1. Introduction
Soybean (
Glycine max L.) is one of the most important legume crops worldwide, known as one of the few ‘complete protein’ sources with all nine human-essential amino acids. Cultivation is mainly centered in North and South America, comprising 80% of total world production [
1,
2,
3]. In Canada, soybean production has increased over the past decades, and it has become a crucial crop for human and livestock consumption as well as global exportation. Starting in Ontario and expanding to the Prairie provinces, soybean ranks behind only wheat, canola and barley in acreage [
4,
5]. In 2022, 1.6 million hectares of soybeans were grown in eastern Canada (mainly in Ontario and Quebec), yielding 5.1 million tonnes, with another 0.5 million hectares (1.4 million tonnes) grown in western Canada (primarily Manitoba and Saskatchewan). The value of the crop in Canada was estimated at more than
$33 billion USD [
5,
6].
In spite of this rapid expansion, several biotic constraints continue to be a major limitation to soybean production. To date, over 300 diseases have been reported on soybean, causing yield losses averaging 11% [
7]. A soybean survey conducted in the USA and Ontario found 23 specific diseases from 2015 to 2019, resulting in yield losses of 6-11% [
8]. Addressing these biotic constraints is essential for enhancing soybean production, ensuring food security and supporting farmers worldwide.
Fusarium spp. are significant soybean pathogens, causing root rot, wilt, sudden death syndrome (SDS), seed decay and seedling blight [
9,
10,
11]. In some cases, soybean diseases are caused by a single
Fusarium species, for instance, Fusarium wilt caused by
F. oxysporum Schltdl [
12,
13,
14]. Others involve multiple species, constituting a pathogen ‘complex’. The soybean root rot complex, widespread in North America in recent years, results from infection by multiple
Fusarium spp. [
9,
10,
15,
16,
17]. These species include
F. solani,
F. oxysporum,
F. acuminatum,
F. avenaceum,
F. cerealis,
F. culmorum,
F. equiseti,
F. graminearum,
F. poae,
F. proliferatum,
F. pseudograminearum,
F. redolens,
F. sporotrichioides,
F. fujikuroi,
F. incarnatum-equiseti,
F. tricinctum,
F. semitectum,
F. armeniacum,
F. commune and
F. verticillioides [
9,
10,
15,
16,
18,
19,
20,
21,
22,
23]. While
F. solani and
F. oxysporum were initially considered as the dominant species in the soybean root rot complex, the composition of
Fusarium spp. and their prevalence varied across different geographic regions [
9,
24,
25]. Zhao et al. [
19] reported that
F. proliferatum is the most virulent species on soybean in Hubei, China. In contrast, in Sichuan province, the most aggressive species were
F. oxysporum,
F. equiseti and
F. graminearum [
26]. At the reproductive stage of the crop,
F. acuminatum,
F. graminearum, and
F. solani were more prevalent than other
Fusarium spp. in Iowa [
10]. Zhang et al. [
27] reported eight
Fusarium spp. were associated with soybean root rot in Ontario, with the most aggressive species identified as
F. graminearum. In western Canada,
F. oxysporum and
F. acuminatum were the dominant species in surveys of soybean in Manitoba and Alberta, respectively [
9,
14].
Generally,
Fusarium spp. are classified based on various morphological characters, including colony features and pigmentation on different media, as well as the appearance, size and presence of the three spore types: microconidia, macroconidia, and chlamydospores [
28]. However, the morphology, ecology, physiology and even genetic traits of
Fusarium spp. often exhibit variations across different studies [
14,
28,
29,
30]. Currently, the most common and effective approach for identifying
Fusarium spp. in soybean relies on DNA Sanger sequencing of PCR amplification products obtained with primers for specific genes or genomic regions. This method offers rapid, precise, sensitive, and convenient results [
9,
31]. The internal transcribed spacer (ITS) region of nuclear-encoded ribosomal DNA (ITS rDNA) is commonly used to generate primers to identify plant pathogens [
32,
33]. Both the ITS1/ITS4 and ITS5/ITS4 primer sets are popular for the identification of
Fusarium spp. in various crops [
14,
19,
34,
35,
36]. Additionally, numerous other primers targeting genes within the
Fusarium genus have been widely applied in DNA sequence analysis. These alternate targets include the translation elongation factor 1 alpha (
TEF1a) genes, mating type locus genes, phosphate permease gene, beta-tubulin gene, as well as the largest and second largest subunit nucleotide sequences of RNA polymerase II, RPB1 and RPB2, respectively [
9,
37,
38]. Furthermore, the most up to date
Fusarium database,
FUSARIUM-ID v.3.0, primarily identifies
Fusarium spp. based on
TEF1a sequences, complemented with some other loci, including RPB1, RPB2 and ITS [
39]. At present, molecular methods with multiple primers, combined with evaluation of morphological characters, are necessary to differentiate
Fusarium spp. and analyze their phylogenetic relationships [
19,
26,
40,
41,
42].
