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Speciation : the case of fungi
Tatiana Giraud
University of South Paris
France
Importance of host shift speciation by fungal pathogens for agriculture and ecosystems
Emerging diseases
Phytophthora
Cryphonectria Chestnut blight
Mycosphaerella Septora blotch of wheat
Rhynchosporium secalis Scald on rye
Darwin’s doodles of anther smut
Fungi - and anther smut fungi in particular - are great models for studying eukaryote speciation
-experimentally tractable -access to haploid phase -short generation times -small genomes -applied consequences -some important model species
Fungi - and anther smut fungi in particular - are great models for studying eukaryote speciation
Microbotryum
Saccharomyces
Neurospora
Coyne & Orr
Coyne & Orr
How does reproductive isolation evolve?
How does reproductive isolation evolve?
(Gourbière & Mallet 2009)
Linear model: constant substitution rate and single gene incompatibilities
Snowball model: constant substitution rate and Dobzansky-Muller incompatibilities (multiple loci)
Slowdown model: decreasing substitution rate and single gene incompatibilities: reinforcement
How does reproductive isolation evolve in fungi?
0
0.25
0.5
0.75
1
0 0.05 0.1 0.15 0.2
Rep
roduct
ive
isola
tion
Genetic distance (ITS)
Pre
zygotic isola
tion
Sympatry
Allopatry
How does reproductive isolation evolve in fungi?
In basidiomycetes:
- increase of prezygotic isolation with genetic distance
- stronger in sympatry than in allopatry
- Best fit to a slowdown model: reinforcement in sympatry
(Le Gac & Giraud JEB 2008, Giraud & Gourbière Heredity 2012)
How does reproductive isolation evolve in the anther smut fungi?
S. dioica
S. latifolia
•Increase with genetic distance
•Best fit by the slow down model (Le Gac et al. Evolution 2007b, Giraud & Gourbière Heredity 2012)
How does reproductive isolation evolve in the anther smut fungi?
Ability of F1 and F2 hybrids to cause disease
How does reproductive isolation evolve in fungi?
-No evidence of snowball effects in other fungi either
-No evidence for nuclear DBM genetic incompatibilities in genome scans
and genetic engineering
(e.g., Saccharomyces, Kao et al. PLoS Genet. 2010; Greig et al. 2007 PloS Genet,
Chou et al. 2010 PLoS Biol)
(Gourbière & Mallet 2009)
Identification of DBM genetic incompatibilities in fungi
-Some examples of mtDNA-nuclear DBM genetic incompatibilities and nuclear DBM pairs
-Evidence for the role of the mismatch repair system and karyotypic differences in post-zygotic infertility
-We need more studies in more fungi to draw generalities about the existence of DBM or other causes for post-zygotic isolation in fungi
Saccharomyces
Anderson et al. Curr Biol 2010
Lee et al. Cell 2008
Neurospora
Dettman et al. Evolution 2010
In ascomycetes
How does reproductive isolation evolve in fungi?
Apple scab
Grey mould on grapes
Ascochyta blight
0
0.25
0.5
0.75
1
0 0.01 0.02 0.03 0.04 0.05
Genetic distance (ITS)
Rep
rod
uct
ive
iso
lati
on
Sympatry
Allopatry
In ascomycetes:
• many close species have high interfertility in vitro,
even when in sympatry
(Le Gac & Giraud JEB 2008, Giraud et al. FGB 2008, Giraud & Gourbière Heredity 2012)
How does reproductive isolation evolve in fungi?
Apple scab
Grey mould on grapes
Ascochyta blight
Host adaptation Host
adaptation
a b a
b
A B
a b
A b
A B
a b
a B
Host 1 Host 2
Mating within hosts: pleiotropy between host adaptation and reproductive isolation
(« automatic magic trait », Servedio et al. 2011)
A: Host adaptation locus B: neutral locus Giraud, Gladieux and Gavrilets 2010 Trends in Ecology and Evolution
A B
A B
Conditions conducive to host shift speciation in ascomycete fungi
-Pleiotropy of host adaptation and mate choice: « automatic magic trait »
- Huge selection on single genes (gene-for-gene system in plant-fungi interactions: all-or-nothing)
Giraud, Gladieux and Gavrilets 2010 Trends in Ecology and Evolution
Allele Avr Allele Vr
Conditions conducive to host shift speciation in ascomycete fungi
-Pleiotropy of host adaptation and mate choice: magic trait
- Huge selection on single genes (gene-for-gene system in plant-fungi interactions)
- Billions of spores: -Opportunities for mutations -Allow for selection load
Giraud, Gladieux and Gavrilets 2010 Trends in Ecology and Evolution
• Resistance breakdown 10 years ago
• Magic trait
• Sympatric speciation within 40 years?
