Abstract
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Risk assessment studies on succinate dehydrogenase inhibitors, the new weapons in the battle to control Septoria leaf blotch in wheat
SUMMARY
Chemical control of Septoria leaf blotch, caused by Mycosphaerella graminicola, is essential to ensure wheat yield and food security in most European countries. Mycosphaerella graminicola has developed resistance to several classes of fungicide and, with the efficacy of azoles gradually declining over time, new modes of action and/or improvements in host varietal resistance are urgently needed to ensure future sustainable disease control. Several new‐generation carboxamide fungicides with broad‐spectrum activity have recently been introduced into the cereal market. Carboxamides inhibit succinate dehydrogenase (Sdh) of the mitochondrial respiratory chain (complex II) but, because of their single‐site specificity, these fungicides may be prone to resistance development. The objective of this study was to assess the risk of resistance development to different Sdh inhibitor (SDHI) fungicides in M.graminicola. UV mutagenesis was conducted to obtain a library of carboxin‐resistant mutants. A range of SDHI resistance‐conferring mutations was found in Sdh subunits B, C and D. Pathogenicity studies with a range of Sdh variants did not detect any fitness costs associated with these mutations. Most of the amino acid residues identified (e.g. B‐S221P/T, B‐H267F/L/N/Y, B‐I269V and D‐D129E/G/T) are directly involved in forming the cavity in which SDHI fungicides bind. Docking studies of SDHI fungicides in structural models of wild‐type and mutated Sdh complexes also indicated which residues were important for the binding of different SDHI fungicides and showed a different binding for fluopyram. The predictive power of the model was also shown. Further diagnostic development, enabling the detection of resistant alleles at low frequencies, and cross‐resistance studies will aid the implementation of anti‐resistance strategies to prolong the cost‐effectiveness and lifetime of SDHI fungicides.
INTRODUCTION
The control of fungal foliar cereal diseases is mainly dependent on the deployment of resistant host cultivars and the programmed application of fungicides. Septoria leaf blotch (SLB), caused by the ascomycete Mycosphaerella graminicola (anamorph Septoria tritici), has been the most important foliar disease of winter wheat in the UK since the 1980s (Bearchell etal., 2005; Hardwick etal., 2001). Current commercial wheat cultivars are susceptible or moderately resistant to the disease in the UK, because of the relatively low priority of disease resistance in breeding programmes, in combination with the availability of effective systemic fungicides over the last three decades. However, this approach may change as a result of fungicide resistance evolution and the introduction of new European Union regulations on the use of plant protection products (Directive 2009/128/EC and Regulation 1107/2009) impacting on product (re‐)registration and discovery. As a result of resistance development to benzimidazole fungicides (Griffin and Fischer, 1985) and quinone outside inhibitors (QoIs) (Fraaije etal., 2005), in 1984 and 2002, respectively, the control of SLB is currently dependent on the use of systemic demethylation inhibitors (DMIs; azole fungicides) and the protective multi‐site inhibitor chlorothalonil.
Fungicide programmes, typically two to four sprays of fungicide mixtures during the growing season, contribute to profitable farming by increasing yields by around 2 tonnes/ha, equivalent to 25% of the average UK yield. They have also been shown to reduce greenhouse gas emissions significantly by a more optimal use of nitrogen fertilizer in the absence of disease (Berry etal., 2008). The sensitivity of M.graminicola populations to azole fungicides has been declining gradually over time, already affecting field performance for some products (Clark, 2006). As a result of the continued evolution of novel CYP51 (sterol 14α‐demethylase) variants, further shifts in sensitivity towards different azoles are expected (Brunner etal., 2008; Cools and Fraaije, 2008; Cools etal., 2011; Leroux and Walker, 2011) and new modes of action are urgently needed to ensure future sustainable disease control.
Several new‐generation carboxamide fungicides have been introduced recently [e.g. boscalid (2005), isopyrazam (2010) and bixafen (2011)] or are expected to be launched shortly into the UK cereal market (e.g. penthiopyrad) (Fig.1). Carboxamides inhibit succinate dehydrogenase (Sdh) of the mitochondrial respiratory chain (complex II). In contrast with early‐generation Sdh inhibitors (SDHIs), such as carboxin introduced in 1969, the new compounds have a wide spectrum of activity and some curative properties. So far, resistance to SDHI fungicides has not been found in field isolates of cereal pathogens. However, carboxin‐resistant laboratory mutants of M.graminicola have been reported (Skinner etal., 1998). These mutants carry amino acid substitutions H267L and H267Y in the Sdh iron sulphur protein subunit B (SdhB) and are cross‐resistant to boscalid (B. A. Fraaije, unpublished). Similar or identical mutations at this codon and mutations at other positions within SdhB, and subunits SdhC and SdhD, have also been found to confer resistance to SDHI fungicides in laboratory mutants and field isolates of a range of fungi, including Alternaria alternata (2008, 2009), Aspergillus oryzae (Shima etal., 2009), Botrytis cinerea (Leroux etal., 2010; Stammler etal., 2008) and Corynespora cassiicola (Miyamoto etal., 2010). Interestingly, for some inhibitors (e.g. fluopyram), a lack of cross‐resistance to other SDHIs was identified when resistant isolates were tested (see Avenot and Michailides, 2010; Ishii etal., 2011; White etal., 1978).
To prevent or delay resistance development to SDHI fungicides in cereal pathogens, the Fungicide Resistance Action Committee (FRAC) has recommended the use of SDHI fungicides preventatively in mixtures with a maximum of two sprays per season. Mixing partners should ideally have a different mode of action and, on their own, provide satisfactory disease control. For the control of SLB, azoles are the preferred mixing partner, and it is expected that most SDHI products will enter the UK wheat market as co‐formulations with azoles.
The objective of this study was to assess the risk of resistance development to different SDHI fungicides in M.graminicola. We measured the baseline sensitivities to SDHIs and other fungicides in old and recent M.graminicola field isolates from different geographical origins. UV mutagenesis was conducted to obtain carboxin‐resistant mutants. These mutants were further characterized for levels of resistance and cross‐resistance patterns using invitro fungicide sensitivity assays to a range of SDHIs. For a selection of mutants, pathogenicity tests were carried out to establish their fitness inplanta. In addition, insilico studies on the binding of fungicides to the Sdh complex of M.graminicola were carried out. Docking studies of SDHIs in structural models of wild‐type and mutated Sdh complexes established which residues were important for binding, and the predictive power of the model was also investigated. Knowledge from this study can be used to devise and test anti‐resistance strategies to prolong the cost‐effectiveness and lifetime of SDHIs.
