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Article

Occurrence and Distribution of Fusarium Communities in the Root Zone in a Post-Bog Permanent Meadow in Relation to Mineral Fertilization and Growing Seasons

by
Teresa Korniłłowicz-Kowalska
1,
Bernadeta Wojdyło-Kotwica
2,
Justyna Bohacz
1,* and
Michał Możejko
1
1
Department of Environmental Microbiology, Faculty of Agrobioengineering, University of Life Sciences in Lublin, 20-069 Lublin, Poland
2
Alab Plus Research Laboratory, 05-220 Zielonka, Poland
*
Author to whom correspondence should be addressed.
Pathogens 2022, 11(3), 341; https://doi.org/10.3390/pathogens11030341
Submission received: 18 December 2021 / Revised: 23 February 2022 / Accepted: 8 March 2022 / Published: 11 March 2022

Abstract

:
The present study is the first report of a detailed analysis of the frequency of Fusarium and genera related to Fusarium colonizing the root zone of clovers and grasses growing in a permanent meadow established on peat-muck soil in a post-bog habitat. The isolation of fungi was carried out on the Nash and Snyder medium with the plate dilution method. The taxonomic identification of the collection of pure fungal cultures was based on morphological features revealed by macroscopic and microscopic observations. The species dominance coefficients, Marczewski–Steinhaus and Simpson species diversity index were calculated. Eight Fusarium complexes were distinguished. The distribution of the Fusarium population was uneven, which was generally reflected in a higher frequency of the F. oxysporum species complex in the clover root zone and M. nivale, F. avenaceum from the Fusarium tricinctum species complex, and F. culmorum from the F. sambucinum species complex in the grass root zone. The highest similarity of fungi was determined in the rhizoplane and the endorhizosphere. The highest species diversity and the highest population size were determined in the rhizosphere soil. The fertilization treatment reduced the growth rates in the Fusarium sensu lato and in genera related to Fusarium, as evidenced by the decrease in the total abundance and species richness. The root colonization by the Fusarium, especially the F. oxysporum species complex, was not accompanied by plant pathologies, which suggests a saprotrophic and endophytic rather than parasitic character of the relationships with the plant host.

Graphical Abstract

1. Introduction

Drainage treatments carried out in the 1950s and 1960s in Poland resulted in the transformation of over 800 thousand ha of peat bogs into grasslands [1]. The reduction or disturbance in the natural moisture of peat soils resulted in the termination of the peat-forming process and, thus, the induction of a number of transformations generally referred to as muck-forming processes. Consequently, this process led to the formation of peat-muck soils. Permanent sodding, i.e., covering such soils with grass-dominated vegetation, and the use of such areas as meadows or pastures, is regarded as the most rational land-use practice, also in terms of the protection of these soils. Moreover, compact vegetation cover composed of permanent herbaceous plants such as grasses and legumes determines the specificity of meadows as a biotic formation. Little is known about the life and activity of microorganisms in soils and the root zone of the vegetation of permanent grasslands in post-bog habitats [2,3,4]. Mycological analyses of peat-muck soils were carried out by Tyszkiewicz [5,6,7,8]. However, the studies were conducted by the author in natural habitats in protected areas. The first more detailed data on the mycobiotic status of peat-muck soils used agriculturally as meadows were presented in our earlier studies [9,10,11]. The investigations were focused on the occurrence of spores of endomycorrhizal fungi and VA mycorrhiza. They also involved the characterization of saprotrophic fungal communities in the root zone of grasses and clovers of a permanent meadow established in a post-bog habitat. The present study shows the results of research on the presence of fungi from the Fusarium species complex and the sister group of Fusarium in this habitat. These fungi are associated primarily with agroecosystems and their specific microorganisms [12]. Previous investigations of the ecology of Fusarium in arable mineral soils [13,14,15,16,17,18] demonstrated the “affinity” of the genus to the roots of crop plants and its preference for acidic soils with a low level of clay minerals. These fungi are regarded as playing an important role in the functioning of plant communities and the maintenance of biological activity in cultivated soils. This is associated with three factors: (1) phytopathogenic Fusarium strains, often specific to certain plant hosts in multi-species herbaceous communities, can reduce their diversity [19]; (2) non-pathogenic strains in Fusarium populations can reduce the activity of pathogenic strains, thus contributing positively to plant health [20]; and (3) Fusarium fungi are ubiquitous and capable of saprotrophic competition for various C and energy sources, e.g., the degradation of the lignocellulosic complex, thus participating in nutrient cycling in soil [21]. Organic soils, e.g., peat-muck soils, exhibit a high abundance of lignocellulose-rich plant residues (dying sward composed of the roots, runners, and rhizomes of herbaceous plants).
Currently, there are scarce data on the presence of the Fusarium and genera related to Fusarium in the peat-muck soils of meadows [10]. There is no sufficient information on the distribution and activity of individual species of these fungi in the root system of meadow sward. To supplement the knowledge in this field, the present study provides a comprehensive characterization of Fusarium sensu lato and genera related to Fusarium in the root zone of clover–grass sward from a permanent meadow in a post-bog habitat. The investigations consisted of the determination of the total abundance, the richness and frequency of individual species, and the similarity and diversity of Fusarium and genera related to Fusarium colonizing the rhizosphere soil and the surface and cortex layer of clover and grass roots, taking into account the effect of NPK (nitrogen, phosphorus, potassium) fertilization and the vegetation season.

2. Results

2.1. Numbers of Fungi Isolated on the Nash and Snyder Medium

The Fusarium sensu lato and other genera of fungi were identified on the Nash and Snyder medium [22]. The identification of all pure cultures growing on this medium indicated the presence of approx. 80% of the Fusarium sensu lato (i.e., Fusarium; Fusicolla aquaeductuum and Fusicolla merismoides—formerly Fusarium aquaeductuum and Fusarium merismoides; and Microdochium nivale—formerly Fusarium nivale), with a small number of genera related to Fusarium, i.e., Cylindrocarpon/Ilyonectria. The other fungal genera were not investigated in this study.
The mean numbers of root zone-colonizing fungi isolated on the Nash and Snyder medium were 7.4 × 107–4.6 × 109 cfu × kg−1 d.w. of roots. The numbers of the Fusarium sensu lato and Cylindrocarpon/Ilyonectria were estimated at 5.92 × 107–3.68 × 109 cfu × kg−1 d.w. of roots. In the case of the rhizosphere soil (ectorhizosphere), the numbers were in the range of 2.2 × 108–12.0 × 109 cfu × kg−1 d.w. of roots. The surface of the roots (rhizoplane) and the root interior (endorhizosphere) were colonized by 9- to 25-fold smaller fungal communities, i.e., 2.5 × 107–4.7 × 108 cfu × kg−1 d.w. of roots and 3.2 × 107–4.7 × 108 cfu × kg−1 d.w. of roots (Figure 1). The numbers of fungi from the grass root zone growing on the Nash and Snyder medium were characterized by higher variability than the numbers of these fungi colonizing the clover root zone. This is evidenced by the higher values of the coefficients of variation CV, i.e., 0–55% and 0–30%, respectively. Higher CV values, indicating a large variability in the number of Fusarium, were recorded in July and September. Lower CV values, indicating lower variability, were noted in the studied group of fungi in spring (May) (Figure 1).
Significant differences in the level of numbers of ectorhizosphere fungi were noted in each of the four analyzed plant combinations. The most intense growth of these fungi was noted in the ectorhizosphere of the non-fertilized clovers. A high abundance of the fungi was also found in the ectorhizosphere of the non-fertilized grasses, although it was significantly lower than in the former microenvironment. In turn, the lowest (but similar) values, in comparison with the non-fertilized clovers and grasses, were recorded for fungi from the ectorhizosphere of the fertilized clovers and grasses. In terms of the growing season, a significant increase in the number of Fusarium sensu lato and the genera related to Fusarium was determined in July in both grass fertilization variants. An opposite effect (reduced abundance) was noted in the non-fertilized clover group (Figure 1).
In contrast to the ectorhizosphere, the mean of the numbers of fungi collected from the surface of plant roots from the analyzed combinations and cultured on the Nash and Snyder medium did not differ significantly, except for the non-fertilized grasses, where higher abundance of these fungi was observed (Figure 1). In terms of the seasonal dynamics, a significant increase in the number of the fungal groups was observed in summer (analysis II). Additionally, there were no significant differences between the mean of the number of the Fusarium sensu lato + Cylindrocarpon/Ilyonectria in the experimental variants (non-fertilized and fertilized clovers and grasses) in the case of the endorhizosphere. With regard to the dynamics of the seasonal abundance, there was a significant increase in the population of these fungi in autumn, i.e., in September (analysis III), in the endorhizosphere of the fertilized grasses. A reverse trend was observed in the other combinations of plants (Figure 1).

