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Article

Comparative Performances of Beneficial Microorganisms on the Induction of Durum Wheat Tolerance to Fusarium Head Blight

by
Zayneb Kthiri
1,*,
Maissa Ben Jabeur
1,
Kalthoum Harbaoui
2,
Chahine Karmous
1,
Zoubeir Chamekh
3,
Fadia Chairi
4,
Maria Dolores Serret
4,5,
Jose Luis Araus
4,5 and
Walid Hamada
1
1
Laboratory of Genetics and Cereals Breeding, National Institute of Agronomy of Tunisia, Carthage University, Tunis 1082, Tunisia
2
High School of Agriculture of Mateur, Department of Plant Sciences, Carthage University, Mateur 7030, Tunisia
3
National Institute of Agricultural Research of Tunisia, Field Crop, Carthage University, Tunis 2049, Tunisia
4
Integrative Crop Ecophysiology Group, Plant Physiology Section, Faculty of Biology, University of Barcelona, 08028 Barcelona, Spain
5
AGROTECNIO (Center of Research in Agrotechnology), University of Lleida, 25198 Lleida, Spain
*
Author to whom correspondence should be addressed.
Microorganisms 2021, 9(12), 2410; https://doi.org/10.3390/microorganisms9122410
Submission received: 27 September 2021 / Revised: 10 November 2021 / Accepted: 12 November 2021 / Published: 23 November 2021
(This article belongs to the Special Issue Plant Immunity Induced by BioControl Agent (BCAs) in Plant Pathogen Infection)
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Abstract

:
Durum wheat production is seriously threatened by Fusarium head blight (FHB) attacks in Tunisia, and the seed coating by bio-agents is a great alternative for chemical disease control. This study focuses on evaluating, under field conditions, the effect of seed coating with Trichoderma harzianum, Meyerozyma guilliermondii and their combination on (i) FHB severity, durum wheat grain yield and TKW in three crop seasons, and (ii) on physiological parameters and the carbon and nitrogen content and isotope composition in leaves and grains of durum wheat. The results indicated that the treatments were effective in reducing FHB severity by 30 to 70% and increasing grain yield with an increased rate ranging from 25 to 68%, compared to the inoculated control. The impact of treatments on grain yield improvement was associated with higher NDVI and chlorophyll content and lower canopy temperature. Furthermore, the treatments mitigated the FHB adverse effects on N and C metabolism by resulting in a higher δ13Cgrain (13C/12Cgrain) and δ15Ngrain (15N/14Ngrain). Overall, the combination outperformed the other seed treatments by producing the highest grain yield and TKW. The high potency of seed coating with the combination suggests that the two microorganisms have synergetic or complementary impacts on wheat.

1. Introduction

Wheat is among the major cereal crops produced in the world. The FAO’s latest information points to a global wheat production of 776.7 million tons for 2021–2022, which forms one-third of the world’s total cereal production [1,2].
Wheat diseases are widely causing economic losses, which make them a major limiting factor to wheat production worldwide. Fusarium head blight (FHB), which can be caused by many kinds of Fusarium species, including F. graminearum, F. culmorum, F. poae, F. avenaceum, F. sporotrichioides and Microdochium nivale, is a chronic disease in wheat production in semi-arid regions worldwide that reduces quality and crop yield [3,4]. For example, durum wheat yield losses were reported to reach 52% in Australia, 50% in USA, 46% in Iran and 44% in Tunisia [5]. Infection of seeds may decrease seed germination, reduce emergence and cause a post-emergence blight of seedlings, thus, leading to a less dense plant stand [6].
The control of these fungal diseases is mainly through a large-scale application of chemical fungicides [7]. However, this method is limited by the emergence of resistant pathogens, the adverse effects on the environment and human health [6] and the expensive costs related to the broad foliar application of these fungicides.
The seed coating technique requires few applied agents and is, thus, an alternative to reduce the pesticides applied to crops over a large area, which saves time and expenses for farmers while avoiding the uncertainty of effectiveness of such a broad distribution [8]. In addition, the use of chemical fungicides as seed coatings could not effectively control soil-borne pathogens since they do not last much beyond the seedling stage due to their rapid natural degradation [9]. An alternative approach is the application of seed coating with beneficial microorganisms, which might be able to (i) counteract the pathogenic and mycotoxigenic potential of natural populations of Fusarium surrounding the seed in infected soils, (ii) induce systemic plant resistance against pathogens [10] and (ii) maintain the symbiotic relationship between beneficial microorganisms and the plant along the growth cycle. In fact, seed biopriming using beneficial microorganisms as seed coating agents was used to induce germination, improve the emergence of seedlings and induce mechanisms of plant disease resistance [11,12]
Meyerozyma guilliermondii is a yeast reported as a biocontrol agent and inducer of plant resistance [13,14]. Trichoderma harzianum is a beneficial fungus known for its biocontrol capacity against soil-borne pathogens and its ability to trigger plant growth [15,16].
In our previous study, we reported that seed coating with M. guilliermondii and T. harzianum S. INAT stimulate seed germination, induce plant resistance against F. culmorum and improve plant growth and photosynthesis in durum wheat under controlled conditions [11,16,17]. Despite their potential under controlled conditions, their biocontrol efficiency against FHB disease of durum wheat under field conditions could be less impressive. Therefore, we explored the effect of seed coating with T. harzianum, M. guilliermondii and their combination, compared to the commercial product Panoramix, on (a) Fusarium head blight severity and yield components under field conditions and (b) carbon and nitrogen metabolism.

2. Materials and Methods

2.1. Plant Materiel

A Tunisian variety of durum wheat (Triticum turgidum L. subsp. Durum), ‘Karim’ was used in this study; the seeds were chosen as free from chemicals and were stored at room temperature (20–24 °C). This variety is known for its sensitivity to Fusarium [18] and is one of the most used durum wheat cultivars in Tunisia [19]).

2.2. Seed Coating Treatment

Before sowing, the seeds were coated with M. guilliermondii INAT (KU710283), T. harzianum (KU710282), and the combination M. guilliermondii-T. harzianum as described previously [11,20].
The coating product Agicote Rouge T17 (AEGILOPS Applications, France) was used, containing propane-1,2-diol (5–10%), polyethylene glycol mono (tristyrylphenyl) ether (5–10%) and 1,2-benzisothiasol 3(2H)-one (0.0357). The coating technique for each treatment consisted of mixing 40 μL of the coating product Agicote Rouge T17 (AEGILOPS Applications, France) with 400 μL of either the suspension of T. harzianum culture at a concentration of 106 spores·mL−1 or the suspension of M. guilliermondii culture at a concentration of 106 spores·mL−1 (water was used as a control). The combination M. guilliermondii-T. harzianum was realized by adding 200 µL of each microorganism suspension at the same concentration of 106 spores·mL−1. Then, the coating mixture was applied progressively to 10 g of wheat seeds in a continuous rotation until complete adhesion and absorption to assure homogeneous distribution of the coating mixture among seeds. The effect of the coating product was evaluated in the laboratory prior to the evaluation of the effect of coating seeds in fields. The inertness of the coating product was assured on seed germination and seedling growth.
Additionally, the product “Panoramix” was used as reference. “Panoramix” is a biological seed dressing, marketed by “Koppert”, consisting of a combination of microorganisms and additives which promote plant growth. This product is composed of Mycorrhiza (>10 propagules/mL), Trichoderma spp. (>1 × 107 CFU/mL) and Bacillus spp. (2 × 107 CFU/mL) which colonizes the roots and protects the crop during the entire cultivation season [21].