Fusarium spp. have a wide host range, infecting various crops such as cereals, soybean, other legume crops, canola and corn [
43,
44,
45,
46]. Notably,
F. graminearum, known for causing severe Fusarium head blight (FHB) in cereal crops, also exhibits high aggressiveness towards soybean [
9,
47,
48]. Cross-pathogenicity among different crops can limit the efficacy of crop rotation in controlling Fusarium diseases [
9,
44]. As such, seed treatments are widely applied in North America to enhance seedling emergence and provide protection against soilborne pathogens of soybean [
49,
50,
51]. Studies of fungicides and biocontrol agents as soybean seed treatments have also reported potential efficacy against single species of
Fusarium under controlled conditions. The effectiveness of these treatments, however, remains limited in field trials conducted in natural environments [
25,
52,
53].
The most promising strategy to manage soybean diseases caused by
Fusarium spp. lies in the selection and breeding of resistant cultivars. However, globally available commercial cultivars with complete resistance are yet to be developed [
27,
54,
55]. Incomplete resistance, controlled by polygenetic loci [
56,
57,
58,
59], is influenced by the interaction between the cultivar and the environment [
60,
61,
62]. Cultivar screening and detection of resistance to SDS caused by
F. virguliforme in soybean has been reported in the United States [
58]. Similarly, tolerance or incomplete resistance to virulent isolates of
Fusarium also has been identified in Alberta and Ontario [
27,
52,
63]. However, resistance to
Fusarium spp. has not been evaluated in Manitoba or other regions of Canada.
To improve management of Fusarium diseases in Canadian soybean cultivation, it is essential to understand the species diversity, distribution, and pathogenicity of Fusarium spp., as well as to assess soybean cultivar resistance in the major production areas. This study aims has three primary objectives: 1) to evaluate the pathogenicity of six common Fusarium spp. on soybean under controlled conditions; 2) to assess resistance/tolerance to these six common Fusarium spp. in a selection of 20 soybean cultivars; and 3) to investigate the genetic diversity and distribution of Fusarium spp. across the major soybean production regions of Canada.
4. Discussion
Soybean production in western Canada, particularly Manitoba, has been increasing significantly in recent decades [
4,
5,
6]. Root rot of soybean is a global concern involving numerous soilborne pathogens, with
Fusarium spp. found to be predominant in disease surveys conducted in eastern [
63] and western Canada [
9,
14,
16]. However, studies investigating the pathogenicity of
Fusarium spp. in Canada, especially in western Canada, are limited.
Abdelmagid et al. [
16] evaluated the pathogenicity of five
F. sporotrichioides isolates from Manitoba, which caused up to 70% root rot severity and significant reductions in root and shoot length in soybean. The cross-pathogenicity of five
Fusarium spp., including isolates of
F. cerealis,
F. culmorum,
F. graminearum and
F. sporotrichioides collected in Manitoba, was also examined on soybean and wheat; the resulting in root rot severity on soybean ranged from 1.89 to 3.33 on a 0-4 scale [
9]. In Alberta,
F. proliferatum was reported as the most aggressive species on soybean based on greenhouse trials, while other tested
Fusarium spp. caused mild to moderate levels of disease [
14]. In this study, the pathogenicity of six
Fusarium species was compared on soybean, using isolates previously collected from Manitoba. These species included
F. oxysporum,
F. graminearum,
F. solani,
F. acuminatum, which are predominant in North America, as well as
F. avenaceum, which is also prevalent in Canada, and
F. redolens, which has previously reported in the country [
9,
14]. The severity of root rot caused by these six species varied, with
F. oxysporum,
F. avenaceum and
F. graminearum causing the most severe root rot on the soybean cultivar ‘Akras’. Despite this variability, root rot severity was generally greater to previous studies [
14,
52,
53], suggesting that
Fusarium spp. have become more aggressive in recent decades. This trend of increasing virulence should be emphasized to farmers when implementing control measures against Fusarium root rot in soybean.
