Abstract
The scarcity of freshwater for agriculture in many regions has led to the application of sewage and saline water for irrigation. Irrigation with non-conventional water sources could become a non-harmful process for plant cultivation, and the effects of their use on crops should be monitored in order to develop optimal management strategies. One possibility to overcome potential barriers is to use biostimulants such as Trichoderma spp. fungi. Tomato is a crop of great economic importance in the world. This study investigated the joint effects of Trichoderma afroharzianum T-22 on tomato plants irrigated with simulated unconventional waters. The experiment consisted of a control and three water treatments. In the control, the plants were watered with distilled water. The three water treatments were obtained by using an irrigation water added with nitrogen, a wastewater effluent, and a mixed groundwater-wastewater effluents. Potted tomato plants (variety Bobcat) were grown in a controlled growth chamber. Antioxidant activity, susceptibility to the aphids Macrosiphum euphorbiae, and tomato plant growth parameters were estimated. Trichoderma afroharzianum T-22 had a positive effect on plant growth and antioxidant defenses when plants were irrigated with distilled water. Instead, no significant morphological effects induced by T. afroharzianum T-22 on plants were observed when unconventional water was used for irrigation. However, inoculation with T. afroharzianum T-22 activated a stress response that made the colonized plants more susceptible to aphid development and increased their fecundity and longevity. Thanks to this study, it may be possible for the first time to open a new discussion on the practical possibility of using reclaimed wastewater for crop irrigation with the addition of a growth-promoting fungal symbiont.
Supplementary Information
The online version contains supplementary material available at 10.1007/s11356-024-32407-w.
Keywords: Trichoderma afroharzianum T-22, Simulated wastewater effluent, Salinity stress, Irrigation, Aphids, Antioxidant, Plant growth
Introduction
One of the most urgent recommendations from the European Community and the Organisation for Economic Co-operation and Development (OECD) is to increase efforts to reduce freshwater consumption and preserve this natural resource, which is becoming increasingly scarce (Directive EU 2020; OECD 2023a). Avoiding environmental contamination and withdrawing freshwater for irrigation has become imperative. An increasingly widespread initiative is the recycling of treated wastewater. To this end, it is necessary to improve wastewater treatment technologies by reducing the content of organic and inorganic contaminants. It may therefore be necessary to enhance wastewater treatment plants (WWTPs) by implementing tertiary stages capable of removing even recalcitrant pollutants (OECD 2023a). It may be useful to plan irrigation trials on widely cultivated crops to obtain information on the practical feasibility of reusing wastewater and to test their resistance to pests. In the case of excessive salt accumulation in the soil, growth-promoting bacterial or fungal inoculants can be used to mitigate the negative effects of this stress (OECD 2023b).
One of the most worrying limitations of wastewater recycling in agriculture may be its excessive salinity, which is often not reduced by the primary and secondary treatment typically applied in WWTPs (Jaramillo and Restrepo 2017). It is documented that about 20% of all arable land is under severe salinity stress (Shahid et al. 2018). Salts accumulate in the soil when water used for irrigation is lost by high evaporation from the soil surface, as its removal by aerial parts of crops is insignificant (Qadir et al. 2001). Salt-affected soils are mostly found in arid and semi-arid regions, but their occurrence is likely to increase as a result of climate change. Salinity has several detrimental effects on plants exposed to this stress. Two phases of plant responses to salinity stress can be distinguished. The first one is a rapid ion-independent growth reduction that causes stomatal closure and inhibition of shoot cell expansion; the second one takes place over days or weeks and is related to cytotoxic ion levels, causing premature senescence and ultimately cell death (Munns et al. 2002; Roy et al. 2014; Isayenkov and Maathuis 2019). Plant growth, plant weight, number of leaves, photosynthetic pigments, and protein content are negatively affected by salinity (Kumar et al. 2017). In plants, high salt levels are associated with oxidative stress due to the generation of reactive oxygen species (ROS), leading to protein, lipid, DNA, chlorophyll, and cell damage (Bai et al. 2018; Isayenkov and Maathuis 2019; Mohammadi et al. 2021). Therefore, detoxification of ROS is a potential strategy for salinity tolerance. Tomato plants produce enzymatic and non-enzymatic compounds to prevent harmful effects of ROS, and the production of antioxidants can vary with salt concentration (Roșca et al. 2023). Under abiotic (drought, salinity, etc.) and biotic (pests and diseases) stress, the accumulation of secondary metabolites such as phenolic compounds, flavonoids, and proline is essential for plant survival (Ghodoum Parizipour et al. 2021).
Exposure to elevated salinity stress can shape the population dynamics of insect pests in an agroecosystem by altering plant growth and physiology (Roșca et al. 2023). Plants under drought or salinity stress increase their chemical defenses, reducing the nutritional quality for herbivorous insects, with positive, negative, or non-significant effects on pest populations, depending on the insect species and host plant (Huberty and Denno 2004; Rivelli et al. 2013; Dong et al. 2020; Ghodoum Parizipour et al. 2021; Shannag et al. 2021). For example, in the model system of tomato plants and the potato aphid Macrosiphum euphorbiae (Thomas), salinity stress negatively affected plant growth, aphid survival, and fecundity via cascading effects (Dong et al. 2020). The same reduction in survival and fecundity was observed in the cereal aphid Rhopalosiphum padi L. feeding on salt-stressed wheat plants, which may be related to an increase in the biosynthesis of phenolics and free proline in the plants (Ghodoum Parizipour et al. 2021).