Natives on susceptible
apple trees
Emerging disease
on resistant apple
trees
Example: emerging disease on a resistant variety of apple
Apple scab
(Gladieux et al. 2011 Mol Ecol)
Coalescence and ABC methods: Current degree of gene flow and history of speciation
Coalescence and ABC methods: Current degree of gene flow and history of speciation
MvSl (S. latifolia) MvSd (S. dioica)
• Divergence date: ca. 420 000 years ago
• Significant gene flow from MvSd to MvSl (2 Nm=0.099)
• But only recently: secondary contact (Gladieux et al. MBE 2011)
Using NGS for population genomics
Stress response
Transmembrane proteins
Nutrient uptake
Secreted proteins
Hyphae growth
Expression regulation
(Aguileta et al. Mol Ecol 2010)
•EST libraries in 4 Microbotryum species specialized on different host plants
•42 genes under positive selection (dN/dS)
Genes of speciation /adaptation
Identification of genomic islands of introgression in fungi
(Neafsey et al. Genome Res 2010)
Cryptococcus Human pathogen
Adaptive introgression
Identification of genomic islands of divergence in fungi
(Ellison et al. PNAS 2011)
Neurospora Burnt vegetation
Climatic adaptation
Mickaël Le Gac
Odile Jonot
Lionel Saunois
Guislaine Refrégier
Jacqui Shykoff Damien de Vienne
Michael Hood
Léo and Romain
Michael Fontaine Elodie Vercken
Sergey Gavrilets
Pierre Gladieux
Credits
Bruno Le Cam
Amanda Gibson
Gabriela Aguileta Sébastien Gourbière
Selfing as a barrier to gene flow
• Selfing reduces gene flow
• But cannot be regarded as an “isolating barrier between species”?
Coyne and Orr, Speciation
Experimental test for selfing, combined to sibling selection arena, as barriers to gene flow
•Does the possibility of selfing reduce the rate of hybridization beyond what is expected based on intrinsic hybrid inviability and selfing rates?
•Would be evidence that competition between hybrid and selfed progeny further reduce gene flow: a true “isolating barrier”
(Gibson et al. Evolution 2012)
Experimental test for selfing, combined to sibling selection arena, as barriers to gene flow
•The possibility of selfing did reduce the rate of hybridization beyond what was expected based on intrinsic hybrid inviability and selfing rates
•Evidence that competition between hybrid and selfed progeny further reduce gene flow: a true “isolating barrier”
(Gibson et al. Evolution 2012)
0
0,2
0,4
0,6
0,8
1
S-pair S-mixRat
e o
f H
ybri
d In
fect
ion
Expectedrate
-75%
-51%
Sporidia Teliospores
Microbotryum anther-smut fungi
Meiosis
Conjugation
(A1 and A2)
Dikaryotic hyphae invade meristems
Dispersal by pollinators
Spore production in anthers
Winter
No « magic trait »
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 0.01 0.02 0.03 0.04 0.05 0.06 0.07
Genetic distance between parents
Ab
no
rma
l p
he
rom
on
e r
ece
pto
r
co
nte
nt
0,00
0,20
0,40
0,60
0,80
1,00
1,20
1,40
1,60
1,80
0 0,01 0,02 0,03 0,04 0,05 0,06 0,07
Re
lati
ve
ge
no
me
siz
e
Genetic distance between parents
rho = 0.83; P = 0.0002
Karyotypic differences between Microbotryum species
rho = 0.71; P < 0.001
F1 hybrid sterility is associated with abnormal genome content
Genetic distance Genetic distance
(de Vienne et al. JEB 2009, Giraud & Gourbière Heredity 2012)
Best fit by the linear model
F2 hybrid genotypes
(de Vienne et al. JEB 2009)
Genotyping of F2 hybrids Heterozygous loci
Homozygous loci with the allele corresponding to the inoculated plant
Homozygous loci with the allele NOT corresponding to the inoculated plant
Inter-specific cross
MvSlxMvSd
Inter-specific cross
MvSlxMvLfc
Intra-specific cross
MvSlxMvSl
Increasing genetic distance between parents
(de Vienne et al. JEB 2009,
Giraud & Gourbière Heredity 2012)
• Best fit by the slowdown model
How does reproductive isolation evolve in the anther smut fungi?