Several studies have detected horizontal resistance in soybean controlled by polygenetic loci against
Fusarium spp. Acharya et al.[
57] identified one major and one minor QTL on soybean chromosomes 8 and 6 controlling partial resistance to
F. graminearum. Quantitative resistance was also detected against SDS on all 20 soybean chromosomes [
56,
58]. In this study, 20 commercial soybean cultivars were screened for resistance to virulent isolates of
F. oxysporum,
F. graminearum,
F. solani,
F. acuminatum,
F. avenaceum and
F. redolens selected from the earlier pathogenicity test. The host reactions revealed varying degrees of tolerance.
Fusarium oxysporum and
F. avenaceum were identified as the most virulent species, while
F. solani caused the lowest root rot severity, consistent with the findings of the pathogenicity testing. Complete resistance (root rot severity ≤ 1) was not observed on any of the 20 soybean cultivars evaluated. Moderate tolerance was detected in one, one, five, 15 and nine cultivars tested against
F. acuminatum,
F. avenaceum,
F. graminearum,
F. redolens and
F. solani, respectively (1 ≤ DS1 ≤2). However, when considering non-germinated seeds as dead plants due to pathogen infection, moderate resistance was only observed against
F. redolens and
F. solani (1 ≤DS2 ≤2) (
Supplementary Table 1). In this context, the level of tolerance was taken into consideration, evaluating all of the traits investigated in this study. The six
Fusarium spp. tested also had varying effects on germination counts, plant height, dry shoot weight and dry root weight. In another study, 57 commercial soybean cultivars were evaluated against
F. oxysporum,
F. graminearum,
F. avenaceum, and
F. tricinctum, with resistance against all four species identified in the soybean cultivar ‘Maple Amber’, based on root rot severity, rather than emergence, plant height or dry root weight [
63]. However, in that study, the root rot severity ranged from 0.5 to 2.7 on a 0-5 scale, and reductions in emergence, plant height and dry root weight were generally < 50%. Nyandoro et al. [
52] evaluated the resistance of 12 soybean cultivars against
F. avenaceum in greenhouse trials and found high root rot severity among cultivars (ranging from 2.6-3.4) and considerable reductions in emergence (26.7-75.5%). Given the variable performance of soybean cultivars across different trails, PCA was conducted to evaluate tolerance to
Fusarium spp., taking into account root rot severity, germination counts, plant height, dry shoot weight and dry root weight. Some tolerant cultivars were identified against each
Fusarium spp., with broad-spectrum resistance detected in ‘P15T46R2′ and ‘B150Y1′. The cultivars were tolerant/partially resistant to
F. graminearum,
F. oxysporum,
F. redolens and
F. solani.
Numerous studies have highlighted the variability of
Fusarium spp. associated with the soybean root rot complex across different environments, locations and years [
11,
73,
74,
75]. In the current study, 18
Fusarium spp. were identified from a large collection of symptomatic roots using a combination of morphological and molecular methods (
Supplementary Table 2). All the six species included in the pathogenicity test and cultivar evaluation trials were also recovered in the fungal isolation study, with
F. avenaceum,
F. oxysporum,
F. acuminatum and
F. redolens among the major groups. Another significant group was
F. equiseti, which has been commonly reported in north California and South Dakota in the USA [
76,
77] as well as in Ontario, Alberta and Manitoba, Canada [
9,
14,
27]. However, species such as
F. poae,
F. graminearum,
F. solani,
F. sporotrichioides,
F. tricinctum,
F. torulosum,
F. commune and
F. proliferatum , which were reported as predominant in Canada [
9,
14,
27], were only sparsely identified or absent in the current study. Notably, isolates of
F. acuminatum, F. solani, and
F. redolens displayed location-specific characteristics, consistent with previous reports [
9,
14].
