Effects of the Application of Pseudomonas cedrina DY1-3 on the Growth of Maize Plants and the Structure of Soil Bacterial Community
Abstract
:1. Introduction
2. Materials and Methods
2.1. Test Strains and Experimental Materials
2.2. Soil Sample Collection
2.3. Determination of Soil Physical and Chemical Properties
2.4. Sequencing of Amplicons of Soil Bacterial 16S rRNA V3-V4 Region
2.5. Potting Experiment
2.6. Data Analysis
3. Results
3.1. Physico-Chemical Properties of Virgin Soil and Sequencing Analysis of 16S rRNA V3-V4 Region Amplicon of Soil Bacteria
3.1.1. Physico-Chemical Properties of the Original Soil
3.1.2. Raw Soil Data Pre-Processing Statistics, Quality Control, and OUT Distribution Analysis
3.1.3. Analysis of Alpha Diversity Indices of Pristine Soil Bacterial Communities
3.1.4. Analysis of the Composition of the Original Soil Bacterial Community
3.1.5. Analysis of Primary Soil Bacterial Community Structure and Environmental Factors
3.2. Investigating the Effects of the Application of DY1-3 Bacterial Suspension in Arable Soil on the Growth of Maize Seedlings and the Structure of Soil Bacterial Communities
3.2.1. Analysis of the Results of the Determination of Growth and Physiological Indexes of Potted Plants in Arable Soil
3.2.2. Analysis of the Results of the Determination of Physico-Chemical Properties of Soil in Pots of Arable Soil
3.2.3. Statistics on Pre-Processing of Arable Soil Data After Potting, Quality Control and Analysis of OUT Distribution
3.2.4. Analysis of Alpha Diversity Indices of Soil Bacterial Communities in Arable Land After Potting Plants
3.2.5. Analysis of Bacterial Community Composition in Arable Soil After Potting
3.2.6. RDA Analysis Between Soil Bacterial Community Structure Composition and Soil Physicochemical Factors in Arable Soil
3.3. Investigating the Effect of the Application of DY1-3 Bacterial Suspension in Saline Soil on the Growth of Maize Seedlings and the Structure of Soil Bacterial Community
3.3.1. Measurement Results of Growth and Physiological Indexes of Potted Plants in Saline Soil
3.3.2. Results of Physicochemical Property Determination of Soil in Potting Saline Soil
3.3.3. Pre-Processing Statistics, Quality Control and OUT Distribution Analysis of Saline Soil Data After Potting Treatment
3.3.4. Analysis of Alpha Diversity Indices of Bacterial Communities in Saline Soils After Potting
3.3.5. Analysis of Bacterial Community Composition of Saline Soil After Potting
3.3.6. RDA Analysis of the Structural Composition of Saline–Alkaline Soil Bacterial Community and Soil Physicochemical Factors
3.4. Investigate the Effects of DY1-3 Strain Application and Planting of Maize Seedlings on Soil Improvement in Saline and Alkaline Soils
4. Discussion
4.1. Differences in Physico-Chemical Properties and Microbial Community Structure of Different Soil Types
4.2. Effects of DY1-3 Solution on the Growth of Maize Seedlings, Soil Physico-Chemical Properties and Bacterial Community Structure in Arable Soil
4.3. Effects of the Application of DY1-3 Bacterial Suspension on the Growth of Maize Seedlings, Soil Physico-Chemical Properties, and Bacterial Community Structure in Saline Soil
4.4. Amelioration Effect of DY1-3 Bacterial Suspension Application and Planting of Maize Seedlings on Saline Soil
5. Conclusions
- There were significant differences between arable and saline soils in terms of soil physico-chemical properties and bacterial community structure composition, while TS was the main environmental factor influencing the composition and diversity of microbial communities. Differences in microbial metabolism between the two soils due to differences in various soil physico-chemical properties and differences in microbial community composition and diversity, mainly due to differences in TS content, may be a key determinant of differences in agricultural use of the soils.
- In arable soils, the application of DY1-3 bacterial suspension did not have much effect on the physicochemical factors and soil bacterial communities we measured, but more on the pro-biotic aspect of the plants, which could increase the plant height, SOD, and chlorophyll content of maize seedlings, but the elemental variations in the soil could still have an effect on the abundance of microbial communities. This may be related to the fact that our bacteria come from stressful environments, in which they are better able to carry out soil amelioration effects, whereas they may produce and metabolise more pro-biotic biomass to help plant growth in more suitable soil environments. Moreover, maize utilised more AK in soil during growth, while in the RDA analysis of soil physicochemical factors and bacterial community composition, it was found that AK content was also a key factor influencing the structural composition of the bacterial community.
- In saline soil, the application of DY1-3 bacterial suspension also had a significant positive effect on the growth of maize plants and the richness of bacterial community, as well as an obvious alleviation effect on the environmental stresses suffered by maize plants during the growth process. It increased the plant height, SOD, POD, CAT, and chlorophyll content and reduced the root length, root branch number, and MDA content of maize seedlings, which could lead to an increase in the diversity and abundance of the bacterial community in saline soil. And the application of DY1-3 bacterial suspension and the planting of potted plants can make the TS in saline soil decrease significantly, playing a role saline soil improvement.
- The application of DY1-3 bacterial suspension and the planting of maize seedlings had a certain positive effect on the improvement of saline soil and the improvement of fertility, which made the content of TS, AP, TN, and SOM, as well as the composition of the bacterial community in saline soil, appear close to that of arable soil.
