Analysis of the Control Effect of Bacillus amyloliquefaciens C4 Wettable Powder on Potato Bacterial Wilt Caused by Ralstonia solanacearum
Abstract
:1. Introduction
2. Materials and Methods
2.1. Preparation of Reagents and Microbial Inocula
2.2. Determination of Antibacterial Effect and Growth
2.3. Analysis of Antibacterial Agents
2.4. Optimization of Fermentation Conditions for Surfactins
2.5. Screening Methods for Carriers and Additives of Biocontrol Agents
2.6. Selection of Single-Factor Experiments and the Box–Behnken Design
2.7. RSM Analysis and Model Validation
2.8. Preparation, Quality Testing, and Analysis of the Biocontrol Effect of Wettable Powder
2.9. Determination of Physiological Indices Related to the Disease Resistance of Bacillus amyloliquefaciens C4 Wettable Powder
2.10. Statistical Analysis
3. Results
3.1. Studies on the Antibacterial Activity and Growth of Bacillus amyloliquefaciens C4
3.2. Study on Antibacterial Active Ingredients
3.3. Optimization of the Culture Conditions for Surfactin
3.4. Screening of Carriers and Adjuvants for C4 Wettable Powders
3.5. Selection of Carrier and Additive Amounts of Wettable Powder
3.6. The Influencing Factors of RSM Were Optimized
3.7. Wettable Powder Quality Test and Biocontrol Effect of Potato Leaves
3.8. The Measurement of Physiological Indicators
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Factor | Level (%) | |||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | |
KA | 0 | 10 | 15 | 20 | 25 | 30 |
SDBS | 0 | 4 | 6 | 8 | 10 | 12 |
SL | 0 | 3 | 5 | 7 | 9 | 11 |
HA | 0 | 2 | 4 | 6 | 8 | 10 |
Gene Name | Gene Sequences |
---|---|
>iturinC (CP029466.1) | TTATTCCAGTTTGCTATGGGTGAAGACTTGATTGACATAAAGTT ATGTTTTAATGAACAAGTCTATGATCGTCAGTATATGATGCAGG TGCTCGGACATTTAAACCGGCTATTTTCTGTCATATTATTTCAGC CTGAGCTCCCCCTCGGTCAAGTGAATATTTTGCCAGAATCGGAG ACACATTCACTTCTCGTTGACAATCAAACTGCGAAAACTGAATA TCCGCGGGATAAGACGGTTTATCAGTTATTCGAAGAACAGATG AAACGAACACCGGATCAAGCAGCCGTTATTTACGGAGAAAAGC AATTCACATATCGTCAGCTCAATGAACGTGCCAATCAATTAGCC CGAACGTTAAGGAAAAAGGGGGTAAAGACGGATCGGCTCA |
>SrfAA (MK570509.1) | ACAGGAAGACATCATCGTGGGAACACCGTCAGCGGGAAGAAA TCACTCCGATACCGAGGGGCTTATCGGGATGTTTGTCAACACG CTTGCGCTGCGAAGCTCCGTGAAGCAGGATCAGACATTTGCCG GCTTGTTAGGTCATGTGCGCAAGCAGGTGCTGGATGCGTTTTCT CATCAGGATTATCCGTTTGAGTGG |
>fenD (CP044132.1) | AATCCATGTTTCTCTGAAGCTCTGCGACGCGGCGTTTTACAAAA CGTTCCTTCTCATGCTCATCGCCTTCCATTTCTAATATGGTCAGG CTGTAAAGCTGCTCATCTGCGAGGTCAGCCGGTCTGTTGAAGA GGAGAAGACCTTTCTCTTCGTCTTTTTTGCAGACAATGCGCAAG GCATCATGATGAACGGTAATGGCTTTTAACGTTTTCCTCAGAGC CTCTTCATCTATTGAATTTGCTCTCG |
Ordinal Numbers | Test Factors | Bacterial Count (×108 CFU.mL−1) | |||
---|---|---|---|---|---|
pH | Temperature (°C) | Speed (r.min−1) | Inoculum (%) | ||
1 | 5 | 23 | 170 | 3 | 51.67 ± 3.86 |
2 | 5 | 28 | 200 | 5 | 49 ± 4.32 |
3 | 5 | 33 | 230 | 7 | 39.33 ± 0.94 |
4 | 5 | 23 | 170 | 5 | 48.37 ± 2.98 |
5 | 5 | 28 | 200 | 7 | 50.63 ± 3.07 |
6 | 5 | 33 | 230 | 3 | 37.29 ± 1.03 |
7 | 7 | 23 | 200 | 7 | 59.33 ± 2.49 |
8 | 7 | 28 | 230 | 3 | 55.33 ± 7.58 |
9 | 7 | 33 | 170 | 5 | 35 ± 1.41 |
10 | 7 | 23 | 230 | 3 | 51.09 ± 1.32 |
11 | 7 | 28 | 170 | 5 | 48.31 ± 0.36 |