Colony morphology played a crucial role for the primary grouping and species selection of isolates within the same field, allowing us to narrow down the initial 983 isolates to 336 isolates for molecular identification. The isolates grouped into “White2” were identified as
F. redolens except for “NSRR22_186” and “NSRR22_187, which were identified as
F. solani. Similarly, all the “White4” isolates and a few “White1” isolates were identified as
F. incarnatum-equiseti.
Fusarium oxysporum had three morphology types, including “White1”, “Purple1” and “Slimy1”. The similarity in morphology between
F. oxysporum and
F. equiseti has also been reported in tomato in northeast India [
78]. Additionally, three isolates in the “Purple1” subgroup were identified as
F. verticillioides. Within the “Red” group, however, the four subgroups (“Red2,” “Red2,” “Red3,” and “Red4”) failed to distinguish whether the isolates belonged to FTSC or FSSC.
Furthermore, sequencing of DNA fragments amplified by PCR based on the ITS region and beta-tubulin gene identified 225 and 79 isolates that belonged to
Fusarium spp., respectively. Inconsistencies were frequently observed among species identified within the same
Fusarium species complex. For example, while five isolates were classified as
F. incarnatum or
F. equiseti with the primer set ITS4/5, they were recognized as
F. flagelliforme (also a member of FIESC) with the T12 primer set (beta-tubulin gene). Notably,
F. flagelliforme was not detected using ITS4/5 in our current study. Chang et al. [
26] demonstrated that variable identification of isolates across species complexes or among species within the
Fusarium genus was common in studies with multiple primers, including those targeting the beta-tubulin and ITS regions. For instance, ITS sequences have been reported as unsuitable for distinguishing
F. equiseti or
F. incarnatum [
34] . Similarly, the beta-tubulin sequence has been applied to identify species in the FIESC and
F. chlamydosporum Species Complexes (FCSC)[
79], but failed to distinguish
F. armeniacum,
F. acuminatum,
F. sportrichioides and
F. langsethiae [
80]. While the
TEF1a gene has been widely used to define species and reveal phylogenetic relationships within the genus
Fusarium in the past, multiple primers are more frequently employed in recent studies [
9,
19,
41,
81,
82]. The results of this study underscore the need to use a combination of colony morphology and multiple primers to identify
Fusarium spp. accurately.
Phylogenetic analysis successfully grouped most of the
Fusarium spp. identified in this study into distinct complexes, such as FTSC, FOSC, FIESC, FSSC,
F. redolens and
F. solani. However, only FIESC,
F. redolens and
F. solani had strong bootstrapping support (BV≥70) and displayed location-specific identification. Within groups like FTSC, FOSC-2, and FSSC, the bootstrap values varied, indicating significant genetic variation. For
F. oxysporum, the isolates in the morphological subgroups “Slimy1”, “White1” and “Purple1” were not well distinguished by ITS4/5. Meanwhile, isolate overlap was observed in FTSC between
F. avenaceum and
F. acuminatum, as well as in FIESC between
F. equiseti and
F. incarnatum. On the other hand, beta-tubulin sequences clearly distinguished
F. avenaceum and
F. acuminatum in FTSC as well as
F. equiseti and
F. flagelliforme. O’Donnell et al. [
82] concluded that the beta-tubulin gene is not universally informative within
Fusarium and is only suitable to distinguish
Fusarium spp. forming part of the
F. solani and
F. incarnatum-equiseti species complexes. This study was the first to use the T12 primer set specific for the beta-tubulin gene to separate
Fusarium spp. in FTSC and FIESC. Hafez et al. [
9] also generated a phylogenetic tree that clearly distinguished
Fusarium spp. of FTSC, FSSC, FOSC, FIESC,
F. redolens and
F. solani collected from Carman and Melita, Manitoba. In a study investigating
Fusarium isolates from central and southern Alberta, overlapping species were found in phylogenetic trees based on both the ITS and TEF1a sequences [
14].
Fusarium oxysporum was reported to have extensive genetic variation [
10] and morphological variability [
83]. A whole genome sequence study demonstrated the large diversity in FOSC in Australia among the identified clades [
75]. Overall, phylogenetic analysis based solely on ITS4/5 was insufficient to classify the different
Fusarium species complexes or a single species, while beta-tubulin clearly distinguished
Fusarium spp. in FTSC and FIESC.
Figure 1.
Root rot severity following inoculation of soybean with (a)
Fusarium oxysporum, (b)
Fusarium redolens, (c)
Fusarium graminearum, (d)
Fusarium solani, (e)
Fusarium avenaceum, and (f)
Fusarium acuminatum as evaluated on a 0-4 scale based on Chang et al. [
17] and Zhou et al. [
14].