RESULTS
Fungicide baseline sensitivity testing of M.graminicola field strains
Table1 shows the fungicide sensitivities of 30 field strains representing past and recent field populations sampled from different geographical regions. Carboxin was the least effective compound amongst the SDHIs tested, with recorded EC50 values between 0.608 and 5.52µg/mL and an average value of 1.84µg/mL. Boscalid (EC50 between 0.161 and 1.14µg/mL; average, 0.482µg/mL) was less effective invitro than isopyrazam (EC50 between 0.020 and 1.1µg/mL; average, 0.262µg/mL) and bixafen (EC50 between 0.019 and 0.664µg/mL; average, 0.219µg/mL). When sensitivity data from strains isolated before 2005 were compared with the sensitivities of those isolated after 2005 (coinciding with the introduction of boscalid in the UK), there were no differences in EC50 values for the four SDHIs and chlorothalonil. The sensitivity data for epoxiconazole and prothioconazole‐desthio showed a clear trend of decreasing sensitivity for strains isolated more recently in north‐west Europe, a region with a high Septoria disease pressure, compared with older strains. This change in sensitivity has been correlated with the evolution of more complex CYP51 variants harbouring multiple amino acid alterations (Stammler etal., 2008).
Table 1
Isolate | CYP51 amino acid alterations* | Origin | Year | Fungicide sensitivity (EC50 in µg/mL)† | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Carboxin | Boscalid | Bixafen | Isopyrazam | Epoxiconazole | Prothioconazole‐desthio | Chlorothalonil | ||||
IPO323 | None | The Netherlands | 1981 | 1.50 | 0.970 | 0.273 | 0.418 | <0.0005 | 0.0018 | 0.167 |
IPO88004 | None | Ethiopia | 1988 | 1.43 | 0.208 | 0.031 | 0.107 | <0.0005 | 0.0009 | 0.145 |
A12/3B/8 | None | USA | 1988 | 1.99 | 0.210 | 0.055 | 0.053 | <0.0005 | 0.0015 | 0.191 |
IPO90012 | None | Mexico | 1990s | 2.05 | 0.300 | 0.086 | 0.073 | <0.0005 | 0.0013 | 0.119 |
IPO001 | None | The Netherlands | 1991 | 1.27 | 0.203 | 0.054 | 0.078 | <0.0005 | 0.0015 | 0.141 |
RD14 | Y137F | UK | 1993 | 0.622 | 0.271 | 0.094 | 0.119 | 0.0057 | 0.0060 | 0.040 |
ST16 | L50S, G460D | UK | 1995 | 1.61 | 0.603 | 0.381 | 0.539 | 0.0018 | 0.0023 | 0.145 |
IPO92006 | L50S, S188N, N513K | Portugal | 1990s | 3.75 | 0.615 | 0.393 | 0.169 | <0.0005 | 0.0015 | 0.218 |
CTRL01‐1 | Y137F, S524T | UK | 2001 | 3.13 | 0.438 | 0.130 | 0.176 | 0.0536 | 0.0042 | 0.097 |
LARS15 | L50S, I381V, Y459D | UK | 2003 | 1.40 | 0.433 | 0.175 | 0.247 | 0.0549 | 0.0105 | 0.109 |
G303 | L50S, S188N, A379G, I381V, DEL, N513K | UK | 2003 | 2.25 | 1.14 | 0.664 | 0.591 | 0.0749 | 0.0134 | 0.176 |
IRE13 | L50S, V136A, Y461S | Ireland | 2003 | 0.868 | 0.197 | 0.030 | 0.042 | 0.0268 | 0.0127 | 0.069 |
IRE30 | L50S, V136A, Y461S | Ireland | 2003 | 1.75 | 0.522 | 0.090 | 0.130 | 0.0399 | 0.0110 | 0.162 |
POL27 | L50S, I381V, Y461H | Poland | 2004 | 1.27 | 0.524 | 0.207 | 0.397 | 0.127 | 0.0144 | 0.155 |
NZ75 | Y137F | New Zealand | 2004 | 1.20 | 0.292 | 0.057 | 0.074 | 0.0056 | 0.0011 | 0.235 |
BD04 | G460D | Spain | 2006 | 0.711 | 0.655 | 0.127 | 0.435 | 0.0056 | 0.0023 | 0.127 |
MM20 | None | Spain | 2006 | 3.42 | 0.394 | 0.383 | 0.368 | <0.0005 | 0.0018 | 0.210 |
V212‐2 | V136A, S188N, DEL | UK | 2006 | 2.69 | 0.415 | 0.215 | 0.184 | 0.0712 | 0.0118 | 0.141 |
4439 | None | Finland | 2007 | 0.765 | 0.604 | 0.312 | 0.410 | <0.0005 | 0.0006 | 0.165 |
T2 | D107V, I381V, N513K, S524T | France | 2008 | 0.608 | 0.446 | 0.179 | 0.294 | 0.0578 | 0.0063 | 0.113 |
NZ11‐1 | L50S, S188N, N513K | New Zealand | 2008 | 3.56 | 0.454 | 0.078 | 0.130 | <0.0005 | 0.0019 | 0.212 |
I43‐2 | L50S, V136A, Y461S, S524T | Ireland | 2009 | 1.10 | 0.630 | 0.391 | 0.206 | 0.244 | 0.0514 | 0.104 |
R35‐3 | L50S, I381V, Y461H | UK | 2009 | 1.71 | 0.375 | 0.183 | 0.279 | 0.0910 | 0.0193 | 0.254 |
R39‐1 | L50S, S188N, A379G, I381V, DEL, N513K | UK | 2009 | 5.52 | 0.795 | 0.662 | 1.10 | 0.278 | 0.0262 | 0.325 |
BC1 | L50S, I381V, Y461H | UK | 2009 | 1.64 | 0.269 | 0.095 | 0.210 | 0.0818 | 0.0155 | 0.316 |
BC4 | L50S, I381V, Y461H | UK | 2009 | 1.42 | 0.472 | 0.408 | 0.328 | 0.151 | 0.0270 | 0.329 |
TAG71‐3 | L50S, D134G, V136A, Y461S, S524T | UK | 2009 | 2.05 | 0.161 | 0.019 | 0.020 | 0.453 | 0.156 | 0.336 |
TAG1‐9 | L50S, V136A, I381V, Y461H, S524T | UK | 2010 | 1.35 | 0.498 | 0.271 | 0.206 | 1.50 | 0.180 | 0.081 |
TAG74‐3 | L50S, S188N, I381V, DEL, N513K | UK | 2010 | 1.46 | 0.305 | 0.115 | 0.123 | 1.05 | 0.167 | 0.151 |
ROS1.40.1 | L50S, V136A, I381V, Y461S, S524T | UK | 2010 | 1.24 | 0.522 | 0.402 | 0.130 | 0.658 | 0.152 | 0.146 |
Clear linear cross‐sensitivity patterns were observed for bixafen and isopyrazam, bixafen and boscalid, and isopyrazam and boscalid, with R 2 values of 0.65 (P < 0.001), 0.61 (P < 0.001) and 0.46 (P < 0.001) (n= 30), respectively. The R 2 values for carboxin and bixafen, carboxin and isopyrazam and carboxin and boscalid were lower, at 0.17 (P= 0.022), 0.17 (P= 0.025) and 0.03 (P= 0.385) (n= 30), respectively. As expected, of the remaining fungicide pairs tested, a clear linear cross‐resistance relationship was only measured between the two DMI fungicides epoxiconazole and prothioconazole‐desthio (R 2= 0.85; P < 0.001; n= 21) after discarding the ‘wild‐type’ strains (strains with no alterations in CYP51 or variants carrying L50S, S188N and N513K) (Leroux etal., 2007).
