Suppression Efficacy of Clubroot on Cruciferous Crops Through Application of the Humic Acid Material
Abstract
1. Introduction
2. Results and Discussion
2.1. Regression Analysis by a General Liner Mixed Model (GLMM)
2.2. Evaluating the Control Effect of HAM by a Network Meta-Analysis (NMA)
2.3. Field Trials
3. Materials and Methods
3.1. Greenhouse Experiments
3.2. Regression Analysis
3.3. Network Meta-Analysis (NMA)
3.4. Field Experiments
3.5. Disease Assessment Methods
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Experiment ID | Treatment ID a | Amount of Humic Acid Material (HAM1) for Pouring onto Soil b | Category of HAM1 Amount | Timing for Planting (Weeks After Treatment) | Category of Timing for Planting | Avarage of Day-Length (h) | Average of Sunshine Duration (h) | No. of Total Plants | No. of Plants per Pot | No. of Pots per Treatment | Disease Incidence (%) | Risk Ratio (RR) c | No. of Plants in Each Disease Severity Scale d | Disease Severity Index (DSI) e | |||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | ||||||||||||||
1 | H-4W-D | Double the standard amount | 2 | 4 weeks | 3 | 12.3 | 5.3 | 15 | 5 | 3 | 0 | 0 | 15 | 0 | 0 | 0 | 0 |
Non-treatment | - | 0 | - | 0 | 15 | 5 | 3 | 60.0 | - | 6 | 5 | 1 | 3 | 35.6 | |||
2 | H-1W | The standard amount | 1 | 1 week | 1 | 10.5 | 5.4 | 29 | 4 to 5 | 6 | 51.7 | 0.63 | 14 | 4 | 8 | 3 | 33.3 |
H-1W-D | Double the standard amount | 2 | 1 week | 1 | 29 | 4 to 5 | 6 | 37.9 | 0.46 | 18 | 2 | 5 | 4 | 27.6 | |||
Non-treatment | - | 0 | - | 0 | 28 | 4 to 5 | 6 | 82.1 | - | 5 | 7 | 11 | 5 | 52.4 | |||
3 | H-1W-D | Double the standard amount | 2 | 1 week | 1 | 11.3 | 4.7 | 30 | 5 | 6 | 96.7 | 0.97 | 1 | 2 | 8 | 19 | 83.3 |
H-3W-D | Double the standard amount | 2 | 3 weeks | 2 | 30 | 5 | 6 | 86.7 | 0.87 | 4 | 14 | 6 | 6 | 48.9 | |||
H-4W-D | Double the standard amount | 2 | 4 weeks | 3 | 30 | 5 | 6 | 73.3 | 0.73 | 8 | 9 | 9 | 4 | 43.3 | |||
Non-treatment | - | 0 | - | 0 | 30 | 5 | 6 | 100 | - | 0 | 1 | 5 | 24 | 92.2 | |||
4 | H-1W | The standard amount | 1 | 1 week | 1 | 14.2 | 4.9 | 30 | 5 | 6 | 100 | 1 | 0 | 0 | 0 | 30 | 100 |
H-1W-D | Double the standard amount | 2 | 1 week | 1 | 30 | 5 | 6 | 100 | 1 | 0 | 0 | 0 | 30 | 100 | |||
Non-treatment | - | 0 | - | 0 | 30 | 5 | 6 | 100 | - | 0 | 0 | 0 | 30 | 100 | |||
5 | H-1W-D | Double the standard amount | 2 | 1 week | 1 | 14.0 | 7.9 | 30 | 5 | 6 | 96.7 | 0.97 | 2 | 0 | 6 | 22 | 86.7 |
H-3W-D | Double the standard amount | 2 | 3 weeks | 2 | 30 | 5 | 6 | 93.3 | 0.93 | 2 | 7 | 14 | 7 | 62.2 | |||
H-4W-D | Double the standard amount | 2 | 4 weeks | 3 | 30 | 5 | 6 | 93.3 | 0.93 | 1 | 0 | 3 | 25 | 93.1 | |||
Non-treatment | - | 0 | - | 0 | 30 | 5 | 6 | 100 | - | 0 | 0 | 1 | 29 | 98.9 | |||
6 | H-1W | The standard amount | 1 | 1 week | 1 | 13.8 | 9.3 | 32 | 5 to 6 | 6 | 96.9 | 1 | 1 | 0 | 0 | 31 | 96.9 |
H-1W-D | Double the standard amount | 2 | 1 week | 1 | 32 | 5 to 6 | 6 | 84.4 | 0.87 | 5 | 0 | 2 | 25 | 82.3 | |||
Non-treatment | - | 0 | - | 0 | 32 | 5 to 6 | 6 | 96.9 | - | 1 | 0 | 0 | 31 | 96.9 |
Objective Variable | Explanatory Variable | Parameter Estimate b | Standard Error | z Value | p Value | Significance c |
---|---|---|---|---|---|---|