Figure 1.
Root rot severity following inoculation of soybean with (a)
Fusarium oxysporum, (b)
Fusarium redolens, (c)
Fusarium graminearum, (d)
Fusarium solani, (e)
Fusarium avenaceum, and (f)
Fusarium acuminatum as evaluated on a 0-4 scale based on Chang et al. [
17] and Zhou et al. [
14].
Figure 2.
Effect of inoculation with each of 12 Fusarium isolates on (a) germination count, (b) plant height; (c) root rot severity; and (d) dry shoot and root weight of two soybean cultivars, ‘Akras’ and ‘B150Y1′. The orange and blue lines in (b-d) denote the estimated mean of the non-inoculated controls of ‘Akras’ and ‘B150Y1′, respectively. The bars indicate the values in response to the different fungal isolates.
Figure 2.
Effect of inoculation with each of 12 Fusarium isolates on (a) germination count, (b) plant height; (c) root rot severity; and (d) dry shoot and root weight of two soybean cultivars, ‘Akras’ and ‘B150Y1′. The orange and blue lines in (b-d) denote the estimated mean of the non-inoculated controls of ‘Akras’ and ‘B150Y1′, respectively. The bars indicate the values in response to the different fungal isolates.
Figure 3.
Cluster and principal component analyses of 20 soybean cultivars evaluated against six Fusarium spp., including (a) Fusarium oxysporum, (b) Fusarium redolens, (c) Fusarium graminearum, (d) Fusarium solani, (e) Fusarium avenaceum and (f) Fusarium acuminatum. Hosts were divided into four groups (denoted by circles; high tolerance, moderate tolerance, moderate susceptibility, and high susceptibility) based on cluster analysis.
Figure 3.
Cluster and principal component analyses of 20 soybean cultivars evaluated against six Fusarium spp., including (a) Fusarium oxysporum, (b) Fusarium redolens, (c) Fusarium graminearum, (d) Fusarium solani, (e) Fusarium avenaceum and (f) Fusarium acuminatum. Hosts were divided into four groups (denoted by circles; high tolerance, moderate tolerance, moderate susceptibility, and high susceptibility) based on cluster analysis.
Figure 4.
Colony growth on potato dextrose agar of the Fusarium isolates (a) NSRR22_029, (b) NSRR22_078, (c) NSRR22_113, (d) NSRR22_128, (e) NSRR22_139, (f) NSRR22_175, (j) NSRR22_213, (h) NSRR22_245, and (i) NSRR22_314, representing the colony morphology subgroups “Red1”, “Red2”, “Red3”, “Red4”, “White1”, “White2”, “White4”, “Purple1” and “Slimy1”, respectively. The bar in each panel = 1 cm.
Figure 4.
Colony growth on potato dextrose agar of the Fusarium isolates (a) NSRR22_029, (b) NSRR22_078, (c) NSRR22_113, (d) NSRR22_128, (e) NSRR22_139, (f) NSRR22_175, (j) NSRR22_213, (h) NSRR22_245, and (i) NSRR22_314, representing the colony morphology subgroups “Red1”, “Red2”, “Red3”, “Red4”, “White1”, “White2”, “White4”, “Purple1” and “Slimy1”, respectively. The bar in each panel = 1 cm.
Figure 5.
Molecular identification of reference isolates of Fusarium oxysporum (F. oxy), Fusarium redolens (F. red), Fusarium graminearum (F. gra), Fusarium solani (F. sol), Fusarium avenaceum (F. ave), and Fusarium acuminatum (F. acu). Genomic DNA of each isolate was amplified with each of two primer sets: (a) ITS4/5 (targeting the ITS region) and (b) T12 (targeting the beta-tubulin gene), and the products resolved by electrophoresis on 2% agarose. A band (500 bp – 600 bp) is visible for each isolate. A DNA ladder is included on the left of each panel.
Figure 5.