Sdh sequence variation among M.graminicola field strains
DNA sequence comparison between IPO323, IRE30 and five other strains (BC1, BC4, R35‐3, R39‐1 and V212‐2) showed that the Sdh subunits were generally well conserved (GenBank accession numbers JF916683–916700). For SdhB, only changes resulting in the replacement of lysine (aag) by arginine (agg) at position 48 (B‐K48R) and cysteine (tgc) by arginine (cgc) at codon 276 (B‐C276R) were found in strains BC1 and V212‐2, respectively. Strain R35‐3 had a proline (ccc) residue [instead of serine (tcc)] at position 51 in SdhC (C‐S51P), and isolate R39‐1 had two changes in this subunit, a valine (gtc) residue [instead of isoleucine (atc)] at codon 29 (C‐I29V) and a glycine (ggc) residue [instead of arginine (cgc)] at codon 54 (C‐R54G). Two SdhC changes were also found in strain V212‐2, with two asparagine (aac) residues replaced by threonine (acc) at codons 33 (C‐N33T) and 34 (C‐N34T). For SdhD, strain R35‐3 carried a glycine (ggt) residue [instead of alanine (gct)] at codon 10 (D‐A10G), whereas IRE30 harboured a unique proline (ccg) residue [instead of arginine (cgg)] at codon 47 (D‐R47P). SdhC was most variable with regard to additional nucleotide changes leading to synonymous substitutions and sequence variation within intron regions (data not shown).
Docking of carboxin and other SDHIs in the quinone binding site of the M.graminicola Sdh complex
Docking studies ((2,2, ,3)3) showed carboxin positioned in a similar manner as in the crystal structure of the avian Sdh complex (Huang etal., 2006). SdhA did not form part of the quinone binding site. SdhB residues P220, S221, W223, W224, H267 and I269 form the major part of the binding pocket. SdhC (L71, W80, S83, A84 and R87) and SdhD (D129 and Y130) form the remainder of the fungicide binding cavity. The docking study also indicates that the binding energy for the carboxin–Sdh complex is relatively high, suggesting relatively poor binding when compared with the other fungicides (Table2). This probably reflects the relatively small size of this molecule, reducing extensive protein–fungicide interactions. Boscalid and bixafen contain an additional phenyl ring compared with carboxin, which is reflected in the lower binding energies. The predicted binding energies of carboxin, boscalid, bixafen and isopyrazam (Table2) are perfectly in line with the respective baseline fungicide sensitivity levels (Table1). The chlorinated phenyl rings of boscalid and bixafen occupy the same binding pocket as the phenyl moiety of docked carboxin (Fig.3A–C). However, the amide moiety is bound in another position, as is the second phenyl moiety of these fungicides, which is located at the surface of the protein. The pyrazole and pyridine moieties of bixafen and boscalid are found in the same pocket as the nonaromatic ring of carboxin. Binding seems to be stronger for bixafen, suggesting that the pyrazole moiety interacts favourably when compared with the pyridine moiety of boscalid, as both fungicides adopt similar binding modes when docked into the Sdh complex. Docking of isopyrazam (Fig.3D) and penthiopyrad (Fig.3E) yields similar binding energies when compared with bixafen (Table2). However, the binding mode more closely resembles the binding of carboxin. The pyrazole moieties occupy the same pocket as the phenyl group of carboxin, whereas their amide and hydrophobic moieties bind in the same location as the amide and the nonaromatic ring of carboxin. To compare the effectiveness of fluopyram insilico, we also docked this novel fungicide. The predicted fluopyram binding is largely similar to the binding of carboxin, as the phenyl ring and the amide moiety are in the same location as the nonaromatic ring and amide of carboxin (Fig.3F). However, the other moiety of fluopyram, a benzamide group, is separated from the amide bond by two carbons. This facilitates extended binding of this fungicide, as the benzamide moiety is favourably stacked in between two tryptophans, SdhB W223 and SdhC W80 (Fig.2). There is no such spacer between the amide and the analogous phenyl group in carboxin. This suggests very tight binding for fluopyram, as the binding energy, −138.6kJ/mol, is the lowest of all the docked SDHIs (Table2).