The deleterious effects of salinity on tomato plants can be mitigated by strategies such as plant priming or genetic modification techniques. Avirulent opportunistic endophytic plant growth-promoting fungi of the genus Trichoderma promote resistance and mitigate the effects of biotic and abiotic stresses by producing phytohormones and antioxidants (Harman et al. 2004; Shoresh et al. 2010; Studholme et al. 2013). Trichoderma spp. inoculation improves plant resistance to moderate salinity stress in the medium term by promoting root development, increasing antioxidant activity, and enhancing photosynthetic capacity (Cheng et al. 2023). For example, maize (Zea mays L.) plants inoculated with T. asperellum increased their salt tolerance by reducing the symptoms of oxidative damage. The fungus improved the ionic balance, altered the expression of genes related to oxidative stress, increased the amount of non-enzymatic antioxidants, and thus reduced the accumulation of reactive oxygen species (Fu et al. 2017). In vitro and greenhouse experiments have shown that T. asperellum F-01763 increases the total proline content of tomatoes and this reduces salt stress (Kashyap et al. 2020). Plants colonized by T. harzianum changed their metabolic machinery, showing higher levels of compounds such as peroxidases and phenols, giving the plant a lasting resistance to stress (Harman et al. 2004). In maize, Trichoderma spp. have been shown to reduce the adverse effects on plant growth under moderate salinity stress conditions (Kumar et al. 2017). Trichoderma virens and T. atroviride promote plant growth in Arabidopsis under salinity stress through auxin signaling, inducing lateral roots and root hairs (Contreras-Cornejo et al. 2014).
Plants are the first level of the trophic chain that includes herbivorous insects and predators, and the effect of Trichoderma colonization on plant-insect interactions is controversial. Aphids of the species M. euphorbiae developed on tomato plants colonized by T. longibrachiatum MK1 showed an increase in their population growth due to the increased nutritional value of the plant. However, their predators and parasitoids are also more attracted to inoculated plants (Battaglia et al. 2013). On the other hand, long-term survival of M. euphorbiae was significantly reduced in tomato plants colonized by T. atroviride as a result of the upregulation of genes encoding for protective enzymes belonging to the oxidative defense compartment (Coppola et al. 2019a). Similar results were obtained by Coppola et al. (2019b) with T. harzianum T-22 (subsequently re-identified as T. afroharzianum T-22). To date, the combined effects of irrigation with unconventional water and Trichoderma inoculation on plant and aphid performance in tomato have not been documented.
In this study, we investigated the effects of irrigation with simulated unconventional waters on potted tomato plants and the potential use of the endophytic plant growth-promoting fungus T. afroharzianum strain T-22 to mitigate the adverse effects. The experiment consisted of a control and three water treatments. In the control, the plants were watered with distilled water. The three water treatments were obtained by using an irrigation water added with nitrogen, a wastewater effluent, and a mixed groundwater-wastewater effluent (Polo-López et al. 2012 with some modification). Municipal wastewater treatment plants typically treat wastewater with nitrate concentrations up to 200 mg/L NO3-N (Glass and Silverstein 1999). For example, soils in Mediterranean countries where wastewater is used for irrigation have a high N content (30 mg/L). In addition, Mediterranean soils that have been irrigated with wastewater for years have high conductivity (Ortega-Pozo et al. 2022). Nitrogen compounds that accumulate in the soil can lead to many potentially negative effects on plant growth as a result of overfertilization (Albornoz 2016). In the present experiment, we added large amounts of NO3 (about 470 mg/L) to the water treatments to get as close as possible to a real scenario where wastewater reuse is a common agricultural practice and, therefore, where there is a need to overcome the possible obstacle of salt accumulation in the soil.
Plant growth parameters and performance of M. euphorbiae, a common tomato insect pest causing direct damage (Walgenbach 1997) and virus transmission (Braithwaite and Blake 1961), were measured at different combinations of unconventional water irrigation and fungal inoculation. We also measured the response of the plant antioxidant defenses through the synthesis of specialized metabolites (polyphenols and flavonoids) and antioxidant activity (radical-scavenging activity and reducing power).
Materials and methods
Tomato plants and fungus inoculation
Seeds of cultivated tomato (Solanum lycopersicum L.) F1 hybrid line “Bobcat” were obtained from a commercial seed company (Syngenta, Italy). Seeds were kept for germination on wet cotton disks in the dark in sterile Petri dishes at 21 ± 1 °C and after 1 week were planted in small pots (2.5-cm diameter and 5-cm height) in alveolate containers with sterile soil (composition: peat, coconut fiber, and perlite) under controlled conditions in a climatic growth chamber at 21 ± 1 °C, 65 ± 5% relative humidity, with a photoperiod of 16:8-h light/dark.
The tomato seedlings were grown for 1 month until the first two true leaves appeared. During this phase, the seedlings were watered three times a week with tap water, and after 2 weeks, the plants were supplied with 10 mL of 0.3% NPK (7.5-3-6 + Fe and microelements) nutrient solution PIANTE VERDI (Compo®, Ravenna, Italia). At the same time, half of the pots were inoculated with Trichoderma afroharzianum T-22 (“Trichoderma afroharzianum T-22 colonization” section).
After 1 month, tomato seedlings, uniform in size, were transplanted into bigger biodegradable pots (7.5-cm height × 9.5-cm top diameter × 7-cm bottom diameter) containing 145 g of synthetic soil. The artificial soil was a mixture of peat (40% w/w), perlite (40% w/w), sand (10% w/w), and clay (10% w/w). The pots used in this study are made of wood fiber, peat, and cellulose and increase water dispersion compared to plastic pots. The plants were grown in a climate chamber at 23 ± 2 °C, 50 ± 5% relative humidity for 36 days. The lights used for plant growth consisted of a 20-W, 130-lm/W white LED tubes (6500 K) coupled with a 36 W, 100-lm/W full-spectrum LED tubes. A schematic representation of the experimental design is shown in Figure S1.
