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Article

Occurrence of Mycotoxigenic Fusarium Species and Competitive Fungi on Preharvest Maize Ear Rot in Poland

1
Department of Chemistry, Poznań University of Life Sciences, ul. Wojska Polskiego 75, 60-625 Poznań, Poland
2
Institute of Plant Genetics, Polish Academy of Sciences, ul. Strzeszyńska 34, 60-479 Poznań, Poland
*
Author to whom correspondence should be addressed.
Submission received: 20 March 2019 / Revised: 9 April 2019 / Accepted: 11 April 2019 / Published: 15 April 2019
(This article belongs to the Special Issue Fungal Infestations in Humans, Animals, Crops)

Abstract

:
Maize has become one of the most important crops for food and feed production—both as a silage and crop residue worldwide. The present study aimed to identify the co-occurrence of Fusarium subglutinans, Fusarium verticillioides, Trichoderma atroviride, Sarocladium zeae, and Lecanicillium lecanii on maize ear rot. Further, the accumulation of mycotoxins as secondary metabolites of Fusarium spp. in maize ear samples was also analyzed. Maize ear samples were collected between 2014 and 2017 from two main maize growing areas in Poland (Greater Poland and Silesia region). A significant difference was found in the frequency of two main Fusarium spp. that infect maize ears, namely F. subglutinans and F. verticillioides. In addition to Fusarium spp. T. atroviride, S. zeae, and L. lecanii were also identified. T. atroviride species was found in 14% of maize samples examined between 2014 and 2017, particularly with a high percentage of Trichoderma spp. recorded in 2014, i.e., in 31% of samples. However, mycotoxin content (beauvericin and fumonisins) varied, depending on both the location and year of sampling. The interaction of fungi and insects inhabiting maize ear and kernel is very complex and not yet elucidated. Therefore, further research is required in this area.
Key Contribution: Fusarium species and endophyte: Trichoderma spp. and Sarocladium zeae were found in field maize ears with high frequency in Poland from 2014 to 2017

1. Introduction

In Poland, maize (Zea mays) is, one of the major cereal grains, cultivated every year in an area of approximately one million ha. From year to year, its importance in the cultivation is growing [1]. It is also an important continuous breeding progress, which allows for a significant reduction in the thermal needs of maize. Growers provide us with more and more productive varieties suitable for our climatic conditions. The result is a more precise variety matching the climate and geographical region as well as the differentiated direction of use.
An important disadvantage of maize is its susceptibility to Fusarium pathogens [2]. They attack plants at different developmental stages, leading to root rot, stalk rot, and ear rot, which are considered the most important disease of crop worldwide [3]. The prevailing pathogen species can vary over the years depending on various factors, such as the continent and region, agroecological conditions [4,5], insect damage [6], other stress factors and susceptibility of cultivars (hybrids) to