Improving Efficacy of Beauveria bassiana against Stored Grain Beetles with a Synergistic Co-Formulant
Abstract
:1. Introduction
2. Materials and Methods
2.1. Test Insects
2.2. Test Items
2.3. Commodity
2.4. Bioassay 1: Initial Testing of O. surinamensis
2.5. Bioassay 2: Dose Response of O. surinamensis
2.6. Bioassay 3: Dose Response of T. confusum Adults and Larvae
2.7. Bioassay 4: Dose Response of S. granarius and the Effect of Temperature
2.8. Statistical Analysis
3. Results
3.1. Bioassay 1: Initial Testing of O. surinamensis
3.2. Bioassay 2: Dose Response of O. surinamensis
3.3. Bioassay 3: Dose Response of T. confusum Adults and Larvae
3.4. Bioassay 4: Dose Response of S. granarius and the Effect of Temperature
4. Discussion
5. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Formulation Applied to Wheat (g per kg) | Rate of Conidia Applied to Wheat (CFU per kg) | Amount in Formulation (g per kg) | |||
---|---|---|---|---|---|
Fungal Conidia | Kaolin | Entostat | Sipernat d17 | ||
0.0507 | 1.78E+9 | 350 | 0 | 645 | 5 |
0.1606 | 5.62E+10 | 350 | 0 | 645 | 5 |
0.5086 | 1.78E+10 | 350 | 0 | 645 | 5 |
1.0509 | 1.78E+9 | 16.9 | 951.6 | 26.5 | 5 |
1.1605 | 5.62E+10 | 48.4 | 861.6 | 84.9 | 5 |
1.5086 | 1.78E+10 | 118 | 662.9 | 214.1 | 5 |
Rate of Kaolin (g per kg of Wheat) | LC50 (CFU per kg of Wheat) | Lower Bound 95% | Upper Bound 95% | R2 | χ2 | p-Value |
---|---|---|---|---|---|---|
0 | 1.582E+10 | 1.008E+10 | 3.230E+10 | 0.099 | 47.541 | <0.0001 |
0.0963 | 7.47E+09 | 5.43E+09 | 1.13E+10 | 0.129 | 67.925 | <0.0001 |
0.9626 | 1.228E+09 | 8.752E+08 | 1.606E+09 | 0.202 | 96.657 | <0.0001 |
1.9253 | 3.586E+08 | 2.045E+08 | 5.174E+08 | 0.230 | 78.411 | <0.0001 |
Rate of Kaolin (g per kg of Wheat) | LC50 (CFU per kg of Wheat) | Lower Bound 95% | Upper Bound 95% | R2 | χ2 | p-Value |
---|---|---|---|---|---|---|
0 | 1.99E+11 | 8.86E+10 | 3.48E+15 | 0.013 | 7.008 | 0.008 |
0.178 | 1.07E+11 | 6.72E+10 | 5.04E+11 | 0.020 | 10.885 | 0.001 |
0.316 | 8.97E+10 | 5.83E+10 | 3.28E+11 | 0.020 | 10.612 | 0.001 |
0.562 | 8.60E+10 | 5.65E+10 | 2.92E+11 | 0.021 | 11.352 | 0.001 |
1.000 | 7.23E+10 | 5.07E+10 | 1.58E+11 | 0.025 | 13.459 | >0.001 |
Days after Treatment | Temperature (°C) | Kaolin | LC50 (CFU per kg of Wheat) | Lower Bound 95% | Upper Bound 95% | R2 | χ2 | p-Value |
---|---|---|---|---|---|---|---|---|
14 | 15 | No | 4.21E+10 | 2.48E+10 | 2.54E+11 | 0.180 | 33.154 | <0.0001 |
Yes | 1.12E+10 | 8.22E+09 | 1.73E+10 | 0.081 | 40.373 | <0.0001 | ||
25 | No | 1.44E+10 | 1.11E+10 | 2.08E+10 | 0.117 | 54.743 | <0.0001 | |
Yes | 4.28E+09 | 3.24E+09 | 5.45E+09 | 0.087 | 62.332 | <0.0001 | ||
28 | 15 | No | 1.49E+10 | 1.13E+10 | 2.22E+10 | 0.123 | 54.862 | <0.0001 |
Yes | 1.51E+09 | 7.09E+08 | 2.32E+09 | 0.036 | 33.985 | <0.0001 | ||
25 | No | 5.49E+09 | 4.46E+09 | 6.62E+09 | 0.149 | 103.483 | <0.0001 | |
Yes | No analysis possible, all responses >50% |
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Storm, C.; Scoates, F.; Nunn, A.; Potin, O.; Dillon, A. Improving Efficacy of Beauveria bassiana against Stored Grain Beetles with a Synergistic Co-Formulant. Insects 2016, 7, 42. https://doi.org/10.3390/insects7030042
Storm C, Scoates F, Nunn A, Potin O, Dillon A. Improving Efficacy of Beauveria bassiana against Stored Grain Beetles with a Synergistic Co-Formulant. Insects. 2016; 7(3):42. https://doi.org/10.3390/insects7030042
Chicago/Turabian StyleStorm, Clare, Freya Scoates, Adam Nunn, Olivier Potin, and Aoife Dillon. 2016. "Improving Efficacy of Beauveria bassiana against Stored Grain Beetles with a Synergistic Co-Formulant" Insects 7, no. 3: 42. https://doi.org/10.3390/insects7030042
APA StyleStorm, C., Scoates, F., Nunn, A., Potin, O., & Dillon, A. (2016). Improving Efficacy of Beauveria bassiana against Stored Grain Beetles with a Synergistic Co-Formulant. Insects, 7(3), 42. https://doi.org/10.3390/insects7030042