Trichoderma afroharzianum T-22 colonization
Tomato plants were inoculated with the fungus Trichoderma afroharzianum Rifai strain KRL-AG2 T-22 (formerly Trichoderma harzianum T-22; Chaverri et al. 2015), a commercial purified strain that disperses in water (Trianum-P, KOPPERT B.V., Berkel en Rodenrijs, The Netherlands). Before starting the experiments, the viability of the commercial stock formulation of T. afroharzianum T-22 was confirmed in the laboratory by counting the number of colony-forming units after 24 h of incubation at 25 °C in the dark, as previously described by Forlano et al. (2022).
Two independent fungal inoculations were carried out on tomato plants. The first inoculation was carried out immediately after transplanting the germinated seeds into the pot containers. The germinated seeds were watered using a fresh solution of 4 g of the commercial product dissolved in 1 L of distilled water (1 × 109 colony forming units/g of viable T. afroharzianum T-22 spores), 10 mL of solution per seed. Control seeds were treated with only distilled water. The inoculations were repeated after 3 weeks when the seedlings were transplanted into larger pots with synthetic soil.
The second inoculation was done immediately after transplanting; the seedlings were watered with 2 g of commercial product dissolved in 1 L of distilled water, 75 mL solution/pot. The control plants were watered using the same amount of distilled water. Based on our previous experiments (Caccavo et al. 2022; Forlano et al. 2022), 100% of fungal colonization was obtained following this experimental procedure; however, to ensure the presence of the symbiotic fungus throughout the experiment, fungal colonization was also confirmed by strain isolation on potato dextrose agar (PDA) medium. At the end of the experiments, a fraction of the tomato roots was collected from a sub-sample of eight control and eight inoculated plants (two per treatment). The roots of each plant were carefully washed to remove soil, cut into 2 cm long, immersed in a 70% hydroalcoholic solution, then in a 1% sodium hypochlorite solution, and finally washed with sterile distilled water. The prepared root was placed on Petri plates with PDA medium supplemented with streptomycin sulfate (0.05%). The plates were incubated for 7 days at 25 ± 1 °C, and the presence of the fungus was determined.
Experimental design
The experiment consisted of a control and three water treatments set up with different electrical conductivity (EC). In the control treatment (Co-Dw), the plants were watered with distilled water. The three experimental water treatments were obtained by simulating (1) a water with added nitrogen (S1; 1.2 dS/m); (2) a wastewater effluent with nitrogen (S2; 1.4 dS/m); and (3) a mixed groundwater-wastewater effluent with nitrogen (S3; 1.95 dS/m). The EC of irrigation water was measured with Basic30, Crison. The exact compositions and the chemical properties of the water treatments are shown in Table 1.
Table 1.
Experimental codes | Ionic content (mg/L) | EC (dS/m) | pH | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Control | Trichoderma afroharzianum | Treatment | Na+ | Mg2+ | Ca2+ | SO42− | K+ | NH4+ | NO3− | ||
Co-DW | Tr-DW | DW | |||||||||
Co-S1 | Tr-S1 | S1 | 135 | 465 | 1.2 | 6.57 | |||||
Co-S2 | Tr-S2 | S2 | 31.2 | 12.9 | 19.3 | 93.9 | 4.45 | 136.5 | 469.7 | 1.4 | 7.56 |
Co-S3 | Tr-S3 | S3 | 58.9 | 25.2 | 38.6 | 184.6 | 7.94 | 136.5 | 469.7 | 1.95 | 7.84 |
The exact compositions are as follow: DW: distilled water; S1: NH4NO3 (600 mg/L); S2: NH4NO3 (600 mg/L), NaHCO3 (96.1 mg/L), NaCl (12.6 mg/L), CaSO4·2H2O (60.3 mg/L), CH4N2O (6 mg/L), MgSO4 (60 mg/L), KCl (15 mg/L), K2HPO4 (0.4 mg/L), CaCl2·2H2O (4 mg/L), MgSO4·7H2O (3.7 mg/L), urea (6 mg/L); S3: NH4NO3 (600 mg/L), NaHCO3 (192.2 mg/L), NaCl (15.2 mg/L), CaSO4·2H2O (120.6 mg/L), CH4N2O (12 mg/L), MgSO4 (120 mg/L), KCl (30 mg/L), K2HPO4 (0.8 mg/L), CaCl2·2H2O (8 mg/L), MgSO4·7H2O (7.4 mg/L), urea (6 mg/L)
To approximate real conditions, irrigation with experimental water began 2 days after the seedlings were transplanted to larger pots. After transplanting, the plants inoculated with T. afroharzianum T-22 (coded as Tr) and the control plants (Co) were divided into four groups that were periodically watered with an equal amount of experimental DW, S1, S2, and S3 water. Eight experimental treatments were generated, coded as Co-DW, Co-S1, Co-S2, Co-S3, Tr-DW, Tr-S1, Tr-S2, and Tr-S3: the first part of the code refers to the fungal inoculation and the second part refers to the water treatment (Table 1).
At each watering, one plant was watered with 150 mL of the appropriate water solution. Watering requirements over time were set to maintain soil moisture between 30 and 90% of water-holding capacity in all pots. After transplanting, nine irrigation treatments were applied over 36 days, with each plant receiving a total of 1350 mL of experimental water, generating three independent experimental lines.
The experiments were carried out in three separate periods, 14 days apart. This procedure resulted in three independent replicates of 10 plants each, giving a total of 30 plants for each of the eight experimental groups. For the experimental measurements, a sub-sample of 23 plants was used for plant growth over time (20 for Co-DW and Tr-DW treatments), 10 plants were used for aphid experiments, and 17 plants were used for plant morphological measurements (20 for Co-DW and Tr-DW treatments).