2.3. Experimental Design for Field Trials

The experiments were conducted at the Regional Field Crops Research Center (CRGC) experimental station in Oued-Beja (36.73° N, 9.23° E), located in the sub-humid bioclimatic zone of Tunisia, for three years; 2017–2018 and 2019 under rainfed conditions (Table 1). The soil type of the experimental area is mostly clay loam with pH 7.2 (Table 2). A complete random block design with three replicated plots was used. The elementary plot size was 1 × 3 m spaced by 1.5 m. Each plot consisted of 5 rows, with a row spacing of 0.15 m.
The sowing was carried out in the first week of December with a sowing density of 250 seeds/m2. Nitrogen (ammonium nitrate) was applied at 25 kg N/ha at sowing and at the stem elongation stage.

2.4. Inoculum Production and Inoculation

F. culmorum inoculum was prepared by producing F. culmorum (Wm.G.Sm.) Sacc. macroconidia. For this purpose, barley grains were soaked in water overnight, excess water was drained off, and grains were autoclaved. PDA plates colonized with F. culmorum were added to the autoclaved barley grains and incubated for 3 weeks at 25 °C.
The conidial suspension of F. culmorum was prepared by air-drying the colonized barley grains on filter paper, then grounding them in a laboratory mill and filtering through a 2-mm sieve. A final concentration of the conidial suspension of F. culmorum inoculum was set at 1 × 106 conidial mL−1.
Inoculation of wheat spikes was carried out when the plants were at the mid-flowering growth stage GS 65 (Figure 1) [22]; wheat spikes were inoculated with 1 × 106 conidia mL−1 of F. culmorum conidial suspension by spray using a CO2-pressurized knapsack sprayer, while control plants were sprayed with distilled water.

2.5. Disease Assessment

At 20 days post-inoculation, which corresponds to the early milk stage (GS 73), the disease symptoms were visually assessed in every plot (Figure 1). In each plot, 100 randomly selected heads were counted for symptomatic spikelets. The disease severity was calculated as the percentage of symptomatic spikelets per average number of spikelets [23].

2.6. Effect of Seed Coating on Yield Components and Physiological Parameters

At the early milk stage (GS 73), five leaves within each plot were selected for non-destructive measurements of leaf chlorophyll content, using a portable meter (SPAD 502 plus, Minolta, UK), and stomatal conductance of the flag leaf with a leaf porometer (Decagon, Pullman, WA, USA). In addition, the following was performed for each plot at the canopy level, canopy normalized difference vegetation index (NDVI) using a spectroradiometer (GreenSeeker@Trimble, Westminster, CO, USA) and canopy temperature using an infrared thermometer (Fluke, Everett, WA, USA). At harvest, one m2 in the central part of each plot was hand-harvested. Then, grains were collected using a shredder (Wintersteiger, LD-180, Ried im Innkreis, Austria), and grain yield (GY, Mg ha−1) was measured. The thousand kernel weight (TKW, g) was determined for one thousand grains counted by a seed counter Numigral X5 (CHOPIN Technologies, Villeneuve La Garenne, France).

2.7. Effect of Seed Coating on Total Nitrogen and Carbon Content and Stable Carbon and Nitrogen Isotope Composition

The total N and C content and stable nitrogen isotope signature in the dry matter of the mature grains and flag leaf sampled from each plot of the third field trial (2018) at the late milk stage (GS 77) were analyzed at the laboratory (University of Barcelona). Approximately 1 mg of each sample and reference materials were weighed into tin capsules and measured with an elemental analyzer (Flash1112EA; Thermo Finnigan, Bremen, Germany) coupled with an isotope ratio mass spectrometer (Delta CIRMS, Thermo Finnigan, Bremen, Germany) operating in continuous flow mode to determine the total C and N content and the stable carbon (13C/12C) and nitrogen (15N/14N) isotope ratios. The ratios were expressed in δ notation, as δ13C = (13C/12C) sample/(13C/12C) standard −1, where sample refers to the plant material and standard to Pee Dee Belemnite (PDB) calcium carbonate, and as δ15N = (15N/14N) sample/(15N/14N) standard −1, where sample refers to plant material and standard refers to N2 in air.

2.8. Statistical Analyses

The effects of the treatments and years and their interaction on FHB severity and yield components were determined through a two-factor (treatment × year) analysis of variance (ANOVA) with RStudio 1.1.463 (R Foundation for Statistical Computing, Vienna, Austria). The effects of the treatments on physiological traits, yield components and grain stable isotopic compositions were determined through a one-factor ANOVA (treatment). The least significant difference (LSD) test was used to assess the differences between the treatment means.

3. Results

3.1. Climatic Features and Sources of Variances of Three Years of Study

The severity of Fusarium head blight differed considerably among years, reflecting climatic effects. The data in Table 1 show that the experimental season 2019 is the most favorable FHB compared to the others. It was characterized by a higher number of annual precipitation and lower maximal temperatures. By contrast, the experimental season 2017 was characterized by a lower amount of precipitation and a higher maximal temperature. Another difference between the two seasons is that wheat plants received 106.2 mm of annual precipitations in May of 2019, while zero precipitation was recorded for the same month of 2017. This means that, unlike the 2017 season, the 2019 season was characterized by frequent precipitation. The analysis of variance (Tables S1 and S2) revealed a highly significant effect of treatment (T), year (Y) and their interaction (T × Y) for FHB severity (%) and grain yield (GY) (p < 0.001). The thousand kernel weight (TKW) was only significantly affected by the treatment (T) (p < 0.001).

3.2. Effect of FHB Severity on Wheat Yield Components in Control Plants

FHB was spotted in both the non-inoculated and inoculated controls; however, the severity was lower in the non-inoculated control (Table 3). The inoculation of control plants resulted in the highest level of FHB severity in 2019, reaching up to 73%, and in the lowest one in 2017, which was up to 54%. In parallel, the disease induced a reduction in grain yield in all three seasons, and the most pronounced reduction was recorded in 2019, resulting in the lowest yield of wheat, counting for 1.46 Mg·ha−1, which represents a reduction rate of 21.8%. Furthermore, the FHB attack decreased the TKW in the three cropping seasons, with a higher reduction of TKW in 2019 (Table 4).

3.3. Effect of Seed Coating Treatments on FHB Severity and Yield Components

All the treatments showed a notable potential in controlling FHB under field conditions (Table 3), with a reduced rate of FHB severity ranging from 30 to 70%. In terms of biocontrol, the treatments M. guilliermondii, T. harzianum and Panoramix were more efficient in 2017, while the combination M. guilliermondii-T. harzianum was steadily efficient in all three cropping seasons. All treatments increased the wheat yield not only with regard to the inoculated control but also to the non-inoculated control. The increase rate ranged from 25 to 68% compared to the inoculated control. T. harzianum and the combination M. guilliermondii-T. harzianum was the most efficient treatment in increasing wheat yield in all three cropping seasons. Almost all treatments increased TKW as well; however, the increase was slightly significant, and the highest TKW, reaching around 52 g, was obtained from the plants treated with combination M. guilliermondii-T. harzianum and Panoramix in 2017.