12 | 7 | 33 | 200 | 7 | 40.07 ± 2.09 |
13 | 9 | 23 | 230 | 5 | 38.67 ± 1.25 |
14 | 9 | 28 | 170 | 7 | 46 ± 1.63 |
15 | 9 | 33 | 200 | 3 | 57.67 ± 4.50 |
16 | 9 | 23 | 230 | 7 | 40.87 ± 0.92 |
17 | 9 | 28 | 200 | 5 | 44.31 ± 1.83 |
18 | 9 | 33 | 170 | 3 | 51.27 ± 3.33 |
k1 | 46.04 | 48.33 | 46.77 | 50.72 | |
k2 | 48.19 | 48.93 | 50.17 | 43.92 | |
k3 | 46.47 | 43.44 | 43.76 | 46.04 | |
R | 2.15 | 5.49 | 6.41 | 6.80 |
Sum of Squares | Degree of Freedom | Mean Square | F | P | |
---|---|---|---|---|---|
pH (A) | 15.446 | 2 | 7.723 | 0.290 | 0.755 |
Temperature (B) | 246.970 | 2 | 123.485 | 4.643 | 0.041 |
Speed (C) | 252.482 | 2 | 126.241 | 4.747 | 0.039 |
Inoculum (D) | 379.063 | 2 | 189.532 | 7.126 | 0.014 |
Test Factors | Level | ||
---|---|---|---|
−1 | 0 | 1 | |
A (Sodium dodecyl benzene sulfonate) | 5 | 6 | 7 |
B (Sodium lignosulfonate) | 4 | 5 | 6 |
C (Humic acid) | 5 | 6 | 7 |
Ordinal Numbers | A (Sodium Dodecyl Benzene Sulfonate) | B (Sodium Lignosulfonate) | C (Humic Acid) | Bacterial Count (×108 CFU.g−1) |
---|---|---|---|---|
1 | −1 | −1 | 0 | 55.33 |
2 | 0 | 0 | 0 | 66.67 |
3 | 0 | 0 | 0 | 65.33 |
4 | 1 | 1 | 0 | 52.33 |
5 | 1 | −1 | 0 | 57.67 |
6 | 0 | 0 | 0 | 66.33 |
7 | −1 | 1 | 0 | 52 |
8 | 0 | 1 | −1 | 56 |
9 | 0 | 0 | 0 | 68 |
10 | 1 | 0 | 1 | 50 |
11 | 0 | −1 | −1 | 60 |
12 | 0 | 0 | 0 | 67.33 |
13 | −1 | 0 | 1 | 51.67 |
14 | −1 | 0 | −1 | 52.67 |
15 | 0 | −1 | 1 | 58.33 |
16 | 0 | 1 | 1 | 51.33 |
17 | 1 | 0 | −1 | 58 |
Source | Sum of Variance | Degree of Freedom | Mean Square | F-Value | p-Value | Significance |
---|---|---|---|---|---|---|
Model | 639.49 | 9 | 71.05 | 86.02 | <0.0001 | ** |
A-Sodium dodecyl benzene sulfonate | 5.01 | 1 | 5.01 | 6.06 | 0.0433 | * |
B-Sodium lignosulfonate | 48.36 | 1 | 48.36 | 58.55 | 0.0001 | ** |
C-Humic acid | 29.41 | 1 | 29.41 | 35.61 | 0.0006 | ** |
AB | 1.01 | 1 | 1.01 | 1.22 | 0.3054 | |
AC | 12.25 | 1 | 12.25 | 14.83 | 0.0063 | ** |
BC | 2.25 | 1 | 2.25 | 2.72 | 0.1428 | |
A2 | 260.44 | 1 | 260.44 | 315.30 | <0.0001 | ** |
B2 | 86.59 | 1 | 86.59 | 104.82 | <0.0001 | ** |
C2 | 140.78 | 1 | 140.78 | 170.43 | <0.0001 | ** |
Residual | 5.78 | 7 | 0.83 | |||
Lack of Fit | 1.69 | 3 | 0.56 | 0.55 | 0.6753 | |
Pure Error | 4.10 | 4 | 1.02 | |||
Total | 645.27 | 16 |
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Primer Name | Primer Sequence (5′-3′) | Target Gene |
---|---|---|
IturinC Forward Primer | GGCTGCTGCAGATGC | iturinC |
IturinC Reverse Primer | TCGCAGATAATCGCA | |
spaS Forward Primer | GGTTTGTTGGATGGA | spaS |
spaS Reverse Primer | GCAAGGAGTCAGAGC | |
srfAA Forward Primer | TCGGGACAGGAAGAC | srfAA |
srfAA Reverse Primer | CCACTCAAACGGATA | |
fenD Forward Primer | GGCCCGTTCTCTAAAT | fenD |
fenD Reverse Primer | GTCATGCTGACGAGAGCAAA |
Name | Materials to Be Selected | Mixing Ratio |
---|---|---|
Carrier | Calcium carbonate, talc powder, kaolinite, diatomite, and precipitated silica | 5% (w/v) |
Wetting agent | Sodium dodecyl benzene sulfonate, saponin powder, and sodium diisobutyl naphthalenesulfonate | 250 μg/mL |
Dispersant | Sodium lignosulfonate, sodium tripolyphosphate, sodium carboxymethyl cellulose, and polyvinyl alcohol | 1500 μg/mL |