infection by Fusarium species [7]. There are a number of pathways by which Fusarium species may infect kernels, resulting in kernel rot or symptomless infection. The incidence of symptomless infection is usually higher than the incidence of kernel rot [8,9]. Kernel infection by any of these fungi can reduce yields and quality, and result in mycotoxin accumulation in grain, such as deoxynivalenol (DON), zearalenone (ZEA), fumonisins (FBs), beauvericin (BEA), enniatins (ENNs), and moniliformin (MON) [7,10,11,12,13].
In Poland, Fusarium species occurrence and their mycotoxin production have been studied since the middle of the 20th century. Until the 1990s, the climate of this country has been described as temperate with relatively cold winters and warm summers. In recent years, the climate has become much warmer, with, frequent, day-to-day and year-to-year variability in the weather patterns noted. As a consequence, the occurrence of other species, such as F. verticillioides or F. subglutinans, began to increase. Despite this, the level of mycotoxins in cereal grain samples collected in Poland was usually lower in comparison to other European countries [14,15,16].
The latest research, which was carried out by NUTRIAD (NUTRIAD Mycotoxin Survey, 2017), showed that 100% of the maize kernels from Poland were contaminated with DON, 94% with ZEA and 72% of the samples contained FBs. The average concentrations of mycotoxins were below EU recommendation levels. The ZEA average concentration was 257 μg kg−1, which is high, especially for sows and piglets. The results also showed a high average concentration of DON, 1198 μg kg−1. The maximum FBs content was 4920 μg kg−1. This high concentration is unusual in Poland and may have a significant effect on the health and performance of farm animals, especially swine and horses [17].
Different strategies have been adopted to reduce Fusarium mycotoxin contamination in cereals [18]. A more economical and environmentally attractive option is the use of biological control agents (BCAs) which act as natural antagonists to Fusarium.
Beauveria bassiana, Sarocladium zeae, and Lecanicillium lecanii are endophytes of maize and some other plant species and are proved to be entomopathogenic endophytes that are used in the control of pests under field and laboratory conditions [19,20,21]. Trichoderma spp. are among the most studied and promising microorganisms used in a biocontrol system [22,23,24]. Species of the genus Trichoderma (teleomorph Hypocrea) are found in many ecosystems, but the most common and natural habitat of these fungi is soil [23].
Therefore, the aim of this study was to investigate the occurrence of Fusarium spp., Trichoderma spp., S. zeae, and L. lecanii in maize kernels collected from two localities in Poland (Greater Poland and Silesia region) during four seasons (2014–2017). Additionally, our hypothesis assumed that naturally occurring endophytes exclude pathogens or/and could decrease the toxin concentrations. The obtained results could be a valuable source of information on the possible use of endophytic fungi in biological plant protection against pathogens.