Table 2
Inhibitor* | Binding energies for each complex (kJ/mol)† | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
WT | S221P SdhB | R265P SdhB | H267L SdhB | H267Y SdhB | H267N SdhB | I269V SdhB | N86K SdhC | I127V SdhD | D129E SdhD | D129G SdhD | |
Boscalid | −113.0 | −114.9 | −114.2 | −111.8 | −112.7 | −112.5 | −112.8 | −114.8 | −114.6 | −116.1 | −110.5 |
Carboxin | −92.0 | −92.5 | −90.2 | −90.0 | −93.1 | −89.1 | −88.7 | −90.3 | −90.5 | −91.1 | −84.0 |
Bixafen | −121.9 | −129.4 | −122.6 | −121.8 | −122.2 | −125.1 | −120.0 | −124.8 | −122.7 | −121.7 | −122.1 |
Isopyrazam | −122.8 | −115.5 | −119.8 | −115.2 | −113.0 | −126.4 | −123.4 | −118.9 | −123.4 | −118.6 | −136.2 |
Penthiopyrad | −122.4 | −120.5 | −122.2 | −120.2 | −119.2 | −122.6 | −121.1 | −124.1 | −122.2 | −121.1 | −125.6 |
Identification of Sdh mutations in carboxin‐resistant UV mutants
In total 124 mutants, 98 derived from IPO323 (Table3) and 26 from IRE30 (Table4), were isolated and characterized. Mutants in the collection had a wide range of nonsynonymous mutations (Fig.4) and corresponding SDHI sensitivity profiles. Some rare mutants had multiple mutations in the same or in different Sdh subunit encoding genes. Figure4 shows the position of nine key amino acids that were substituted in SDHI‐insensitive mutants of M.graminicola, and how conserved are these residues in SdhB, SdhC and SdhD sequences from A.alternata, As.oryzae, B.cinerea, C.cassiicola and chicken (Gallus gallus). SdhB‐C137R is unique for M.graminicola and no mutations have been found at or in close proximity to this position in SDHI‐resistant strains of other fungi. This residue is normally part of an FeS cluster, relatively far from the quinone binding site, and it is expected that such a mutation would result in a nonfunctional protein. SdhB codon S221 (S221P/T) is one position away from codon 225 in B.cinerea, where substitutions P225L/F/T have been reported for field strains (Leroux etal., 2010; Stammler etal., 2008). Codon 230 in B.cinerea, where N230I has been linked to SDHI resistance (Leroux etal., 2010), is positioned next to W224 in M.graminicola, a residue predicted to form part of the quinone binding site (Fig.2). SdhB codons 265 (R265P), 267 (H267F/L/N/Y) and 269 (I269V) are clustered together, and mutations resulting in H267Y/L/N have also been reported in a range of other fungi (Avenot and Michailides, 2010). SdhC N80K, reported for Coprinus cinereus (Ito etal., 2004), is identical to N86K in M.graminicola. In addition, SdhC L85P and N86S were also found in M.graminicola mutants. SdhC S73P and T90I, reported for C.cassiicola (Miyamoto etal., 2010) and As.oryzae (Shima etal., 2009), respectively, are within three positions of codons 85 and 86 in M.graminicola. SdhD codons 127 (I127V) and 129 (D129E/G/T) are clustered together. SdhD D89G and D124E, reported in Paracoccus denitrificans (Matsson etal., 1998) and As.oryzae (Shima etal., 2009), respectively, are equivalent to D129G and D129E in M.graminicola. G109V in C.cassiicola (Miyamoto etal., 2010), H133R in A.alternata (Avenot etal., 2009) and H132R in B.cinerea (Leroux etal., 2010) are part of the α‐helix that positions the two crucial quinone binding site residues in M.graminicola, SdhD D129 and Y130. However, they are too far from the quinone binding site (approximately 12Å) to have a direct effect on fungicide binding.
Table 3
Strains/mutant Sdh variants | Corresponding codon changes | Mutant number | Fungicide sensitivity range (EC50 in µg/mL) | |||
---|---|---|---|---|---|---|
Carboxin† | Boscalid | Bixafen | Isopyrazam | |||
IPO323 | 3.50 | 0.718 | 0.216 | 0.316 | ||
B‐C137R | tgt > cgt | 1 | 159 | >12.5 | 2.01 | 1.93 |
B‐S221P (M152)* | tcc > ccc | 1 | 11.8 | 0.344 | 0.014 | <0.001 |
B‐S221P* | tcc > ccc | 5 | 102–190 | >12.5 | 0.761–1.91 | 0.889–2.34 |
B‐S221T | tcc > act | 2 | 81.7–113 | 0.959–2.0 | 0.465–0.583 | 0.742–1.11 |
B‐R265P | cga > cca | 6 | 133–175 | 3.26–5.0 | 0.235–1.02 | 0.644–1.83 |
B‐H267F | cac > ttc | 1 | 58.1 | >12.5 | 2.2 | 3.13 |
B‐H267L | cac > ctt/ctc | 9 | >200 | >12.5 | >12.5 | 10.0–>12.5 |
B‐H267N | cac > aac | 5 | 81.0–131 | 0.662–1.33 | 0.284–0.787 | 0.451–2.09 |
B‐H267Y | cac > tac | 48 | 67.7–193 | >12.5 | 0.482–3.05 | 0.232–4.6 |
B‐I269V | att > gtt | 7 | 63.5–143 | 1.1–2.86 | 0.397–1.03 | 1.15–1.86 |
B‐S221P, C‐R54G | tcc > ccc, cgc > ggc | 1 | 102 | 2.65 | 0.462 | 1.08 |
B‐H267Y, C‐N86S | cac > tac, aac > agc | 1 | 153 | >12.5 | 1.46 | 2.11 |
B‐D166G, D‐D129G | gac > ggc, gac > gga | 1 | >200 | >12.5 | 4.62 | 5.13 |
B‐I13V, D‐D129E, D‐V154A | att > gtt, gac > gaa, gtt > gct | 1 | 40.0 | 3.08 | 0.969 | 1.44 |
C‐L85P | ctc > ccc | 1 | 85.1 | 1.64 | 0.792 | 0.669 |
C‐N86K | aac > aaa | 1 | 112 | >12.5 | >12.5 | >12.5 |
D‐I127V | atc > gtc | 1 | 85.1 | 1.86 | 0.433 | 1.27 |
D‐D129E | gac > gag/gaa | 5 | 85.1–148 | 11.6–>12.5 | 0.412–2.15 | 0.666–4.07 |
D‐D129T | gac > acc | 1 | >200 | 3.41 | 3.49 | 3.6 |
Table 4
Strains/mutant Sdh variants* | Corresponding codon changes | Mutant number | Fungicide sensitivity range (EC50 in µg/mL)† | |||
---|---|---|---|---|---|---|
Carboxin | Boscalid | Bixafen | Isopyrazam | |||
IRE30 | 2.82 | 0.389 | 0.070 | 0.088 | ||
B‐S221P | tcc > ccc | 5 | 57.8–108 | 0.447–1.09 | 0.058–0.243 | 0.096–0.338 |
B‐H267N | cac > aac | 4 | 64.7–99.3 | 1.11–1.88 | 0.284–0.81 | 0.398–2.09 |
B‐H267Y | cac > tac | 14 | 69.0–155 | >12.5 | 0.777–2.6 | 0.882–4.04 |
B‐P155L, B‐H267Y | cca > cta, cac > tac | 1 | 23.6 | 0.878 | 0.682 | 0.486 |
C‐L85P, D‐V96A | ctc > ccc, gtc > gcc | 1 | 53.1 | 3.33 | 0.874 | 1.75 |
D‐D129E | gac > gag | 1 | 149 | >12.5 | 1.25 | 2.4 |
Relationship between mutant Sdh variants and SDHI sensitivity