3.4. Effect of Seed Coating Treatment and FHB Severity on Physiological Traits and Isotopic Composition of Leaves and Grains

The clustered Pearson correlation matrix of all data (Figure 2) had shown a positive correlation between traits in cluster 1: [SPAD, NDVI, GY, TKW, δ15Ngrain, δ13Cleaf, Cgrainδ13Cgrain and Ngrain], and a second positive correlation between traits in cluster 2: [δ15Nleaf, canopy temperature, Nleaf, Fusarium head blight severity, stomatal conductance and Cleaf]. The impact of F. culmorum on plant status was observed in the negative correlation between FHB severity and the traits within cluster 1. The trait Cleaf was found to have insignificant correlations with almost all traits except for δ13Cleaf, stomatal conductance and Nleaf.
At the early milk stage, the inoculated control plants had significantly reduced green leaf area (NDVI) and leaf chlorophyll content (SPAD) when compared with the other treatments (Table 5 and Table S3). The inoculation increased the canopy temperature and stomatal conductance. This was associated with a decline in leaf C and N content and in the isotope compositions of δ13Cleaf and δ15Nleaf. The resultant impact of FHB at harvest included a reduction of yield and TKW, as previously mentioned, together with lower Cgrain, Ngrain, δ13Cgrain and δ15Ngrain.
At the late milk stage, and compared to the inoculated control, all treatments resulted in lower δ15Nleaf (15N/14Nleaf) content. Differently, the treatments Panoramix, T. harzianum and the combination M. guilliermondii-T. harzianum increased leaf carbon content, and δ13Cleaf(13C/12Cleaf) decreased leaf nitrogen, while M. guilliermondii decreased leaf carbon content and δ13Cleaf (13C/12Cleaf) and increased leaf nitrogen, compared to the inoculated control (Table 5).
At harvest, despite their different impact at the late milk stage, all the treatments resulted in higher Cgrain, δ13Cgrain (13C/12Cgrain), Ngrain, and δ15Ngrain (15N/14Ngrain), compared to the inoculated control (Table 5).
The combination M. guilliermondii-T. harzianum was the most stable treatment among the years and outperformed the other seed treatments by producing the highest grain yield and TKW, together with the highest NDVI, Cgrain, Cleaf and the lowest stomatal conductance, δ13Cleaf, δ15Nleaf, among treatments. The treatment that comes in second in terms of efficiency is T. harzianum, which resulted in the second-highest grain yield, highest NDVI, SPAD, Nleaf and δ15Nleaf values, the second-lowest stomatal conductance, and the lowest FHB severity and δ15Ngrain, among treatments

4. Discussion

4.1. Variability of FHB Severity and Its Impact on Physiological Traits, Yield Components and Stable Isotopic Composition

Northern Tunisia is an ecosystem favorable for fungal invasion in the field, which generally results in yield loss and quality reduction In Tunisia. The authors of [24] reported the occurrence of FHB disease on harvested durum wheat caused predominantly by F. culmorum. Previous investigations reported that Fusarium infection was considerably influenced by environmental conditions, especially temperature, rainfall and moisture during heading and flowering periods of cereals [25]. It was reported that the optimal conditions for the infection by Fusarium were the frequent rain, high humidity (92.94%) and temperature higher than 15 °C [21]. Likewise, in this study, the difference in the severity of Fusarium head blight among the years seemed relative to climatic conditions since the highest severity was under the highest and frequent precipitations and the lowest temperatures. These climatic conditions favor the survival and sporulation of the fungus on the cereal stubble debris.
Subsequently, the FHB attack exhibited a reduction in grain yield and TKW in the three cropping seasons. This supports the reported effect of F. culmorum on the reduction in yield components, 1000-kernel weight (TKW) and weight and number of kernels per head after inoculation [26]. These losses could be the result of premature bleaching of one or more infected spikelets in the cereal plant’s head [27] and/or sterility and poor grain filling caused by deterioration of transport of assimilates affecting grain composition [28,29], which all lead to shriveling or premature ripening of kernels [30].
The infection of plant tissue with fungal pathogens is closely linked to changes in metabolic pathways such as photosynthesis [9]. In this manner, our study demonstrates that the infection by FHB negatively affected the photosynthesis processes by decreasing the green leaf area (NDVI) and leaf chlorophyll content (SPAD) recorded at the grain filling. The findings of [31] corroborate our results, showing that F. culmorum decreased the photosynthetic efficiency of infected wheat ears.
Since no studies have reported the impact of FHB on the carbon and nitrogen metabolism of plants, a large part of this discussion was dedicated to gaining more insight from the results of carbon and nitrogen content and isotopic compositions in leaves and grains of non-treated plants under FHB attack. The impact of F. culmoum included a decline in leaf carbon and nitrogen content and in the isotope compositions δ13Cleaf and δ15Nleaf, at grain filling stage, and in Cgrain, Ngrain, δ13Cgrain and δ15Ngrain at harvest (Figure 3).
According to the literature, the carbon content in grains is derived from photosynthetic fixation occurring during grain filling, from the diffusion of CO2 from the air into the leaves, through the stomata, and from the earlier-assimilated carbon remobilized from vegetative organs [32]. Through these enzymatic and physical processes, C3 plants discriminate against 13C in favor of 12C, leading to a lower 13C/12C ratio, thus a higher δ13C [32]. On this basis, the decline in δ13Cleaf and δ13Cgrain indicates an increase in CO2 supply, which is supported by the increase in stomatal conductance. In fact, stomata constitute a passive gate for F. culmorum entry into the host tissue and have a crucial role since, through them, the fungus infects the spikelets internally by entering into the vascular bundles of the rachilla and rachis [33]. Considering the fact that pathogens have evolved virulence factors to counteract host stomatal defenses by either inhibiting stomatal closure or promoting stomatal opening [34], it might be assumed that F. culmorum has modulated the stomatal behavior of wheat for its own benefits.
On the other hand, the nitrogen content in grains is derived from direct nitrogen assimilation from roots during grain filling and from remobilization of earlier-assimilated nitrogen from vegetative organs to developing grains [35]. In general, during biochemical and physiological processes in plants, the heavier stable isotope 15N is discriminated against 14N, leading to a lower 15N/14N ratio, and thus, a higher δ15N [36]. The natural variation of the nitrogen isotope composition δ15N is linked to nitrogen sources used by the plant (NH4+ uptake will induce 15N enrichment compared to NO3−), to the activity of enzymes involved in the assimilation of N sources, to the nature of compounds resulting from nitrogen fractionation; proteins are generally 15N enriched compared to chlorophyll, lipids, amino sugars and alkaloids [37], and to volatilization, translocation or nitrogen recycling in the plant [35]. Thus, the decline in δ15Nleaf and δ15Ngrain in this study indicates an increase of 14N fraction in both organs, which could reflect an enhanced NH4+ uptake and assimilation [38].
The contrasting decline in leaf carbon and nitrogen content occurring during grain filling and Cgrain and Ngrain content at harvest are assumed to be a consequence of the impact of pathogen infection on primary metabolism. In our case, there are two possible scenarios (i) a shift of N and C source allocations towards the requirements of defense-related pathways that would otherwise be used for grain filling [39], thus leading to lower N and Cgrain storage; (ii) the pathogen tries to reroute the entire nutrients from the host to its advantage and thus could be considered a new sink for C sources as sugars and N sources as amino acids resulting in decreased N and C leaf and grain storage [39,40,41].

