| Literature DB >> 22363714 |
Hao Zhang1, Theo Van der Lee, Cees Waalwijk, Wanquan Chen, Jin Xu, Jingsheng Xu, Ye Zhang, Jie Feng.
Abstract
A large number of Fusarium isolates was collected from blighted wheat spikes originating from 175 sampling sites, covering 15 provinces in China. Species and trichothecene chemotype determination by multilocus genotyping (MLGT) indicated that F. graminearum s. str. with the 15-acetyl deoxynivalenol (15ADON) chemotype and F. asiaticum with either the nivalenol (NIV) or the 3-acetyl deoxynivalenol (3ADON) chemotype were the dominant causal agents. Bayesian model-based clustering with allele data obtained with 12 variable number of tandem repeats (VNTR) markers, detected three genetic clusters that also show distinct chemotypes. High levels of population genetic differentiation and low levels of effective number of migrants were observed between these three clusters. Additional genotypic analyses revealed that F. graminearum s. str. and F. asiaticum are sympatric. In addition, composition analysis of these clusters indicated a biased gene flow from 3ADON to NIV producers in F. asiaticum. In phenotypic analyses, F. asiaticum that produce 3ADON revealed significant advantages over F. asiaticum that produce NIV in pathogenicity, growth rate, fecundity, conidial length, trichothecene accumulation and resistance to benzimidazole. These results suggest that natural selection drives the spread of a more vigorous, more toxigenic pathogen population which also shows higher levels of fungicide resistance.Entities:
Mesh:
Substances:
Year: 2012 PMID: 22363714 PMCID: PMC3282776 DOI: 10.1371/journal.pone.0031722
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Distribution of Fusarium isolates in 15 provinces in China.
| Wheat growing areas | Province | Sampling sites |
|
|
|
|
|
|
|
| Total |
|
|
| 1 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 5 |
|
| 1 | 0 | 10 | 0 | 0 | 0 | 0 | 0 | 5 | 15 | |
|
|
| 1 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 4 |
|
| 4 | 5 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | |
|
| 1 | 0 | 15 | 0 | 0 | 1 | 0 | 0 | 0 | 16 | |
|
| 12 | 0 | 42 | 0 | 0 | 0 | 0 | 0 | 0 | 42 | |
|
| 20 | 3 | 35 | 0 | 0 | 0 | 0 | 0 | 0 | 38 | |
|
| 5 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | |
|
|
| 9 | 11 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 21 |
|
| 32 | 54 | 16 | 1 | 0 | 0 | 0 | 1 | 0 | 72 | |
|
| 2 | 17 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 20 | |
|
| 1 | 0 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 8 | |
|
|
| 20 | 47 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
|
| 16 | 30 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | |
|
| 8 | 26 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | |
|
| 42 | 82 | 5 | 0 | 2 | 0 | 0 | 0 | 0 | 89 | |
|
| 175 | 275 | 169 | 2 | 2 | 1 | 10 | 4 | 6 | 469 |
Trichothecene type compositions of F. graminearum s. str. and F. asiaticum in China.
| Wheat growing areas | Province | No. of isolates |
|
| ||
| NIV | 3ADON | 15ADON | 15ADON | |||
|
| Heilongjiang | 5 | 0 | 0 | 0 | 5 |
| Liaoning | 10 | 0 | 0 | 0 | 10 | |
|
| Hebei | 42 | 0 | 0 | 0 | 42 |
| Shanxi | 15 | 0 | 0 | 0 | 15 | |
| Shandong | 20 | 0 | 5 | 0 | 15 | |
| Henan | 38 | 2 | 1 | 0 | 35 | |
| Shaanxi (North) | 7 | 0 | 0 | 0 | 7 | |
|
| Shaanxi (South) | 21 | 10 | 1 | 0 | 10 |
| Sichuan | 70 | 44 | 6 | 4 | 16 | |
| Chongqing | 17 | 14 | 3 | 0 | 0 | |
|
| Hubei | 50 | 3 | 42 | 2 | 3 |
| Anhui | 32 | 4 | 26 | 0 | 2 | |
| Jiangsu | 87 | 11 | 71 | 0 | 5 | |
| Zhejiang | 30 | 9 | 16 | 1 | 4 | |
| Total | 444 | 97 | 171 | 7 | 169 | |
Trichothecene type was determined by MLGT assay (Ward et al. 2008).
