Submitted:
31 May 2023
Posted:
31 May 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Sclerotinia sclerotiorum isolates
2.2. Experimental design and plant growth
2.3. Inoculation
2.4. Assessments and disease measurement
2.5. Statistical analysis
3. Results
3.1. Effect of inoculation location
3.2. Disease susceptibility of stem inoculated B. napus varieties
3.3. Correlations between disease variables
3.4. Principal Components Analysis
4. Discussion
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Saharan, G.S.; Mehta, N. Sclerotinia diseases of crop plants: biology, ecology and disease management; Springer: Dordrecht, Netherlands, 2008.
- Bolton, M.D.; Thomma, B.; Nelson, B.D. Sclerotinia sclerotiorum (Lib.) de Bary: biology and molecular traits of a cosmopolitan pathogen. Mol. Plant Pathol. 2006, 7, 1-16. [CrossRef]
- Zheng, X.; Koopmann, B.; Ulber, B.; von Tiedemann, A. A global survey on diseases and pests in oilseed rape - current challenges and innovative strategies of control. Front. Agron. 2020, 2, 590908. [CrossRef]
- Derbyshire, M.C.; Denton-Giles, M. The control of Sclerotinia stem rot on oilseed rape (Brassica napus): current practices and future opportunities. Plant Pathol. 2016, 65, 859-877. [CrossRef]
- Gyawali, S.; Harrington, M.; Durkin, J.; Horner, K.; Parkin, I.A.P.; Hegedus, D.D.; Bekkaoui, D.; Buchwaldt, L. Microsatellite markers used for genome-wide association mapping of partial resistance to Sclerotinia sclerotiorum in a world collection of Brassica napus. Mol. Breed. 2016, 36, 72. [CrossRef]
- Derbyshire, M.C.; Newman, T.E.; Khentry, Y.; Owolabi Taiwo, A. The evolutionary and molecular features of the broad-host-range plant pathogen Sclerotinia sclerotiorum. Mol. Plant Pathol. 2022, 23, 1075-1090. [CrossRef]
- Garg, H.; Kohn, L.M.; Andrew, M.; Li, H.; Sivasithamparam, K.; Barbetti, M.J. Pathogenicity of morphologically different isolates of Sclerotinia sclerotiorum with Brassica napus and B. juncea genotypes. Eur. J. Plant Pathol. 2010, 126, 305-315. [CrossRef]
- Barbetti, M.J.; Li, C.X.; Banga, S.S.; Banga, S.K.; Singh, D.; Sandhu, P.S.; Singh, R.; Liu, S.Y.; You, M.P. New host resistances in Brassica napus and Brassica juncea from Australia, China and India: key to managing Sclerotinia stem rot (Sclerotinia sclerotiorum) without fungicides. Crop Protect. 2015, 78, 127-130. [CrossRef]
- Denton-Giles, M.; Derbyshire, M.C.; Khentry, Y.; Buchwaldt, L.; Kamphuis, L.G. Partial stem resistance in Brassica napus to highly aggressive and genetically diverse Sclerotinia sclerotiorum isolates from Australia. Can. J. Plant Pathol. 2018, 40, 1-11. [CrossRef]
- Li, C.; Liu, S.; Sivasithamparam, K.; Barbetti, M. New sources of resistance to Sclerotinia stem rot caused by Sclerotinia sclerotiorum in Chinese and Australian Brassica napus and B. juncea germplasm screened under Western Australian conditions. Australas. Plant Pathol. 2008, 38, 149-152. [CrossRef]
- Rana, K.; Atri, C.; Gupta, M.; Akhatar, J.; Sandhu, P.S.; Kumar, N.; Jaswal, R.; Barbetti, M.J.; Banga, S.S. Mapping resistance responses to Sclerotinia infestation in introgression lines of Brassica juncea carrying genomic segments from wild Brassicaceae B. fruticulosa. Scientific Reports 2017, 7, 5904. [CrossRef]
- Taylor, A.; Coventry, E.; Jones, J.E.; Clarkson, J.P. Resistance to a highly aggressive isolate of Sclerotinia sclerotiorum in a Brassica napus diversity set. Plant Pathol. 2015, 64, 932-940. [CrossRef]