Plant growth-related parameters
The growth of 21 seedlings per experimental treatment was monitored by measuring the height of the plant (H; cm) once a week at 7, 13, 19, and 26 days after transplanting (DAT). At 36 DAT, prior to cutting the plants, in addition to the height of the plant, the leaf chlorophyll content of a sub-sample of 17 tomato plants from each group was estimated by using a handheld device, the Soil Plant Analysis Development - SPAD 502 meter (Konica-Minolta Corporation, Ltd., Osaka, Japan). For each plant, average SPAD index value was calculated from three readings taken from the tip to the base of all fully expanded, non-necrotic leaves. Plants were then cut, separated into stem and leaves, and weighed to determine the total fresh weight (FW; g). Leaves were scanned to measure the leaf area (LA; cm2) using a LI-COR leaf area meter (Model 3100, Inc., Lincoln, NE, USA). Finally, the plants were dried in a ventilated oven at 70 °C until they reached a constant weight.
Determination of antioxidant activity
Dried leaf tissues from plants of each replicate were pooled and used for three independent extracts per experimental group. Extraction was performed by using ultrasound-assisted extraction (Branson 1800 sonicator, frequency of 40 Hz and amplitude of 100%). Aliquots of dried leaves (1.5 g) were extracted using 50% ethanol/water as solvent in a ratio of 1:10 plant matrix:solvent for 30 min in the dark (with temperature control). After extraction, centrifugation was performed at 4500 rpm for 10 min at 21 °C and the extract was filtered through 0.2-μm filters and dried using a rotary evaporator. The antioxidant activity was evaluated by three different chemical-based assays (Karadag et al. 2009): the radical scavenging activity by 2,2-diphenyl-1-picrylhydrazyl (DPPH) and by 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) and the reducing power by Ferric-Reducing Antioxidant Power (FRAP).
DPPH scavenging activity was determined as described in Mezrag et al. (2017). Different concentration of extracts or negative control (50 μL) was mixed by methanol DPPH solution (200 μL, 0.1 mM) and left at the dark for 30 min. Trolox (4.00–80.00 μg/mL) was used as reference standard.
ABTS scavenging activity was measured as described by Faraone et al. (2018). The generation of ABTS radical occurs after 16 h of incubation of ABTS salt and potassium persulfate at room temperature. Extracts (different concentrations) or negative control (15 μL) were incubated with 235 μL of ABTS radical and after 2 h of incubation, the absorbance was read at 734 nm. Trolox (5.00–100.00 μg/mL) was used as reference standard.
FRAP reagent was prepared by mixing 300 mM sodium acetate buffer at pH 3.60, 20 mM FeCl3·6H2O in distilled water, and 10 mM TPTZ in 40 mM HCl (10:1:1 ratio). Extracts or negative control (25 μL) were mixed with fresh FRAP reagent (225 μL) and after 40 min of incubation at 37 °C the absorbance was measured at 593 nm. Trolox (2.50–250.00 μg/mL) was used as reference antioxidant standard.
DPPH, ABTS, and FRAP values were expressed as milligrams of Trolox equivalents per gram of dried extract (mg TE/g) (Mezrag et al. 2017).
In addition, the total phenolic content (TPC) was determined by using the Folin–Ciocalteau (FC) assay described by Lamorte et al. (2018). An aliquot of extract (75 μL) at different concentrations was mixed with 500 μL of FC reagent and 500 μL of Na2CO3 (10×) and distilled water was added to reach a final volume of 1.5 mL. The reaction mixture was incubated for 1 h in the dark and the absorbance at 723 nm was measured using a UV-Vis spectrophotometer. Gallic acid (2.50–250.00 μg/mL in methanol) was used as standard compound and results were expressed as milligrams of gallic acid equivalents per gram of dried powdered sample (mg GAE/g).
The total flavonoid content (TFC) was determined by the colorimetric method (Lamorte et al. 2018). An aliquot of 125 μL extract was mixed with 125 μL of AlCl3. The UV-Visible spectrophotometer was used to measure the absorbance at 415 nm to determine the TFC concentration. Quercetin was used as standard compound (2.00–200.00 μg/mL in methanol), and results were expressed as milligrams of quercetin equivalents per gram of dried powdered sample (mg QE/g).
All spectrophotometric measurements were performed using a UV-Vis spectrophotometer (SPECTROstarNano BMG Labtech, Ortenberg, Germany).
Aphid fecundity and survival
A colony of the aphid Macrosiphum euphorbiae was reared in the laboratory on tomato plants in a climatic box at a constant temperature of 22 ± 1 °C, 65% ± 10% relative humidity, and a photoperiod of 17:7, light and dark, respectively. For each replicate, approximately 200 virginoparae females were isolated from the mass-rearing colony and placed on two fresh potted tomato plants in a plastic box (30 × 30 × 30 cm) for 24 h in the chamber under the above-mentioned climatic conditions. Adult females were then removed and discarded. The new-born nymphs were maintained as a synchronous colony on the tomato plants for 10 days until they became adults.
Three adult females of the same age were then placed on 10 experimental 36 DAT tomato plants (3 plants for the first and third replicates, 4 for the second replicate) at 23 ± 2 °C. The aphids were left to feed on the experimental plants for 24 h, after which a fully expanded tomato leaf was covered by a clip cage (2-cm diameter), and two of the three parthenogenetic apterous adults were placed on the caged leaf for the fecundity experiments. Adult aphids were left in the clip cage on the plants for 24 h, after which the cage was opened, and the newly born aphid nymphs were counted. Aphid fecundity was then estimated as the mean number of nymphs per aphid.