3,3, ,44 show the relationship between the different Sdh variants and the sensitivity ranges measured for the different SDHI fungicides. Mutants carrying B‐S221P are clustered into three different phenotypic groups depending on the parental strain. In comparison with IRE30 mutants, B‐S221P mutants derived from IPO323 have higher levels of resistance to all SDHIs tested, in particular for boscalid with EC50 levels above 12.5µg/mL. For one IPO323‐derived mutant, M152, carrying S221P with no other mutations detected in the SdhB, SdhC and SdhD genes, the sensitivity to bixafen and isopyrazam was much lower than for IPO323. For all other Sdh variants tested, there was no clear strain‐dependent difference in SDHI sensitivity. Most mutants with multiple mutations in Sdh genes (B‐P155L/B‐H267Y, B‐S221P/C‐R54G and B‐I13V/D‐D129E/D‐V154A) were more sensitive to most SDHIs tested relative to mutants carrying single amino acid substitutions (B‐S221P, B‐H267Y and D‐D129E). Mutants carrying variant B‐H267L were highly resistant to all four SDHIs tested. High levels of boscalid resistance were measured for variants carrying B‐C137R, B‐S221P (only IPO323‐derived mutants), B‐H267F, H267Y, C‐N86K, D‐D129E and D‐D129G. Sensitivity levels to bixafen and isopyrazam were similar for mutants carrying different Sdh variants, with the exception of B‐I269V and B‐S221T mutants that were inhibited more strongly with bixafen than isopyrazam. Interestingly, high levels of resistance to both bixafen and isopyrazam were only measured for mutants carrying B‐H267L or C‐N86K.
Inplanta fitness studies on SDHI‐resistant UV mutants of M.graminicola
A selection of field strains (BC1, BC4 and IRE30) and Sdh mutants derived from IRE30 were further examined with regard to their inplanta pathogenicity and the ability to produce spores (Table5). After 21 days, the inoculated areas were completely necrotic and covered with pycnidia for the three field isolates. All mutants produced lesions with pycnidia, but some areas of green leaf tissue were still observed within the inoculated areas. The largest areas of necrosis were observed for mutants M74 and M79 (data not shown). In comparison with IRE30, where 36ng of pathogen DNA were detected per 50ng of total DNA after 25 days, the level of pathogen DNA was lower for the mutants, with measured values between 5 and 30ng. However, half of the mutants tested produced more pycnidiospores than IRE30 after 21 days. The amount of spores harvested per leaf after 21 days was at least five‐fold higher than the initial amount of spores inoculated for all mutants and strains tested. Although some small differences in symptom expression, fungal growth and spore production were measured for individual mutants, these differences were not linked to a particular Sdh variant (e.g. B‐S221P, B‐H267N, B‐H267Y and D‐D129E).
Table 5
Strains/mutants* | SDHI‐resistant Sdh alterations† | Amount of DNA (pg)‡ | Amount of spores§ | |||
---|---|---|---|---|---|---|
7 days | 14 days | 21 days | 25 days | |||
BC1 | 43±43 | 2544±17 | 6047±1668 | 32270±1750 | 3.67E + 05 | |
BC4 | 334±50 | 1625±774 | 7419±1663 | 29010±2000 | 3.58E + 05 | |
IRE30 | 184±44 | 100±1.8 | 17135±615 | 36245±1495 | 3.00E + 05 | |
M77 | B‐S221P | 248±49 | 1658±487 | 1968±114 | 15330±360 | 3.33E + 05 |
M99 | B‐S221P | 57±12 | 148±15 | 10749±791 | 17115±145 | 2.67E + 05 |
M125 | B‐S221P | 169±0.5 | 100±29 | 4556±941 | 5334±2168 | 2.17E + 05 |
M73 | B‐H267N | 281±7.6 | 73.4±2.3 | 12140±860 | 21045±2015 | 5.67E + 05 |
M126 | B‐H267N | 143±16 | 229±48 | 3174±205 | 14630±440 | 6.50E + 05 |
M74 | B‐H267Y | 290±45 | 1482±74 | 12500±890 | 16115±275 | 4.17E + 05 |
M79 | B‐H267Y | 252±31 | 419±104 | 8086±81 | 29770±3310 | 2.92E + 05 |
M80 | B‐H267Y | 63±6.7 | 189±31 | 9490±2820 | 12384±2787 | 1.42E + 05 |
M121 | B‐H267Y | 256±39 | 572±3.7 | 4641±15 | 9479±1251 | 4.42E + 05 |
M81 | D‐D129E | 159±22 | 344±52 | 6831±812 | 24370±0 | 1.33E + 05 |
DISCUSSION
With the exception of B‐C137R, the resistance‐related amino acid substitutions discovered in the mutant library are all positioned around the quinone binding pocket of the Sdh complex of M.graminicola formed by subunits B, C and D. Most (e.g. B‐S221P/T, B‐H267F/L/N/Y, B‐I269V and D‐D129E/G/T) are directly involved in forming the cavity in which SDHI fungicides bind. Docked carboxin (Fig.2) is positioned in a similar manner as found in the crystal structure of the avian Sdh complex (Huang etal., 2006). This confirms that the docking procedure provides reasonable binding mode predictions. Based on the binding energies, the model predicts that bixafen and isopyrazam will bind more strongly than boscalid, whereas carboxin will be less effective. The model can also predict the binding efficacies of SDHI fungicides to mutated Sdh variants (Table2). The prediction that B‐H267L will be resistant to most SDHIs tested was in line with fungicide sensitivity testing (Table3). Docking studies also demonstrated a different binding for fluopyram with the Sdh complex of M.graminicola ((2,2, ,3),3), a finding consistent with the absence of cross‐resistance to fluopyram in highly boscalid‐resistant isolates of A.alternata (Avenot and Michailides, 2010), C.cassiicola and Podosphaera xanthii (Ishii etal., 2011). However, the model was not always consistent with biological data, in particular for B‐H267Y, where stronger binding was predicted for carboxin and bixafen. In addition, the predicted binding modes for isopyrazam and penthiopyrad were unexpected because the orientation of the amide bond was found to be maintained across carboxamides in docking studies performed at Syngenta (G. Scalliet, personal communication). For isopyrazam, the pyrazole ring was predicted to be oriented towards the bottom of the quinone binding site. The docking simulations used in this study were performed without any bias towards a known binding mode of related fungicides. Further refinement of the model, taking into account residues at longer distances and specific interactions between inhibitors and key residues, will further improve the predictive power.