- Uloth, M.B.; You, M.P.; Barbetti, M.J. Host resistance to Sclerotinia stem rot in historic and current Brassica napus and B. juncea varieties: critical management implications. Crop Pasture Sci. 2015, 66, 841-848. [CrossRef]
- Ekins, M.G.; Aitken, E.A.B.; Goulter, K.C. Aggressiveness among isolates of Sclerotinia sclerotiorum from sunflower. Australas. Plant Pathol. 2007, 36, 580-586. [CrossRef]
- Mwape, V.W.; Khentry, Y.; Newman, T.E.; Denton-Giles, M.; Derbyshire, M.C.; Chen, K.; Berger, J.; Kamphuis, L.G. Identification of sources of Sclerotinia sclerotiorum resistance in a collection of wild Cicer germplasm. Plant Dis. 2021, 105, 2314-2324. [CrossRef]
- Ge, X.T.; Li, Y.P.; Wan, Z.J.; You, M.P.; Finnegan, P.M.; Banga, S.S.; Sandhu, P.S.; Garg, H.; Salisbury, P.A.; Barbetti, M.J. Delineation of Sclerotinia sclerotiorum pathotypes using differential resistance responses on Brassica napus and B. juncea genotypes enables identification of resistance to prevailing pathotypes. Field Crops Res. 2012, 127, 248-258. [CrossRef]
- Michael, P.J.; Lui, K.Y.; Thomson, L.L.; Lamichhane, A.R.; Bennett, S.J. Impact of preconditioning temperatures and duration period on carpogenic germination of diverse Sclerotinia sclerotiorum (Lib.) de Bary populations in south-western Australia. Plant Dis. 2021, 105, 1798-1805. [CrossRef]
- Michael, P.J.; Lui, K.Y.; Thomson, L.L.; Stefanova, K.; Bennett, S.J. Carpogenic germinability of diverse Sclerotinia sclerotiorum populations within the southwestern Australian grain belt. Plant Dis. 2020, 104, 2891-2897. [CrossRef]
- Attanayake, R.N.; Carter, P.A.; Jiang, D.; del Río-Mendoza, L.; Chen, W. Sclerotinia sclerotiorum populations infecting canola from China and the United States are genetically and phenotypically distinct. Phytopathology 2013, 103, 750-761. [CrossRef]
- Leiner, R.H.; Winton, L.M. Differential production of sclerotia by isolates of Sclerotinia sclerotiorum from Alaska. Can. J. Plant Pathol. 2006, 28, 435-440. [CrossRef]
- Taylor, A.; Coventry, E.; Handy, C.; West, J.S.; Young, C.S.; Clarkson, J.P. Inoculum potential of Sclerotinia sclerotiorum sclerotia depends on isolate and host plant. Plant Pathol. 2018, 67, 1286-1295. [CrossRef]
- Harvey, I.C.; Foley, L.M.; Saville, D.J. Survival and germination of shallow-buried sclerotia of Sclerotinia sclerotiorum in pastures in Canterbury. N. Z. J. Agric. Res. 1995, 38, 279-284. [CrossRef]
- Dillard, H.R.; Ludwig, J.W.; Hunter, J.E. Conditioning sclerotia of Sclerotinia sclerotiorum for carpogenic germination. Plant Dis. 1995, 79, 411-415.
- Simko, I.; Piepho, H.-P. The area under the disease progress stairs: calculation, advantage, and application. Phytopathology 2012, 102, 381-389. [CrossRef]
- Nowosad, J. pollen: Analysis of Aerobiological Data; R package version 0.71; https://CRAN.R-project.org/package=pollen: 2019.
- Koch, S.; Dunker, S.; Kleinhenz, B.; Röhrig, M.; Tiedemann, A.V. A crop loss-related forecasting model for Sclerotinia stem rot in winter oilseed rape. Phytopathology 2007, 97, 1186-1194. [CrossRef]
- de Mendiburu, F. agricolae: Statistical Procedures for Agricultural Research; R package version 1.3-3. https://CRAN.R-project.org/package=agricolae: 2020.
- R Core Team R: A language and environment for statistical computing, R Foundation for Statistical Computing: Vienna, Austria, 2020.
- Wickham, H. Elegant graphics for data analysis; Springer-Verlag: New York, USA, 2016.