4.2. Effect of the Biostimulants on Physiological Traits

Biostimulants are considered as products modifying biochemical and physiological processes in plants, neutralizing the adverse impact of weather conditions and reducing the occurrence of diseases by stimulating plant growth, strengthening plant defense and improving nutrition efficiency leading to sustainable crop yield [24]. In our preceding experience under controlled conditions, the seed coating with Meyerozyma guilliermondii and T. harzianum S.INAT was found to achieve the seed priming state of seeds and induce plant resistance against F. culmorum [11,16]. Seed priming with a biostimulant is an effective pre-germination physiological method that induces structural and ultra-structural modifications and a change in plant hormone biosynthesis. The resulting signal could facilitate nutrient uptake and result in growth promotion, together with the induction of systemic resistance in challenged plants leading to an increase in crop yield in a sustainable manner [42]. In these terms, this study focused on evaluating the biostimulant potential of T. harzianum, M. guilliermondii and their combination, as well as Panoramix, when applied as seed coating agents, against FHB of durum wheat and the resulting grain yield and quality (carbon and nitrogen content) under field conditions.
All the treatments showed notable potential in controlling FHB severity under field conditions. Moreover, they all promoted the photosynthetic processes depicted by higher green leaf area (NDVI) and chlorophyll content (SPAD). The performance of M. guilliermondii and T. harzianum under field conditions aligned with our previous studies demonstrating their potential in inducing plant resistance against F. culmorum under controlled conditions [11,16]. In more detail, the seed coating with T. harzianum S.INAT was found to apply, under controlled conditions, to both the direct antagonist activity and indirect growth promotion and induced systemic resistance of wheat plants against foot crown rot disease [16,17]. As for M. guilliermondii, we report promotion of wheat growth and photosynthesis and control of F. culmorum attack [11].
Most importantly, all treatments improved wheat yield and grain quality by increasing the thousand kernel weight, Cgrain, Ngrain, δ13Cgrain and δ15Ngrain. The increased thousand kernel weight reflects the resistance to kernel infection by FHB, as demonstrated by [43]. These results point to an enhanced N and C uptake and assimilation during vegetative growth and remobilization during grain filling [20]. These results could be considered as the outcome of both the growth promotion impact of these treatments and their ability to mitigate the FHB adverse effects on N and C metabolism.
Despite their common positive impact on wheat end-product, the three treatments, T. harzianum, Panoramix and the combination M. guilliermondii-T. harzianum showed a different impact from that of M. guilliermondii at the early and late milk stages. This calls attention to a difference in their mode of action. The three treatments, T. harzianum, Panoramix and the combination M. guilliermondii-T. harzianum behaved similarly but differed in terms of levels. Unlike M. guilliermondii, the three treatments Panoramix, T. harzianum and the combination M. guilliermondii-T. harzianum decreased stomatal conductance compared to the inoculated control, which reflects a reduction in stomatal opening. In fact, stomatal closure is one of the first lines of defense against pathogen invasion and is involved in the resistance to FHB in wheat by intense cross-talk pathways regulating the guard cell movements in order to restrict pathogen entry into the leaves [34]. Therefore, the three treatments Panoramix, T. harzianum, and the combination M. guilliermondii-T. harzianum are most likely able to counter the behavior of F. culmorum related to stomata openings and to enhance the plant's innate immune response. Moreover, the impact of these three treatments on lowering CO2 supply (higher δ13Cleaf) could only be the limiting result of stomatal closure. There are two hypotheses that could explain their impact on increasing leaf carbon content compared to control, despite the restrained CO2 supply. The first is their ability to control FHB, thus minimizing the fungal mass and subsequently reducing the redirection of nutrients from the host to the pathogen leading to higher Cleaf content. The second is their ability to induce systemic resistance characterized by the accumulation of carbon-rich metabolites as carbohydrates, fatty acids and phenylpropanoids, which play a crucial role in wheat resistance [23], thus resulting in higher Cleaf content. The second hypothesis is backed up by our previous studies reporting that phenolic compounds and chitinase (involved in carbohydrate metabolism were highly induced in plants treated by Trichoderma and Panoramix in response to the Fusarium infection under controlled conditions [16,17]. Another common impact between the three treatments, Panoramix, T. harzianum and the combination M. guilliermondii-T. harzianum, is the increase of 14N uptake and assimilation (lower δ15Nleaf) associated with a lower leaf nitrogen content compared to control. It is suggested that the three treatments redirected plant metabolism towards the allocation of resources for the onset of defense reactions and biosynthesis of protective compounds as flavonols (carbon-based secondary compounds) rather than towards the process of protein synthesis and photosynthesis (nitrogen-containing molecules) [44], which corroborates the observed increase of leaf carbon content mentioned earlier.
Contrastingly, compared to control, the impact of M. guilliermondii on increasing CO2 supply (lower δ13Cleaf) could be attributed in part to the absence of defense-related stomatal closure. In addition, its impact on decreasing leaf carbon content compared to control, despite the higher CO2 supply, suggest that M. guilliermondii redirected plant metabolism towards the allocation of resources for the process of protein synthesis and photosynthesis (nitrogen-containing molecules) rather than towards the onset of defense reactions and biosynthesis of protective compounds as flavonols (carbon-based secondary compounds) [44]. The impact of M. guilliermondii on increasing 14N uptake and assimilation (lower δ15Nleaf) and accumulation of leaf nitrogen could not agree more with the last assumption. Indeed, our previous report dealing with M. guilliermondii stated that, under infection, it promoted photosynthesis and transpiration traits, together with higher nitrogen/carbon ratio and lower flavonols, anthocyanins and ABA in leaves [11].
The combination M. guilliermondii-T. harzianum tended to be the most stable treatment among the years and outperformed the other seed treatments by producing the highest grain yield and TKW, together with the highest NDVI, Cgrain and Cleaf, and the lowest stomatal conductance, δ13Cleaf, δ15Nleaf, among treatments (Figure 3). This suggests that the outperformance of the combination M. guilliermondii-T. harzianum could be credited in part to the enhanced carbon metabolism and could be linked to the difference between M. guilliermondii and T. harzianum in the triggered pathways involved in growth promotion, systemic resistance, photosynthesis and nutrient metabolism. These differences are thought to be synergetic or complementary and probably cover the side effects from each treatment when applied solo and set off a balanced state within the plant. More precisely, it is suggested that the limiting result of T. harzianum on stomatal closure and lowering CO2 supply could be compensated by the absence of stomatal closure in M. guilliermondii-treated plants. Moreover, at the leaf level during grain filling, the accumulation of carbon-rich metabolites and the lack of nitrogen accumulation triggered in T. harzianum-treated plants could complement the accumulation of nitrogen-containing molecules and the lack of carbon accumulation triggered in M. guilliermondii-treated plants.
The treatment that comes in second in terms of efficiency is T. harzianum, which resulted in the second-highest grain yield, the highest NDVI, SPAD, Nleaf and δ15Nleaf values, the second-lowest stomatal conductance, and the lowest FHB severity and δ15Ngrain, among treatments. This suggests that a major part of the efficiency of T. harzianum is owing to the enhanced nitrogen metabolism.