The diversity and high frequency of particular resistant mutants generated by UV mutagenesis demonstrate a potentially high risk for resistance development in M.graminicola to SDHIs. In total, 16 key amino acid substitutions conferring resistance to SDHIs were identified at five different positions in SdhB (137, 221, 265, 267 and 269) and two each in SdhC (85 and 86) and SdhD (127 and 129). In addition, several other amino acid substitutions (B‐I13V, B‐P155L, B‐D166G, C‐R54G, D‐V96A and D‐V154A) were found in combination with these 16, with most contributing to a more sensitive phenotype. Sixty‐four of the 124 mutants isolated and characterized carried B‐H267Y. Because B‐H267Y variants have lower carboxin resistance than B‐H267L variants, only nine of which were isolated, a higher fitness cost for B‐H267L variants seems likely. Shima etal. (2009) reported different levels of succinate‐cytochrome c reductase activity from crude mitochondrial fractions of wild‐type and carboxin‐resistant UV mutants of As.oryzae, including counterparts of the M.graminicola B‐H267Y, B‐H267L, B‐H276N and D‐D129E variants. The basal SDH activity of all mutants was significantly lower than that of the wild‐type, with the lowest relative activity measured for B‐H267L (18%) and the highest for D‐D129E (56%). In the presence of 100µm carboxin, the basal SDH activity of B‐H267L was fully retained, whereas the basal activity of D‐D129E was reduced to 33%. The isolate‐dependent SDHI sensitivity phenotype with B‐S221P mutants cannot be explained by differences in the amino acid sequences of the SdhA, SdhB and SdhC subunits. In comparison with IPO323, only one residue is different in IRE30 (D‐R47P). It is likely that other changes in the mitochondrial electron transport chain are responsible. IRE30 is unique because it carries cytochrome b F129L alleles which, in comparison with G143A alleles, confer intermediate levels of resistance to QoI fungicides (Lucas and Fraaije, 2008). Fisher etal. (2004) showed that modified cytochrome b quinone outside sites can affect cytochrome c reductase activity using yeast cytochrome b as a model. The combination of SdhB S221P and cytochrome b F129L might have a more deleterious effect on fitness than other combinations of Sdh variants and cytochrome b alleles. Increased invitro sensitivity to boscalid has also been reported for QoI reduced‐sensitive field strains of Alternaria solani carrying cytochrome b F129L alleles (Pasche etal., 2005) and QoI‐resistant laboratory mutants of B.cinerea (Markoglou etal., 2006). One IPO323‐derived mutant (M152) was less resistant to carboxin than other mutants carrying B‐S221P, and showed increased sensitivity to bixafen and isopyrazam. For this mutant, additional mutations causing changes in other components of the mitochondrial electron transport chain cannot be excluded.
The field strains were all well inhibited invitro with the multi‐site inhibitor chlorothalonil, with EC50 recorded between 0.040 and 0.336µg/mL. Ranges for the SDHIs were tight, but some strains, G303 and R39‐1, in particular, showed slightly increased EC50 values for one or more SDHIs. Sequencing revealed that strain R39‐1 carried two unique alterations in SdhC, I29V and R54G. These residues are too far (>25Å) from the quinone binding site to have a direct effect on fungicide binding. However, C‐R54G was also found in combination with B‐S221P in one mutant and increased the sensitivity to boscalid and bixafen, in comparison with most IPO323‐derived mutants carrying B‐S221P alone (Table3). Intensive monitoring since 2003 of M.graminicola field strains for SDHI sensitivity by agrochemical companies has shown a fully sensitive picture (FRAC SDHI Working Group, unpublished). A wide range of EC50 values were measured for epoxiconazole (<0.0005 to 1.5µg/mL) and prothioconazole‐desthio (0.0006–0.180µg/mL). Prothioconazole‐desthio is approximately 100‐fold more active than prothioconazole (B. A. Fraaije, unpublished), and inplanta and/or invivo metabolism of prothioconazole by the fungus itself has been suggested to contribute to the inhibition of CYP51 (Parker etal., 2011). Increased sensitivity to azoles, both invitro and inplanta (Fraaije etal., 2011), has been directly linked to changes in the CYP51 target protein, and novel CYP51 variants are continuously evolving (Brunner etal., 2008; Cools and Fraaije, 2008; Cools etal., 2011; Leroux and Walker, 2011). There is a concern that the activity of the most active azoles might erode to such an extent that field performance will be compromised, as reported for some older azoles (Clark, 2006). The use of mixtures as a resistance management strategy will only work with effective noncross‐resistant fungicides acting simultaneously at key fungal developmental stages. Further monitoring of sensitivity shifts to both SDHI and DMI fungicides is required, and an improved understanding of the underlying resistance mechanisms will lead to the exploitation of the chemical diversity within these fungicide classes.
Although these laboratory studies cannot provide direct evidence of the potential for field resistance, the knowledge arising from this investigation will enable the prediction of which mutations are most likely to be selected in field populations by different SDHIs, and also aid in the development of DNA‐based diagnostics based on allele‐specific PCR. In addition to the sequence information on Sdh complexes in field strains of M.graminicola, different mutations conferring resistance to SDHIs were identified. The early detection of resistant alleles at low frequencies, coupled with risk evaluation, will allow the implementation of anti‐resistance strategies to prolong the lifetime and cost‐effectiveness of this class of fungicides.
EXPERIMENTAL PROCEDURES
Isolation of fungal strains
Field population sampling and M.graminicola isolation from plants were performed as described by Fraaije etal. (2007). Conidial suspensions were streaked onto yeast extract peptone dextrose agar (YEPD agar; ForMedium, Norwich, Norfolk, UK) amended with penicillin G sodium and streptomycin sulphate at 100µg/mL, and incubated for 5 days at 23°C. Single colonies subsequently grew in the form of yeast‐like budding cells. Single spore strains were propagated by transferring single colonies to fresh YEPD agar plates. Strains were either used directly in sensitivity assays or stored in 80% glycerol at −80°C. All strains used in this study are listed in Table1.