2. Results and Discussion

2.1. Occurrence of Fusarium, Trichoderma spp., S. zeae, and L. lecanii in Two Maize Producing Localities in Poland

A significant difference was found in the frequency of the two Fusarium spp. that commonly infect maize ears, namely F. subglutinans and F. verticillioides. Samples originating from locality 1 was dominated by F. subglutinans—frequency 54.5–77.2% in all the four years of study (Table 1). The frequency of F. verticillioides was found to be 45.4% in 2014 and 11.8–18.2% during 2015–2017.
In samples collected from locality 2, the frequency of F. verticillioides was significantly higher at 47.7%, 56.0%, 57.1%, and up to 59.4% in years 2014, 2015, 2016, and 2017, respectively. The frequency of F. subglutinans in the same locality was 0% in 2016 and 9.3%, 4.0%, and 21.8% in years 2014, 2015, and 2017, respectively.
In contrast, the frequency of trichothecenes and zearalenone producing species F. graminearum and F. culmorum in Poland in the years 1985–2014 was below 16%. In addition, Fusarium poae was quite frequent (0–45.7%) [11]. The above-mentioned species were found in high frequency in countries with a warmer climate [13]. Fusarium poae frequency was 9.2–26% and this species contributes to the accumulation of beauvericin and enniatins [25].
In addition to F. subglutinans and F. verticillioides, the present study identified the presence of T. atroviride, Sarocladium zeae, and Lecanicillium lecanii in the maize samples. Trichoderma atroviride species were found in 50 of 369 maize kernels, collected in Poland during 2014–2017 seasons (Table 2). In particular, a high percentage of Trichoderma spp. was found in 2014, i.e., in 31 samples. Abundant masses of green spores of Trichoderma were found in all maize ears in six samples. In the remaining 46 samples, Trichoderma spp. grew together with Fusarium spp. on agar plates containing SNA medium. As reported by Jaklitsch [26], T. atroviride is mostly found in Europe (Austria and France) and Central and North America, where it is mostly isolated from soil and also found as a contaminant of other Hypocrea spp.
In our previous studies in Poland, we identified 14 taxa of Trichoderma in various substrates, and T. harzianum was the prevalent species [27,28]. Trichoderma atroviride, in contrast, accounted for a minor portion of the isolated strains. One of these strains, namely AN35, was isolated from a maize ear sample in 2005. The T. atroviride AN35 isolate exhibited antagonistic properties against several toxigenic Fusarium spp., and reduced the amount of produced mycotoxins, such as deoxynivalenol and zearalenone, in dual-culture bioassay [29,30,31]. The same isolate was the most efficient producer of 6-PAP under laboratory conditions. 6-PAP inhibited the growth of several Fusarium spp. when spiked per plug from 0.1 to 2 μg on PDA medium [32]. This is the second report where T. atroviride species was isolated from maize kernels in Poland. Most of the existing literature describes the occurrence of T. harzianum in maize seeds [33,34,35].
In representative samples, the species S. zeae and L. lecanii were identified using DNA assays. However, in eight samples in 2015, only S. zeae was found and no Fusarium spp. were detected.
Strains of L. lecanii are known components of bioinsecticides, which are produced on a commercial scale mostly in Asia, India, and South America [21]. In previous studies, S. zeae and L. lecanii were identified as members of Acremonium strictum clade (previously Verticillium complex). A more detailed description of the above-mentioned two endophytes was obtained after the use of a phylogenetic approach [36]. Because these endophytes have a very slow growth rate, many difficulties were encountered while isolating their representative strains, especially when they were present in the same maize kernels together with Fusarium spp. Moreover, it was rather impossible to isolate them when fast-growing Trichoderma spp. were also present in the same maize kernels. Both endophytes are difficult to isolate using procedures described in most previous studies. Low-nutrient agar SNA prepared according to Nirenberg [37] was found to be particularly useful to isolate and identify all the above-mentioned fungi species from maize kernels. Lecanicillium lecanii produced vertilecanins, and Acremonium zeae produced dihydroresorcylides [38,39].
Fusarium verticillioides may be a primary causal agent of disease, a secondary invader or an endophyte, and systemically colonizes kernels. The fungus infects the emerging maize seedlings, the maturing plant, and the new kernel. This species is also frequently recovered from healthy maize seeds and has been known for many years to be an endophyte of maize [40].
It has been shown that another endophyte of maize, A. zeae, is a producer of antibiotics that inhibit F. verticillioides and Aspergillus flavus [41]. Recently, isolates of this species were renamed as Sarocladium zeae [39,42]. Most recently, a comparison of Sarocladium spp. was reported by Yeh and Kirschner [43]. In addition, the authors derived the phylogenetic tree of Sarocladium spp., and identified a new endophyte S. spinificis occurring in grasses in Taiwan.
The interaction of F. verticillioides species with maize plant and with other fungi, including the pathogens F. graminearum and F. poae, and with endophytes, such as S. zeae (formerly A. zeae), and hyperparasites, such as Trichoderma, is very complex and may influence the final contamination of kernels with fumonisins and other mycotoxins under field conditions.