2.2. Fusarium and Genera Related to Fusarium

In total, 2210 isolates growing on the Nash and Snyder [22] medium were obtained from the root zone of clovers and grasses in all four grassland plant combinations. The subsequent part of the study was only focused on the analysis of fungi of the Fusarium sensu lato and genera related to Fusarium (Cylindrocarpon/Ilyonectria) due to the relatedness and similarity of these fungi and the preferences for the same growth substrates [23].
The species identification in the pure culture collection (Table 1 and Table 2) demonstrated that the root zones of all four combinations of plants were colonized by eight Fusarium groups. The Fusarium oxysporum species complex (FOSC) was classified according to the adopted frequency scale as a numerous species, with an average overall frequency in the plant root zone of 44.1% of the total Fusarium (Table 2). Within the other seven Fusarium groups, very frequent (range 11–25%) or frequent (range 6–10%) groups were the Fusarium tricinctum species complex (FTSC) and the Fusarium sambucinum species complex (FSAMSC). Microdochium nivale was a very frequent species (14.7%). In turn, FSAMSC with F. sambucinum and F. graminearum, FLSC with F. lateritium, and FFSC with F. sacchari were classified as rare species (1–5%). The other species were classified as sporadic (<1%). In total, Cylindrocarpon species and the Ilyonectria radicicola complex with Cylindrocarpon/Ilyonectria destructans accounted for less than 2% of the entire number of the Fusarium sensu lato plus the genera related to Fusarium, i.e., Cylindrocarpon/Ilyonectria isolates (Table 1 and Table 2). It was observed that some species, e.g., F. tricinctum from FTSC, were only present in the root zone of the non-fertilized clovers, while F. merismoides and C. magnusianum colonized the fertilized clovers (Table 2). The fertilization had no effect on the frequency of the analyzed Fusarium and genera related to Fusarium, as evidenced by the absence of significant differences between the fertilized and non-fertilized clovers and grasses (Table 2).

2.3. Distribution of the Fusarium and Genera Related to Fusarium in the Root Zone

2.3.1. Ectorhizosphere and Endorhizosphere of Clovers

In total, 145 Fusarium strains were isolated from the ectorhizosphere of both the clover fertilization variants, representing seven species in the non-fertilized combination and six species in the fertilized plants (Supplementary Table S1). As indicated by the calculated species dominance coefficients (Table 3 and Table 4), F. oxysporum from FOSC was the most numerous species in both microenvironments. The species was more abundant in the rhizosphere soil of the fertilized (D = 68%) than non-fertilized (D = 41.4%) clovers. An especially high increase in the frequency of this species, i.e., 82.4% and 100%, respectively, was noted in July (analysis II). F. avenaceum from FTSC (non-fertilized plants) and F. sporotrichioides from FSAMSC (fertilized plants) were representatives of the Fusarium species complex reported in the clover ectorhizosphere most frequently (Supplementary Table S1, Table 3).
In both fertilization variants, the F. oxysporum species complex population substantially exceeded 50% of the total analyzed group of fungi in the endorhizosphere of the clover plants (Table 3). The population of this species accounted for 56.2% (non-fertilized plant) and 63.6% (fertilized plant) (Supplementary Table S1, Table 3). A lower but significant proportion was noted in the case of Microdochium nivale (13.5%) in the non-fertilized variant, and F. avenaceum from FTSC (16.9%) in the fertilized plants (Table 3). Additionally, it was found that the endorhizosphere of the non-fertilized clovers was colonized by a twofold higher number of species than the endorhizosphere of the fertilized clovers (10 and 5 species, respectively) (Supplementary Table S1).

2.3.2. Rhizoplane of Clovers

In total, 796 fungal isolates were detected on the surface of clover roots, which were washed three times (wash 1, 2, and 3) to yield three fractions (II, III, IV) (Supplementary Table S2). Fraction IV from wash 3 was regarded to be the most representative fraction. In this material, within the 8 Fusarium species complexes, 14 species were identified, including 8 species detected after wash 3 with dominance of F. oxysporum from FOSC (D = 44.9%) (Table 3, Supplementary Table S2). M. nivale (D = 20.4%) was found to be the subdominant species. The mineral fertilization strongly stimulated the growth of the F. oxysporum species complex, as in the rhizosphere. The mean of the species dominance index was approximately 80%, or even 85.2% at term I (May). In turn, the fertilization reduced the M. nivale population size (D = 10.8%) (Table 3).

2.3.3. Ectorhizosphere and Endorhizosphere of Grasses

The ectorhizosphere of the grasses differed in the structure of the Fusarium sensu lato and genera related to Fusarium from that of the clovers (Table 3 and Table 4). The non-fertilized combination was found to comprise nine species, whereas seven species were identified in the fertilized variant (Supplementary Table S3, Table 3).
F. culmorum (D = 38.5%) was the dominant species in the non-fertilized variant within FSAMSC, and F. avenaceum within FTSC (D = 27.8%) dominated in the fertilized group. The subdominant species were represented by F. avenaceum, F. oxysporum, and F. sambucinum within the FTSC, FOSC, and FSAMSC complexes, respectively, in the non-fertilized grasses, and F. sporotrichioides, F. oxysporum, and F. lateritium in the fertilized combination from FSAMSC, FOSC, and FLSC (Table 3).
Higher numbers of isolates were detected in the interior of the grass roots (endorhizosphere) in the non-fertilized and fertilized variants than in the rhizosphere soil (ectorhizosphere) (Supplementary Table S3). The quantitative relationships between the Fusarium differed as well. The F. oxysporum species complex accounted for the highest percentage in both combinations (non-fertilized and fertilized) (D = 61.4% and 54.0%, respectively). Ilyonectria destructans within the Ilyonectria radicicola complex was classified as a very frequent species (17.1%) in the endorhizosphere of the non-fertilized grasses. The endorhizosphere of the fertilized grasses was characterized by a high abundance of F. culmorum from FSAMSC (20.6%) and a lower proportion of F. avenaceum from FTSC (14.3%) (Table 3).

2.3.4. Rhizoplane of Grasses

The total number of fungal strains isolated from the surface of the grass roots (rhizoplane) in both fertilization variants amounted to 445, which was represented by 17 species (Supplementary Table S4). In the studied Fusarium sensu lato and genera related to Fusarium in the non-fertilized grasses and fertilized grasses, F. oxysporum from FOSC (32.6% and 33.8%, respectively) and M. nivale (27.9% and 28.2%, respectively) were the dominant populations (Table 3 and Supplementary Table S4). In turn, F. culmorum from FSAMSC (11.6% and 11.3%) and F. avenaceum within FTSC (14.0% and 8.5%) were classified as very frequent species in accordance with the adopted frequency scale. The latter species was assigned as very frequent only in the non-fertilized variant (Table 3).

2.4. Similarity and Species Diversity of Fusarium and Genera Related to Fusarium in Root Zone of Clover–Grass Sward

The comparison of the number of Fusarium sensu lato and Cylindrocarpon/Ilyonectria colonizing the three microenvironments (ectorhizosphere, endorhizosphere, and rhizoplane) revealed a varied degree of species similarity, depending on the plant and fertilization combination as well as the term of the analyses. The mean values of the Marczewski–Steinhaus species similarity index (S) ranged from 17.8% to 65.7% (Table 5). The assessment of species diversity based on the Simpson index (taking into account the number and frequency of species) indicated significant differences in the quantitative relationships between the populations of the potentially phytopathogenic fungi: the total values of the Simpson index (D) ranged from 0.349 to 0.796 (Table 6). The comparison of the biota of these fungi in the root zone of all four plant combinations showed the lowest species diversity in the fertilized clovers.

2.4.1. Clover Root Zone

In the group of clovers, the greatest similarity in the fungal species between the compared microenvironments was found in the non-fertilized variant. The rhizoplane and endorhizosphere were found to be most similar in terms of the composition of fungal species (value of coefficient S: 72.7%). In the case of analysis III, the similarity reached as much as 100%. In turn, the ectorhizosphere–rhizoplane and ectorhizosphere–endorhizosphere comparisons showed a decrease in the value of coefficient S, which indicates a decline in the number of common species in the subsequent periods of the growing season. Ultimately, coefficient S = 0% was obtained in analysis III, which reflected the absence of common species (Table 5).
In the fertilized variants, the degree of similarity of Fusarium and genera related to Fusarium between the compared microbiocenosis of the clover root zone was lower than in the non-fertilized variants and was at a similar level (S = ~30%). The highest value of coefficient S was obtained in the ectorhizosphere–endorhizosphere comparison (37.5% in total); however, it reached 50% in spring (analysis I) (Table 5).
The species diversity (Simpson species diversity indices: D) of the communities of the analyzed Fusarium and genera related to Fusarium colonizing the root zone of the fertilized clovers was found to decline. This effect was noted in all three microbiocenoses. This was particularly evident in the case of the rhizoplane (the lowest total coefficient D = 0.349). In turn, the Simpson species diversity indices in the Fusarium and genera related to Fusarium colonizing the non-fertilized clover root zone were generally high in each period of the vegetation season. At some analysis terms, very low or even no species diversity was noted, as in the case of the endorhizosphere (analysis II and III) (D = 0.112 and D = 0, respectively) (Table 6).