5. Conclusions

This study revealed that the seed coating with either T. harzianum or M. guilliermondii showed effectiveness in counteracting the deleterious effects of the FH Band, promoting the wheat grain yield up to a range of 25 to 68%. The impact of treatments also included the promotion of photosynthesis (based on the data of NDVI and chlorophyll content) and a higher uptake and mobilization of nitrogen and carbon towards the grains (based on the data of δ13Cgrain and δ15Ngrain). We emphasize that the seed coating with combination T. harzianum-M. guilliermondii treatment showed a high potency of biological control, grain yield improvement and thousand kernel weight, suggesting that the two microorganisms have synergetic or complementary impacts on wheat. This suggestion underlines the need to decipher the mode of action applied by the combination through advanced molecular approaches. The beneficial interaction between the combination and variety “Karim” of durum wheat gives insight into the worth of further studying the effects of the combination on other varieties of wheat in order to seek better interactions.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/microorganisms9122410/s1, Table S1: ANOVA Effect of treatments on FHB severity in durum wheat evaluated in three-year-study, Table S2: ANOVA Effect of treatments on yield components of durum wheat evaluated in three-year-study, Table S3: ANOVA Effect of the biostimulants on the physiological traits and carbon and nitrogen isotope discrimination in the 2018 cropping season.

Author Contributions

Z.K. and M.B.J. conducted the field experiment. C.K. reviewed the paper before submission. K.H. and Z.C. managed and directed the field trials at the Regional Field Crops Research Center (CRRGC) at Béja, Tunisia. M.B.J., F.C. and Z.K. conducted the collection of samples and non-destructive field measurements. M.B.J. and Z.K. analyzed results and wrote the paper under supervision. M.D.S., J.L.A. and W.H. reviewed the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This work was financially supported by the Ministry of Research and Higher Education of Tunisia [grant number LR02AGR02], the company Koppert “biological system”, The Netherlands.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is contained within the article or Supplementary Materials. The data presented in this study are available in [Supplementary Materials].

Acknowledgments

We thank the Unitat de Genòmica of the CCiTUB, JosepMatas (Servei de Camps Experimentals, University of Barcelona), for the technical assistance. The participation of J.L.A. and M.D.S. in this study was supported by the PID2019-106650RB-C21 project, from Ministerio de Ciencia e Innovación, Spain. JLA also acknowledges support from ICREA Academia, Generalitat de Catalunya, Spain.

Conflicts of Interest

The authors declare that they have no conflict of interest.

