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A comparison of stem rust in
oats and yellow rust in wheat:
A Swedish example
J. Yuen, A. Berlin, K. Gillen
Department of Forest Mycology and Plant Pathology, SLU
Y. Jin, USDA Cereal Disease Laboratory
Disposition
o  Comparison of two
rust diseases in
Sweden
o  Stem rust (primarily on
oats)
o  Stripe rust (primarily
on wheat)
Where did he work?
The ’Botanical Section’
From Eriksson and Henning, Die Getrideroste (1896)
Stem rust in oats grown in Sweden
shows the variation expected from a
sexually reproducing population
Photos: Anna Berlin
A collection of oat stem rust
samples from Sweden
Population	
   Location	
   Variety	
   Day of
collectiona	
  
N	
   G/N	
   Na	
   FIS	
   Ho	
   He	
   Ia	
   p	
  
1	
   Fransåker	
   Belinda	
   01.08.08	
   27	
   1.00	
   62	
   0.487	
   0.329 (0.062)	
   0.618 (0.044)	
   0.509	
   0.563	
  
2	
   Ingvasta	
   Ivory	
   06.08.08	
   29	
   1.00	
   45	
   0.333	
   0.363 (0.074)	
   0.526 (0.062)	
   0.341	
   0.045	
  
3	
   Evertsholm	
   Ingeborg	
   11.08.08	
   30	
   0.93	
   41	
   0.133	
   0.472 (0.085)	
   0.533 (0.057)	
   0.184	
   0.145	
  
4	
   Skarpenberga	
   Belinda	
   11.08.08	
   28	
   1.00	
   46	
   0.250	
   0.388 (0.061)	
   0.503 (0.045)	
   0.129	
   0.290	
  
5	
   Bettna	
   Belinda	
   13.08.08	
   28	
   1.00	
   44	
   0.057	
   0.470 (0.087)	
   0.487 (0.065)	
   0.164	
   0.098	
  
6	
   Bränne Övregård	
   Svava	
   13.08.08	
   30	
   0.90	
   44	
   0.054	
   0.436 (0.090)	
   0.449 (0.074)	
   -0.003	
   0.485	
  
7	
   Pattala	
   Belinda	
   13.08.08	
   27	
   1.00	
   38	
   -0.028	
   0.501 (0.091)	
   0.477 (0.058)	
   0.108	
   0.125	
  
8	
   Ultuna	
   Ivory	
   22.08.08	
   22	
   1.00	
   44	
   0.167	
   0.413 (0.071)	
   0.481 (0.063)	
   0.089	
   0.281	
  
9	
   Hjälmarsholm	
   Kerstin	
   26.08.08	
   26	
   1.00	
   56	
   0.333	
   0.350 (0.066)	
   0.510 (0.062)	
   0.073	
   0.832	
  
10	
   Götala	
   Ivory	
   26.08.08	
   25	
   1.00	
   56	
   0.244	
   0.443 (0.087)	
   0.567 (0.054)	
   -0.215	
   1.000	
  
11	
   Skarpenberga	
   Belinda	
   30.07.09	
   28	
   1.00	
   60	
   0.277	
   0.419 (0.067)	
   0.564 (0.061)	
   0.389	
   0.149	
  
12	
   Stäholm	
   Kerstin	
   04.08.09	
   28	
   1.00	
   50	
   0.262	
   0.398 (0.059)	
   0.524 (0.061)	
   0.024	
   0.649	
  
13	
   Fransåker	
   Belinda	
   04.08.09	
   30	
   1.00	
   61	
   0.306	
   0.424 (0.050)	
   0.593 (0.053)	
   -0.083	
   0.665	
  
14	
   Ingvasta	
   Ivory	
   05.08.09	
   26	
   1.00	
   55	
   0.449	
   0.330 (0.047)	
   0.578 (0.042)	
   0.063	
   0.661	
  
15	
   Bränne Övregård	
   Kerstin	
   06.08.09	
   29	
   1.00	
   55	
   0.266	
   0.422 (0.047)	
   0.560 (0.047)	
   -0.096	
   0.584	
  
16	
   Klostergården
Dala	
  
Belinda	
   07.08.09	
   30	
   1.00	
   38	
   0.130	
   0.421 (0.067)	
   0.474 (0.066)	
   0.332	
   0.002	
  