2.4.2. Grass Root Zone

The comparison of both fertilization variants showed that the greatest species similarity (S) was between the rhizoplane and endorhizosphere in the grass root zone (44.4% and 55.6%, respectively). With regard to the individual terms of analysis, a gradual decline in species similarity was noted during the vegetation season in the root zone of the non-fertilized grasses (Table 5).
The total Simpson coefficients (D) for the individual microbiocenoses of the root zone of the grass combinations had similar values (Table 6). Slightly higher Fusarium sensu lato diversity was recorded in the ectorhizosphere and rhizoplane of the non-fertilized grasses than in the fertilized variant. In turn, an opposite phenomenon was evident in the populations of these fungi colonizing the endorhizosphere of these plants. Furthermore, it was noted that the diversity of the fungal populations in the endorhizosphere was lower than in the ectorhizosphere and on the root surface in this group of plants. In the case of the non-fertilized grasses, the Simpson index was only equal to zero in relation to the endorhizosphere (analysis II), which corresponded to the monoculture of the F. oxysporum species complex (FOSC) (Table 3).

2.5. Relationships between Frequency of Isolation of Fungi and Colonized Root Zone Microenvironment

The three χ2 tests (Table 7) indicated a significant relationship between the frequency of fungi and the colonized microenvironment. This is evidenced by the probability (p = 0.0001) calculated for the Pearson’s χ2 test and the χ2 maximum likelihood (ML) tests. The correlations are reflected by the values of the following indices: ϕ = 0.43; C = 0.40, and V = 0.22. The data from the contingency table demonstrated that the frequency of F. oxysporum from FOSC was correlated with each of the three analyzed root zone microenvironments (ectorhizosphere, rhizoplane, and endorhizosphere). However, this species was most strongly associated with the rhizoplane (22.5%) and the endorhizosphere (20.5%). A relatively high prevalence of F. avenaceum from FTSC and Microdochium nivale was noted as well. The largest population of the Cylindrocarpon/Ilyonectria destructans was detected in the rhizoplane (7.8%) (Table 7).

3. Discussion

3.1. Abundance of Fusarium in Plant Root Zone

Fungi of the genus Fusarium are often recovered in grasslands [12,24]. They occur in this environment as saprotrophs, endophytes, and pathogens of meadow vegetation, i.e., grasses [25] and clovers [26,27]. They colonize non-rhizosphere and rhizosphere soil as well as the surface and cortex layer of roots [12,27,28,29]. As reported by Wilberforce et al. [12] and Yli-Mattila et al. [30], the presence of Fusarium in meadow soils is highly supported by agricultural land use. As demonstrated in our previous study (Korniłłowicz-Kowalska et al. [10]) on communities of culturable saprotrophic fungi of the root zone of grasses and clovers in a permanent meadow established in a post-bog habitat, the genus Fusarium was the third largest population (on average 10.4%) after Trichoderma (on average 60.5%) and Penicillium (11.3%). The co-dominance of Fusarium with Trichoderma and Penicillium in the root zone of plants (cereals) was also reported by Kurek et al. [31]. It was found in the present study that the number of fungi in the root zone of the clovers and meadow grasses reflected in the colony forming units (cfu) cultured on the Fusarium selective medium ranged from 6 × 107 to 4 × 109 cfu × kg−1 d.w. of roots (this corresponds to 60 thousand to 4 million cfu × g−1 d.w. of roots). These values are higher than the Fusarium population density determined in mineral soils (sandy soil and loamy soil; 1.3 × 104 and 8 × 103 cfu × g−1 d.w. of soil, respectively) by Korniłłowicz [14]. The high abundance of the Fusarium and genera related to Fusarium in the root zone of the meadow phytocoenoses in the post-bog habitat was facilitated by the properties of this biotope—in particular, the high content of organic matter (over 50%), which is rich in easily available lignocellulose and non-cellulosic polysaccharides from grasses and other herbaceous plants. As reported by Wichern et al. [32], dead fragments of meadow sward, including roots, may account for up to 90% of rhizodeposits. Combined with the ability of Fusarium to degrade cellulose and other polysaccharides [15,21], this creates good nutritional conditions for the saprotrophic growth of these fungi. Abiotic factors supporting Fusarium growth in peat-muck soils include moisture (hydrogenic soils) and low pH. As reported by Strzelczyk [33], Fusarium and Cylindrocarpon colonize plant roots more effectively at 50% soil moisture and 70% water capacity than at 30% water capacity. The stimulation of Fusarium growth in strongly acidic meadow soils (mineral soils) was reported by Dorenda [34]. The preference of Fusarium fungi for environments with elevated moisture is associated with their high- water requirements (water activity coefficient aw = 0.90–0.95), which classifies these fungi in the group of tertiary colonizers, i.e., those with the highest requirements for water conditions [35]. In turn, Fusarium’s tolerance of acidic environments is associated with the release of acids as products of carbohydrate metabolism by these fungi, which is responsible for their resistance to acidification [36].
The greater fluctuations in the number of the Fusarium and genera related to Fusarium observed in the root zone of the grasses than in the root zone of the clovers (higher values of coefficients of variation CV in the grasses) most probably resulted from the differences in the root secretions of these plants. This assumption is supported by findings reported by Broeckling et al. [37], which proved the impact of root secretions on the development and structure of “root” fungi. In the light of this information and the results of the present study, we believe that grass root exudates, which are rich in easily available carbon sources (including sugars C6 and C3) and have a periodically changing quantitative and qualitative composition [38], stimulated the growth of Fusarium more efficiently than clover root secretions, which are rich in organic and mineral nitrogen compounds (symbiosis with Rhizobium) [32,38]. The weaker impact of the latter is associated with a narrower C:N ratio, while it is known that fungi require large amounts of organic C for mycelial growth.
The dynamics of fungal growth in the root zone of both studied groups of plants, in accordance with the seasonal fluctuations in the number of soil fungi [39], generally exhibited lower abundance in spring (May) and higher abundance in summer (July) or autumn (September). Similar seasonal fluctuations of Fusarium in meadow soils were reported by McMullen and Stock [17]. This effect was undoubtedly mainly associated with the diversified supply of rhizodeposits in the different seasons related to plant growth stages and soil temperature and moisture. Seasonal changes in Fusarium productivity in grassland soil were shown to be induced by fluctuations in the organic matter supply determined by changes in plant physiology during the vegetation season [17]. However, given the specificity of the climatic conditions prevailing in the study area, we assume that temperature is an important factor as well. Undoubtedly, after the period of winter stagnation and recurrent spring frosts, the impact of plant root secretions must have been weaker than during the full vegetation season characterized by an increase in air and soil temperature and sufficient soil moisture. Moreover, with a few exceptions such as Microdochium nivale, the optimum temperature for Fusarium growth exceeds 20 °C [23]. The great importance of habitat conditions for the number of fungi in peat soils was emphasized by Tyszkiewicz [6]. As reported by Bissett and Parkinson [40], soil moisture and temperature are the most important abiotic factors in the seasonal fluctuations in the soil fungal composition (including Fusarium).
The distribution of the Fusarium and genera related to Fusarium in the root zone of both groups of plants was uneven, which was reflected in their higher frequency in the rhizosphere soil than in plant roots (rhizoplane and endorhizosphere). It corresponded to the distribution of the total saprotrophic fungi in the root zone of the analyzed plants [10]. This was caused by the greater pool, variety, and availability of rhizodeposits in the rhizosphere soil, which may even represent 40% of assimilates deposited in roots, as shown by Lynch and Whipps [41]. The lower abundance of the Fusarium and genera related to Fusarium on the root surface and in the cortex layer was also related to the greater difficulties in the saprotrophic colonization of these microenvironments, e.g., plant defense mechanisms and the inaccessibility of organic matter as a fungal food source. Yuan et al. [42] have reported that the colonization of internal root tissues by saprophytic fungi requires a specific ability to penetrate and grow in this environment. In turn, Hoyos-Carvajal et al. [43] have demonstrated that only some strains in populations of saprotrophic rhizosphere fungi are adapted to the colonization of surface structures, intercellular spaces, and root cortex cells. Given the similar frequency of these fungi in the rhizoplane and endorhizosphere of the analyzed clovers and grasses, it can also be concluded that the conditions for the growth of the fungi in these microenvironments are similar.
It was found that mineral fertilization (NPK) reduced the overall number of Fusarium and related fungi in the root zone of the clover–grass sward, with a substantial reduction in the ectorhizosphere and endorhizosphere. This effect should be attributed to the stimulation of the growth of antagonistic Trichoderma fungi in these environments, which was demonstrated in our previous study [10]. The stimulatory effect of mineral fertilization on Trichoderma growth in non-rhizosphere agricultural soil and the accompanying decline in Fusarium abundance, in contrast to variants with no mineral fertilization treatment, were reported in our other investigations [14]. The activation of Trichoderma growth induced by NPK fertilization of clover and grass sward was assigned by Korniłłowicz-Kowalska et al. [10] to an increase in the nitrogen-rich fraction in root exudates. As demonstrated by Wilberforce et al. [12], differences in soil nitrogen content are responsible for changes in the structure of root-colonizing fungal communities. The limitation of the intensity of Fusarium growth by antagonistic Trichoderma fungi may involve many mechanisms, e.g., competition for carbon and iron substrates, antibiosis, or mycoparasitism [44].

