| Literature DB >> 35889120 |
Luana Rainieri Massucato1, Suelen Regina de Araújo Almeida1, Mayara Barbosa Silva2, Mirela Mosela3, Douglas Mariani Zeffa4, Alison Fernando Nogueira1, Renato Barros de Lima Filho4, Silas Mian1, Allan Yukio Higashi1, Gustavo Manoel Teixeira3, Gabriel Danilo Shimizu1, Renata Mussoi Giacomin5, Ricardo Cancio Fendrich2, Marcos Ventura Faria6, Carlos Alberto Scapim4, Leandro Simões Azeredo Gonçalves1,4.
Abstract
Increasing phosphorus (P) use efficiency in agricultural systems is urgent and essential to significantly reduce the global demand for this nutrient. Applying phosphate-solubilizing and plant growth-promoting bacteria in the rhizosphere represents a strategy worthy of attention. In this context, the present work aimed to select and validate bacterial strains capable of solubilizing phosphorous and promoting maize growth, aiming to develop a microbial inoculant to be used in Brazilian agriculture. Bacterial strains from the maize rhizosphere were evaluated based on their ability to solubilize phosphate and produce indole acetic acid. Based on these characteristics, 24 strains were selected to be further evaluated under laboratory, greenhouse, and field conditions. Among the selected strains, four (I04, I12, I13, and I17) showed a high potential to increase maize root growth and shoot P content. Strains I13 (Ag87) and I17 (Ag94) were identified by genomic sequencing as Bacillus megaterium and Lysinibacillus sp., respectively. These strains presented superior yield increments relative to the control treatment with 30% P. In addition, combining Ag87 and Ag94 resulted in even higher yield gains, indicating a synergistic effect that could be harnessed in a commercial inoculant for Brazilian agriculture.Entities:
Keywords: Zea mays L.; microbial inoculants; phosphorus solubilization; phosphorus use efficiency
Year: 2022 PMID: 35889120 PMCID: PMC9315647 DOI: 10.3390/microorganisms10071401
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Figure 1Multivariate analysis and correlation among traits evaluated in maize experiments (germination paper and greenhouse) with seeds inoculated with different phosphorus-solubilizing bacteria. (a) Principal component analysis; (b) Pearson correlation; and (c) UPGMA hierarchical grouping. (×: No significant effect). (ARD: average root diameter, RSA: root surface area, RL: root length, RDM: root dry mass, SDM: shoot dry mass, and SPC: shoot phosphorus content. Exp_S: greenhouse experiment—sand substrate, Exp_SS: greenhouse experiment—sand:soil substrate (3:1)).
Figure 2Heatmap generated with OAT software indicating the OrthoANI values of Bacillus megaterium strain Ag87 and the closely related Bacillus species.
Figure 3Heatmap generated with OAT software indicating the OrthoANI values of Lysinibacillus sp. strain Ag94 and closely related Lysinibacillus sp. species.
Analysis of variance for grain yield in maize experiments conducted in the first and second harvests (2020/2021 and 2021, respectively) with seeds inoculated with different phosphorus-solubilizing bacteria.
| Source of Variation | First Harvest 2020/2021 | Second Harvest 2021 | Second Harvest 2021 | |||
|---|---|---|---|---|---|---|
| DF | MS (Yield) | DF | MS (Yield) | DF | MS (Yield) | |
| Repetitions/E | 12 | 1,077,861 | 6 | 471,722 | 9 | 304,887 |
| Environment (E) | 3 | 65,585,288 ** | 1 | 85,089,692 ** | 2 | 8,320,357 ** |
| Treatments (T) | 6 | 3,104,344 ** | 4 | 1,443,243 * | 4 | 2,022,543 ** |
| E × T | 18 | 837,210 * | 4 | 1,970,383 ** | 8 | 563,600 ** |
| Error | 81 | 455,739 | 24 | 394,322 | 36 | 156,392 |
| CV(%) | 9.90 | 12.62 | 7.78 | |||
| Mean Londrina | 8558.09 | 3516.60 | - | |||
| Mean Maringá | 7004.05 | 6434.40 | - | |||
| Mean Guarapuava | 4828.13 | - | - | |||
| Mean Entre Rios | 6888.12 | - | - | |||
| Mean Itiquira | - | - | 6321.41 | |||
| Mean Sorriso | - | - | 6653.19 | |||
| Mean Sapezal | - | - | 7553.43 | |||
| Shapiro–Wilk | 0.98 ns | 0.97 ns | 0.98 ns | |||
| Bartlett | 31.10 ns | 22.60 ns | 14.55 ns | |||
| Durbin–Watson | 2.24 ns | 2.63 ns | 2.51 ns | |||
ns, **, and * indicate non-significance and significance at levels of 1 and 5% probability by the F test, respectively.