Generation of SDHI‐resistant UV mutants
Ten thousand spores of M.graminicola strains IPO323 or IRE30 were plated out onto YEPD agar amended with carboxin at 50µg/mL. Plates were exposed to UV light at 500 or 600J/m2 using a Stratagene UV cross‐linker (model 1800; Stratagene Corporation, La Jolla, CA, USA), which resulted in approximately 20% survival. Putative carboxin‐resistant mutants were isolated from growing colonies after 14 days of incubation at 21°C in the dark. These mutants were grown for another generation on carboxin‐amended YEPD agar, harvested in sterile distilled water and stored in 80% (v/v) glycerol at −80°C for further use.
Isolation of fungal genomic DNA, PCR and DNA sequencing
Genomic DNA for PCR was extracted and quantified according to the protocol of Rudd etal. (2010). To amplify genes encoding for SdhB, SdhC and SdhD, specific primers for each subunit (see Table6) were designed based on the available genome sequence for strain IPO323 downloaded from the Joint Genome Institute (JGI) M.graminicola genome website (URL: http://genome.jgi‐psf.org/Mycgr3/Mycgr3.home.html). PCR was carried out in an Applied Biosystems (Foster City, CA, USA) Veriti 96‐well thermal cycler in a final volume of 30µL containing 2.5 units of Easy‐A high‐fidelity PCR cloning enzyme (Stratagene Corporation), 3µL of 10 × Easy‐A reaction buffer, 200µm of each deoxynucleoside triphosphate (dNTP), 1.0µm of each primer and 30ng of fungal template DNA. Amplification conditions consisted of 94°C for 2min, followed by 35 cycles at 94°C for 20s, 57°C (SdhB), 66°C (SdhC) or 58°C (SdhD) for 30s, and 72°C for 2min, with a final DNA extension at 72°C for 8min. PCR products were separated in ethidium bromide‐stained 1% agarose gels run in 1 × tris(hydroxymethyl)aminomethane (Tris)–borate–ethylenediaminetetraacetic acid (EDTA) buffer and exposed to UV light to visualize DNA fragments. PCR products were cloned into pGEM‐T easy vector (Promega Corporation, Madison, WI, USA) according to the manufacturer's instructions, and subsequently sequenced with M13 sequence primers using a dideoxy chain termination reaction method. Sequences were assembled and further aligned with Vector NTI and ClustalW software.
Table 6
Primers | Target | Sequence (5′–3′) | Amplicon size (bp) |
---|---|---|---|
Mgsdhbf1 | SdhB | ACTCTTCTCACATACCACACA | 1051 |
Mgsdhbr1 | CTTTCCAATCATCTCGTTCCAT | ||
Mgsdhcf1 | SdhC | GGCACATCGCGTCTCACG | 736 |
Mgsdhcr1 | TCCCTCATTTCCCCATCCAC | ||
Mgsdhdf1 | SdhD | CTCACCCTCACCGTCGCC | 715 |
Mgsdhdr1 | CCATCTACAACTTCTGCTCAATC |
Phenotyping and genotyping of carboxin‐resistant UV mutants and field strains
Wells of flat‐bottomed microtitre plates (TPP92696, Techno Plastic Products, Trasadingen, Switzerland) were filled with 100µL of double‐strength Sabouraud dextrose liquid medium (SDLM; Oxoid, Basingstoke, Hampshire, UK) without fungicide or amended with different fungicide concentrations. The following concentrations were used to test field strains: bixafen, boscalid and isopyrazam (0.00023, 0.00092, 0.0037, 0.0146, 0.0586, 0.234, 0.938, 1.875, 3.75, 7.5 and 15µg/mL), carboxin (0.0977, 0.195, 0.391, 0.781, 1.56, 3.13, 6.25, 12.5, 25, 50 and 100µg/mL), chlorothalonil (0.0195, 0.0391, 0.0781, 0.156, 0.313, 0.625, 1.25, 2.5, 5, 10 and 20µg/mL), epoxiconazole (0.00014, 0.00051, 0.00192, 0.0072, 0.0270, 0.101, 0.379, 1.42, 5.33, 20 and 75µg/mL) and prothioconazole‐desthio (Parker etal., 2011), a metabolite of prothioconazole (0.00034, 0.0010, 0.0030, 0.0091, 0.0274, 0.0823, 0.247, 0.741, 2.22, 6.67 and 20µg/mL). For the mutants, higher concentrations of SDHIs were used: bixafen, boscalid and isopyrazam (0.00076, 0.0031, 0.0122, 0.0488, 0.195, 0.781, 3.13, 12.5 and 25µg/mL) and carboxin (0.488, 0.977, 1.95, 3.91, 7.81, 15.6, 31.3, 62.5, 125, 250 and 500µg/mL). Before dilution in media, chemicals were dissolved in acetone, with the exception of chlorothalonil, which was dissolved in dimethylsulphoxide (DMSO). One hundred microlitres of spore suspension (2.5 × 104 spores/mL) of M.graminicola strains or UV mutants were added to each well. Plates were incubated for 4 days at 23°C, and growth was measured at 630nm using a FLUOstar OPTIMA microplate reader (BMG Labtech, Offenburg, Germany) in well‐scanning mode with a 2 × 2 matrix of scanning points within a 3‐mm diameter. Fungicide sensitivities were determined as the 50% effective concentration to inhibit growth (EC50 in µg/mL) using a dose–response relationship according to OPTIMA software. Based on the phenotyping results, the SdhB, SdhC and SdhD genes of mutants with differences in SDHI sensitivity were sequenced. Sequence analysis identified putative resistance‐conferring mutations. Subsequently, pyrosequencing assays were developed to screen the remaining mutants for the presence of these mutations. The SdhB, SdhC and SdhD genes of mutants testing negative by pyrosequencing for the identified mutations were also sequenced. This was repeated until all mutants were genotyped.