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Sample Name | Raw Reads | Clean Reads | Effective% | OTUs |
---|---|---|---|---|
OG1 | 74,173 | 72,497 | 97.74 | 2755 |
OG2 | 55,163 | 53,284 | 96.59 | 2831 |
OG3 | 65,880 | 64,168 | 97.40 | 2795 |
OG4 | 70,811 | 68,672 | 96.98 | 2996 |
OG5 | 72,199 | 69,562 | 96.35 | 2909 |
OY1 | 35,280 | 34,935 | 99.02 | 1734 |
OY2 | 56,820 | 56,307 | 99.10 | 1822 |
OY3 | 34,110 | 33,903 | 99.39 | 1538 |
OY4 | 27,619 | 27,431 | 99.32 | 1464 |
OY5 | 38,195 | 37,911 | 99.26 | 1456 |
Sample | OTUs | Shannon | Simpson | Chao1 | Goods Coverage |
---|---|---|---|---|---|
OG | 2857 ± 96 a | 9.7569 ± 0.0960 a | 0.9967 ± 0.0002 a | 3691.515 ± 155.813 a | 0.9652 ± 0.0018 a |
OY | 1602 ± 166 b | 7.4808 ± 0.5097 b | 0.9563 ± 0.0197 b | 1866.832 ± 216.090 b | 0.9861 ± 0.0027 b |
Sample Name | Raw Reads | Clean Reads | Effective% | OTUs |
---|---|---|---|---|
GA1 | 63,783 | 60,552 | 94.93 | 3871 |
GA2 | 70,853 | 68,170 | 96.21 | 4107 |
GA3 | 74,169 | 70,836 | 95.51 | 4274 |
GA4 | 77,721 | 72,862 | 93.75 | 3867 |
GB1 | 77,223 | 74,558 | 96.55 | 3956 |
GB2 | 74,538 | 71,714 | 96.21 | 4022 |
GB3 | 71,954 | 69,852 | 97.08 | 3662 |
GB4 | 76,699 | 73,792 | 96.21 | 4020 |
Sample | OTUs | Shannon | Simpson | Chao1 | Goods Coverage |
---|---|---|---|---|---|
GA | 4029 ± 198 a | 10.1499 ± 0.1251 a | 0.9977 ± 0.0002 a | 4870.657 ± 284.790 a | 0.9783 ± 0.0016 a |
GB | 3915 ± 171 a | 10.0085 ± 0.1465 a | 0.9973 ± 0.0003 b | 4864.216 ± 230.542 a | 0.9777 ± 0.0011 a |
OG | 3880 ± 125 a | 9.9436 ± 0.1012 b | 0.9970 ± 0.0002 c | 4681.391 ± 131.868 a | 0.9789 ± 0.0009 a |
Sample Name | Raw Reads | Clean Reads | Effective% | OTUs |
---|---|---|---|---|
YA1 | 32,519 | 31,988 | 98.37 | 1894 |
YA2 | 45,575 | 44,645 | 97.96 | 1927 |
YA3 | 39,510 | 38,830 | 98.28 | 1841 |
YA4 | 40,389 | 39,622 | 98.10 | 1772 |
YB1 | 33,552 | 32,136 | 95.78 | 1543 |
YB2 | 47,322 | 45,222 | 95.56 | 1588 |
YB3 | 64,320 | 60,962 | 94.78 | 1709 |
YB4 | 72,840 | 70,647 | 96.99 | 1615 |
Sample | OTUs | Shannon | Simpson | Chao1 | Goods Coverage |
---|---|---|---|---|---|
YA | 1858 ± 68 a | 8.7032 ± 0.1808 a | 0.9895 ± 0.0039 a | 2120.417 ± 66.787 a | 0.9851 ± 0.0007 b |
YB | 1613 ± 70 b | 7.9511 ± 0.2400 b | 0.9812 ± 0.0052 a | 1894.056 ± 103.166 b | 0.9858 ± 0.0010 b |
OY | 1578 ± 156 b | 7.5832 ± 0.5175 b | 0.9613 ± 0.0200 b | 1821.878 ± 190.620 c | 0.9870 ± 0.0020 a |
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Liu, Z.; Shi, Y.; Yuan, Y.; Fan, Y.; Chen, P.; Feng, Y.; Ningjing, M.; Li, H.; Li, D.; Wu, L. Effects of the Application of Pseudomonas cedrina DY1-3 on the Growth of Maize Plants and the Structure of Soil Bacterial Community. Microorganisms 2024, 12, 2556. https://doi.org/10.3390/microorganisms12122556
Liu Z, Shi Y, Yuan Y, Fan Y, Chen P, Feng Y, Ningjing M, Li H, Li D, Wu L. Effects of the Application of Pseudomonas cedrina DY1-3 on the Growth of Maize Plants and the Structure of Soil Bacterial Community. Microorganisms. 2024; 12(12):2556. https://doi.org/10.3390/microorganisms12122556
Chicago/Turabian StyleLiu, Zhenzhen, Yanlei Shi, Ye Yuan, Yonghong Fan, Peng Chen, Yingying Feng, Mengkedala Ningjing, Haocheng Li, Daiping Li, and Lewei Wu. 2024. "Effects of the Application of Pseudomonas cedrina DY1-3 on the Growth of Maize Plants and the Structure of Soil Bacterial Community" Microorganisms 12, no. 12: 2556. https://doi.org/10.3390/microorganisms12122556
APA StyleLiu, Z., Shi, Y., Yuan, Y., Fan, Y., Chen, P., Feng, Y., Ningjing, M., Li, H., Li, D., & Wu, L. (2024). Effects of the Application of Pseudomonas cedrina DY1-3 on the Growth of Maize Plants and the Structure of Soil Bacterial Community. Microorganisms, 12(12), 2556. https://doi.org/10.3390/microorganisms12122556