References

  1. Taha, R.S.; Seleiman, M.F.; Shami, A.; Alhammad, B.A.; Mahdi, A.H. Integrated Application of Selenium and Silicon Enhances Growth and Anatomical Structure, Antioxidant Defense System and Yield of Wheat Grown in Salt-Stressed Soil. Plants 2021, 10, 1040. [Google Scholar] [CrossRef]
  2. World Food Situation. Available online: https://www.fao.org/worldfoodsituation/csdb/en/ (accessed on 7 October 2021).
  3. Chakraborty, S.; Liu, C.; Mitter, V.; Scott, J.; Akinsanmi, O.; Ali, S.; Dill-Macky, R.; Nicol, J.; Backhouse, D.; Simpfendorfer, S. Pathogen population structure and epidemiology are keys to wheat crown rot and Fusarium head blight management. Australas. Plant Pathol. 2006, 35, 643–655. [Google Scholar] [CrossRef]
  4. Matny, O.N. Fusarium head blight and crown rot on wheat barley: Losses and health risks. Adv. Plants Agric. Res. 2015, 2, 00039. [Google Scholar] [CrossRef]
  5. Petronaitis, T.; Simpfendorfer, S.; Hüberli, D. Importance of Fusarium spp. In Wheat to Food Security: A Global Perspective. In Plant Diseases and Food Security in the 21st Century; Springer: Cham, Switzerland, 2021; pp. 127–159. [Google Scholar]
  6. Hassani, F.; Zare, L.; Khaledi, N. Evaluation of germination and vigor indices associated with Fusarium-infected seeds in pre-basic seeds wheat fields. J. Plant Prot. Res. 2019, 59, 69–85. [Google Scholar]
  7. Tini, F.; Beccari, G.; Onofri, A.; Ciavatta, E.; Gardiner, D.M.; Covarelli, L. Fungicides may have differential efficacies towards the main causal agents of Fusarium head blight of wheat. Pest Manag. Sci. 2020, 76, 3738–3748. [Google Scholar] [CrossRef] [PubMed]
  8. Porter, F.E.; Scott, J.M. Plant Seed Coating. U.S. Patent N°64 028, 6 August 1979. [Google Scholar]
  9. Ahmed, H.F.A.; Seleiman, M.F.; Al-Saif, A.M.; Alshiekheid, M.A.; Battaglia, M.L.; Taha, R.S. Biological Control of Celery Powdery Mildew Disease Caused by Erysiphe heraclei DC In Vitro and In Vivo Conditions. Plants 2021, 10, 2342. [Google Scholar] [CrossRef]
  10. Scherm, B.; Balmas, V.; Spanu, F.; Pani, G.; Delogu, G.; Pasquali, M.; Migheli, Q. F usarium culmorum: Causal agent of foot and root rot and head blight on wheat. Mol. Plant Pathol. 2013, 14, 323–341. [Google Scholar] [CrossRef]
  11. Kthiri, Z.; Jabeur, M.B.; Chairi, F.; López-Cristoffanini, C.; López-Carbonell, M.; Serret, M.D.; Hamada, W. Exploring the Potential of Meyerozyma guilliermondii on Physiological Performances and Defense Response against Fusarium Crown Rot on Durum Wheat. Pathogens 2021, 10, 52. [Google Scholar] [CrossRef] [PubMed]
  12. Kthiri, Z.; Jabeur, M.B.; Machraoui, M.; Gargouri, S.; Hiba, K.; Hamada, W. Coating seeds with Trichoderma strains promotes plant growth and enhance the systemic resistance against Fusarium crown rot in durum wheat. Egypt J. Biol. Pest Control 2020, 30, 1–10. [Google Scholar] [CrossRef]
  13. Lahlali, R.; Hamadi, Y.; Jijakli, M.H. Efficacy assessment of Pichia guilliermondii strain Z1, a new biocontrol agent, against citrus blue mould in Morocco under the influence of temperature and relative humidity. Biol. Control 2011, 56, 217–224. [Google Scholar] [CrossRef]
  14. Zhao, Y.; Tu, K.; Shao, X.; Jing, W.; Su, Z. Effects of the yeast Pichia guilliermondii against Rhizopus nigricans on tomato fruit. Postharvest Biol. Technol. 2008, 49, 113–120. [Google Scholar] [CrossRef]
  15. Li, Y.; Sun, R.; Yu, J.; Saravanakumar, K.; Chen, J. Antagonistic and biocontrol potential of Trichoderma asperellum ZJSX5003 against the maize stalk rot pathogen Fusarium graminearum. Indian J. Microbiol. 2016, 56, 318–327. [Google Scholar] [CrossRef] [Green Version]
  16. Hewedy, O.A.; Abdel Lateif, K.S.; Seleiman, M.F.; Shami, A.; Albarakaty, F.M.; El-Meihy, R.M. Phylogenetic diversity of Trichoderma strains and their antagonistic potential against soil-borne pathogens under stress conditions. Biology 2020, 9, 189. [Google Scholar] [CrossRef]
  17. Kthiri, Z.; Jabeur, M.B.; Omri, N.; Hamada, W. Effect of coating seeds with Trichoderma harzianum (S. INAT) on the oxidative stress induced by Fusarium culmorum in durum wheat. J. New Sci. 2020, 77, 4523–4532. [Google Scholar]
  18. Chekali, S.; Gargouri, S.; Paulitz, T.; Nicol, J.M.; Rezgui, M.; &Nasraoui, B. Effects of Fusarium culmorum and water stress on durum wheat in Tunisia. Crop Pro. 2011, 30, 718–725. [Google Scholar] [CrossRef]
  19. Rezgui, M.; BenMechlia, N.; Bizid, E.; Kalboussi, R.; Hayouni, R. Etude de la stabilité du rendement de blé dur dans différentes régions de la Tunisie. L’amélioration du blé durdans la région méditerranéenne: Nouveaux défis. Cah. Options Mediterr. 2000, 40, 167–172. [Google Scholar]
  20. Ben-Jabeur, M.; Kthiri, Z.; Harbaoui, K.; Belguesmi, K.; Serret, M.D.; Araus, J.L.; Hamada, W. Seed coating with thyme essential oil or Paraburkholderia phytofirmans PsJN strain: Conferring Septoria leaf blotch resistance and promotion of yield and grain isotopic composition in wheat. Agronomy 2019, 9, 586. [Google Scholar] [CrossRef] [Green Version]
  21. Bicakci, T.; Aksu, E.; Arslan, M. Effect of seed coating on germination, emergence and early seedling growth in alfalfa (Medicago sativa L.) under salinity conditions. Fresenius Environ. Bull. 2018, 27, 6978. [Google Scholar]
  22. Abdallah-Nekache, N.; Laraba, I.; Ducos, C.; Barreau, C.; Bouznad, Z.; Boureghda, H. Occurrence of Fusarium head blight and Fusarium crown rot in Algerian wheat: Identification of associated species and assessment of aggressiveness. Eur. J. Plant Pathol. 2019, 154, 499–512. [Google Scholar] [CrossRef]
  23. Zadoks, J.C.; Chang, T.T.; Konzak, C.F. A decimal code for the growth stages of cereals. Weed Res. 1974, 14, 415–421. [Google Scholar] [CrossRef]
  24. Hamzehzarghani, H.; Kushalappa, A.C.; Dion, Y.; Rioux, S.; Comeau, A.; Yaylayan, V.; Marshall, W.D.; Mather, D.E. Metabolic profiling and factor analysis to discriminate quantitative resistance in wheat cultivars against Fusarium head blight. Physiol. Mol. Plant Pathol. 2005, 66, 119–133. [Google Scholar] [CrossRef]
  25. Kammoun, L.G.; Gargouri, S.; Barreau, C.; Richard-Forget, F.; Hajlaoui, M.R. Trichothecene chemotypes of Fusarium culmorum infecting wheat in Tunisia. Int. J. Food Microbiol. 2010, 140, 84–89. [Google Scholar] [CrossRef] [PubMed]
  26. Doohan, F.M.; Brennan, J.; Cooke, B.M. Influence of climatic factors on Fusarium species pathogenic to cereals. In Epidemiology of Mycotoxin Producing Fungi; Springer: Dordrecht, The Netherland, 2003; pp. 755–768. [Google Scholar]
  27. Golinski, P.; Kaczmarek, Z.; Kiecana, I.; Wisniewska, H.; Kaptur, P.; Kostecki, M.; &Chelkowski, J. Fusarium head blight of common Polish winter wheat cultivars–comparison of effects of Fusarium avenaceum and Fusarium culmorum on yield components. J. Phytopathol. 2002, 150, 135–141. [Google Scholar] [CrossRef]
  28. Salgado, J.D.; Madden, L.V.; Paul, P.A. Quantifying the effects of Fusarium head blight on grain yield and test weight in soft red winter wheat. Phytopathology 2015, 105, 295–306. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  29. Martin, C.; Schöneberg, T.; Vogelgsang, S.; Vincenti, J.; Bertossa, M.; Mauch-Mani, B.; Mascher, F. Factors of wheat grain resistance to Fusarium head blight. Phytopathol. Mediterr. 2017, 56, 154–166. [Google Scholar]