For the survival experiments, two newly born aphid nymphs of each plant were placed on a leaf in a different position and covered with a clip cage. Aphid mortality was assessed at 1, 4, 6, 9, 11, and 13 days.
Statistical analysis
Plant height over time (from 7 to 36 DAT) of each experimental group was fitted to a second-degree polynomial and analyzed by ANCOVA to test for differences among treatments.
The measurements of LA, FW, SPAD, antioxidants (ABTS, DPPH, FRAP, TFC, and TPC), and aphid fecundity were independently analyzed using linear mixed-effect models (LMMs) fitted with REML (restricted maximum likelihood), with “inoculation” (two levels: control and T. afroharzianum T-22), “water treatment” (4 levels, DW, S1, S2, and S3) as a fixed factor, and “replicate nested in inoculation and water treatment” as the random effect. The P-values for differences between inoculation and water treatment and their interaction were obtained by ANOVA (type II tests). The assumptions of homoskedasticity and normality were checked and met for this dataset (Shapiro-Wilk tests).
For all statistical models, the two main effects, the interaction term, and the random factor were fitted for each dataset. A backward procedure was used to sequentially remove non-significant effects, allowing the identification of the most parsimonious model.
A Cox proportional hazard regression model was used for the aphid longevity analysis to test for differences among treatments (likelihood ratio test).
The data were analyzed using the statistical software R (R Core Team 2022) with the packages lme4 (Bates et al. 2015) and lmerTest (Kuznetsova et al. 2017).
Results and discussion
Trichoderma afroharzianum T-22 root colonization
The success of the fungal colonization 36 days after transplanting was verified in a sub-sample of tomato plants. Trichoderma afroharzianum T-22 was isolated on PDA from all treated tomato plants, whereas the fungus was not observed in the control Petri plates (Fig. S2).
Plant measurements
Figure 1 shows the plant height from day 6 to 36 after transplanting. The best fit for the plant height over time was given by two-degree polynomials (R2 > 0.97 in all the cases). The ANCOVA performed on this data showed significant differences in growth rates among treatments (F14,813 = 124, P < 0.001). Plants irrigated with distilled water grow faster than plants irrigated with unconventional waters as a result of salt accumulation. Also, in the S1 treatment, the higher nitrogen concentration induced overfertilization, which in turn reduced plant growth. Plants colonized by T. afroharzianum T-22 and irrigated with DW grow faster than their respective controls, whereas when S1, S2, and S3 water treatments were applied, control plants seem to perform better than inoculated plants.
Thirty-six days after transplanting, T. afroharzianum T-22 or irrigation with different simulated unconventional water had no effect on the SPAD index (Fig. 2(A)). Leaf area (LA) and total plant fresh weight (FW) were instead influenced by T. afroharzianum T-22 and irrigation water treatments, but the interaction between factors was never found to be significant (Table 2; Fig. 2(B) and (C)). Control plants exposed to different water treatments had higher LA values and were bigger than plants colonized by T. afroharzianum T-22. No significant effect of fungal colonization on LA was observed in DW plants.
Table 2.
Effect | LA | FW | |||
---|---|---|---|---|---|
d.f. | MS | F | MS | F | |
Inoculation | 1 | 18,46 | 6.56* | 17.33 | 5.6* |
Water treatment | 3 | 368,47 | 131*** | 748.6 | 243*** |
Residuals | 120 | 3.14 | 2.18 |
The random effect of replicates was never found to be significant
d.f., degrees of freedom; MS, mean square; F, variance ratio
*P < 0.05; ***P < 0.001
Our results showed that T. afroharzianum T-22 begins to be effective in promoting tomato growth in plants watered with distilled water but failed to promote plant growth when the simulated unconventional waters (S1, S2, and S3) were used. The same trend was observed for other plant measures recorded in this experiment, such as LA and FW. Salinity is known to reduce plant shoot in several ways: by reducing photosynthesis, SPAD index, sugars in expanding tissues, by down-regulating long-distance signaling, and by changing the concentrations of specific ions (Rawat et al. 2011; Mohammadi et al. 2021; Roșca et al. 2023). It has been documented that Trichoderma inoculation improves plant resistance to moderate salinity in the medium term (Fu et al. 2017; Kashyap et al. 2020). However, relevant studies on this topic are limited and the results are often influenced by different factors such as the type and duration of salinity stress, the plant species, and the Trichoderma species (Cheng et al. 2023). Like other ascomycete fungi, T. afroharzianum T-22 could be considered to be an opportunistic plant symbiont. The plant responds to the Trichoderma colonization by activating local and systemic defense mechanisms with the aim of limiting the penetration of the fungus into the root. Once an equilibrium has been achieved, the interactions between the two organisms could be considered mutualistic, as Trichoderma provides benefits to its host plants (increasing nutrient availability and improving stress tolerance), while the fungus obtains organic compounds (Shoresh et al. 2010; Macías-Rodríguez et al. 2020). As environmental stress increases, the plant is forced to use all resource-consuming defense mechanisms to survive, leading to the phenomenon of the “growth-defense trade-off” (He et al. 2022). It is possible that the prolonged moderate-severe salinity stresses simulated under our experimental conditions threatened the mutualistic interactions between T. afroharzianum T-22 and tomato plants. We hypothesize that Trichoderma colonization may have been perceived by the plant as an additional source of stress, leading to a breakdown of mutualism and a transition to parasitism (Drew et al. 2021). This hypothesis is consistent with the study of Tan et al. (2022), who suggested that in the Nicotiana benthamiana-T. harzianum TRA1-16 model system, under low light intensity, Trichoderma mutualism turned into parasitism, reducing plant growth.