3.2. Species Richness, Similarity, and Diversity in Fusarium Communities Colonizing the Plant Root Zone

The root zone of the clovers and grasses in the permanent meadow established on organic peat-muck soil was colonized by the multi-species Fusarium and genera related to Fusarium. A majority (14) of the identified species exhibited low frequency, with the exception of a few species: the most abundant F. oxysporum from FOSC and three others, i.e., Microdochium nivale, F. avenaceum from FTSC, and F. culmorum, from FSAMSC. The similarity of the fungal species between the analyzed environments was not high, although it exceeded 50% in the case of some species.
A high Fusarium diversity in the soil and the root zone of clovers and grasses in meadow cultivation (loamy sand) was also reported by McMullen and Stock [17] and LeBlanc et al. [45]. Our observations are particularly consistent with the results of research conducted by McMullen and Stock [17], who found that communities of Fusarium fungi in multi-species meadow plant communities exhibit high richness (20 species) and varied species similarity and population size. In the present study, there were greater numbers of common species (higher species similarity coefficients) in the rhizoplane–endorhizosphere zone than in the rhizosphere soil–root group (surface and interior). This phenomenon was observed in both the grasses and the clovers, which indicates selection within the Fusarium communities. The selection takes place during the “re-settling” from the ectorhizosphere to the root surface and next to the root cortex. Greater similarity of the living conditions of the mycobiota was found between the rhizoplane and the endorhizosphere than between the ectorhizosphere (soil) and the root. This promotes greater species similarity in fungi colonizing the roots than the soil.
There was a decrease in the number of common species colonizing the fertilized plants, especially in the rhizosphere soil and the root (surface and cortex layer). A similar phenomenon was observed during the changes in the growing season, which was reflected in the highest species similarity coefficients in spring (May—analysis I) and their lower values in summer (July—analysis II) and sometimes at the end of the vegetation season (September—analysis III). It seems that the key role in the reduction of similarity between the Fusarium sensu lato and genera related to Fusarium in the middle of the growing season was played by changes in the quantitative and qualitative composition of rhizodeposits, i.e., an increase in the concentration of soluble fractions in relation to the insoluble lignocellulose. The greater abundance of the insoluble fraction in spring (accumulation of dead organic matter) enriched the population spectrum, with species exhibiting more diverse physiological abilities. In turn, the predominance of the simple soluble sources of C and energy in the full vegetation season contributed to the selection of a narrower spectrum of populations, which simultaneously exhibited stronger saprotrophic competition activity. This is related to the fact that, although soluble carbon and energy sources are available to all saprotrophs, fungi with more potent competition mechanisms, e.g., rapid growth or secretion of antimicrobial metabolites, assimilate the sources more readily. This phenomenon can be observed during the colonization of complex organic matter by fungal consortia [46]. It consists of the succession of physiologically diverse groups of fungi, among which communities with a broad substrate spectrum (ubiquitous fungi) exhibit higher species richness than the so-called sugar fungi utilizing simple soluble sources of C and energy [46]. This explanation may also be confirmed by the dynamics of the Simpson species diversity coefficients in terms of the number of the fungi in the root zone of the analyzed plants. In both groups of plants, the Simpson coefficient in the Fusarium and genera related to Fusarium was higher in spring and lower in summer. This effect was caused by the reduction of the number of species and the selection of a few populations in the middle of the vegetation season, including the monoculture form (endorhizosphere). The mineral fertilization contributed to changes in rhizodeposits, i.e., an increase in the concentration of nitrogen-containing compounds [38], which may have resulted in the selection of only some Fusarium populations preferring a narrower C:N ratio. One of such species is F. oxysporum, which can grow abundantly on animal-origin substrates [47]. Similar trends in the species similarity and diversity of saprotrophic fungi colonizing the rhizosphere soil and roots of meadow plants were reported in our earlier study, where mineral fertilization and the influence of the growing season were considered [10].
The present study showed four dominant populations in the multi-species Fusarium communities of the root zone of the clover–grass sward, i.e., the dominant F. oxysporum from FOSC (on average 44.2% of the total number of the Fusarium sensu lato and three co-dominant species: M. nivale (15%), F. avenaceum from FTSC (11.6%), and F. culmorum from FSAMSC (~9.15%)). In general, the F. oxysporum population colonized the clover root zone more potently, whereas M. nivale, F. avenaceum from FTSC, and F. culmorum from FSAMSC were more frequently identified in the grass root zone. Since the population size of fungi is an indicator of their activity [8], these four species can be regarded to have the greatest importance in the relationship between Fusarium and the root zone of the clover–grass sward in the post-bog habitat.
The high frequency and even dominance of F. oxysporum populations in soils and roots of meadow plants growing on mineral soils have been reported by many authors [12,17,45,48,49]. As indicated by the present results (χ2 tests), this species colonized the rhizoplane and endorhizosphere of both groups of plants most potently, with particular preference for the fertilized plants. The greater “affinity” of F. oxysporum to roots, especially the cortex, than to the ectorhizosphere of clover and meadow grasses in mixed cultivation on mineral soil was reported by Dorenda [13,34,50].
We believe that, in the absence of disease symptoms in the analyzed clover and grass plants, the present data indicate the endophytic character of the colonization of the roots of these plants by F. oxysporum from FOSC in peat-muck soils. This also suggests a biocontrol function of saprotrophic F. oxysporum strains from FOSC in meadow phytocoenoses in the post-bog habitat. It is known that pathogenic strains of F. oxysporum, i.e., F. oxysporum sp. trifolii, are one of the most dangerous fungal pathogens of clover [34], whereas non-pathogenic F. oxysporum strains are classified as antagonists of the pathogenic strains of this species [20,51]. The intense colonization of the endorhizosphere of the analyzed meadow plants by the saprotrophic F. oxysporum strains from FOSC can therefore be regarded as a protective factor against the fusariosis caused by pathogenic F. oxysporum strains. The mechanism of the antagonistic interaction between saprotrophic F. oxysporum strains and their pathogenic counterparts is based on, e.g., the competition for C and Fe sources, faster colonization of the root surface, and induction of plant resistance by endophytic strains [20,52]. As reported by Alabouvette [20], the intensity of the intraspecific competition in the F. oxysporum population (pathogenic and non-pathogenic strains) for carbon sources (glucose) depends on the availability of Fe and decreases when the concentration of the element decreases.
The present study shows that, among the three co-dominant species, F. culmorum from FSAMSC and F. avenaceum from FTSC mainly colonized the grass root zone, which was evident in all three microenvironments: the rhizosphere soil, the root surface, and the cortex layer. In the temperate climate zone, F. culmorum and F. avenaceum are pathogens causing root rot and stem rot in many crops, especially in cereals, but also in legumes and grasses. They can also be saprotrophs and endophytes [53,54,55,56]. F. avenaceum from FTSC is considered to be less pathogenic than other species in the Fusarium complex that cause cereal and grass diseases [26,30,48,57]. Non-pathogenic F. culmorum strains, likewise non-pathogenic F. oxysporum strains, may exhibit antagonistic activity against pathogenic strains causing head blight and root rot [53,55]. Our results are consistent with the findings of the limitation of the growth of Fusarium species in wetland soils subjected to mineral fertilization and located along tropical lakes [58,59]. In turn, our results differ from those reported for lacustrine soils by [60,61,62], who found that root colonization by Fusarium complex species, especially F. oxysporum, was accompanied by pathologies in plants. These authors showed that the cause of these changes was a fungus–bacterium complex comprising bacteria of the genus Pectobacterium and Erwinia in addition to Fusarium (F. moniliformae, F. oxysporum, and F. solani). As shown by Domsch et al. [23], F. culmorum and F. avenaceum are very often isolated from healthy plants. The absence of pathological symptoms in the grass roots analyzed in the present study, accompanied by the high proportion of F. culmorum and F. avenaceum in the Fusarium communities in the ectorhizosphere and their substantial abundance in the rhizoplane, prove the saprotrophic growth of these species in the rhizosphere and on the root surface. In their investigations of the antagonism between non-pathogenic F. culmorum strains and pathogenic F. culmorum strains, i.e., the causative agents of rye fusariosis, Kurek and Jaroszuk [55] showed that the antagonism was based on different capabilities of iron complexation. The non-pathogenic strains, in contrast to the pathogenic ones, produced Fe-complexing compounds, which is an indispensable factor for spore germination and root infection by pathogenic F. culmorum strains [55]. The lower abundance of F. culmorum and F. avenaceum in the endorhizosphere of the meadow grasses evidences the lower activity of the saprotrophic strains of these species inside the roots than on the outer surface and in the soil adjacent to the roots. The highest productivity of F. culmorum in the rhizosphere soil of the grasses was detected in the non-fertilized sward and in the root interior in the fertilized variant. The differences in the dynamics of the F. culmorum population growth in the root zone of the fertilized and non-fertilized grasses can be explained by the dynamics of the growth of the antagonist of these fungi, i.e., Trichoderma spp. This genus colonized the ectorhizosphere of the non-fertilized grasses and the endorhizosphere of the fertilized grasses less efficiently [10].
The third co-dominant species with F. oxysporum from FOSC, i.e., M. nivale, is commonly found in meadows and various types of grasses, especially in the temperate and cool climate zones, where it can cause root and seedling rot (so-called snow mold) in early spring. A high abundance of M. nivale was detected primarily on the root surface, with a greater proportion in the grasses (28%) than in the clovers (20%). This fungus was also found to colonize the root cortex in the analyzed plants, although less efficiently. In field experiments on spring barley, Perry [63] showed that M. nivale caused latent infections with no damage to plants. As suggested by the author, M. nivale may behave like an endophyte, and thus serve a protective function in the host plant. Therefore, the absence of visible infection symptoms in the analyzed clover and grass plants throughout the observation period may indicate the non-pathogenic nature of the M. nivale growth (as well as the other Fusarium) in the root zone of the meadow sward in the post-bog habitat.