17	
   Evertsholm	
   Belinda	
   17.08.09	
   29	
   1.00	
   54	
   0.164	
   0.438 (0.065)	
   0.511 (0.067)	
   -0.049	
   0.852	
  
Table 2. Details of population genetic diversity in Puccinia graminis f.sp avenae at 11 microsatellite loci
Abbreviations: N, Number of samples; G/N, number of genotypes divided by number of samples; Na, number of observed alleles;
FIS, inbreeding coefficient in relation to subpopulation; Ho, observed heterozygosity (s.e. in parenthesis); He, expected
heterozygosity (s.e. in parenthesis); IA, Index of Association and its p-value.
aDay of collection, dd.mm.yy
Berlin et al, 2012
Most variation within fields
Source	
   df	
   SS	
   MS	
   Est. Var.	
   %	
   p-value	
  
Among Populations	
   16	
   698.7	
   43.7	
   1.3	
   13%	
   <0.001	
  
Within Populations	
   450	
   3975.3	
   8.8	
   8.8	
   87%	
   	
  
Totala	
   466	
   4674.0	
   	
   10.1	
   100%	
  
	
  
Among Varieties	
   4	
   96.2	
   24.1	
   0.2	
   2%	
   <0.001	
  
Within Varieties	
   411	
   3990.4	
   9.7	
   9.7	
   98%	
   	
  
Totala	
   415	
   4086.6	
   	
   9.9	
   100%	
  
	
  