Risk ratio (RR) | y-Intercept a | 4.122 | 1.152 | 3.579 | 3.5 × 10−5 | *** |
Humic acid material (HAM) treatment | −1.109 | 0.538 | −2.061 | 0.039 | * | |
Interaction effect between the amount of HAM1 and planting timing | −0.371 | 0.114 | −3.260 | 1.1 × 10−3 | ** |
Trial ID | Planting Date | Rating Date | HAM Product a | Plot ID | Timing for Planting (Weeks After Treatment) | No. of Total Plants | No. of Plants in Each Disease Severity Scale b | Disease Incidence (%) | Risk Ratio (RR) c | p Value (Fisher’s Exact Test) c | Disease Severity Index (DSI) d | Wilcoxon Rank Sum Test e | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | ||||||||||||
1 | 27 September 2023 | 16 January 2024 | HAM2 | 1 | 3 weeks | 30 | 8 | 4 | 3 | 14 | 1 | 0 | 73.3 | 37.3 | |||
2 | 3 weeks | 30 | 4 | 9 | 7 | 8 | 2 | 0 | 86.7 | 36.7 | |||||||
3 | 3 weeks | 30 | 3 | 12 | 3 | 9 | 3 | 0 | 90.0 | 38.0 | |||||||
Average | - | 83.3 | 0.93 | p = 0.2728 ns | 37.3 | p = 0.0002 *** | |||||||||||
Non-treatment | 1 | 3 weeks | 30 | 3 | 5 | 4 | 13 | 5 | 0 | 90.0 | 48.0 | ||||||
2 | 3 weeks | 30 | 6 | 7 | 8 | 8 | 1 | 0 | 80.0 | 34.0 | |||||||
3 | 3 weeks | 30 | 0 | 0 | 0 | 13 | 16 | 1 | 100 | 72.0 | |||||||
Average | - | 90.0 | - | 51.3 | |||||||||||||
2 | 25 March 2025 | 5 June 2025 | HAM1 | 1 | 4 weeks | 30 | 0 | 5 | 8 | 12 | 5 | 0 | 100 | 51.3 | |||
2 | 4 weeks | 30 | 0 | 0 | 0 | 12 | 18 | 0 | 100 | 72.0 | |||||||
3 | 4 weeks | 30 | 1 | 4 | 9 | 16 | 0 | 0 | 96.7 | 46.7 | |||||||
Average | - | 98.9 | 0.99 | - | 56.7 | a | |||||||||||
HAM2 | 1 | 4 weeks | 30 | 0 | 0 | 0 | 5 | 25 | 0 | 100 | 76.7 | ||||||
2 | 4 weeks | 30 | 0 | 0 | 0 | 11 | 19 | 0 | 100 | 72.7 | |||||||
3 | 4 weeks | 30 | 0 | 6 | 7 | 16 | 1 | 0 | 100 | 48.0 | |||||||
Average | - | 100 | 1.00 | - | 65.8 | b | |||||||||||
Non-treatment | 1 | 4 weeks | 30 | 0 | 0 | 1 | 4 | 25 | 0 | 100 | 76.0 | ||||||
2 | 4 weeks | 30 | 0 | 0 | 0 | 2 | 28 | 0 | 100 | 78.7 | |||||||
3 | 4 weeks | 30 | 0 | 0 | 0 | 15 | 15 | 0 | 100 | 70.0 | |||||||
Average | - | 100 | - | 74.9 | c |
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Kitabayashi, S.; Nishimura, F.; Katayama, T.; Yoshida, M.; Mori, M.; Saba, M.; Inoue, Y.; Kawaguchi, A. Suppression Efficacy of Clubroot on Cruciferous Crops Through Application of the Humic Acid Material. Plants 2025, 14, 3035. https://doi.org/10.3390/plants14193035
Kitabayashi S, Nishimura F, Katayama T, Yoshida M, Mori M, Saba M, Inoue Y, Kawaguchi A. Suppression Efficacy of Clubroot on Cruciferous Crops Through Application of the Humic Acid Material. Plants. 2025; 14(19):3035. https://doi.org/10.3390/plants14193035
Chicago/Turabian StyleKitabayashi, Shoya, Fumihiro Nishimura, Takahiro Katayama, Miyu Yoshida, Mitsutaka Mori, Masafumi Saba, Yasuhiro Inoue, and Akira Kawaguchi. 2025. "Suppression Efficacy of Clubroot on Cruciferous Crops Through Application of the Humic Acid Material" Plants 14, no. 19: 3035. https://doi.org/10.3390/plants14193035
APA StyleKitabayashi, S., Nishimura, F., Katayama, T., Yoshida, M., Mori, M., Saba, M., Inoue, Y., & Kawaguchi, A. (2025). Suppression Efficacy of Clubroot on Cruciferous Crops Through Application of the Humic Acid Material. Plants, 14(19), 3035. https://doi.org/10.3390/plants14193035