4. Materials and Methods

The scheme of the isolation, quantification, and identification of the Fusarium genus and related genera is presented in Figure 2.

4.1. Study Area

The study was carried out in an experiment established in June 1996 by the Department of Grassland and Landscape Management, University of Life Sciences, Lublin, at the Didactic and Research Station in Sosnowica (south-eastern Poland, Lublin Province), which is part of the Department of Grassland and Landscape Management, University of Life Sciences, Lublin. The meadows where the experiment was established are located between the Piwonia River (a tributary of the Tyśmienica River) and the Wieprz-Krzna Channel (51°31′ north latitude and 23°04′ east longitude). In 1964–1965, the meadows were drained and managed, which led to the transformation of the marsh habitat with peat-bog soils into a post-bog habitat with peat-muck soils [64,65]. The investigations were carried out in the third year of the experiment (1998). Some physical and chemical properties of the analyzed soil are presented in Table 8, and the weather conditions are shown in Figure 3 and Figure 4.
The experiment was conducted in a mixed block design in four replicates of 24 m2 plots. White clover (Trifolium repens L.), red clover (Trifolium pratense L.), blue grass (Poa pratensis L.), timothy (Phleum pratense L.), and cat grass (Dactylis glomerata L.) were sown on the plots. The experimental combinations with clover were denoted as C and those with grasses were marked with the letter G. In the mixture, they accounted for 17.5, 17.5, 35, 20, and 10%, respectively, at the sowing rates of 15, 21, 24, 18, and 21 kg × ha−1, respectively. The clover–grass sward was mown three times during the growing season, and the following NPK (N: nitrogen, P: phosphorus, K: potassium) fertilization rates (kg × ha−1) were applied: N: 40, P2O5: 80, and K2O: 120. The fertilizers were applied by hand evenly over the entire plot area. The nitrogen fertilization was applied in three doses (1/3 each) before the beginning of the vegetation season and after the first and second mowing event. The phosphorus fertilization was applied once in spring before plant vegetation, and the potassium fertilization was provided in two doses (1/2 each) in spring and after the second mowing event. Clover–grass sward without NPK fertilization served as a control. The fertilized (f) and non-fertilized (nf) variants with clover (C) and grasses (G) were denoted with fC, fG and nfC, nfG, respectively. In both plant combinations, the clovers and grasses exhibited no symptoms of disease in their aboveground parts and roots.

4.2. Isolation and Identification of Fungi

The study material consisted of plant roots collected three times: before the first (19 May), second (22 July), and third (30 September) mowing events in the phase of clover buds and grass flowering in the third year of the experiment. The analyses were denoted as follows: first term—AI, second term—AII, and third term—AIII. The plant material was collected and prepared as in Król and Kobus [66]. The plants were sampled together with a 25 × 25 × 28 cm block of soil adjacent to the root in four replications. The soil was shaken off the roots and, on average, 10 g samples were prepared (two from each combination). The root aliquots were shaken in 90 cm3 of sterile distilled water for 20 min. The supernatant constituted fraction I corresponding to the rhizosphere soil (ectorhizosphere—Ec), as specified in the methodology proposed by Król and Kobus [66]. The plant roots were flooded with distilled water and shaken again to obtain fractions II, III, and IV (wash 1, 2, and 3), which represented the root area (rhizoplane—Rp). The remaining root mass was washed and shaken five times, and then homogenized (10 min, 3000 rpm) on ice to obtain fraction V, representing the interior of the root (endorhizosphere—Ed) with microorganisms colonizing the epidermis and primary cortex [66]. All of the supernatants (fractions I–V) were the initial (stock) dilutions for the isolation of fungi of the Fusarium sensu lato and genera related to Fusarium (Cylindrocarpon/Ilyonectria).
The fungi were isolated on the Nash and Snyder [22] medium for the isolation of Fusarium species composed of (g × dm−3) peptone -15, KH2PO4 -1, MgSO4 × 7H2O-0.5, agar-20, PCNB (pentachloronitrobenzene)-1, streptomycin-300 mg × dm−3, and distilled H2O-1 dm3. The isolation was carried out using the plate dilution method. The cultures were incubated at 26 °C for 5–7 days in three plate replicates for each dilution. The number of fungi growing on the Nash and Snyder [22] medium was expressed in colony forming units (cfu) per g−1 of dry root weight, determined after drying at 105 °C. The number of Fusarium fungi was determined after the identification of the fungal genus and expressed as above. The genus and species composition of the fungi was determined in one randomly selected plate with at least 30 colonies (from three replicates for each series). When the number of colonies was smaller, two or three plates were analyzed to achieve a total of ≥30. All colonies were inoculated on glucose–potato broth slants. The taxonomic identification of the collection of pure fungal cultures was based on the morphological features revealed by macroscopic observations of the plates and slants and microscopic observations of the microcultures. The analyzed traits included colony morphology, mycelium color (obverse, reverse), substrate pigmentation, and the production and morphology of spores (macro- and microconidia) and chlamydospores. Biometric measurements were performed when necessary. Fusarium species were identified on the glucose–potato substrate (PDA) and Nirenberg agar (SNA) [56] (g × dm−3): glucose—0.2, sucrose—0.2, KH2PO4-1, KNO3-1, MgSO4 × 7H2O-0.5, KCl—0.5, agar-15, distilled H2O-1 dm3. Micromorphological observations were carried out with the use of a research microscope (Olympus BX11) equipped with a digital/CVIII4 camera coupled with a computer with an installed CellA program.
The systematic studies conducted by Domsch et al. [23], Kwaśna et al. [56], and Nelson et al. [62] were used to identify the genus and species of the isolated fungi.
The identified species of fungi were described as the Fusarium complexes based on their affiliation presented in the literature [65,66,67,68,69,70,71,72]. Eight Fusarium complexes with their assigned species were distinguished, i.e., the Fusarium sambucinum species complex ((FSAMSC) with F. culmorum, F. graminearum, F. poae, F. sambucinum, F. sporotrichioides), the Fusarium tricinctum species complex ((FTSC) with F. avenaceum and F. tricinctum), the Fusarium incarnatum-equiseti species complex ((FIESC) with F. equiseti and F. incarnatum), the Fusarium oxysporum species complex ((FOSC) with F. oxysporum), the Fusarium fujikuroi species complex ((FFSC) with F. sacchari), the Fusarium solani species complex ((FSSC) with F. solani), the Fusarium lateritium species complex ((FLSC) with F. lateritium), and the Fusarium camptoceras species complex ((FCAMSC) with F. camptoceras). Given the finding reported by Geiser et al. [73], i.e., “We see no benefit in splitting Fusarium in favor of competing names that are largely tied to rarely observed sexual” and the equivalence of the Fusarium and Gibberella names indicated by Lombard et al. [74] and Crous et al. [75], the identified species Gibberella avenacea and Gibberella pulicaris were assigned to FTSC and FSAMSC, respectively. The other strains were classified into genera related to Fusarium, i.e., the Ilyonectria radicicola complex according to Guan et al. [76] and the Cylindrocarpon and Fusicolla groups according to O’Donnell et al. [68].