Isolate compositions of three genetic clusters defined by high probability membership values (q≥0.8).
| Wheat growing areas | Province | species | chemotype | Genetic clusters | Total | |||
| POP1 | POP2 | POP3 | Admixed | |||||
|
| Heilongjiang |
| 15ADON | 4 | 0 | 0 | 1 | 5 |
| Liaoning |
| 15ADON | 9 | 0 | 0 | 1 | 10 | |
|
| Hebei |
| 15ADON | 42 | 0 | 0 | 0 | 42 |
| Shanxi |
| 15ADON | 15 | 0 | 0 | 0 | 15 | |
| Shandong |
| 15ADON | 15 | 0 | 0 | 0 | 15 | |
|
| 3ADON | 0 | 5 | 0 | 0 | 5 | ||
| Henan |
| 15ADON | 33 | 0 | 0 | 2 | 35 | |
|
| 3ADON | 0 | 1 | 0 | 0 | 1 | ||
| NIV | 0 | 0 | 1 | 1 | 2 | |||
| Shaanxi (North) |
| 15ADON | 7 | 0 | 0 | 0 | 7 | |
|
| Shaanxi (South) |
| 15ADON | 10 | 0 | 0 | 0 | 10 |
|
| 3ADON | 0 | 1 | 0 | 0 | 1 | ||
| NIV | 1 | 1 | 8 | 0 | 10 | |||
| Sichuan |
| 15ADON | 14 | 0 | 0 | 2 | 16 | |
|
| 15ADON | 0 | 1 | 2 | 1 | 4 | ||
| 3ADON | 2 | 1 | 1 | 2 | 6 | |||
| NIV | 1 | 8 | 26 | 9 | 44 | |||
| Chongqing |
| 3ADON | 0 | 2 | 0 | 1 | 3 | |
| NIV | 0 | 3 | 6 | 5 | 14 | |||
|
| Hubei |
| 15ADON | 3 | 0 | 0 | 0 | 3 |
|
| 15ADON | 1 | 0 | 0 | 1 | 2 | ||
| 3ADON | 1 | 34 | 4 | 3 | 42 | |||
| NIV | 1 | 1 | 1 | 0 | 3 | |||
| Anhui |
| 15ADON | 1 | 0 | 0 | 1 | 2 | |
|
| 3ADON | 0 | 25 | 0 | 1 | 26 | ||
| NIV | 0 | 3 | 1 | 0 | 4 | |||
| Jiangsu |
| 15ADON | 5 | 0 | 0 | 0 | 5 | |
|
| 3ADON | 0 | 61 | 1 | 9 | 71 | ||
| NIV | 0 | 4 | 3 | 4 | 11 | |||
| Zhejiang |
| 15ADON | 0 | 3 | 1 | 0 | 4 | |
|
| 15ADON | 0 | 1 | 0 | 0 | 1 | ||
| 3ADON | 0 | 11 | 2 | 3 | 16 | |||
| NIV | 0 | 3 | 5 | 1 | 9 | |||
| Total | 165 | 169 | 62 | 48 | 444 | |||
Species and trichothecene type was determined by MLGT assay (Ward et al. 2008).
Genetic clusters were divided with STRUCTURE 2.2 (Falush et al., 2003; Pritchard et al., 2000).
Pairwise comparisons of effective number of migrants (Nm), above diagonal, and genetic differentiation (Fst), below diagonal, among 3 populations.
| Population | POP1 | POP2 | POP3 |
|
| … | 0.984 | 1.338 |
|
| 0.337 | … | 1.703 |
|
| 0.272 | 0.227 | … |
*indicates significant at P<0.001.
Figure 1Genetic clusters compositions of F. graminearum s. str. with 15ADON chemotype (N = 169), F. asiaticum with 3ADON chemotype (N = 171) and with NIV chemotype (N = 97).