Ability of F2 hybrids to cause disease
Darwin’s doodles of anther smut
Fungi, and anther smut fungi in particular, are fantastic models for stuying speciation
Mickaël Le Gac
Odile Jonot
Lionel Saunois
Guislaine Refrégier
Jacqui Shykoff Damien de Vienne
Michael E Hood
Léo and Romain
Michael Fontaine Elodie Vercken
Sergey Gavrilets
Pierre Gladieux
Credits
Bruno Le Cam
Identification of DBM genetic incompatibilities in fungi
-Some examples of mtDNA-nuclear DBM genetic incompatibilities and one nuclear DBM pair
-ATP-driven proton pump responsible for maintening pH gradient across the cell membrane
-A cluster of ATP-driven sodium efflux pumps
Saccharomyces
Anderson et al. Curr Biol 2010
Lee et al. Cell 2008
Inab
ilit
y to
pro
duc
e h
yphae
How does reproductive isolation evolve in the anther smut fungi?
Ability of hybrids to grow hyphae:
-Increase of prezygotic isolation with genetic distance
-Best fit to a linear model
(Le Gac & Giraud JEB 2008, Giraud & Gourbière Heredity 2012)
rho = 0. 77, P = 0. 003
(de Vienne et al. JEB 2009, Giraud & Gourbière 2012 Heredity)
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0 0.01 0.02 0.03 0.04 0.05 0.06 0.07
F1 g
amet
e s
teri
lity
• Best fit by the linear model Genetic distance
How does reproductive isolation evolve in the anther smut fungi?
Ability of hybrids to mate
Stress response
Transmembrane proteins
Nutrient uptake
Secreted proteins
Hyphae growth
Expression regulation
(Gladieux et al. Heredity 2012)
•EST libraries in 4 Microbotryum species specialized on different host plants
•42 genes under positive selection (dN/dS)
•But under purifying selection at the within species level
Genes of speciation /host adaptation?
Cospeciations or host shifts?
•Congruence between host and parasite phylogenies?
Caryophyllaceae Microbotryum
Stellaria
Soffinialis
Grepens
Dcarthusianorum
Dmonspessulanus
Dsylvestris
Dgratianopolitanus
Lfloscuculi
Lflosjovis
Snutans
Sotites
Sacaulis
Sdioica
Slatifolia
Svulgaris
Slemmonii
Scaroliniana
Svirginica
MvStellaria
MvSaoff
MvDc
MvDsp1
MvDsp2
MvSot
MvLfc
MvSn
MvSv2
MvSd
MvSl
MvSlem
MvLfj
MvSv1
MvSa
MvSvir&caro
(Refrégier et al. BMC Evol Biol 2008)
Cospeciations or host shifts?
Caryophyllaceae Microbotryum
Stellaria
Soffinialis
Grepens
Dcarthusianorum
Dmonspessulanus
Dsylvestris
Dgratianopolitanus
Lfloscuculi
Lflosjovis
Snutans
Sotites
Sacaulis
Sdioica
Slatifolia
Svulgaris
Slemmonii
Scaroliniana
Svirginica
MvStellaria
MvSaoff
MvDc
MvDsp1
MvDsp2
MvSot
MvLfc
MvSn
MvSv2
MvSd
MvSl
MvSlem
MvLfj
MvSv1
MvSa
MvSvir&caro
Frequent host shifts
But between close hosts
(Refrégier et al. BMC Evol Biol 2008)
Cospeciations or host shifts?
Caryophyllaceae Microbotryum
Stellaria
Soffinialis
Grepens
Dcarthusianorum
Dmonspessulanus
Dsylvestris
Dgratianopolitanus
Lfloscuculi
Lflosjovis
Snutans
Sotites
Sacaulis
Sdioica
Slatifolia
Svulgaris
Slemmonii
Scaroliniana
Svirginica
MvStellaria
MvSaoff
MvDc
MvDsp1
MvDsp2
MvSot
MvLfc
MvSn
MvSv2
MvSd
MvSl
MvSlem
MvLfj
MvSv1
MvSa
MvSvir&caro
(Refrégier et al. BMC Evol Biol 2008)
Mostly host shift speciations
Pollinators and habitats are somehow different, but ecological isolation is incomplete (Van Putten et al. 2007, Goulson 1997, Karrenberg et al. 2008, Minder et al. 2007)
Intersterility? Pre-zygotic? Post-zygotic? Function of genetic distance between species?