Among Years	
   1	
   97.2	
   97.2	
   0.4	
   4%	
   <0.001	
  
Within Years	
   438	
   4315.4	
   9.9	
   9.9	
   96%	
   	
  
Totala	
   439	
   4412.6	
   	
   10.3	
   100%	
   	
  
Table 4. Analysis of Molecular Variance (AMOVA) within and among Puccinia graminis f.sp avenae populations,
collected from different varieties and collected 2008 and 2009 based on 11 microsatellite markers.
a Clone correction prior to each AMOVA yields different numbers of total observations
Berlin et al, 2012
Barberry is common
in Sweden since the
repeal of the
’Barberry eradication
law’ in 1994.
Puccinia graminis on Berberis vulgaris
Photographs A. Djurle
f.sp avenae
f. sp. tritici/
secalis
Puccinia
arrhenatheri
Photos: Anna Berlin
and Iuliia
Kyaschenko
The material from the grass
host can be related to the aecia
Berlin et al, 2012
From Eriksson and Henning, Die Getrideroste (1896)
Photograph Kerstin Gillen
Analysis of P. striiformis with
microsatellite markers
A comparison of 2
pathosystems in Sweden
o  Oat stem rust
o  Spring sown crop
o  Localized infection
o  Hard to survive as
uredinia or
urediniospores
o  No green bridge
o  Early infections seen after
aecia production
o  Early populations are
from sexual reproduction
o  Wheat stripe rust
o  Both fall and spring sown
o  Systemic infection
o  Easy to survive in plants
due to systemic infection
o  Green bridge
o  Earliest infection seen on
fall sown crops
o  Early infections are from
clones
The role of sexual reproduction
in the disease epidemiology
o  For some pathosystems sexual reproduction is required
•  White mold on oil-seed rape caused by Sclerotinia
sclerotiorum
o  For others, sexual reproduction is not necessary or is
even unknown
•  Soybean rust caused Phakopsora pachyrhizi
o  For some, sexual reproduction can take place but it can
have a varying effect on disease epidemiology
•  Rust diseases in cereals caused by different Puccinia
species
•  Phytophthora infestans on potato and tomato
Facultative sexual reproduction
o  Pathosystems that can have sexual reproduction
o  Obligate sexual reproduction?
o  Classification has to be based on pathogen biology as
well as cropping system
o  Oats is only spring sown in Sweden
o  Thus stem rust on oats in Sweden has ’obligate sexual
reproduction’
o  Spring sown oats in a warmer climate or fall-sown oats
could have survival as uredinia and thus have ’facultative
sexual reproduction’ if the alternate host was present
A model
comparing early
and late infection
shows that the
earlier infections
will dominate in
the population
Can we classify P. striiformis?
o  Is the alternate host present (??)
o  Both fall and spring sown wheat crops in Sweden
o  Examination of aecia from barberry in nature has
revealed only P. graminis and P. arrhenatheri
o  Facultative sexual reproduction
o  How easy would it be to see the immediate results of
sexual reproduction?
Can address this question with
mathematical models
o  Expand the model previously described (based on a Lotka-
Volterra model for competition)
o  Original model addressed early versus late infection
•  The individuals that come early will dominate in the epidemic
•  Infections from aeciospores of Pst would have difficulty in
competing with the urediniospores from the overwintering crop
o  Expand the model to many seasons and many clones
•  Varying fitness, introduction of new individuals, and Muller’s
ratchet can duplicate what we see with the appearance (and
subsequent disappearance) of dominant clones
Model Multiple seasons and many
clones
o  Begin with population of 200 clones with varying fitness
—each randomly drawn from a distribution with fixed
mean and distribution
o  Simulate 100 seasons allowing for competition with
Lotka-Volterra
o  Muller’s ratchet slightly decreasing the fitness of each
individual each year
o  Initial inoculum each year a function of the final clone
population size the previous year
o  Add a new individual each year with random fitness
drawn from the original distribution, replacing the least fit
individual.
Results of a model that simulates the
appearance, persistence, and displacement
of dominant clones of a plant pathogen
Changes in
dominant
clones of P.
striiformis and
P. infestans
What would we see with P.
striiformis?
o  Can P. striiformis reproduce sexually in Sweden?
•  Alternate host present
•  Both fall and spring sown wheat crops in Sweden
•  Facultative sexual reproduction
o  How easy would it be to see the immediate results of sexual
reproduction?
•  Difficult to see immediately, but the introduction of a clone with
better fitness (possibly via sexual reproduction) will allow it to
eventually dominate in the population
•  It would take several years before the new clone could be
detected
o  This more fit clone can also be an immigrant clone!!
Söllingen, Niedersachsen 2013
Photograph courtesy Andreas Jacobi, Strube Research
Where is stem rust on wheat?
o  Stem rust is rarely seen in wheat
o  Alternate host of the pathogen is present
o  Sexual reproduction of P. graminis s.l. clearly takes place
o  Two possible reasons:
•  Swedish wheat cultivars have sufficient resistance genes
that stem rust is not a problem
•  Pgt has been eliminated from the pathogen population
•  The stem rust we see is caused by another f.sp. that has
infected the wrong host....
Why no stem rust on wheat in
Sweden?
•  Barberry present
•  Severe epidemics on oats and natural grasses
•  Some stem rust on rye
•  Large genotypic variation within and between fields
•  P. graminis is clearly completing its sexual cycle
•  How closely related are Pgt and Pgs?
•  Does wheat grown in Sweden have effective resistance
genes?
•  Preliminary tests by the CDL indicates very few stem rust
resistance genes are present in Swedish wheat varieties
o  How does the pathogen
survive?
o  How is the crop grown?
o  How do the different
individuals in the
pathogen population
interact (compete) with
each other?
o  Understanding these
relationships is the key to
controlling the disease

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A comparison of stem rust in oats and yellow rust in wheat: A Swedish example

