the main drivers of Brazilian agribusiness. However, biotic and abiotic factors are of great concern, causing huge grain yield and quality losses. Phosphorus (P) deficiency is important among the abiotic factors because most Brazilian soils have a highly P-fixing nature. Thus, large amounts of phosphate fertilizers are regularly applied to overcome the rapid precipitation of P. Searching for alternatives to improve the use of P by crops is essential to reduce the demand for P input. The use of multifunctional rhizobacteria can be considered one of these alternatives. In this sense, the objective of the present work was to select and validate bacterial strains with triple action (plant growth promoter, phosphate solubilizer, and biocontrol agent) in maize and soybean, aiming to develop a multifunctional microbial inoculant for Brazilian agriculture. Bacterial strains with high indole acetic acid (IAA) production, phosphate solubilization, and antifungal activity against soil pathogenic fungi (Rhizoctonia solani, Macrophomina phaseolina, and Fusarium solani) were selected from the maize rhizosphere. Then, they were evaluated as growth promoters in maize under greenhouse conditions. Based on this study, strain 03 (Ag75) was selected due to its high potential for increasing biomass (root and shoot) and shoot P content in maize. This strain was identified through genomic sequencing as Bacillus velezensis. In field experiments, the inoculation of this bacterium increased maize and soybean yields by 17.8 and 26.5%, respectively, compared to the control (25 kg P2O5). In addition, the inoculation results did not differ from the control with 84 kg P2O5, indicating that it is possible to reduce the application of phosphate in these crops. Thus, the Ag75 strain has great potential for developing a multifunctional microbial inoculant that combines the ability to solubilize phosphate, promote plant growth, and be a biocontrol agent for several phytopathogenic fungi.Entities:
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Year: 2022 PMID: 36088482 PMCID: PMC9464197 DOI: 10.1038/s41598-022-19515-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1Principal component analysis (A) and Pearson correlation (B) between traits evaluated in the greenhouse experiment with maize seeds inoculated with different phosphate-solubilizing bacteria. Comparison of the control treatment (without inoculation) with strain 03. SD stem diameter, PH plant height, RDM root dry mass, SDM shoot dry mass, SPC shoot phosphorus content.
Analysis of variance for grain yield in maize and soybean experiments with seeds inoculated with phosphate-solubilizing bacteria.
| Source of variation1/ | DF | Maize | DF | Soybean |
|---|---|---|---|---|
| Mean square | Mean square | |||
| rep/env | 18 | 435,164.4 | 16 | 36,016.4 |
| Environment (Env.) | 5 | 76,681,001.6 | 4 | 9,173,354.7** |
| Treatments (T) | 4 | 6,525,342.7 | 4 | 1,498,355.2 |
| Env. × T | 20 | 529,651.1ns | 16 | 197,868.4ns |
| error | 74 | 617,919.8 | 60 | 127,521.2 |
| CV (%) | 10.77 | 11.12 | ||
| Env.1 | 8939.23 | 2519.91 | ||
| Env.2 | 7024.80 | 2515.99 | ||
| Env.3 | 5497.00 | 4060.03 | ||
| Env.4 | 4996.57 | – | ||
| Env.5 | 10,101.20 | 3553.94 | ||
| Env.6 | 7236.21 | 3399.64 |
1/Env1.: Londrina (2020/2021), Env2.: Maringá (2020/2021), Env3.: Guarapuava (2020/2021), Env4.: Londrina (2021/2021), Env5.: Londrina (2021/2022) and Env6.: Guarapuava (2021/2022).
, ** and * indicates non-significance, significance at levels 1 and 5% of probability by the F test, respectively.
Figure 2Effect of phosphate solubilizing bacteria on grain yield in maize (A) and soybean (B) experiments.
Analysis of variance and Tukey’s test for phosphorus uptake efficiency (PUpE_g), phosphorus utilization efficiency (PUtE_g), and phosphorus use efficiency (PUsE_g) in maize and soybean experiments with seeds inoculated with phosphate-solubilizing bacteria.
| Source of variation1/ | DF | Maize – mean square | Soybean—mean square | ||
|---|---|---|---|---|---|
| PUpE_g | PUtE_g | PUsE_g | PUsE_g | ||
| rep/env | 9 | 0.02 | 65,497.1 | 80,434.7 | 4206.8 |
| Environment (Env.) | 2 | 0.82** | 10,236,391.6** | 1,152,283.1** | 31,648.3** |
| Treatments (T) | 4 | 0.67** | 81,158.5ns | 305,295.4** | 52,608.2** |
| Env. × T | 8 | 0.08ns | 186,044.6ns | 15,301.0ns | 1512.5ns |
| Error | 36 | 0.04 | 129,875.7 | 54,256.5 | 1822.7 |
| CV (%) | 21.57 | 26.56 | 32.09 | 29.30 | |
| 25 kg P2O5 | 0.66bc | 996.4a | 524.5ab | 165.1b | |
| 42 kg P2O5 | 0.56cd | 970.2a | 458.7b | 95.8c | |
| 84 kg P2O5 | 0.34d | 1107.6a | 332.1b | 58.4d | |
| 25 kg P2O5 + Biomaphos | 0.83ab | 877.2a | 681.1a | 196.6ab | |
| 25 kg P2O5 + Ag75 | 0.95a | 976.8a | 718.4a | 212.5a | |
ns, ** and * indicates non-significance, significance at levels 1 and 5% of probability by the F test, respectively.