2.2. Mycotoxin Accumulation

The amount of mycotoxin accumulated in maize kernels in the two localities with F. subglutinans (F. temperatum) and F. verticillioides as the prevalent species is given in Table 3. A significantly higher amount of BEA was found in samples from locality 1—Greater Poland—except in the 2016 harvest. The highest amount of BEA content was recorded in 2015 in locality 1 where the maximum and average concentrations were 1731.55 and 201.33 μg g−1, respectively. The lowest toxin content occurred in 2017 in both studied locations. In locality 1, despite a large number of positive samples (95.24%), the average toxin content was 32.25 μg g−1. In locality 2, the value was even lower and reached an average of 1.84 μg g−1, with a maximum value of 24.14 μg g−1.
In China, BEA was the predominant toxin in terms of the frequency and concentration in corn. It was found that 82.3% of samples were contaminated by BEA with the levels ranging from 0.04 mg g−1 to 1006.56 mg g−1 [44]. The occurrence of beauvericin was also investigated in corn kernel samples collected in Croatia [45]. The crop was found to be contaminated with a mean beauvericin content of 393 ng g−1 and the highest level of 1864 ng g−1.
The amount of fumonisins B1, B2, and B3 depends on both the location and year of sampling. In this regard, particular attention should be given to the amount of fumonisins in the years 2016 and 2017. The year 2016 was characterized by very high FB1 content in both localities, reaching up to 248.85 μg g−1 on average in locality 2 when the maximum value was 1418.34 μg g−1. In 2016, a significant difference in the frequency of fumonisin occurrence was also noted. In locality 1, these toxins were found in approximately 36% of all the tested samples, whereas in locality 2, the percent of positive samples was almost twice high than that in locality 1. In contrast, the year 2017 was characterized by a very low content of fumonisins, especially in locality 1 where the maximum FB1 content in the FDK fraction was 0.81 μg g−1. The remaining fumonisins—FB1 and FB2—occurred at the maximum content of 0.094 μg g−1 and 0.022 μg g−1, respectively. In locality 2, FB1, FB2, and FB3 content in the same year was 10.21, 0.92, and 0.11 μg g−1, respectively.
According to Gromadzka et al. [12], in Poland from 2005 to 2014, kernels naturally infected by F. verticillioides and F. proliferatum contained (in mg kg–1) up to 710 of FB1, 209.72 of FB2, and 35.72 of FB3. In Italy [46], where the climate is much warmer than that in Poland, the mean levels of fumonisin contamination were remarkably high in years 2006–2008, with the highest value of 10.90 mg kg−1 and the lowest value of 4.80 mg kg−1. The issue of fumonisin contamination is particularly critical in Africa, where maize is the staple food for the human population and is consumed without any processing. In Eastern and Southern Africa, FB1 was detected at concentrations ranging from 0.002 to 1.91 mg kg−1, while the sum of fumonisin concentrations in the same samples ranged from 0.002 to 2.73 mg kg−1 [47].
It is difficult to compare the obtained results in Poland with those obtained in other countries because the final amount of mycotoxins accumulated in maize kernels depends on several factors, such as the toxigenic ability of Fusarium spp. [13], maize hybrids produced and their susceptibility to MER [7,48], interaction among the Fusarium spp. population in the given area—frequently four species were identified in the examined MER samples [11], the population of European corn borer (ECB) and other pests in maize ears before harvest [6,48,49], and the interaction of Fusarium spp. with other fungi, including endophytes and competitive species such as Trichoderma or Alternaria, Cladosporium, Epicoccum, Acromoniella, and Nigrospora, [11], which are proved to be present in the same kernels (ears).
The results of our research also indicate the existence of a dependency between the occurrence of endophytic fungi and the content of mycotoxins in the maize kernels. Such trends are noticed only in the case T. atroviride (Figure 1). The presence of the other testing endophytic had no effect on toxin concentrations. Our studies were of a preliminary character and should be continued to finally confirm our research hypothesis.
Biological control is a promising strategy for managing MER disease. The use of microbial biological control agents (MBCA) serves as an alternative to chemical control measures for growing pathogen-resistant crop cultivars. Trichoderma strains used as biocontrol agents are able to induce plant defense against pathogens and promote plant growth [24,50]. They were also found to reduce mycotoxins, in particular, zearalenone and deoxynivalenol production, in dual-culture bioassay [28,29,30]. Further, the use of microbial biological control agents in agriculture is rapidly increasing because of public concerns about human health, safety of crop products consumed, and impact on the environment. Our studies show that the frequent occurrence of endophytic fungi in our climate zone makes it possible to use them as biological methods of plant protection. In addition, the mycotoxins content decreased as the frequency of endophytes increased. However, further research is necessary to be able to use these fungi in modern agriculture.