  • 1. A comparison of stem rust in oats and yellow rust in wheat: A Swedish example J. Yuen, A. Berlin, K. Gillen Department of Forest Mycology and Plant Pathology, SLU Y. Jin, USDA Cereal Disease Laboratory
  • 2. Disposition o  Comparison of two rust diseases in Sweden o  Stem rust (primarily on oats) o  Stripe rust (primarily on wheat)
  • 3. Where did he work?
  • 5. From Eriksson and Henning, Die Getrideroste (1896)
  • 6. Stem rust in oats grown in Sweden shows the variation expected from a sexually reproducing population Photos: Anna Berlin
  • 7. A collection of oat stem rust samples from Sweden Population   Location   Variety   Day of collectiona   N   G/N   Na   FIS   Ho   He   Ia   p   1   Fransåker   Belinda   01.08.08   27   1.00   62   0.487   0.329 (0.062)   0.618 (0.044)   0.509   0.563   2   Ingvasta   Ivory   06.08.08   29   1.00   45   0.333   0.363 (0.074)   0.526 (0.062)   0.341   0.045   3   Evertsholm   Ingeborg   11.08.08   30   0.93   41   0.133   0.472 (0.085)   0.533 (0.057)   0.184   0.145   4   Skarpenberga   Belinda   11.08.08   28   1.00   46   0.250   0.388 (0.061)   0.503 (0.045)   0.129   0.290   5   Bettna   Belinda   13.08.08   28   1.00   44   0.057   0.470 (0.087)   0.487 (0.065)   0.164   0.098   6   Bränne Övregård   Svava   13.08.08   30   0.90   44   0.054   0.436 (0.090)   0.449 (0.074)   -0.003   0.485   7   Pattala   Belinda   13.08.08   27   1.00   38   -0.028   0.501 (0.091)   0.477 (0.058)   0.108   0.125   8   Ultuna   Ivory   22.08.08   22   1.00   44   0.167   0.413 (0.071)   0.481 (0.063)   0.089   0.281   9   Hjälmarsholm   Kerstin   26.08.08   26   1.00   56   0.333   0.350 (0.066)   0.510 (0.062)   0.073   0.832   10   Götala   Ivory   26.08.08   25   1.00   56   0.244   0.443 (0.087)   0.567 (0.054)   -0.215   1.000   11   Skarpenberga   Belinda   30.07.09   28   1.00   60   0.277   0.419 (0.067)   0.564 (0.061)   0.389   0.149   12   Stäholm   Kerstin   04.08.09   28   1.00   50   0.262   0.398 (0.059)   0.524 (0.061)   0.024   0.649   13   Fransåker   Belinda   04.08.09   30   1.00   61   0.306   0.424 (0.050)   0.593 (0.053)   -0.083   0.665   14   Ingvasta   Ivory   05.08.09   26   1.00   55   0.449   0.330 (0.047)   0.578 (0.042)   0.063   0.661   15   Bränne Övregård   Kerstin   06.08.09   29   1.00   55   0.266   0.422 (0.047)   0.560 (0.047)   -0.096   0.584   16   Klostergården Dala   Belinda   07.08.09   30   1.00   38   0.130   0.421 (0.067)   0.474 (0.066)   0.332   0.002   17   Evertsholm   Belinda   17.08.09   29   1.00   54   0.164   0.438 (0.065)   0.511 (0.067)   -0.049   0.852   Table 2. Details of population genetic diversity in Puccinia graminis f.sp avenae at 11 microsatellite loci Abbreviations: N, Number of samples; G/N, number of genotypes divided by number of samples; Na, number of observed alleles; FIS, inbreeding coefficient in relation to subpopulation; Ho, observed heterozygosity (s.e. in parenthesis); He, expected heterozygosity (s.e. in parenthesis); IA, Index of Association and its p-value. aDay of collection, dd.mm.yy Berlin et al, 2012
  • 8. Most variation within fields Source   df   SS   MS   Est. Var.   %   p-value   Among Populations   16   698.7   43.7   1.3   13%   <0.001   Within Populations   450   3975.3   8.8   8.8   87%     Totala   466   4674.0     10.1   100%     Among Varieties   4   96.2   24.1   0.2   2%   <0.001   Within Varieties   411   3990.4   9.7   9.7   98%     Totala   415   4086.6     9.9   100%     Among Years   1   97.2   97.2   0.4   4%   <0.001   Within Years   438   4315.4   9.9   9.9   96%     Totala   439   4412.6     10.3   100%     Table 4. Analysis of Molecular Variance (AMOVA) within and among Puccinia graminis f.sp avenae populations, collected from different varieties and collected 2008 and 2009 based on 11 microsatellite markers. a Clone correction prior to each AMOVA yields different numbers of total observations Berlin et al, 2012
  • 9. Barberry is common in Sweden since the repeal of the ’Barberry eradication law’ in 1994.
  • 10. Puccinia graminis on Berberis vulgaris Photographs A. Djurle
  • 11. f.sp avenae f. sp. tritici/ secalis Puccinia arrhenatheri Photos: Anna Berlin and Iuliia Kyaschenko
  • 12. The material from the grass host can be related to the aecia Berlin et al, 2012
  • 13. From Eriksson and Henning, Die Getrideroste (1896)
  • 15. Analysis of P. striiformis with microsatellite markers
  • 16. A comparison of 2 pathosystems in Sweden o  Oat stem rust o  Spring sown crop o  Localized infection o  Hard to survive as uredinia or urediniospores o  No green bridge o  Early infections seen after aecia production o  Early populations are from sexual reproduction o  Wheat stripe rust o  Both fall and spring sown o  Systemic infection o  Easy to survive in plants due to systemic infection o  Green bridge o  Earliest infection seen on fall sown crops o  Early infections are from clones