Antioxidant defense and activity
Significant effects of water treatment and T. afroharzianum T-22 on total phenolic content (TPC) were found in tomato plants (Fig. 3(A)). More interestingly, there was a significant interaction between the two factors (Table 3). Compared to the respective controls, T. afroharzianum T-22 induced an increase in TPC in the plants watered with distilled water and in those subjected to the S2 treatment (Tr-DW > Co-DW and Tr-S2 > Co-S2). An opposite trend was observed for the S1 and S3 treatments. TPC was found to be twice as high in Co-S1 than in Co-DW, but higher levels of salinity (S2 and S3) induced a gradual reduction in polyphenols (Fig. 3(A)).
Table 3.
Effect | ABTS | DPPH | FRAP | TPC | TFC | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
d.f. | MS | F | d.f. | MS | F | d.f. | MS | F | d.f. | MS | F | d.f. | MS | F | |
Inoculation | 1 | 188.4 | 7.2** | 1 | 15.79 | 5.02* | 1 | 18.9 | 8.66** | 1 | 45.5 | 21.6*** | 1 | 1.18 | 16.8*** |
Water treatment | 3 | 651.3 | 24.9*** | 3 | 560.3 | 178.2*** | 3 | 340.5 | 156*** | 3 | 179.3 | 85.1*** | 3 | 5.38 | 76.9*** |
Interaction | 3 | 569.3 | 21.8*** | 3 | 35 | 11.2*** | 3 | 32.2 | 14.8*** | 3 | 164.6 | 78.2*** | |||
Residuals | 190 | 26.11 | 164 | 3.14 | 200 | 2.18 | 123 | 2.1 | 62 | 0.0698 |
The random effect of replicates was never found to be significant
d.f., degrees of freedom; MS, mean square; F, variance ratio
*P < 0.05; **P < 0.01; ***P < 0.001
Total flavonoid content (TFC) was also influenced by water treatment and T. afroharzianum T-22 (Fig. 3(B); Table 3). Within a treatment, the control plants had higher TFC values than the inoculated plants. TFC decreased in plants irrigated with unconventional wastewater.
In terms of antioxidant activity (DPPH, ABTS, and FRAP), there were significant effects of water treatment and of T. afroharzianum T-22, as well as a significant interaction between the two factors (Fig. 4; Table 3). Regardless of the inoculum, DPPH values were similar between DW and S1 and between S2 and S3, with the former being higher than the latter. Control plants showed higher levels of DPPH than inoculated plants in the DW and S1 treatments, while the opposite trend was observed in the S2 and S3 treatments. Co-S1 plants had the highest value of ABTS, while Co-Dw and Tr-S3 had the lower value. ABTS values of the remaining groups are very similar. FRAP values were similar between DW and S1 and between S2 and S3, with the former being higher than the latter. Similarly, FRAP values recorded in control plants were higher than in inoculated plants in the DW and S3 treatments, lower in S2, and similar between each other in the S1 treatment.
Different scenario was observed using distilled water (DW) for irrigation; in fact, the total phenolic content and ABTS values were significantly increased after the fungus colonization. These results confirm that T. afroharzianum T-22 was conducive to enhancing the antioxidant activities in potted tomato plants (Harman et al. 2004; Shoresh et al. 2010; Studholme et al. 2013; Cheng et al. 2023). However, the higher antioxidant activity was observed in the S1 treatment, with Co-S1 showing higher values of antioxidant defense and activity (except for FRAP) than Tr-S1. Under our experimental conditions, simulated unconventional waters together with Trichoderma colonization could be considered as severe abiotic and biotic stresses for potted tomato and the ability of the plants to survive the stress is influenced by their antioxidant defense systems. Several studies have shown that salinity induces an oxidative condition due to the increased production of free radicals and the alteration in antioxidant systems (Zhang et al. 2019; Sofy et al. 2021). To reduce the damage caused by oxidative stress, plants have developed many antioxidant defense systems including enzymes, antioxidant ability (DPPH, ABTS, FRAP, etc.), and antioxidant molecules such as phenols and flavonoids (Azeem et al. 2023). Our results from the S1 treatment are consistent with these studies and confirm an increase in antioxidant activity (measured as total phenolic content, DPPH, ABTS, and FRAP). Plant height, leaf area, and FW revealed the existence of severe salinity stress in the potted tomato plants, but the ability to mitigate ROS in the S2 and S3 treatments was limited, probably as a consequence of the “growth-defense trade-off” phenomenon (He et al. 2022). However, under the S1, S2, and S3 water treatments, T. afroharzianum T-22 did not increase the plant antioxidant activity (except for TPC and FRAP), as previously reported (Adusumilli and Kolli 2022; Tyśkiewicz et al. 2022). These results seem to confirm the hypothesis that Trichoderma mutualism turned into parasitism under salinity stress.
Aphid performance
Aphid fecundity was significantly higher on tomato plants colonized by T. afroharzianum T-22 (F1,75 = 17.6, P < 0.001) and decreased with irrigation with unconventional waters (F3,75 = 4.39, P < 0.01). However, the interaction between these two factors was never found to be significant (Fig. 5). More interestingly, aphid fecundity was statistically higher in the Tr-S3 group than in the control group.
The survival of aphids reared on experimental tomato plants over time is shown in Fig. 6. A Cox proportional hazard model identified significant treatment differences (likelihood ratio test: χ2 = 57.8, d.f. = 7, P < 0.001). Aphids that developed on plants irrigated with distilled water (Co-DW and Tr-DW) had a higher survival rate than the other experimental water treatments. The short-lived groups were the aphids that developed on plants of the Co-S1, Co-S2, Co-S3, and Tr-S3 groups. Aphids developed on Tr-S1 and Tr-S2 plants showed an intermediate longevity.