Multilocus linkage disequilibrium (LD) and percentage of NIV producers in POP2 genotype of F. asiaticum in five regions.
| Population | Isolates |
|
| LD | Percentage of NIV producers in POP2 | Percentage of admixed strains |
|
| 82 | 0.999 | 0.6220 | 0.075 | 17.7% | 22.0% |
|
| 47 | 0.998 | 0.5689 | 0.074 | 33.3% | 8.0% |
|
| 30 | 0.997 | 0.5057 | 0.013 | 75.0% | 6.3% |
|
| 82 | 0.999 | 0.5182 | 0.007 | 36.4% | 14.9% |
|
| 26 | 1.000 | 0.5759 | 0.005 | 33.3% | 13.3% |
Genotypic diversity (GD).
Gene diversity (H).
Measure of multilocus LD.
*indicates significant at P<0.01.
Population mean and standard error estimates for incidence of infected spikeletsa, biomass, growth, conidia, resistance to MBC and trichothecene accumulation (ppm).
| Phenotypic tests | POP1 | POP2A | POP2B | POP3 |
|
| 8.6±0.4 | 9.5±0.7 | 6.8±0.1 | 6.9±0.1 |
|
| 35.5±1.6a | 33.9±2.1a | 14.1±1.4b | 14.7±1.9b |
|
| 23.2±1.4a | 22.9±2.0a | 9.6±0.6b | 9.7±0.7b |
|
| 58.5±1.2a | 55.9±1.7a | 34.3±2.7b | 35.2±1.9b |
|
| 55.0±2.0a | 51.3±2.4a | 32.9±3.7b | 34.6±2.7b |
|
| 76.2±1.7 | 79.8±1.3 | 66.9±1.1 | 68.3±2.2 |
|
| 56.5±6.01a | 57.43±3.11a | 29.73±2.69b | 32.52±1.5b |
|
| 8.7±0.26b | 9.25±0.48a | 7.71±0.37c | 7.99±0.32c |
|
| 365.95±36.71a | 211.1±25.42b | 124.53±14.52c | 198.13±13.84b |
|
| 50.13±1.35a | 43.12±1.22b | 37.74±0.77c | 42.26±0.83b |
|
| 0.561±0.021b | 0.623±0.021a | 0.488±0.014c | 0.582±0.016ab |
|
| 406.1±43.8a | 350.9±42.9a | ND | ND |
|
| 32.9±6.4b | 82.6±11.8a | ND | ND |
|
| 9.8±2.9b | 244.2±29.3a | ND | ND |
|
| ND | ND | 79.8±7.9a | 66.7±7.5a |
|
| 443.3±52.4b | 683.2±76.5a | 79.8±7.9c | 66.7±7.5c |
IIS is the incidence of infected spikelets. For statistical analysis, IIS data were arcsine transformed and the values presented are back-transformed means.
Values within a row followed by different letters are significantly different at P<0.05.
ND indicated not detected.
Pairwise comparison of the four populations in phenotypic differences.
| Population pairs | POP1POP2A | POP2APOP3 | POP2APOP2B | POP2BPOP3 |
| IIS | n | + | + | n |
| Biomass | n | + | + | n |
| Growth rate | − | + | + | n |
| Trichothecene accumulation | n | + | + | n |
| Resistance to MBC | − | + | n | + |
| Conidia produced | + | + | n | + |
| Conidial length | + | + | n | + |
“n” indicated no significant differences found between the two populations.
“+” indicated the population above significantly higher than the population below at P<0.05.
“−” indicated the population above significantly lower than the population below at P<0.05.
Figure 2The proportion of wheat, rice and maize planting area and the distribution of F. graminearum s. str. and F. asiaticum in 13 provinces of four regions.
Figure 3Visual representation of isolate distribution (A) and admixture estimates (B) based on VNTR data.
A: green = F. graminearum s. str. with 15ADON type, red = F. asiaticum with 3ADON type, blue = F. asiaticum with NIV type, yellow = F. asiaticum with 15ADON type; B. Visual representation of admixture estimates based on VNTR data for 275 F. asiaticum and 169 F. graminearum s. str. isolates collected from three Chinese populations (3ADON, NIV and 15ADON). Each population is represented by a unique color (3ADON = red, NIV = blue and 15ADON = green). Individual isolates are represented by a distinct vertical line colored to represent the estimated proportion of the isolates genome derived from each population. The horizontal axis consists of a single vertical bar for each of 444 isolates. Isolates were assigned to a specific population when membership fraction ≥0.8.
Figure 4Map of China indicating the 175 sampling sites in 15 provinces.