4.3. Analysis of Results

A multivariate analysis of variance (ANOVA) was used to show significant differences in the number of fungi between the analyzed microenvironments (the ectorhizosphere, rhizoplane, and endorhizosphere) in the experimental plant combinations (non-fertilized and fertilized clovers and non-fertilized and fertilized grasses). A one-way ANOVA, followed by Tukey’s post hoc test, with a significance level of α = 0.05 was carried out to demonstrate the differences between the frequency of occurrence of Fusarium complexes, fungi related to Fusarium, and the non-fertilized and fertilized clovers and grasses using STATISTICA software ver.13.3 (StatSoft, Kraków, Poland). The significance of the differences between the means was assessed with a Tukey’s test at the significance level α = 0.05. This allowed the assignment of the experimental variants into statistically homogeneous groups and the determination of the smallest significant difference of means with Tukey’s honestly significant difference (HSD) tests [77]. The descriptive statistics involved the calculation of the means, standard deviations, and CV coefficients of variation as a measure of the random variability of the analyzed variables.
The analysis of multi-way contingency tables was performed to identify correlations between the frequency of the Fusarium and genera related to Fusarium occurrence and the colonized microenvironment (the ectorhizosphere, endorhizosphere, and rhizoplane) [77,78,79,80]. Due to the large variability of the experimental data, which did not allow the selection of one optimal statistical method, several calculations methods, i.e., three chi-square (χ2) tests for independence, were employed, including Pearson’s chi-square test, the chi-square maximum likelihood (ML) test, and the Mantel–Haenszel chi-square test. To interpret the results, it was assumed that when the calculated p (probability) is < α (at the significance level α = 0.05), there is a significant relationship between the analyzed variables. Moreover, to determine the strength of these relationships (the χ2 test only shows whether two variables are related to each other), c-Pearson’s contingency coefficients, Φ-Yule’s dependence coefficients (phi), and γ-Cramer coefficients were calculated. They have values from 0 (independence of variables) to 1 (close relationship of variables). The calculations and comparisons of the data were carried out with the use of the STATISTICA statistical package (Statsoft, Poland).
With regard to the analysis of the species composition in the fungal communities, the species dominance coefficients (D) were calculated using the following formula [81]:
D = 100 (Sa:S)
where: Sa—sum of isolates of species a; S—sum of isolates of the studied group (ectorhizosphere, rhizoplane, endorhizosphere).
The species frequency was assessed using the scale proposed by Korniłłowicz-Kowalska et al. [10] for root zone fungi: <1% = sporadic, 1–5% = rare; 6–10% = frequent, 11–25 = very frequent, 26–50% = numerous, and >50% = very numerous.
The similarity between the analyzed fungal communities was determined with the use of the Marczewski–Steinhaus formula [82]:
S (1,2) = w/(a + b − w)
where: S—species similarity between two communities; a—number of species in community 1; b—number of species in community 2; w—number of species that are common to both communities. When both sets have all elements in common, the similarity S = 1, i.e., 100%. When both sets do not have common elements, S = 0.
The analysis of species diversity of fungal communities, taking into account the number of isolates (=number of records) of individual species in the analyzed microenvironments (ectorhizosphere, rhizoplane, endorhizosphere), was performed using the Simpson species diversity index (D) developed on the basis of the probability theory [83]:
D = 1   - i = 1 S ( pi 2 )  
where: pi—proportion of isolates (strains) of species “i” in a given fungal community, with pi = mi/N (mi—number of strains of species “i”); N—total number of strains. The values of the Simpson index are in the range from 0 (low variability) to 1–1/S, and S is the number of species in the community. The higher the diversity, the higher the value of the Simpson index.

5. Conclusions

The meadow cultivation of clovers and grasses in post-bog habitats is characterized by a high frequency and diversity of Fusarium communities colonizing the root zone of these plants. The semi-natural nature of the studied meadow plant community contributes to the selection of saprotrophic and endophytic strains in this group of fungi and the maintenance of the good health status of the plants.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/pathogens11030341/s1, Table S1: Composition and abundance of Fusarium and Cylindrocarpon/Ilyonectria populations in the rhizosphere (ectorhizosphere and endorhizosphere) of clovers from the permanent meadow, Table S2: Composition and abundance of Fusarium sensu lato and Cylindrocarpon/Ilyonectria populations in the rhizoplane of clovers from the permanent meadow, Table S3: Composition and abundance of Fusarium sensu lato and Cylindrocarpon/Ilyonectria populations in the rhizosphere (ectorhizosphere and endorhizosphere) of grasses from the permanent meadow, Table S4: Composition and abundance of Fusarium sensu lato and Cylindrocarpon/Ilyonectria populations in the rhizoplane of grasses from the permanent meadow.

Author Contributions

Conceptualization, T.K.-K. and B.W.-K.; methodology, T.K.-K. and B.W.-K.; software, B.W.-K., J.B. and M.M.; validation, T.K.-K. and B.W.-K.; formal analysis, J.B. and M.M.; investigation, T.K.-K. and B.W.-K.; resources, T.K.-K. and B.W.-K.; data curation, T.K.-K., B.W.-K., J.B. and M.M.; writing—original draft preparation, T.K.-K. and J.B.; writing—review and editing, T.K.-K., J.B. and M.M.; visualization, J.B. and M.M.; supervision, T.K.-K.; project administration, T.K.-K.; funding acquisition, T.K.-K. All authors have read and agreed to the published version of the manuscript.

Funding

This study was partially supported by the research potential support grant of the Ministry of Science and Higher Education, Poland as part of the statutory activity RKM-BW/5 of the Faculty of Agrobioengineering, University of Life Sciences, Lublin, Poland.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data is contained within the article and supplementary material.