  30. Spanic, V.; Marcek, T.; Abicic, I.; Sarkanj, B. Effects of Fusarium head blight on wheat grain and malt infected by Fusarium culmorum. Toxins 2018, 10, 17. [Google Scholar] [CrossRef] [Green Version]
  31. Lemmens, M.; Haim, K.; Lew, H.; Ruckenbauer, P. The Effect of Nitrogen Fertilization on Fusarium Head Blight Development and Deoxynivalenol Contamination in Wheat. J. Phytopathol. 2004, 152, 1–8. [Google Scholar] [CrossRef]
  32. Bauriegel, E.; Giebel, A.; Herppich, W.B. Hyperspectral and chlorophyll fluorescence imaging to analyse the impact of Fusarium culmorum on the photosynthetic integrity of infected wheat ears. Sensors 2011, 11, 3765–3779. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Ghashghaie, J.; Tcherkez, G. Isotope ratio mass spectrometry technique to follow plant metabolism: Principles and applications of 12C/13C isotopes. Adv. Bot. Res. 2013, 67, 377–405. [Google Scholar]
  34. Kang, Z.; Buchenauer, H. Ultrastructural and immunocytochemical investigation of pathogen development and host responses in resistant and susceptible wheat spikes infected by Fusarium culmorum. Physiol. Mol. Plant Pathol. 2002, 57, 255–268. [Google Scholar] [CrossRef]
  35. Francesconi, S.; Balestra, G.M. The modulation of stomatal conductance and photosynthetic parameters is involved in Fusarium head blight resistance in wheat. PLoS ONE 2020, 15, e0235482. [Google Scholar] [CrossRef]
  36. Sanchez-Bragado, R.; Serret, M.D.; Araus, J.L. The nitrogen contribution of different plant parts to wheat grains: Exploring genotype, water, and nitrogen effects. Front. Plant Sci. 2017, 7, 19–86. [Google Scholar] [CrossRef] [Green Version]
  37. He, X.; Xu, M.; Qiu, G.Y.; Zhou, J. Use of 15N stable isotope to quantify nitrogen transfer between mycorrhizal plants. J. Plant Ecol. 2009, 2, 107–118. [Google Scholar] [CrossRef] [Green Version]
  38. Marshall, J.D.; Brooks, J.R.; Lajtha, K. Sources of variation in the stable isotopic composition of plants. In Stable Isotopes in Ecology and Environmental Science, 2nd ed.; Michener, R., Lajtha, K., Eds.; Wiley-Blackwell: Malden, MA, USA, 2007; Volume 2, pp. 22–60. [Google Scholar]
  39. Foscari, A.; Leonarduzzi, G.; Incerti, G. N uptake, assimilation and isotopic fractioning control δ 15N dynamics in plant DNA: A heavy labelling experiment on Brassica napus L. PLoS ONE 2021, 16, e0247842. [Google Scholar] [CrossRef]
  40. Fagard, Alban Launay, Gilles Clément, Julia Courtial, Alia Dellagi, Mahsa Farjad, Anne Krapp, Marie-Christine Soulié, Céline Masclaux-Daubresse, Nitrogen metabolism meets phytopathology. J. Exp. Bot. 2014, 65, 5643–5656.
  41. Pageau, K.; Reisdorf-Cren, M.; Morot-Gaudry, J.F.; Masclaux-Daubresse, C. The two senescence-related markers, GS1 (cytosolic glutamine synthetase) and GDH (glutamate dehydrogenase), involved in nitrogen mobilization, are differentially regulated during pathogen attack and by stress hormones and reactive oxygen species in Nicotiana tabacum L. leaves. J. Exp. Bot. 2006, 57, 547–557. [Google Scholar] [PubMed]
  42. Keane, P. How pathogens attack plants. Microbiol. Aust. 2012, 33, 26–28. [Google Scholar] [CrossRef]
  43. Castro, G.A.T.D. Chitosan as Seed Soaking Agent: Germination and Growth of Coriandrum Sativum and Solanum Lycopersicum. Doctoral Dissertation, Escola Superior de Turismo e Tecnologia do Mar, Peniche, Portugal, 2018. [Google Scholar]
  44. Goulas, Y.; Cerovic, Z.G.; Cartelat, A.; Moya, I. Dualex: A new instrument for field measurements of epidermal ultraviolet absorbance by chlorophyll fluorescence. Appl. Opt. 2004, 43, 4488–4496. [Google Scholar] [CrossRef] [PubMed]
Microorganisms 09 02410 g001 550
Figure 1. Illustration of the timeline of the field experiment; six manipulative steps are shown along the experiment timeline: (1) seed coating with 3 treatments (M. guilliermondii; the combination M. guilliermondii-T. harzianum; “Panoramix”) plus the non-inoculated and inoculated controls (each on 3 replicated pots) at one hour before sowing; (2) sowing; (3) aerial inoculation of wheat spikes with F. culmorum at the mid-flowering growth stage. (4) At 20 days post-inoculation (at the early milk stage), destructive sampling for disease assessment (100 heads per plot) and non-destructive measurements at the flag leaf level (NDVI, SPAD, stomatal conductance, canopy temperature); (5) collection of flag leaf samples for N/C content and isotopic compositions. (6) At harvest, quantification of grain yield, TKW, and grain sampling for N/C content and isotopic compositions. See methods for further details.
Figure 1. Illustration of the timeline of the field experiment; six manipulative steps are shown along the experiment timeline: (1) seed coating with 3 treatments (M. guilliermondii; the combination M. guilliermondii-T. harzianum; “Panoramix”) plus the non-inoculated and inoculated controls (each on 3 replicated pots) at one hour before sowing; (2) sowing; (3) aerial inoculation of wheat spikes with F. culmorum at the mid-flowering growth stage. (4) At 20 days post-inoculation (at the early milk stage), destructive sampling for disease assessment (100 heads per plot) and non-destructive measurements at the flag leaf level (NDVI, SPAD, stomatal conductance, canopy temperature); (5) collection of flag leaf samples for N/C content and isotopic compositions. (6) At harvest, quantification of grain yield, TKW, and grain sampling for N/C content and isotopic compositions. See methods for further details.
Microorganisms 09 02410 g001
Microorganisms 09 02410 g002 550
Figure 2. The Pearson’s correlation matrix among physiological traits, Fusarium head blight severity, yield components and grain stable isotope composition (2018 field trial). Traits; C: carbon, N: nitrogen, 13C: δ13C, 15N: δ15N, GY: grain yield, TKW: thousand kernel weight, CT: canopy temperature, F severity: Fusarium head blight severity, SC: stomatal conductance. The darker, bigger blue squares indicate a stronger positive correlation. The darker, bigger red squares indicate a stronger negative correlation. Crossed cells indicate statistically insignificant correlations. Black rectangles indicate the traits that have a similar pattern of correlation according to hierarchical clustering.
Figure 2. The Pearson’s correlation matrix among physiological traits, Fusarium head blight severity, yield components and grain stable isotope composition (2018 field trial). Traits; C: carbon, N: nitrogen, 13C: δ13C, 15N: δ15N, GY: grain yield, TKW: thousand kernel weight, CT: canopy temperature, F severity: Fusarium head blight severity, SC: stomatal conductance. The darker, bigger blue squares indicate a stronger positive correlation. The darker, bigger red squares indicate a stronger negative correlation. Crossed cells indicate statistically insignificant correlations. Black rectangles indicate the traits that have a similar pattern of correlation according to hierarchical clustering.
Microorganisms 09 02410 g002