3. Materials and Methods

3.1. Chemicals and Reagents

Mycotoxin standards (FBs and BEA) HPLC grade solvents and all reagents for extraction and purification process were obtained from Sigma-Aldrich (Steinheim, Germany). Water (HPLC grade) was obtained from MilliQ system (Millipore, Billerica, MA, USA).

3.2. Fungal Isolation and Identification

The samples of maize ears were collected in October 2014 (100 samples), 2015 (83 samples), 2016 (58 samples), and 2017 (48 samples) in two main maize growing areas in Poland (locality 1: Greater Poland—16°56′E, 50°58′N and locality 2: Silesia—52°48′N, 16°83′E).
After harvesting, each sample was packed into a separate paper bag and stored at room temperature. The maize ears with Fusarium ear rot symptoms were evaluated based on the degree of kernels moldy, shrunken and discolored on a scale of 1% to 100%. Subsequently, small pieces of kernels and visible mycelium from each ear were plated in duplicate on a low nutrient SNA medium and incubated at 20 °C to identify Fusarium spp. and other fungi [37,51,52]. The hyphal tips from each culture were placed on both in Petri dishes containing potato dextrose agar and synthetic SNA low-nutrient agar. Fusarium spp. were identified according to Kwaśna et al. [52] and Leslie and Summerell [53]. Trichoderma spp. were identified according to Kubicek and Harman [54], and Lecanicillium and Sarocladium were identified according to Shinde et al. [21] and Summerbell et al. [36]. Further, the identification of the selected isolates was performed using DNA assay as described below.

3.3. Molecular Identification

For molecular identification, two different phylogenetic markers were selected: the internally transcribed spacer regions 1 (ITS1) and 2 (ITS2,) of the rRNA gene cluster and the fragment (fourth and fifth introns and a portion of sixth exon) of the translation-elongation factor 1-alpha (tef1) gene. Fungal isolates were grown in liquid Czapek-Dox broth medium (Sigma-Aldrich, Saint Louis, MI, USA) with the addition of yeast extract (Oxoid™ Yeast Extract Powder Thermo Fisher Scientific, Waltham, MA, USA) and streptomycin sulfate (50 mg L−1, AppliChem, Darmstad, Germany) for 21 days on a rotary shaker (120 rpm) at 25 °C. After that, mycelium was collected on filter paper in a Büchner funnel, washed with sterile water, frozen at −20 °C, and freeze-dried. Genomic DNA was isolated using the Wizard® Genomic DNA Purification Kit (Promega, Madison, WI, USA). Amplicons were produced with the primer combination ITS4 and ITS5 [55] for the ITS region and Ef728M [56] and TEF1LLErev [26] for the tef1 fragment under the following conditions: initial denaturation at 94 °C for 5 min, 35 cycles of denaturation at 94 °C for 45 s, annealing at 58 °C for ITS region, or at 63 °C for the tef1 gen fragment for 45 s, extension at 72 °C for 1 min, final extension at 72 °C for 10 min. The PCR reaction was carried out in 25 μL reaction volumes with 1 μL 50 ng μL−1 of genomic DNA, 2.5 μL 10 × DreamTaq green buffer (includes 20 mM MgCl2, Thermo Fisher Scientific, Waltham, MA, USA), 0.2 μL (5 U μL−1) DreamTaq green DNA polymerase (Thermo Fisher Scientific, Waltham, MA, USA), 0.2 μL 100 mmol L−1 of each primer, 0.25 mM dNTP mix (Sigma-Aldrich, Saint Louis, MI, USA), 19.35 μL sterile distilled water, using a C1000 Thermal Cycler (Bio-Rad, Hercules, CA, USA). Ten μL of PCR product was analyzed on 1.5% agarose gel (BioShop, Burlington, ON, Canada) in 1 × TBE buffer (BioShop, Burlington, ON, Canada) and stained with Midori green advance DNA stain (NIPPON Genetics EUROPE GmbH, Dueren, Germany), visualized under UV light, and photographed (Syngene UV visualizer). Gene Ruler 100-bp Plus DNA Ladder (0,5μg μL-1, Thermo Fisher Scientific, Waltham, MA, USA) was used as a size standard. Samples that produced a clear visible band were prepared for sequencing by purifying PCR product (5 μL) with exonuclease I (0.5 μL, 1 U μL−1, Thermo Fisher Scientific, Waltham, MA, USA) and shrimp alkaline phosphatase (2 μL, 1 U μL-1, Thermo Fisher Scientific, Waltham, MA, USA), incubating 30 min at 37 °C, denaturing 15 min at 80 °C and, cooling down to 4 °C. The 400-bp ITS and 1200-bp tef1 amplicon purification and sequencing were the same as that described by Błaszczyk et al. [27]. Sequences editing and assembling were performed using the software Chromas v. 1.43 (version 1.43, Technelysium Pty Ltd, Cordelia St, South Brisbane QLD 4101, Australia, 2004). For species identification, the sequences were matched against the nucleotide database using BLASTn (http://blast.ncbi.nlm.nih.gov/).