Acknowledgments

This study was partially supported by the research potential support grant of the Ministry of Science and Higher Education, Poland as part of the statutory activity RKM-BW/5 of the Faculty of Agrobioengineering, University of Life Sciences, Lublin, Poland. The authors are grateful to the researchers from the Department of Grassland and Landscape Management at the University of Life Sciences in Lublin for providing the experimental model.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Numbers of fungi from the clover and grass root zone growing on the Nash and Snyder medium (cfu 109 kg−1 d.w. of roots). Ec,nfC—ectorhizosphere of non-fertilized clovers; Rp,nfC—rhizoplane of non-fertilized clovers (wash 3); Ed,nfC—endorhizosphere of non-fertilized clovers; Ec,fC—ectorhizosphere of fertilized clovers; Rp,fC—rhizoplane of fertilized clovers (wash 3); Ed,fC—endorhizosphere of fertilized clovers; Ec,nfG—ectorhizosphere of non-fertilized grasses; Rp,nfG—rhizoplane of non-fertilized grasses (wash 3); Ed,nfG—endorhizosphere of non-fertilized grasses; Ec,fG—ectorhizosphere of fertilized grasses; Rp,fG—rhizoplane of fertilized grasses (wash 3); Ed,fG—endorhizosphere of fertilized grasses; AI, AII, AIII—analyses I (19.05), II (22.07), III (30.09); the same letters (a, b, c, d) indicate means that do not differ significantly from each other (at the significance level α = 0.05). However, the means of the compared pairs with different letters (e.g., a and b) differ significantly (at the same significance level α = 0.05).
Figure 1. Numbers of fungi from the clover and grass root zone growing on the Nash and Snyder medium (cfu 109 kg−1 d.w. of roots). Ec,nfC—ectorhizosphere of non-fertilized clovers; Rp,nfC—rhizoplane of non-fertilized clovers (wash 3); Ed,nfC—endorhizosphere of non-fertilized clovers; Ec,fC—ectorhizosphere of fertilized clovers; Rp,fC—rhizoplane of fertilized clovers (wash 3); Ed,fC—endorhizosphere of fertilized clovers; Ec,nfG—ectorhizosphere of non-fertilized grasses; Rp,nfG—rhizoplane of non-fertilized grasses (wash 3); Ed,nfG—endorhizosphere of non-fertilized grasses; Ec,fG—ectorhizosphere of fertilized grasses; Rp,fG—rhizoplane of fertilized grasses (wash 3); Ed,fG—endorhizosphere of fertilized grasses; AI, AII, AIII—analyses I (19.05), II (22.07), III (30.09); the same letters (a, b, c, d) indicate means that do not differ significantly from each other (at the significance level α = 0.05). However, the means of the compared pairs with different letters (e.g., a and b) differ significantly (at the same significance level α = 0.05).
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Figure 2. Scheme of the isolation, quantification, and identification of the Fusarium genus and related genera.
Figure 2. Scheme of the isolation, quantification, and identification of the Fusarium genus and related genera.
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Figure 3. Average monthly air temperature in 1998 (data from the Uhnin Meteorological Station) vs. the historical period 1985—2005.
Figure 3. Average monthly air temperature in 1998 (data from the Uhnin Meteorological Station) vs. the historical period 1985—2005.
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Figure 4. Rainfall sums in 1998 (data from the Uhnin Meteorological Station) vs. the historical period 1985—2005.
Figure 4. Rainfall sums in 1998 (data from the Uhnin Meteorological Station) vs. the historical period 1985—2005.
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Table 1. Number of records (frequency) of fungi from the root zone of the analyzed plants isolated on the Nash and Snyder medium.
Table 1. Number of records (frequency) of fungi from the root zone of the analyzed plants isolated on the Nash and Snyder medium.
Complexes 1/Genera 2Number of Records (Frequency)% of Total Records
Fusarium1144782.9
Cylindrocarpon260.3
Ilyonectria1271.6
Fusicolla290.5
Microdochium225614.7
Total1745100.0
Explanations: 1: FSAMSC—Fusarium sambucinum species complex; FTSC—Fusarium tricinctum species complex; FIESC—Fusarium incarnatum –equiseti species complex; FOSC—Fusarium oxysporum species complex; FFSC—Fusarium fujikuroi species complex; FSSC—Fusarium solani species complex; FLSC—Fusarium lateritium species complex; FCAMSC—Fusarium camptoceras species complex; IRSC—Ilyonectria radicicola species complex.; 2: Cylindrocarpon didymum; Cylindrocarpon magnusianum; Fusicolla aquaeductuum; Fusicolla merismoides; Microdochium nivale.
Table 2. Total frequency of occurrence (in %) of the Fusarium and genera related to Fusarium in the clover and grass root zone.
Table 2. Total frequency of occurrence (in %) of the Fusarium and genera related to Fusarium in the clover and grass root zone.
Fungal Species 1/Complex 2Non-Fertilized Clovers (nfC)Fertilized Clovers (fC)Non-Fertilized Grasses (nfC)Fertilized Grasses (fG)Total
Number of Isolates%Number of Isolates%Number of Isolates%Number of Isolates%Number of
Isolates
%
F. culmorum (W.G. Smitch) Sacc. 1 FSAMSC 2223.9326.06319.34012.81579.0
F. graminearum Schwabe FSAMSC142.500.020.631.0191.1
F. poae (Peck) Wollenw. FSAMSC00.000.020.600.020.1
F. sambucinum Fuckel FSAMSC335.8224.182.461.9693.9
F. sporotrichioides Sherb. FSAMSC335.8285.2185.55316.91327.6
F. avenaceum (Fr.) Sacc. FTSC9817.2397.3237.04012.820011.4
F. tricinctum (Corda) Sacc. FTSC10.200.000.000.010.1
F. equiseti (Corda) Sacc. FIESC30.561.130.900.0120.7
F. incarnatum (Desm.) Sacc. FIESC00.000.010.341.350.3
F. oxysporum Schlecht. emand. Sny. and Hans. FOSC24142.330256.212839.110031.977144.1
F. sacchari (Butler) W. Gams FFSC152.640.700.020.6211.2
F. solani (Mart.) Sacc. FSSC20.461.110.300.090.5
F. lateritium Nees ex Link FLSC213.781.541.282.6412.3
F. camptoceras Wollenw. & Reinking FCAMSC10.240.720.610.380.5
C. didymum (Hartig) Wollenw.00.000.010.331.040.2
C. magnusianum (Sacc.) Wollenw.00.020.400.000.020.1
Ilyonectria/Cylindrocarpon destructans (Zinssm.) Rossman, L. Lombard and Crous IRSC61.110.2134.072.2271.5
Fusicolla aquaeductuum (Radlk. and Rabenh.) Gräfenhan, Seifert and Schroers00.020.410.351.680.5
Fusicolla merismoides (Corda) Gräfenhan, Seifert and Schroers00.010.200.000.010.1
Microdochium nivale (Fr.) Samuels and I.C. Hallett7813.78014.95717.44113.125614.7
Total570 a *100537 a100327 a100313 a1001747100
Explanations: * homogenous groups: the same letters (a, b, c) indicate means that do not differ significantly from each other (at the significance level of α = 0.05); means of the compared pairs with different letters (e.g., a and b) differ significantly (at the same significance level of α = 0.05); FSAMSC—Fusarium sambucinum species complex; FTSC—Fusarium tricinctum species complex; FIESC—Fusarium incarnatum–equiseti species complex; FOSC—Fusarium oxysporum species complex; FFSC—Fusarium fujikuroi species complex; FSSC—Fusarium solani species complex; FLSC—Fusarium lateritium species complex; FCAMSC—Fusarium camptoceras species complex; IRSC—Ilyonectria radicicola species complex.
Table 3. Species dominance indices (D) of Fusarium and genera related to Fusarium in the rhizosphere and rhizoplane of non-fertilized and fertilized clovers and grasses—part 1 *.
Table 3. Species dominance indices (D) of Fusarium and genera related to Fusarium in the rhizosphere and rhizoplane of non-fertilized and fertilized clovers and grasses—part 1 *.
CSpecies 1/Complex 2Ectorhizosphere
(Ec)
Rhizoplane (Rp)Endorhizosphere (Ed)Total of Analyses
AIAIIAIIIAIAIIAIIIAIAIIAIIIEcRpEd
nfCF. sambucinum1 FSAMSC 29.26.116.38.64.17.9
F. sporotrichioides FSAMSC9.213.611.62.98.69.26.7
Fusarium
avenaceum FTSC
29.212.13.813.92.927.19.27.9
F. oxysporum FOSC36.9100.048.546.241.994.141.444.956.2
Microdochium nivale6.138.5100.0100.020.413.5
nfGF. culmorum FSAMSC33.333.350.011.116.720.038.511.64.3
F. poae FSAMSC6.712.57.7
F. sambucinum FSAMSC20.011.5
F. sporotrichioides FSAMSC11.125.07.010.0
F. avenaceum FTSC13.333.37.433.311.514.0
F. oxysporum FOSC20.044.416.753.6100.06.711.532.661.4
F. camptoceras FCAMSC33.33.8
Ilyonectria/Cylindrocarpon destructans IRSC6.717.946.73.817.1
F. aquaeductuum12.53.8