Means followed by different letters on the same line differ significantly from each other as measured by the Tukey test at the significance level of 5%.
Figure 3Mycelial growth inhibition of the fungi Rhizoctonia solani, Macrophomina phaseolina, and Fusarium solani using dual culture and cell-free supernatant of the Ag75 strain.
Figure 4Phylogenetic tree based on maximum likelihood analysis using 10 available genomic assemblies of Bacillus velezensis, Bacillus siamensis, Bacillus amyloliquefaciens, Bacillus subtilis, and Bacillus cereus with heatmap annotation. The mean nucleotide identity (ANI) values (%) are displayed on the heatmap, ranging from lowest (violet) to highest sequence identity (green–yellow), grouped according to the phylogenetic tree. The heatmap was annotated with a bar graph showing the varying sizes (Mb) of all 10 assemblies (on the top) and their respective GC content (%) (right side).
Figure 5Circular representation of the genome of Bacillus velezensis strain Ag75 using the BRIG program. From inside to outside, the legends are as follows: GC content, GC slope, and position of BGCs in the genome indicated by antiSMASH for DSM7, B28, NKG-1, S141, and QST 713.
Genes detected in Bacillus velezensis Ag75 genome predicated to be involved in plant growth-promoting activity.
| Gene ID | Gene name | Protein coded by the gene |
|---|---|---|
| AG75_002206 | Tryptophan synthase subunit alpha | |
| AG75_002207 | Tryptophan synthase subunit beta | |
| AG75_002209 | Indole-3-glycerol phosphate synthase TrpC | |
| AG75_002210 | Anthranilate phosphoribosyltransferase | |
| AG75_002211 | Anthranilate synthase component I | |
| AG75_002208 | Phosphoribosylanthranilate isomerase | |
| AG75_002829 | Aldehyde dehydrogenase | |
| AG75_000692 | GNAT family | |
| AG75_003625 | Auxin efflux carrier family protein | |
| AG75_000284 | Amidohydrolase | |
| AG75_001904 | Biotin biosynthesis cytochrome P450 | |
| AG75_003671 | Spermidine synthase | |
| AG75_000568 | Spermidine acetyltransferas | |
| AG75_003512 | Acetolactate decarboxylase | |
| AG75_003513 | Acetolactate synthase | |
| AG75_003514 | Transcriptional regulator | |
| AG75_00627 | 2,3-Butanediol dehydrogenase | |
| AG75_00798 | Acetoin dehydrogenase | |
| AG75_001543 | Controls biofilm development | |
| AG75_001749 | Biofilm development | |
| AG75_003250 | Scyllo-inositol 2-dehydrogenase (NADP(1) involved in biofilm formation protein | |
| AG75_001694 | RNA polymerase sigma factor for flagellar operon and Biofilm formation | |
| AG75_002430 | Master regulator of biofilm formation | |
| AG75_002934 | ||
| AG75_003332 | RNA polymerase sigma-54 factor for Biofilm formation | |
| AG75_003444 | Carbon storage regulator for Biofilm formation | |
| AG75_003450 | Negative regulator of flagellin synthesis f | |
| AG75_003473 | UDP-N-acetylglucosamine 2-epimerase for Biofilm formation | |
| AG75_000268 | Glucose 1-dehydrogenase | |
| AG75_000391 | Glucose 1-dehydrogenase | |
| AG75_002348 | Glucose-6-phosphate dehydrogenase | |
| AG75_003465 | UDP-glucose 6-dehydrogenase | |
| AG75_000825 | PhzF family phenazine biosynthesis isomerase | |
| AG75_000762 | PTS system trehalose-specific EIIBC component | |
| AG75_000764 | Trehalose operon repressor | |
| AG75_000061 | Ribosomal RNA binding protein involved in 50S recycling heat shock protein | |
| AG75_000609 | Heat shock protein 60 kDa family chaperone GroEL | |
| AG75_000608 | Heat shock protein 10 kDa family chaperone GroES | |
| AG75_000504 | Cold shock protein CspC | |
| AG75_000897 | Cold shock-like protein CspB | |
| AG75_002124 | Cold-shock protein CspD | |
| AG75_000281 | Glycine/proline betaine ABC transporter ATP-binding protein OpuAA | |
| AG75_000282 | Glycine/proline betaine ABC transporter permease subunit OpuAB | |
| AG75_000283 | Glycine/betaine ABC transporter | |
| AG75_002884 | Glycine betaine transporter OpuD | |
| AG75_002120 | Glutathione peroxidase | |
| AG75_000854 | Thiol peroxidase | |
Phosphatase genes detected in Bacillus velezensis Ag75 genome predicated to be involved in phosphorus solubilization.
| Gene ID | Gene name | Protein coded by the gene |
|---|---|---|
| AG75_000252 | Phosphodiesterase/alkaline phosphatase D | |
| AG75_000402 | Phosphatase YcsE | |
| AG75_000476 | Serine phosphatase RsbU, regulator of sigma subunit | |
| AG75_000480 | Phosphoserine phosphatase RsbX | |
| AG75_000776 | Low molecular weight protein tyrosine phosphatase | |
| AG75_001088 | Putative phosphatase YitU | |
| AG75_000928 | Alkaline phosphatase | |
| AG75_001511 | Inositol-1-monophosphatase | |
| AG75_001622 | Protein serine/threonine phosphatase PrpC, regulation of stationary phase | |
| AG75_002780 | Alkaline phosphatase synthesis transcriptional regulatory protein PhoP | |
| AG75_002053 | 3-Phytase |