Microorganisms 09 02410 g003 550
Figure 3. Schematic representation of the impact of FHB disease and the highest yielding treatment M. guilliermondii-T. harzianum on physiological traits, grain yield and N/C metabolism in durum wheat.
Figure 3. Schematic representation of the impact of FHB disease and the highest yielding treatment M. guilliermondii-T. harzianum on physiological traits, grain yield and N/C metabolism in durum wheat.
Microorganisms 09 02410 g003
Table
Table 1. The climatic conditions (temperature, precipitation and humidity) of the three years in the experimental station of Oued Beja.
Table 1. The climatic conditions (temperature, precipitation and humidity) of the three years in the experimental station of Oued Beja.
ParameterMean Temperature (°C)Precipitation (mm)
Season2016–20172017–20182018–20192016–20172017–20182018–2019
November15.6316.6515.256067.874
December12.6311.251140.884.860.4
January8.712.158119.244.4138.4
February13.1511.7510.296.489.849.8
March13.314.913.625.689.155
April16.5517.415.542.417.837
May21.322.8517.3048.9106.2
June28.327.2526.2519.84.20
Sum/Average16.19516.77514.6375404.2446.8520.8
Table
Table 2. The soil’s physicochemical characteristics of Oued Beja station.
Table 2. The soil’s physicochemical characteristics of Oued Beja station.
pH 7.2
Soil Type Vertosol (Texture: Clay Loam)
Composition of Soil
DepthClay (%)Loam (%)Sand (%)Mineral N (ppm)Total N (%)
0–2067.522.5108590.17
20–406523.711.3934.70.16
Table
Table 3. Effect of treatments on FHB severity in durum wheat evaluated in a three-year study.
Table 3. Effect of treatments on FHB severity in durum wheat evaluated in a three-year study.
Treatments
YearNICICCMCPCTCC
201715.1 ± 0.754.3 ± 0.516.3 ± 1.517.0 ± 2.017.3 ± 0.522.5 ± 0.5
201823.3 ± 1.262.3 ± 0.538.6 ± 0.530.1 ± 1.022.1 ± 1.222.8 ± 0.7
201926.6 ± 0.273.1 ± 0.740.0 ± 1.040.1 ± 0.741.1 ± 1.024.6 ± 0.5
Comparison IR (%)RR compared to inoculated control (IC) (%)
2017 72.169.9868.768.158.5
2018 62.637.9751.664.463.3
2019 63.645.3245.143.766.29
NIC: non-inoculated-control; IC: inoculated control; CM: coated with M. guilliermondii; CT: coated with T. harzianum; CP: coated with Panoramix; CC: coated with combination M. guilliermondii-T. harzianum; IR: increase rate; RR: reduction rate.
Table
Table 4. Effect of treatments on yield components of durum wheat evaluated in a three-year study.
Table 4. Effect of treatments on yield components of durum wheat evaluated in a three-year study.
Traits Treatments
YearNICICCMCPCTCC
Grain yield (Mg/ha)20172.62 ± 0.622.17 ± 0.483.70 ± 0.163.40 ± 0.286.38 ± 0.01 6.82 ± 0.03
20182.41 ± 0.172.01 ± 0.083.60 ± 0.232.70 ± 0.264.02 ± 0.176.37 ± 0.03
20191.87 ± 0.171.46 ± 0.312.76 ± 0.252.86 ± 0.242.64 ± 0.122.77 ± 0.03
Comparison RR (%)IR compared to inoculated control (IC) (%)
2017 17.341.436.366.068.2
2018 16.644.125.549.968.3
2019 21.847.148.844.747.3
Thousand Kernels weigh (TKW) (g)201749.2 ± 0.248.1 ± 0.650.9 ± 0.251.9 ± 0.950.3 ± 0.252.6 ± 0.8
201839.9 ± 0.638.8 ± 0.242.9 ± 1.442.1 ± 3.341.9 ± 0.845.9 ± 0.5
201939.8 ± 0.737.7 ± 1.041.9 ± 0.936.2 ± 1.937.8 ± 0.939.0 ± 0.2
Comparison RR (%)IR compared to inoculated control (IC) (%)
2017 2.25.47.24.28.5
2018 2.99.67.97.415.5
2019 5.410.2−4.20.33.3
NIC: non-inoculated-control; IC: inoculated control; CM: coated with M. guilliermondii; CT: coated with T. harzianum; CP: coated with Panoramix; CC: coated with combination M. guilliermondii-T. harzianum; IR: increase rate; RR: reduction rate.
Table
Table 5. Effect of the biostimulants on the physiological traits and carbon and nitrogen isotope discrimination in the 2018 cropping season.
Table 5. Effect of the biostimulants on the physiological traits and carbon and nitrogen isotope discrimination in the 2018 cropping season.
Yield ComponentsPhysiological Traits
GSHarvestthe Early Milk Stage (GS 73)
TraitsGY (Mg/ha)TKW (g)FHB (%)NDVISPADCT (°C)SC (mmol.m−2.s−1)
NIC2.41 ± 0.1739.96 ± 0.6823.33 ± 1.20.70 ± 0.00345.19 ± 0.2222.06 ± 0.4276.8 ± 30.5
IC2.01 ± 0.0838.80 ± 0.2662.33 ± 0.50.66 ± 0.04042.39 ± 2.0022.76 ± 0.5249.9 ± 1.3
CM3.60 ± 0.2342.90 ± 1.4238.66 ± 0.50.72 ± 0.01745.81 ± 0.4120.16 ± 0.5 276.8 ± 30.5
CP2.70 ± 0.2642.13 ± 3.3130.16 ± 1.00.77 ± 0.01848.94 ± 0.5120.96 ± 0.3249.5 ± 0.6
CT4.02 ± 0.1741.92 ± 0.8922.16 ± 1.20.80 ± 0.00350.49 ± 0.8319.26 ± 0.05220.0 ± 21.7
CC6.37 ± 0.0345.93 ± 0.5822.83 ± 0.70.79 ± 0.00646.80 ± 0.6419.03 ± 0.2212.3 ± 31.1
The carbon and nitrogen content and isotope discrimination
GSThe late milk stage (GS 77)Harvest
TraitsCleaf(%, g DW)δ13Cleaf (‰)Nleaf (%, g DW)δ15Nleaf (‰)Cgrain (%, g DW)δ13Cgrain (‰)Ngrain (%, g DW)δ15Ngrain (‰)
NIC40.58 ± 0.29−29.14 ± 0.113.06 ± 0.0574.26 ± 0.0741.80 ± 0.11−25.45 ± 0.012.06 ± 0.0192.58 ± 0.07
IC39.20 ± 0.38−29.27 ± 0.042.73 ± 0.244.13 ± 0.0639.19 ± 0.43−25.75 ± 0.081.85 ± 0.0741.38 ± 0.33
CM37.03 ± 0.55−29.42 ± 0.043.15 ± 0.079 2.51 ± 0.1142.39 ± 0.28−25.18 ± 0.052.00 ± 0.0162.21 ± 0.2
CP40.00 ± 0.004−28.81 ± 0.091.70 ± 0.143.33 ± 0.3941.26 ± 0.23−25.31 ± 0.072.24 ± 0.0283.28 ± 0.02
CT39.79 ± 0.067−28.95 ± 0.051.43 ± 0.0064.01 ± 0.04 40.70 ± 0.16−25.56 ± 0.061.94 ± 0.0151.87 ± 0.11
CC40.22 ± 0.11−27.80 ± 0.232.19 ± 0.052.04 ± 0.1240.39 ± 0.29−25.49 ± 0.022.16 ± 0.0082.89 ± 0.28
GS: growth stage; FHB: Fusarium head blight; CT: canopy temperature; SC: stomatal conductance; Cleaf: leaf carbon content; Nleaf: leaf nitrogen content; NIC: non-inoculated, control; IC: inoculated control; CM: coated with M. guilliermondii; CT: coated with T. harzianum; CP: coated with Panoramix; CC: coated with combination M. guilliermondii-T. harzianum. At the early milk stage, all the treatments resulted in higher NDVI and SPAD values and lower values of canopy temperature. Differently, the treatments Panoramix, T. harzianum, and the combination M. guilliermondii-T. harzianum decreased stomatal conductance compared to inoculated control, while no effect was observed for M. guilliermondii (Table 5).
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Kthiri, Z.; Jabeur, M.B.; Harbaoui, K.; Karmous, C.; Chamekh, Z.; Chairi, F.; Serret, M.D.; Araus, J.L.; Hamada, W. Comparative Performances of Beneficial Microorganisms on the Induction of Durum Wheat Tolerance to Fusarium Head Blight. Microorganisms 2021, 9, 2410. https://doi.org/10.3390/microorganisms9122410

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Kthiri Z, Jabeur MB, Harbaoui K, Karmous C, Chamekh Z, Chairi F, Serret MD, Araus JL, Hamada W. Comparative Performances of Beneficial Microorganisms on the Induction of Durum Wheat Tolerance to Fusarium Head Blight. Microorganisms. 2021; 9(12):2410. https://doi.org/10.3390/microorganisms9122410

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Kthiri, Zayneb, Maissa Ben Jabeur, Kalthoum Harbaoui, Chahine Karmous, Zoubeir Chamekh, Fadia Chairi, Maria Dolores Serret, Jose Luis Araus, and Walid Hamada. 2021. "Comparative Performances of Beneficial Microorganisms on the Induction of Durum Wheat Tolerance to Fusarium Head Blight" Microorganisms 9, no. 12: 2410. https://doi.org/10.3390/microorganisms9122410

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