  • 17. The role of sexual reproduction in the disease epidemiology o  For some pathosystems sexual reproduction is required •  White mold on oil-seed rape caused by Sclerotinia sclerotiorum o  For others, sexual reproduction is not necessary or is even unknown •  Soybean rust caused Phakopsora pachyrhizi o  For some, sexual reproduction can take place but it can have a varying effect on disease epidemiology •  Rust diseases in cereals caused by different Puccinia species •  Phytophthora infestans on potato and tomato
  • 18. Facultative sexual reproduction o  Pathosystems that can have sexual reproduction o  Obligate sexual reproduction? o  Classification has to be based on pathogen biology as well as cropping system o  Oats is only spring sown in Sweden o  Thus stem rust on oats in Sweden has ’obligate sexual reproduction’ o  Spring sown oats in a warmer climate or fall-sown oats could have survival as uredinia and thus have ’facultative sexual reproduction’ if the alternate host was present
  • 19. A model comparing early and late infection shows that the earlier infections will dominate in the population
  • 20. Can we classify P. striiformis? o  Is the alternate host present (??) o  Both fall and spring sown wheat crops in Sweden o  Examination of aecia from barberry in nature has revealed only P. graminis and P. arrhenatheri o  Facultative sexual reproduction o  How easy would it be to see the immediate results of sexual reproduction?
  • 21. Can address this question with mathematical models o  Expand the model previously described (based on a Lotka- Volterra model for competition) o  Original model addressed early versus late infection •  The individuals that come early will dominate in the epidemic •  Infections from aeciospores of Pst would have difficulty in competing with the urediniospores from the overwintering crop o  Expand the model to many seasons and many clones •  Varying fitness, introduction of new individuals, and Muller’s ratchet can duplicate what we see with the appearance (and subsequent disappearance) of dominant clones
  • 22. Model Multiple seasons and many clones o  Begin with population of 200 clones with varying fitness —each randomly drawn from a distribution with fixed mean and distribution o  Simulate 100 seasons allowing for competition with Lotka-Volterra o  Muller’s ratchet slightly decreasing the fitness of each individual each year o  Initial inoculum each year a function of the final clone population size the previous year o  Add a new individual each year with random fitness drawn from the original distribution, replacing the least fit individual.
  • 23. Results of a model that simulates the appearance, persistence, and displacement of dominant clones of a plant pathogen
  • 24. Changes in dominant clones of P. striiformis and P. infestans
  • 25. What would we see with P. striiformis? o  Can P. striiformis reproduce sexually in Sweden? •  Alternate host present •  Both fall and spring sown wheat crops in Sweden •  Facultative sexual reproduction o  How easy would it be to see the immediate results of sexual reproduction? •  Difficult to see immediately, but the introduction of a clone with better fitness (possibly via sexual reproduction) will allow it to eventually dominate in the population •  It would take several years before the new clone could be detected o  This more fit clone can also be an immigrant clone!!
  • 26. Söllingen, Niedersachsen 2013 Photograph courtesy Andreas Jacobi, Strube Research
  • 27. Where is stem rust on wheat? o  Stem rust is rarely seen in wheat o  Alternate host of the pathogen is present o  Sexual reproduction of P. graminis s.l. clearly takes place o  Two possible reasons: •  Swedish wheat cultivars have sufficient resistance genes that stem rust is not a problem •  Pgt has been eliminated from the pathogen population •  The stem rust we see is caused by another f.sp. that has infected the wrong host....
  • 28. Why no stem rust on wheat in Sweden? •  Barberry present •  Severe epidemics on oats and natural grasses •  Some stem rust on rye •  Large genotypic variation within and between fields •  P. graminis is clearly completing its sexual cycle •  How closely related are Pgt and Pgs? •  Does wheat grown in Sweden have effective resistance genes? •  Preliminary tests by the CDL indicates very few stem rust resistance genes are present in Swedish wheat varieties
  • 29. o  How does the pathogen survive? o  How is the crop grown? o  How do the different individuals in the pathogen population interact (compete) with each other? o  Understanding these relationships is the key to controlling the disease