- Barbetti, M.J.; Banga, S.S.; Salisbury, P.A. Challenges for crop production and management from pathogen biodiversity and diseases under current and future climate scenarios – case study with oilseed Brassicas. Field Crops Res. 2012, 127, 225-240. [CrossRef]
- Li, C.X.; Li, H.; Siddique, A.B.; Sivasithamparam, K.; Salisbury, P.; Banga, S.S.; Banga, S.; Chattopadhyay, C.; Kumar, A.; Singh, R., et al. The importance of the type and time of inoculation and assessment in the determination of resistance in Brassia napus and B. juncea to Sclerotinia sclerotiorum. Aust. J. Agric. Res. 2007, 58, 1198-1203. [CrossRef]
- Li, C.; Li, H.; Sivasithamparam, K.; Fu, T.; Li, Y.; Liu, S.; Barbetti, M. Expression of field resistance under Western Australian conditions to Sclerotinia sclerotiorum in Chinese and Australian Brassica napus and Brassica juncea germplasm and its relation with stem diameter. Aust. J. Agric. Res. 2006, 57, 1131-1135. [CrossRef]
- Neik, T.X.; Barbetti, M.J.; Batley, J. Current status and challenges in identifying disease resistance genes in Brassica napus. Front. Plant Sci. 2017, 8, 1788. [CrossRef]
- O’Sullivan, C.A.; Belt, K.; Thatcher, L.F. Tackling control of a cosmopolitan phytopathogen: Sclerotinia. Front. Plant Sci. 2021, 12, 1764. [CrossRef]
- Mbengue, M.; Navaud, O.; Peyraud, R.; Barascud, M.; Badet, T.; Vincent, R.; Barbacci, A.; Raffaele, S. Emerging trends in molecular interactions between plants and the broad host range fungal pathogens Botrytis cinerea and and Sclerotinia sclerotiorum. Front. Plant Sci. 2016, 7. [CrossRef]




| Variety | Breeding type | Herbicide tolerance | Release date | Inoculation date | Flowering maturity | Stem width (mm) | |
|---|---|---|---|---|---|---|---|
| 2019 | 2020 | ||||||
| Hyola 559TT | Hybrid | Triazine | 2012 | 12th Aug | 22nd July | mid | 13.8 ± 0.4 |
| Hyola 350TT | Hybrid | Triazine | 2017 | 29th July | 1st July | early | 12.1 ± 0.3 |
| Pioneer 43Y23 RR | Hybrid | Glyphosate | 2012 | 29th July | 8th July | early | 13.3 ± 0.3 |
| ATR Bonito | Open pollinated | Triazine | 2013 | 5th Aug | 15th July | early-mid | 11.3 ± 0.3 |
| ATR Mako | Open pollinated | Triazine | 2015 | 5th Aug | 8th July | early-mid | 11.8 ± 0.3 |
| DG 408RR | Hybrid | Glyphosate | 2017 | 5th Aug | 15th July | early-mid | 13.2 ± 0.4 |
| HyTTec Trophy | Hybrid | Triazine | 2017 | 5th Aug | 8th July | early-mid | 13.1 ± 0.3 |
| InVigor T 4510 | Hybrid | Triazine | 2016 | 5th Aug | 15th July | early-mid | 12.6 ± 0.4 |
| Pioneer 44Y27 RR | Hybrid | Glyphosate | 2017 | 5th Aug | 22nd July | early-mid | 13.9 ± 0.4 |
| Response | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Treatment | AUDPS | Seed production |
Total sclerotia | Sclerotia weight a | |||||
| A) 2019 varieties | |||||||||
| Isolate | 15.37 (3) | *** | 6.23 (3) | *** | 9.15 (3) | *** | 16.80 (3) | *** | |
| Variety | 17.93 (8) | *** | 10.40 (8) | *** | 6.45 (8) | *** | 2.06 (8) | ns | |
| Inoculation | 7.93 (1) | ** | 45.50 (1) | *** | 19.08 (1) | *** | 8.05 (1) | ** | |
| Isolate x Variety | 2.93 (24) | *** | 2.35 (24) | *** | 3.03 (24) | *** | 1.12 (24) | ns | |
| Isolate x Inoculation | 2.66 (3) | * | 1.20 (3) | ns | 3.38 (3) | * | 0.85 (3) | ns | |
| Variety x Inoculation | 2.24 (8) | * | 1.95 (8) | ns | 1.03 (8) | ns | 0.69 (8) | ns | |
| B) 2019 and 2020 varieties (stem inoculated only) | |||||||||
| Isolate | 4.81 (3) | ** | 4.44 (3) | ** | 2.73 (3) | * | 5.23 (3) | ** | |
| Variety | 16.47 (8) | *** | 9.46 (8) | *** | 4.39 (8) | *** | 0.95 (8) | ns | |
| Year | 3.44 (1) | ns | 114.86 (1) | *** | 37.25 (1) | *** | 2.18 (1) | ns | |
| Isolate x Variety | 1.45 (24) | ns | 1.78 (24) | ns | 2.12 (24) | ** | 0.58 (23) | ns | |
| Isolate x Year | 11.64 (3) | *** | 0.73 (3) | ns | 0.82 (3) | ns | 0.76 (3) | ns | |
| Variety x Year | 8.67 (8) | *** | 5.05 (8) | *** | 4.68 (8) | *** | 0.63 (8) | ns | |
| Component | PC1 | PC2 | PC3 | |
|---|---|---|---|---|
| Eigenvalues (Standard deviation) | 1.4204 | 1.4128 | 0.9431 | |
| Proportion of Variance | 0.3363 | 0.3327 | 0.1482 | |
| Cumulative Proportion | 0.3363 | 0.6689 | 0.8171 | |
| Loadings | ||||
| Seed production | 0.5110 | -0.3686 | 0.0481 | |
| Stem width | -0.1803 | -0.4349 | -0.7235 | |
| AUDPS | -0.2155 | 0.5951 | 0.1134 | |
| Sclerotia number | 0.0659 | 0.4946 | -0.6676 | |
| TT during AUDPS | 0.5765 | 0.1044 | -0.0299 | |
| TT post AUDPS to harvest | 0.5685 | 0.2557 | -0.1219 | |
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