With the exception of the Tr-S3 treatment, aphid fecundity also decreased as a result of bottom-up effects of irrigation with unconventional waters. The unfavorable performance of the aphids may be related to the accumulation of toxic substances in the tomato leaves which reduce the feeding of the insects (Güntner et al. 1997; Han et al. 2016). In the S1 treatments, overfertilization stress resulting in smaller tomato plants with fewer and smaller leaves (Scholberg et al. 2000) may have caused the lower aphid performance. Our results support the “Plant Vigor Hypothesis” (Price 1991), which suggests that insect herbivores perform better on vigorous plants with higher nutritional value and lower chemical defenses.
It is documented that Trichoderma spp. induces a more efficient response of the plant against phytophagous insects (Hermosa et al. 2012; Di Lelio et al. 2021). Under field conditions, colonization of tomato plants by T. harzianum T-22 reduces the abundance of piercing-sucking insect pests and plant pathogens (Caccavo et al. 2022). In laboratory studies, T. harzianum T-22 has been shown to reduce the growth rate of the green stink bug Nezara viridula L. in tomato (Alınç et al. 2021). On the other hand, M. euphorbiae developed on potted tomato plants colonized by T. longibrachiatum MK1 showed an increase in their population growth due to the increased nutritional value of the plant (Battaglia et al. 2013). In our study, within each experimental treatment (including DW), M. euphorbiae showed higher fecundity and survival on the plants colonized by T. afroharzianum T-22. As suggested by Battaglia et al. (2013), the better performance of this insect pest on the plants colonized by T. afroharzianum T22 may be due to a higher nutritional value of the plants, at least for the DW treatment. Trichoderma spp. have been reported to enhance plant absorption of nutrients, especially in poor soils (Altomare and Tringovska 2011; Mastouri et al. 2012; Vinale et al. 2012). In accordance with several authors (Fu et al. 2017; Kumar and Ashraf 2017; Kashyap et al. 2020; Cheng et al. 2023), we can also conclude when the same unconventional water was used, inoculation with T. afroharzianum T-22 potentiate an antioxidant activity that makes the colonized plants more susceptible to aphid development, although no noticeable phenotypic effects on the plants were detected.
Although plant growth and antioxidant activity were reduced in the more stressed S3 treatment, surprisingly T. afroharzianum T-22 resulted in an increased aphid fecundity compared to S1 and S2 treatments, thus limiting the symptoms of abiotic stress on the insect. However, the same trend is not observed for aphid survival, with values very similar to those recorded for uninoculated plants exposed to salt stress. This result suggests that in the long term, colonization with T. afroharzianum T-22 is not very effective to allow significant recovery (and therefore detoxification) of the Tr-S3 plant, resulting in the observed detrimental effects on aphid survival.
Conclusions
Irrigation with reclaimed wastewater and/or saline water has been reported to increase total soil nitrogen and, more generally, excessive soil salinity (Jaramillo and Restrepo 2017). The use of the fungus Trichoderma to mitigate the negative effects of stress and as a biocontrol agent for insect pests in agricultural systems has also become to be a real and practical possibility in agriculture (Poveda 2021; OECD 2023b). However, care must be taken to avoid excessive soil salinization, which may occur more frequently under climate change. Our results emphasize the need to improve wastewater treatment plants by implementing strategies capable of removing inorganic compounds. The use of growth-promoting fungal symbionts, such as T. afroharzianum T-22, to mitigate the negative effects of irrigation with unconventional water may be a successful strategy as it influences the production of antioxidants necessary to overcome mild stress. However, if the stress is more severe or prolonged, even colonization by T. afroharzianum T-22 will not be able to mitigate the deleterious effects on the plant. Tomato colonization by T. afroharzianum T-22 also appears to have a positive effect on aphid performance when irrigation with unconventional water occurs, confirming the increased vigor of the plants. In terms of pest control, the beneficial effect of Trichoderma colonization on tomato plants could almost be due to the strong attraction of aphid predators and parasitoids to the inoculated plants (Battaglia et al. 2013; Caccavo et al. 2022; Forlano et al. 2022).
Supplementary information
Author contributions
Study design: V. T., M. B. Methodology: V. T., M. B., V. C., D. R. Data curation: V. T. Formal analysis and investigation: V. T., M. B. Validation: V. T., D. B., S. B., V. C., P. F., F. L., L. M. 1, L. M. 2, L. S., A. R., D. R., M. B. Writing — original draft preparation: V. T., M. B. Writing — reviewing and editing: V. T., D. B., S. B., V. C., P. F., F. L., L. M. 1, L. M. 2, L. S., A. R., D. R., M. B. Resources: M. B. Supervision: V. T., M. B.
Funding
Open access funding provided by Università degli Studi della Basilicata within the CRUI-CARE Agreement. This research received funding from MUR under the umbrella of the PRIMA — Partnership for Research & Innovation in the Mediterranean Area through the research project SAFE “Sustainable water reuse practices improving safety in agriculture, food and environment,” ID project: 1826.
Data Availability
Data will be made available on request.
Declarations
Ethics approval
This study did not involve human participants, human material, or human data, so it does not need an ethical approval document.
Consent to participate
Not applicable.