Figure 4Tukey comparison (p < 0.05) for grain yield in maize experiments (first harvest—2020/2021) with seeds inoculated with different phosphorus-solubilizing bacteria at four sites in Paraná state—Brazil. (The same letter do not differ statistically at 5% probability by the Tukey test).
Tukey comparison (p < 0.05) for phosphorus uptake efficiency (PUpE_g), phosphorus utilization efficiency (PUtE_g), and phosphorus use efficiency (PUE_g) in maize experiments (first harvest—2020/2021) with seeds inoculated with different phosphorus-solubilizing bacteria at four sites in Paraná state—Brazil.
| Treatments | Londrina 1/ | Treatments | Maringá | ||||
|---|---|---|---|---|---|---|---|
| PUpE_g | PUtE_g | PUE_g | PUpE_g | PUtE_g | PUE_g | ||
| 25 kg P2O5 | 1.31 b | 395 ab | 516 a | 25 kg P2O5 | 0.72 b | 757 a | 545 ab |
| 42 kg P2O5 | 0.78 c | 494 a | 385 b | 42 kg P2O5 | 0.47 c | 689 a | 323 b |
| 84 kg P2O5 | 0.45 d | 382 ab | 172 c | 84 kg P2O5 | 0.23 d | 698 a | 160 c |
| Biomaphos | 0.92 b | 489 a | 451 ab | Biomaphos | 0.71 b | 808 a | 573 ab |
| Ag 87 | 1.27 b | 475 a | 603 a | Ag 87 | 0.76 b | 552 a | 420 b |
| Ag 94 | 1.38 a | 412 ab | 568 a | Ag 94 | 0.90 a | 593 a | 533 ab |
| Ag 87 + 94 | 1.58 a | 347 b | 548 a | Ag 87 + 94 | 0.80 ab | 790 a | 632 a |
| Treatments | Guarapuava | Treatments | Entre Rios | ||||
| PUpE_g | PUtE_g | PUE_g | PUpE_g | PUtE_g | PUE_g | ||
| 25 kg P2O5 | 0.42 c | 1836 a | 771 b | 25 kg P2O5 | 0.50 ab | 1908 a | 954 a |
| 42 kg P2O5 | 0.44 c | 1726 a | 759 b | 42 kg P2O5 | 0.34 b | 1328 b | 451 c |
| 84 kg P2O5 | 0.15 d | 1242 a | 186 c | 84 kg P2O5 | 0.19 c | 1604 a | 304 c |
| Biomaphos | 0.79 a | 1334 a | 1053 a | Biomaphos | 0.73 a | 1372 b | 1001 a |
| Ag 87 | 0.78 a | 1638 a | 1278 a | Ag 87 | 0.59 ab | 1513 b | 892 b |
| Ag 94 | 0.35 c | 2012 a | 704 b | Ag 94 | 0.52 ab | 1964 a | 1021 a |
| Ag 87 + 94 | 0.61 b | 1763 a | 1075 a | Ag 87 + 94 | 0.63 ab | 1985 a | 1250 a |
1/ Means followed by the same letter in the column do not differ statistically at 5% probability by the Tukey test.
Figure 5Tukey comparison (p < 0.05) for grain yield in maize experiments (second crop—2021) with seeds inoculated with different phosphorus-solubilizing bacteria at two sites in Paraná state—Brazil. (The same letter do not differ statistically at 5% probability by the Tukey test).
Figure 6Tukey comparison (p < 0.05) for grain yield in maize experiments (second harvest—2021) with seeds inoculated with different phosphorus-solubilizing bacteria at three sites in Mato Grosso state—Brazil. (The same letter do not differ statistically at 5% probability by the Tukey test).