Protectants | Humic acid, methylcellulose, and xanthan gum | 50 μg/mL |
Treatment | Diameter of Inhibition Zone (mm) |
---|---|
Fermentation broth (A) | 11.6 ± 0.37 |
Supernatant fluid (B) | 11.58 ± 0.09 |
Crude extract of lipopeptide (C) | 11.7 ± 0.33 |
Lipopeptides | Retention Time (min) | Mass Value (M + H+) | |
---|---|---|---|
Surfactins | Surfactin A (C13) | 15.755 | 1008.6572 |
Surfactin B (C14) | 15.861 | 1022.6754 | |
Surfactin C (C15) | 16.325 | 1036.6852 | |
Surfactin C (C16) | 17.230 | 1050.7072 | |
Fengycins | Fengycin B (C16) | 11.180 | 1463.8037 |
Fengycin C (C17) | 11.262 | 1477.8188 | |
Fengycin D (C18) | 11.730 | 1491.8331 | |
Iturin A | IturinA (C13) | 15.848 | 1030.6416 |
IturinA (C14) | 16.732 | 1044.6548 | |
IturinA (C15) | 17.549 | 1058.6685 | |
IturinA (C16) | 18.005 | 1072.6885 |
Lipopeptide Antibiotics | Diameter of Inhibition Zone (mm) |
---|---|
surfactins | 13.95 ± 0.23 |
fengycins | 12.87 ± 0.05 |
iturins | 11.75 ± 0.16 |
Project | Standard | Actual Value |
---|---|---|
Frequency of microbial contamination (%) | ≤3 | 0.16 |
PH | 5.5–8.5 | 7.72 |
Fineness (%) | ≥80 | 91.79 |
Moisture content (%) | ≤4 | 2.54 |
Suspension rate (%) | ≥70 | 75.17 |
Wetting time (s) | ≤180 | 95.19 |
Drying loss (%) | ≤6 | 1.09 |
Storage stability (%) | ≥80 | 82.57 |
Treatment | Incidence Rate (%) | Disease Index | Control Efficacy (%) |
---|---|---|---|
Control (Water treatment) | 83.05 ± 7.15 a | 28.89 ± 33.63 a | |
C4 | 17.69 ± 12.09 b | 7.78 ± 8.27 b | 73.08 ± 28.61 a |
C4 wettable powder (1:300) | 8.82 ± 10.25 b | 5 ± 6.45 b | 82.7 ± 22.31 a |
C4 wettable powder (1:500) | 12.13 ± 10.85 b | 6.12 ± 7.29 b | 79.05 ± 24.79 a |
C4 wettable powder (1:1000) | 13.89 ± 10.99 b | 6.67 ± 8.36 b | 76.9 ± 28.95 a |
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Xing, Z.; Liu, D.; Luo, M.; Yang, Z.; Pang, W.; Feng, Y.; Yan, J.; He, F.; Feng, X.; Yuan, Q.; et al. Analysis of the Control Effect of Bacillus amyloliquefaciens C4 Wettable Powder on Potato Bacterial Wilt Caused by Ralstonia solanacearum. Agronomy 2025, 15, 206. https://doi.org/10.3390/agronomy15010206
Xing Z, Liu D, Luo M, Yang Z, Pang W, Feng Y, Yan J, He F, Feng X, Yuan Q, et al. Analysis of the Control Effect of Bacillus amyloliquefaciens C4 Wettable Powder on Potato Bacterial Wilt Caused by Ralstonia solanacearum. Agronomy. 2025; 15(1):206. https://doi.org/10.3390/agronomy15010206
Chicago/Turabian StyleXing, Zhixiang, Dan Liu, Meng Luo, Zelin Yang, Wenyuan Pang, Yexing Feng, Jiani Yan, Fumeng He, Xu Feng, Qiang Yuan, and et al. 2025. "Analysis of the Control Effect of Bacillus amyloliquefaciens C4 Wettable Powder on Potato Bacterial Wilt Caused by Ralstonia solanacearum" Agronomy 15, no. 1: 206. https://doi.org/10.3390/agronomy15010206
APA StyleXing, Z., Liu, D., Luo, M., Yang, Z., Pang, W., Feng, Y., Yan, J., He, F., Feng, X., Yuan, Q., Wang, Y., & Li, F. (2025). Analysis of the Control Effect of Bacillus amyloliquefaciens C4 Wettable Powder on Potato Bacterial Wilt Caused by Ralstonia solanacearum. Agronomy, 15(1), 206. https://doi.org/10.3390/agronomy15010206