3.4. Sample Preparation, Extraction and HPLC Analysis

A detailed procedure of extraction and purification of mycotoxins (FBs and BEA) was reported previously [16,56]. The samples before fumonisins (FB1, FB2, and FB3) analysis were derivatized with o-phthalaldehyde (OPA) reagent for 3 min. Methanol: sodium dihydrogen phosphate (0.1 M in water) solution (77:23, v/v) adjusted to pH 3.35 with phosphoric acid was used as the mobile phase with a flow rate of 0.6 mL·min−1. A Waters 2695 apparatus (Waters Division of Millipore, Milford, MA, USA) and a Waters 2475 fluorescence detector (λEX = 335 nm and λEM = 440 nm) with a C-18 Nova Pak column (3.9 × 150 mm) were used for fumonisins analysis. HPLC analysis of BEA was performed using a Waters 2695 system equipped with a Waters 2996 Array Detector (at 205 nm) with C-18 Nova Pak column (3.9 × 150 mm). Samples were eluted with acetonitrile: water (70:30, v/v) at a constant flow of 1 mL min−1 for 45 min. The limits of detection were 10 and 8 ng g−1 for FBs and BEA, respectively. The obtained positive results (on the basis of retention times) were confirmed by HPLC analysis and compared with the relevant calibration curve (correlation coefficients for FB1, FB2, FB3, and BEA were 0.9967, 0.9983, 0.9966, 0.9991, respectively). Recovery rates for FB1, FB2, FB3, BEA were 93, 96, 87, and 91%, respectively.

Author Contributions

conceptualization, J.C. and K.G.; mycological analysis, J.C. and L.B.; molecular analysis, L.B.; chemical analysis, A.W. and K.G.; data curation, J.C. and K.G.; writing—original draft preparation, J.C.; K.G., L.B.; A.W.; writing—review and editing, K.G.; J.C.; project administration, A.W.; funding acquisition, A.W.

Funding

This research was funded by the Polish National Science Centre, grant number 2014/15/B/NZ9/02169.

Acknowledgments

The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Conflicts of Interest

Author Karolina Gromadzka declares that she has no conflict of interest. Author Jerzy Chełkowski declares that he has no conflict of interest. Author Lidia Błaszczyk declares that she has no conflict of interest. Author Agnieszka Waśkiewicz declares that she has no conflict of interest.