Molecular identification of reference isolates of Fusarium oxysporum (F. oxy), Fusarium redolens (F. red), Fusarium graminearum (F. gra), Fusarium solani (F. sol), Fusarium avenaceum (F. ave), and Fusarium acuminatum (F. acu). Genomic DNA of each isolate was amplified with each of two primer sets: (a) ITS4/5 (targeting the ITS region) and (b) T12 (targeting the beta-tubulin gene), and the products resolved by electrophoresis on 2% agarose. A band (500 bp – 600 bp) is visible for each isolate. A DNA ladder is included on the left of each panel.
Figure 6.
Phylogenetic tree of Fusarium isolates in (a) F. tricinctum species complex (FTSC) and (b) F. incarnatum-equiseti species complex (FIESC) from Manitoba (MB), Saskatchewan (SK), Ontario (ON) and Quebec (QC) based on neighbour-joining analysis of the beta-tubulin sequence. Bootstrap values, which are indicated on the branches, were based on 1000 replicates.
Figure 6.
Phylogenetic tree of Fusarium isolates in (a) F. tricinctum species complex (FTSC) and (b) F. incarnatum-equiseti species complex (FIESC) from Manitoba (MB), Saskatchewan (SK), Ontario (ON) and Quebec (QC) based on neighbour-joining analysis of the beta-tubulin sequence. Bootstrap values, which are indicated on the branches, were based on 1000 replicates.
Table 1.
ANOVA table for three germination counts (Count1, Count2 and Count3) taken at 7, 14 and 21 days after seeding, plant height (Height), disease severity with two calculation methods (DS1 and DS2), dry shoot weight (Shoot) and dry root weight (Root) of two soybean cultivars, ‘Akras’ and ‘B150Y1′, inoculated under greenhouse conditions with each of 12 fungal isolates representing F. oxysporum, F. redolens, F. graminearum, F. solani, F. avenaceum and F. acuminatum.
Table 1.
ANOVA table for three germination counts (Count1, Count2 and Count3) taken at 7, 14 and 21 days after seeding, plant height (Height), disease severity with two calculation methods (DS1 and DS2), dry shoot weight (Shoot) and dry root weight (Root) of two soybean cultivars, ‘Akras’ and ‘B150Y1′, inoculated under greenhouse conditions with each of 12 fungal isolates representing F. oxysporum, F. redolens, F. graminearum, F. solani, F. avenaceum and F. acuminatum.
Source of Variance |
Df |
Mean square |
Count1 |
Count2 |
Count3 |
Height |
DS1 |
DS2 |
Shoot |
Root |
F.spp1
|
12 |
10.4*2 |
4.1* |
4.7* |
25.5* |
9.7* |
11* |
4.3* |
0.2* |
CV1
|
1 |
128.8* |
70.1* |
57.3* |
261.4* |
2.9* |
10.7* |
175.9* |
9.5* |
Repeat1
|
1 |
0.2 |
1.4 |
0.3 |
0.3 |
0.0 |
0.0 |
0.1 |
0.1 |
F.spp:CV |
12 |
3.8* |
2.6* |
2.0* |
4.3* |
0.7* |
1.0* |
0.9* |
0.1* |
F.spp:Repeat |
12 |
1.5 |
0.8 |
1.0 |
0.8 |
0.1 |
0.2 |
0.3 |
0.0 |
CV:Repeat |
1 |
1.7 |
0.9 |
0.4 |
0.0 |
0.0 |
0.0 |
0.5 |
0.1 |
F.spp:CV:Repeat |
12 |
0.8 |
0.9 |
1.0 |
1.0 |
0.1 |
0.2 |
0.2 |
0.0 |
Residuals |
208 |
1.0 |
0.6 |
0.6 |
1.1 |
0.1 |
0.1 |
0.2 |
0.0 |
Table 2.
ANOVA table of 20 soybean cultivars evaluated for reaction to Fusarium oxysporum, Fusarium redolens, Fusarium graminearum, Fusarium solani, Fusarium avenaceum and Fusarium acuminatum in greenhouse studies. The estimated traits included three germination counts (Count1, Count2 and Count3) taken at 7, 14 and 21 days after seeding, plant height (Height), disease severity with two calculation methods (DS1 and DS2), dry shoot weight (Shoot) and dry root weight (Root).
Table 2.
ANOVA table of 20 soybean cultivars evaluated for reaction to Fusarium oxysporum, Fusarium redolens, Fusarium graminearum, Fusarium solani, Fusarium avenaceum and Fusarium acuminatum in greenhouse studies. The estimated traits included three germination counts (Count1, Count2 and Count3) taken at 7, 14 and 21 days after seeding, plant height (Height), disease severity with two calculation methods (DS1 and DS2), dry shoot weight (Shoot) and dry root weight (Root).