Pyrosequencing assays
Primers (forward primer, reverse primer and sequence primer) were designed with Pyrosequencing Assay Design Software (Version 1.0.6; Biotage, Uppsala, Sweden) targeting different regions of SdhB, SdhC and SdhD in which SDHI resistance‐conferring mutations were identified (Table7). Polymerase chain reactions (PCRs) were carried out in a Biometra T3 thermocycler (Biotron, Göttingen, Germany) with 0.2 units of Red Hot DNA polymerase (ABgene, Epsom, Surrey, UK) using 20mm (NH4)SO4, 75mm Tris‐HCl (pH 9.0), 0.01% Tween‐20, 1.5mm MgCl2, 150µm of each dNTP, 0.5µm of each primer and 20ng template DNA in a final volume of 20µL. Cycling conditions were as follows: 94°C for 2min, followed by 40 cycles at 94°C for 10s, 61°C (SdhB codon 221) or 65°C (other targets) for 20s and 72°C for 30s, with a final DNA extension at 72°C for 5min. Single‐stranded biotinylated PCR products were prepared using the Pyrosequencing Vacuum Prep Tool (Biotage). Three microlitres of Streptavidin Sepharose HP beads (GE Healthcare, Uppsala. Sweden) were added to 40µL of binding buffer (10mm Tris‐HCl, pH 7.6, 2 m NaCl, 1mm EDTA, 0.1% Tween‐20) and mixed with 15µL of PCR product and 25µL of sterile distilled water for 10min at room temperature using an Orbis plate shaker (Mikura, Lower Beeding, West Sussex, UK). Beads containing the captured DNA product were aspirated onto filters after applying a vacuum, washed with 70% (v/v) ethanol for 5s, rendered single stranded with denaturation solution (0.2 m NaOH) for 10s and neutralized with washing buffer (10mm Tris‐acetate, pH 7.6) for 5s. The vacuum was released and beads with biotinylated single‐stranded DNA were transferred into a PSQ 96‐well plate (Biotage) containing 45µL of annealing buffer (20mm Tris‐acetate, 2mm magnesium acetate, pH 7.6) and 0.5mm sequence primer. Pyrosequencing reactions were performed and analysed on a PyroMark Q96ID according to the manufacturer's instructions using a PyroMark Gold Q96 QSA Reagent Kit (Biotage), and the nucleotide dispensation orders are shown in Table7.
Table 7
Target | Amino acid substitutions | Primer sets* |
---|---|---|
SdhB | S221P, S221T | F: CATTCTCTGCGCATGCTG* |
R: CGTTGATCCATCGGTATGACT | ||
S: CCGAGTTCCACCAGT | ||
SdhB | R265P, H267F, H267L, H267N, H267Y, I269V | F: CGCAAGGACGCACTCAACA* |
R: GGGCAGGTCCTTGAGCAATT | ||
S: GTCCTTGAGCAATTCAG | ||
SdhD | I127V, D129E, D129G, D129T | F: CCCACCCGTATCATTCTGACA* |
R: GAGCTTGCGGGTTTTGGG | ||
S: CGCCATGAGGGGAAG |
Insilico studies on the binding of SDHIs to the Sdh complex of M.graminicola
For docking studies of fungicides in the M.graminicola Sdh complex, the crystallographic coordinates of the avian Sdh complex were taken from the Protein Data Bank (PDB). The Sdh complex of chicken (PDB code 2FBW) is similar to that of M.graminicola (70% sequence identity) and also contains a bound carboxin molecule. By replacing all residues within a 14‐Å radius of the bound carboxin with the corresponding residues of the M.graminicola Sdh complex using PyMOL, a structural model of the fungal quinone binding site was prepared. All fungicides tested were also prepared in PyMOL. The Molegro Virtual Docker (MVD; Molegro ApS, Aarhus, Denmark) was used for docking simulations. For docking simulations, the structural model and all fungicides were first subjected to energy minimization in MVD. For each resistance‐related mutation in one of the subunits, the corresponding mutant protein was built and optimized. Fungicides were docked within a sphere (radius, 12Å) that encompassed the quinone binding site. For docking, the default settings were used, except for the grid resolution which was set to 0.2, and a total of 25 runs was performed with a maximum of 500 iterations. The best superimposed positions with lowest MolDock energy scores were used in this study. For the visualization of the docked fungicides, PyMOL was used.
Inplanta fitness studies on Sdh mutants and field strains of M.graminicola
Inplanta pathogenicity tests were carried out on 2–3‐week‐old wheat seedlings of cultivar Riband according to Keon etal. (2007). In total, 18 leaves per strain were inoculated with spore suspensions [2.5 × 105 spores/mL in 0.1% (v/v) Tween‐20] using a mini ‘mist’ sprayer which covered up to a 4‐cm length of the leaf (approximately 100µL of inoculum per leaf segment). After 72h of incubation at 100% relative humidity in polystyrene boxes, inoculated plants were incubated at 16°C with a 16‐h light period at 88% relative humidity for up to 25 days to allow symptoms to develop. Visual assessments, recording the extent of pycnidia formation and chlorosis, were conducted 21 days after inoculation. DNA was also extracted from four 2‐cm inoculated leaf segments at several time points (7, 14, 21 and 25 days after inoculation) and the amount of pathogen DNA was quantified in 50‐ng DNA samples according to Fraaije etal. (2005) using the CY5 probe to quantify the presence of the cytochrome b gene of M.graminicola. Spores were also counted from three inoculated leaves after 21 days. Three 2‐cm leaf segments were added to 2‐mL tubes and incubated overnight in the dark at room temperature in the presence of 300µL of 0.2% Tween‐20 solution. Spores were harvested after two rounds of spinning and shaking at 4.0m/s in a FastPrep machine (Savants Instruments, Holbrook, NY, USA). The amount of spores collected was determined microscopically using a haemocytometer.
ACKNOWLEDGEMENTS
Part of this work was supported by the Department of Environment, Food and Rural Affairs (DEFRA) through the Sustainable Arable LINK programme, project LK09133, in collaboration with Home‐Grown Cereals Authority (HGCA), BASF, Bayer CropScience, DuPont, Syngenta, Velcourt, Scottish Agricultural College (SAC) and Agricultural Development Advisory Service (ADAS). Rothamsted Research receives grant‐aided support from the Biotechnology and Biological Sciences Research Council (BBSRC) of the UK. Thanks are also due to Gert Kema, Andreas Mehl, Mike Shaw, Gerd Stammler and Suvi Viljanen‐Rollinson for supplying M.graminicola strains.
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BioStudies: supplemental material and supporting data
Nucleotide Sequences
- (1 citation) ENA - JF916683
Protein structures in PDBe
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PDBe - 2FBWView structure
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Funding
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Biotechnology and Biological Sciences Research Council (1)
Grant ID: BBS/E/C/00005193