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Figure 1. Influence of Trichoderma atroviride occurrence on mycotoxins content in maize samples. (a) average concentration of BEA, (b) average concentrations of fumonisin FB1.
Figure 1. Influence of Trichoderma atroviride occurrence on mycotoxins content in maize samples. (a) average concentration of BEA, (b) average concentrations of fumonisin FB1.
Toxins 11 00224 g001
Table 1. Frequency of F. subglutinans and F. verticillioides (in %) in maize ear rot in two localities in Poland during 2014–2017.
Table 1. Frequency of F. subglutinans and F. verticillioides (in %) in maize ear rot in two localities in Poland during 2014–2017.
YearLocality 1 (Greater Poland Region)Locality 2 (Silesia Region)
F. subglutinansF. verticillioidesF. subglutinansF. verticillioides
201454.545.49.347.7
201560.013.34.056.0
201655.811.80.057.1
201777.218.221.859.4
Table 2. Occurrence of Trichoderma atroviride, Sarocladium zeae, and Lecanicillium lecanii species in maize ears with significant Fusarium ear rot in Poland during 2014–2017 seasons.
Table 2. Occurrence of Trichoderma atroviride, Sarocladium zeae, and Lecanicillium lecanii species in maize ears with significant Fusarium ear rot in Poland during 2014–2017 seasons.
YearNumbers of Examined EarsTrichoderma
atroviride*
Numbers of Positive Ears
Sarocladium zeae and
Lecanicillium lecanii*
Numbers of Positive Ears
2014100311
201583135
20165818
2017481716
total2895060
* Molecular identification of 18 isolates confirmed the following species: Trichoderma atroviride in six isolates, Sarocladium zeae in seven isolates, and Lecanicillium lecanii in five isolates
Table 3. Average and maximum content [μg g−1] of beauvericin and fumonisins in Fusarium contaminated kernels in maize samples collected from two localities (Locality 1—Greater Poland region, Locality 2—Silesia region) in Poland during 2014–2017.
Table 3. Average and maximum content [μg g−1] of beauvericin and fumonisins in Fusarium contaminated kernels in maize samples collected from two localities (Locality 1—Greater Poland region, Locality 2—Silesia region) in Poland during 2014–2017.
YearBEA [μg g−1]Fumonisins [μg g−1]
FB1FB2FB3FB1FB2FB3
Locality 1Locality 2Locality 1Locality 2
2014average61.0231.200.890.200.020.130.080.005
maximum445.43119.5231.847.240.191.731.190.12
%positive84.6250.0050.0015.0025.0058.7021.7419.57
2015average201.33124.106.540.330.085.520.930.13
maximum1731.55258.88214.3910.192.8592.3416.672.35
%positive94.59100.0083.7856.7654.0595.2395.2342.86
2016average44.2170.7975.4126.914.33248.8571.9319.01
maximum474.56130.99465.00282.9772.891418.34660.75219.88
%positive89.2996.1535.7135.7135.7169.2369.2369.23
2017average32.251.840.220.0210.0051.390.130.01
maximum140.6924.140.810.0940.02210.210.920.11
%positive95.2450.0057.8957.8947.3753.8553.8542.31

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Gromadzka, K.; Błaszczyk, L.; Chełkowski, J.; Waśkiewicz, A. Occurrence of Mycotoxigenic Fusarium Species and Competitive Fungi on Preharvest Maize Ear Rot in Poland. Toxins 2019, 11, 224. https://0-doi-org.brum.beds.ac.uk/10.3390/toxins11040224

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Gromadzka K, Błaszczyk L, Chełkowski J, Waśkiewicz A. Occurrence of Mycotoxigenic Fusarium Species and Competitive Fungi on Preharvest Maize Ear Rot in Poland. Toxins. 2019; 11(4):224. https://0-doi-org.brum.beds.ac.uk/10.3390/toxins11040224

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Gromadzka, Karolina, Lidia Błaszczyk, Jerzy Chełkowski, and Agnieszka Waśkiewicz. 2019. "Occurrence of Mycotoxigenic Fusarium Species and Competitive Fungi on Preharvest Maize Ear Rot in Poland" Toxins 11, no. 4: 224. https://0-doi-org.brum.beds.ac.uk/10.3390/toxins11040224

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