Microdochium nivale25.014.833.3100.026.77.727.95.7
fCF. sambucinum FSAMSC0.95.918.01.411.7
F. sporotrichioides FSAMSC23.32.918.211.813.31.4
F. avenaceum FTSC10.02.99.126.06.716.9
F. oxysporum FOSC53.382.463.685.258.842.946.096.368.079.963.6
F. aquaeductuum11.81.4
Microdochium nivale7.811.857.110.8
fGF. culmorum FSAMSC22.935.78.611.320.6
F. sambucinum FSAMSC5.73.62.81.6
F. sporotrichioides FSAMSC3.014.39.17.125.09.93.2
F. avenaceum FTSC24.036.42.914.313.632.127.88.514.3
F. oxysporum FOSC16.036.417.171.436.47.191.422.233.854.0
F. lateritium FLSC12.09.12.99.111.14.2
F. camptoceras FCAMSC4.02.8
Ilyonectria/Cylindrocarpon destructans IRSC14.36.3
Fusicolla aquaeductuum18.25.6
Microdochium nivale34.314.327.328.2
Explanation: nfC—non-fertilized clovers; fC—fertilized clovers; nfG—non-fertilized grasses; fG—fertilized grasses; AI, AII, AIII—analyses I (19.05), II (22.07), III (30.09); C-combination; *—frequency classes: frequent, very frequent, numerous, very, “–”—not recorded; FSAMSC—Fusarium sambucinum species complex; FTSC—Fusarium tricinctum species complex; FIESC—Fusarium incarnatum –equiseti species complex; FOSC—Fusarium oxysporum species complex; FFSC—Fusarium fujikuroi species complex; FSSC—Fusarium solani species complex; FLSC—Fusarium lateritium species complex; FCAMSC—Fusarium camptoceras species complex; IRSC—Ilyonectria radicicola species complex.
Table 4. Species dominance indices (D) of Fusarium and genera related to Fusarium in the rhizosphere and rhizoplane of non-fertilized and fertilized clovers and grasses—part 2 *.
Table 4. Species dominance indices (D) of Fusarium and genera related to Fusarium in the rhizosphere and rhizoplane of non-fertilized and fertilized clovers and grasses—part 2 *.
CSpecies 1/Complex 2Ectorhizosphere (Ec)Rhizoplane (Rp)Endorhizosphere (Ed)Total of Analyses
AIAIIAIIIAIAIIAIIIAIAIIAIIIEcRpEd
nfCF. culmorum1 FSAMSC 24.66.14.74.34.12.2
F. graminearum FSAMSC1.51.57.72.31.43.11.1
F. equiseti FIESC3.02.0
F. lateritium FLSC3.03.87.03.13.4
F. camptoceras FCAMSC2.31.1
Ilyonectria/Cylindrocarpon destructans IRSC9.28.6
nfGF. graminearum FSAMSC3.61.4
F. equiseti FIESC7.44.7
F. incarnatum FIESC3.72.3
fCF. culmorum FSAMSC6.78.82.610.06.72.26.5
F. sacchari FFSC2.99.12.7
F. lateritium FLSC3.52.9
F. camptoceras FCAMSC6.72.7
Ilyonectria/Cylindrocarpon destructans IRSC3,71.3
fGF. incarnatum FIESC8.05.6
F. sacchari FFSC4.51.4
Explanations: *—frequency classes: sporadic, rare “–”—not recorded; nfC—non-fertilized clovers; fC—fertilized clovers; nfG—non-fertilized grasses; fG –fertilized grasses; AI, AII, AIII—analyses I (19.05), II (22.07), III (30.09); C-combination; *—frequency classes: frequent, very frequent, numerous, very, “–”—not recorded; FSAMSC—Fusarium sambucinum species complex; FTSC—Fusarium tricinctum species complex; FIESC—Fusarium incarnatum –equiseti species complex; FOSC—Fusarium oxysporum species complex; FFSC—Fusarium fujikuroi species complex; FSSC—Fusarium solani species complex; FLSC—Fusarium lateritium species complex; FCAMSC—Fusarium camptoceras species complex; IRSC—Ilyonectria radicicola species complex.
Table 5. Values of species similarity indices (S expressed in %) of the Fusarium communities and genera related to Fusarium in the clover and grass root zone.
Table 5. Values of species similarity indices (S expressed in %) of the Fusarium communities and genera related to Fusarium in the clover and grass root zone.
CombinationCompared CommunitiesAnalyses (A)Total of AnalysesMean of Analyses
IIIIII
nfCEc—Rp60.020.00.060.026.7
Rp—Ed63.633.3100.072.765.7
Ec—Ed60.033.30.054.531.1
nfGEc—Rp30.040.025.033.331.7
Rp—Ed22.225.025.044.424.1
Ec—Ed25.00.033.336.419.4
fCEc—Rp25.025.020.030.023.3
Rp—Ed50.016.70.033.322.2
Ec—Ed50.016.70.037.522.2
fGEc—Rp44.440.00.036.428.1
Rp—Ed62.525.00.055.629.2
Ec—Ed33.320.00.030.017.8
Explanations: nfC—non-fertilized clovers; fC—fertilized clovers; nfG—non-fertilized grasses; fG—fertilized grasses; Ec—ectorhizosphere, Rp—rhizoplane, Ed—endorhizosphere.
Table 6. Simpson species diversity indices (D) of fungi in the individual root zones of fertilized and non-fertilized clovers and grasses.
Table 6. Simpson species diversity indices (D) of fungi in the individual root zones of fertilized and non-fertilized clovers and grasses.
Plant CombinationAnalysis (A) Ectorhizosphere (Ec)Rhizoplane (Rp)Endorhizosphere (Ed)Total of Analyses
EcRpEd
nfCI0.7500.7190.7660.7310.7340.650
II0.0000.6300.112
III0.0000.000
nfGI0.7820.7430.6170.7960.7760.578
II0.6670.7220.000
III0.6560.6840.667
fCI0.6420.2660.6780.5100.3490.548
II0.3110.6090.071
III0.5450.490
fGI0.7650.7760.7370.7920.7740.640
II0.6940.4490.157
III0.756
Explanations: nfC—non-fertilized clovers; fC—fertilized clovers; nfG—non-fertilized grasses; fG—fertilized grasses; “–”—not recorded.
Table 7. Contingency table for the χ2 test and the dependence and strength of the relationship between the frequency of occurrence of Fusarium communities and genera related to Fusarium and the colonized biotope.
Table 7. Contingency table for the χ2 test and the dependence and strength of the relationship between the frequency of occurrence of Fusarium communities and genera related to Fusarium and the colonized biotope.
Fungal Species 1/Complex 2MicroenvironmentTotal
EctorhizosphereRhizoplaneEndorhizosphere
Number%Number%Number%Number%
F. culmorum1 FSAMSC 240.500.010.150.6
F. graminearum FSAMSC00.040.500.040.5
F. poae FSAMSC20.200.000.020.2
F. sambucinum FSAMSC91.180.9172.0344.0
F. sporotrichioides FSAMSC252.9212.5151.8617.1
F. avenaceum FTSC30.420.220.270.7
F. equiseti FIESC182.1202.3232.7617.1
F. incarnatum FIESC20.210.100.030.4
F. oxysporum FOSC9110.619322.517620.546053.7
F. sacchari FFSC20.210.100.030.4
F. lateritium FLSC10.130.420.260.7
F. camptoceras FCAMSC374.3212.5273.2859.9
Ilyonectria/Cylindrocarpon destructans IRSC2 *0.2677.8161.9859.9
Fusicolla aquaeductuum70.800.0172.0242.8
Microdochium nivale40.5101.230.4172.0
Total207.024.2351.041.0299.034.9857.0100.0
StatisticsValueProbability
Pearson’s chi-square 329.55<0.0001
Likelihood-ratio chi-square 345.65<0.0001
Mantel–Haenszel chi-square9.590.002
Φ-Yule’s coefficient0.43
C-Pearson contingency coefficient0.40
Cramer’s V coefficient0.22
Explanations: *—number of isolations; FSAMSC—Fusarium sambucinum species complex; FTSC—Fusarium tricinctum species complex; FIESC—Fusarium incarnatum–equiseti species complex; FOSC—Fusarium oxysporum species complex; FFSC—Fusarium fujikuroi species complex; FSSC—Fusarium solani species complex; FLSC—Fusarium lateritium species complex; FCAMSC—Fusarium camptoceras species complex; IRSC—Ilyonectria radicicola species complex.
Table 8. Selected physical and chemical properties of peat-muck soil.
Table 8. Selected physical and chemical properties of peat-muck soil.
Combination% Organic Matter% N Totalmg CaO in 100 g of Soilmg w 100 g of Soil Acc. to EgnerMilligram Equivalents Ca in 100 g of Soil pH 9
(KCl)
P2O5K2O
Non-fertilized soil51.591.7895.0313.707.1933.874.40
Fertilized soil72.782.25147.7816.009.9055.685.15
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Korniłłowicz-Kowalska, T.; Wojdyło-Kotwica, B.; Bohacz, J.; Możejko, M. Occurrence and Distribution of Fusarium Communities in the Root Zone in a Post-Bog Permanent Meadow in Relation to Mineral Fertilization and Growing Seasons. Pathogens 2022, 11, 341. https://doi.org/10.3390/pathogens11030341

AMA Style

Korniłłowicz-Kowalska T, Wojdyło-Kotwica B, Bohacz J, Możejko M. Occurrence and Distribution of Fusarium Communities in the Root Zone in a Post-Bog Permanent Meadow in Relation to Mineral Fertilization and Growing Seasons. Pathogens. 2022; 11(3):341. https://doi.org/10.3390/pathogens11030341

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Korniłłowicz-Kowalska, Teresa, Bernadeta Wojdyło-Kotwica, Justyna Bohacz, and Michał Możejko. 2022. "Occurrence and Distribution of Fusarium Communities in the Root Zone in a Post-Bog Permanent Meadow in Relation to Mineral Fertilization and Growing Seasons" Pathogens 11, no. 3: 341. https://doi.org/10.3390/pathogens11030341

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