MvSl
MvSd
MvSsp
MvDsp
MvSv
MvSspA
• Crossing experiments
• Viability and fertility of hybrids as a function of genetic distance between species
Evolution of reproductive isolation in Microbotryum
Gene flow concentrated on recent branches
•Secondary contact?
IM: isolation with migration (coalescence)
(Gladieux et al. MBE in press)
Structure of MvSl populations (Microsats+sequences)
3 clusters, recolonization from glacial refugia?
Selfing rate MvSl: 99%
Selfing rate MvSd : 95%
Structure of MvSd populations (Microsats+sequences)
MvSl
Sf Sx1
Sx2 Sx
MvSd MvSd MvSd
MvSd
MvSl
Shared polymorphisms
•Gene flow? •Ancestral polymorphism?
(Gladieux et al. MBE in press)
Host 1 Host 2
A B
A B
A B
a b a
b
A B
a b
A b
A B
a b
a B
A b
a B
Not the case when mating occurs outside the host
A: Host adaptation locus B: neutral locus
Host adaptation
Host adaptation
Host adaptation
Microbotryum violaceum anther-smut fungus
1. Ancient, easy to find, globally distributed pathogen
2. Fungus and its hosts are easily grown and crossed
3. Agriculturally and socially unimportant, but rich
scientific history 5. >500 host species
6. The existence of “host races” debated since
the early 20th century
7. Few morphological differences
Benefits of the Study System
Criteria for species recognition in fungi
– Morphology
– Intersterility
– Congruence between multiple gene genealogies
Individual 5
Individual 3
Individual 1
Individual 7
Gene B
Individual 6
Gene A
Individual 2
Individual 4
Individual 8
Gene C
Criteria for species recognition in fungi
– Morphology
– Intersterility
– Congruence between multiple gene genealogies
– 4 genes in Microbotryum
Individual 5
Individual 3
Individual 1
Individual 7
Gene B
Individual 6
Gene A
Individual 2
Individual 4
Individual 8
Gene C
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/
100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/95/91
1.0/89/88
1.0/98/99 1.0/91/86
1.0/97/86
1.0/99/99
1.0/99/98
1.0/100
/99
1.0/95/94
D. sylvestris
D. carthusianorum
D. monspessulanus
S. vulgaris
S. nutans
L. floscuculi
S. dioica
S. latifolia
S. acaulis
(Le Gac et al. Evolution 2007a)
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/
100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/100/100
1.0/95/91
1.0/89/88
1.0/98/99 1.0/91/86
1.0/97/86
1.0/99/99
1.0/99/98
1.0/100/
99
1.0/95/94
Microbotryum violaceum anther-smut fungus
female
male
aborted ovary
Effect on female and male hosts Diseased flower of Silene latifolia
Basidiomycete, pathogen of Caryophyllaceae
How does reproductive isolation evolve?
–Reproductive isolation has been found to increase with time/genetic divergence
–Pre-zygotic reproductive isolation is expected to be stronger in sympatry
–Reproductive character displacement has indeed been reported in several species
Coyne & Orr
How does reproductive isolation evolve?
Abnormal symptoms in hybrids
Mixtures of spores and pollen in anthers
(Sloan et al. JEB 2008)
Spores with ovules
•More than 100 host plants •Host-specialized species •Sympatric species •No « magic trait » •What are the barriers to gene flow? •How did reproductive isolation evolve?
Evolution of reproductive isolation in Microbotryum
Darwin’s doodles of anther smut
Pro
po
rtio
n o
f co
nju
gati
on
s
Genetic distance
0
0.04
0.08
0.12
0.16
0.2
0 0.02 0.04 0.06 0.08
No evidence of assortative mating
(Le Gac et al. Evolution 2007b)
Evolution of reproductive isolation in Microbotryum
•No intrinsic assortative mating
•Post-zygotic isolation increasing with genetic distance between species, but remaining low between close species
•Surprising for sympatric species…
•More consistent with allopatry patterns
•Recent secondary contact?
•Role of selfing and a selection arena: fewer hybrids than expected based on selfing rates and hybrid fitness alone
(Gibson et al. Evolution 2012)