Source of Variance |
Df |
Mean square |
Count1 |
Count2 |
Count3 |
Height |
DS1 |
DS2 |
Shoot |
Root |
F.spp1
|
6 |
643.2*2 |
657.1* |
709* |
1597.9* |
139.4* |
227.1* |
28.9* |
2.12* |
CV1
|
19 |
28.0* |
26.8* |
25.8* |
106.4* |
2.3* |
2.0* |
2.2* |
0.18* |
Repeat1
|
1 |
0.1 |
0.1 |
0.0 |
10.3 |
0.1 |
0.3 |
0.0 |
0.00 |
CV:F.spp |
114 |
3.1* |
2.8* |
3.1* |
15* |
0.9* |
0.5* |
0.2* |
0.02* |
CV:Repeat |
19 |
0.6 |
0.6 |
0.6 |
5.3 |
0.5 |
0.2 |
0.0 |
0.00 |
F.spp:Repeat |
6 |
1.0 |
1.7 |
1.3 |
0.7 |
0.1 |
0.5 |
0.0 |
0.00 |
CV:F.spp:Repeat |
114 |
0.8 |
0.7 |
0.7 |
4.3 |
0.4 |
0.2 |
0.0 |
0.00 |
Residuals |
839 |
1.6 |
1.6 |
1.5 |
7.7 |
0.6 |
0.3 |
0.1 |
0.01 |
Table 3.
The frequency (%) of identification of Fusarium acuminatum (F. acu), Fusarium avenaceum (F. ave), Fusarium oxysporum (F. oxy), Fusarium graminearum (F, gra), Fusarium equiseti (F. equ), Fusarium solani (F. sol),and Fusarium redolens (F. red), and four Fusarium species complexes (Fusarium tricinctum species complex (FTSC), Fusarium oxysporum species complex (FOSC), Fusarium incarnatum-equiseti species complex (FIESC), and Fusarium sambucinum species complex (FSSC)) in samples collected from Manitoba (MB), Saskatchewan (SK), Ontario (ON) and Quebec (QC).
Table 3.
The frequency (%) of identification of Fusarium acuminatum (F. acu), Fusarium avenaceum (F. ave), Fusarium oxysporum (F. oxy), Fusarium graminearum (F, gra), Fusarium equiseti (F. equ), Fusarium solani (F. sol),and Fusarium redolens (F. red), and four Fusarium species complexes (Fusarium tricinctum species complex (FTSC), Fusarium oxysporum species complex (FOSC), Fusarium incarnatum-equiseti species complex (FIESC), and Fusarium sambucinum species complex (FSSC)) in samples collected from Manitoba (MB), Saskatchewan (SK), Ontario (ON) and Quebec (QC).
|
F. acu |
F. ave |
FTSC |
F. oxy |
FOSC |
F. gra |
FSSC |
F. equ |
FIESC |
F. sol |
F. red |
MB |
13.6 |
15.8 |
31.2 |
11.3 |
12.2 |
0.0 |
1.8 |
5.0 |
6.3 |
0.0 |
4.5 |
SK |
4.1 |
7.7 |
12.7 |
2.7 |
2.7 |
1.4 |
3.2 |
2.3 |
4.5 |
0.0 |
4.1 |
Western |
17.6 |
23.5 |
43.9 |
14.0 |
14.9 |
1.4 |
5.0 |
7.2 |
10.9 |
0.0 |
8.6 |
ON |
0.0 |
0.0 |
0.0 |
3.6 |
4.1 |
0.0 |
0.0 |
0.5 |
0.9 |
1.4 |
0.0 |
QC |
0.0 |
2.7 |
2.7 |
1.4 |
1.4 |
0.0 |
0.9 |
0.0 |
0.0 |
0.0 |
0.0 |
Eastern |
0.0 |
2.7 |
2.7 |
5.0 |
5.4 |
0.0 |
0.9 |
0.5 |
0.9 |
0.0 |
0.0 |
Total |
17.6 |
26.2 |
46.6 |
19.0 |
20.4 |
1.4 |
5.9 |
7.7 |
11.8 |
1.4 |
8.6 |