Consent for publication
All authors have agreed to co-author this manuscript.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- Adusumilli N, Kolli SC. Management of salinity stress by the application of Trichoderma. In: Amaresan N, Sankaranarayanan A, Dwivedi MK, Druzhinina IS, editors. Advances in Trichoderma biology for agricultural applications. Cham: Springer International Publishing; 2022. pp. 303–320. [Google Scholar]
- Albornoz F. Crop responses to nitrogen overfertilization: a review. Sci Hortic. 2016;205:79–83. doi: 10.1016/j.scienta.2016.04.026. [DOI] [Google Scholar]
- Alınç T, Cusumano A, Peri E, Torta L, Colazza S. Trichoderma harzianum strain T22 modulates direct defense of tomato plants in response to Nezara viridula feeding activity. J Chem Ecol. 2021;47:455–462. doi: 10.1007/s10886-021-01260-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Altomare C, Tringovska I (2011) Beneficial soil microorganisms, an ecological alternative for soil fertility management. In: Lichtfouse E (eds) Genetics, biofuels and local farming systems. Sustainable Agriculture Reviews, vol 7. Springer, Dordrecht. 10.1007/978-94-007-1521-9_6
- Azeem M, Pirjan K, Qasim M, Mahmood A, Javed T, Muhammad H, Yang S, Dong R, Ali B, Rahimi M. Salinity stress improves antioxidant potential by modulating physio-biochemical responses in Moringa oleifera Lam. Sci Rep. 2023;13:2895. doi: 10.1038/s41598-023-29954-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bai Y, Kissoudis C, Yan Z, Visser RGF, van der Linden G. Plant behaviour under combined stress: tomato responses to combined salinity and pathogen stress. Plant J. 2018;93:781–793. doi: 10.1111/tpj.13800. [DOI] [PubMed] [Google Scholar]
- Bates D, Mächler M, Bolker BM, Walker SC (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67. 10.18637/jss.v067.i01
- Battaglia D, Bossi S, Cascone P, Digilio MC, Durán Prieto J, Fanti P, Guerrieri E, Iodice L, Lingua G, Lorito M, Maffei ME, Massa N, Ruocco M, Sasso R, Trotta V. Tomato below ground-above ground interactions: Trichoderma longibrachiatum affects the performance of Macrosiphum euphorbiae and its natural antagonists. Mol Plant-Microbe Interact. 2013;26:1249–1256. doi: 10.1094/MPMI-02-13-0059-R. [DOI] [PubMed] [Google Scholar]
- Braithwaite BM, Blake CD. Tomato yellow top virus: its distribution, characteristics and transmission by the aphid Macrosiphum euphorbiae (Thom.) Aust J Agric Res. 1961;12:1100–1107. doi: 10.1071/AR9611100. [DOI] [Google Scholar]
- Caccavo V, Forlano P, Mang SM, Fanti P, Nuzzaci M, Battaglia D, Trotta V. Effects of Trichoderma harzianum strain T22 on the arthropod community associated with tomato plants and on the crop performance in an experimental field. Insects. 2022;13:418. doi: 10.3390/insects13050418. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chaverri P, Branco-Rocha F, Jaklitsch W, Gazis R, Degenkolb T, Samuels GJ. Systematics of the Trichoderma harzianum species complex and the re-identification of commercial biocontrol strains. Mycologia. 2015;107:558–590. doi: 10.3852/14-147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng L, Xu Z, Zhou X. Application of Trichoderma species increases plant salinity resistance: a bibliometric analysis and a meta-analysis. J Soils Sediments. 2023;23:2641–2653. doi: 10.1007/s11368-023-03557-0. [DOI] [Google Scholar]
- Contreras-Cornejo HA, Macías-Rodríguez L, Alfaro-Cuevas R, López-Bucio J. Trichoderma spp. improve growth of Arabidopsis seedlings under salt stress through enhanced root development, osmolite production, and Na+ elimination through root exudates. Mol Plant-Microbe Interac. 2014;27:503–514. doi: 10.1094/MPMI-09-13-0265-R. [DOI] [PubMed] [Google Scholar]
- Coppola M, Cascone P, Di Lelio I, Woo SL, Lorito M, Rao R, Pennacchio F, Guerrieri E, Digilio MC. Trichoderma atroviride P1 colonization of tomato plants enhances both direct and indirect defense barriers against insects. Front Physiol. 2019;10:1–12. doi: 10.3389/fphys.2019.00813. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Coppola M, Diretto G, Digilio MC, Woo SL, Giuliano G, Molisso D, Pennacchio F, Lorito M, Rao R (2019b) Transcriptome and metabolome reprogramming in tomato plants by Trichoderma harzianum strain T22 primes and enhances defense responses against aphids. Front Physiol 10. 10.3389/fphys.2019.00745 [DOI] [PMC free article] [PubMed]
- Di Lelio I, Coppola M, Comite E, Molisso D, Lorito M, Woo SL, Pennacchio F, Rao R. Temperature differentially influences the capacity of Trichoderma species to induce plant defense responses in tomato against insect pests. Front Plant Sci. 2021;12:1–15. doi: 10.3389/fpls.2021.678830. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Directive EU (2020) Directive (EU) 2020/2184 of the European Parliament and of the Council of 16 December 2020 on the quality of water intended for human consumption (recast). https://eur-lex.europa.eu/eli/dir/2020/2184/oj. Accessed 01 Nov 2023
- Dong YC, Wang ZJ, Bu RY, Dai HJ, Zhou LJ, Han P, Amiens-Desneux E, Bearez P, Desneux N. Water and salt stresses do not trigger bottom-up effects on plant-mediated indirect interactions between a leaf chewer and a sap-feeder. J Pest Sci. 2020;93:1267–1280. doi: 10.1007/s10340-020-01258-y. [DOI] [Google Scholar]
- Drew GC, Stevens EJ, King KC. Microbial evolution and transitions along the parasite–mutualist continuum. Nat Rev Microbiol. 2021;19:623–638. doi: 10.1038/s41579-021-00550-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Faraone I, Rai DK, Chiummiento L, Fernandez E, Choudhary A, Prinzo F, Milella L (2018) Antioxidant activity and phytochemical characterization of Senecio clivicolus Wedd. Molecules 23. 10.3390/molecules23102497 [DOI] [PMC free article] [PubMed]
- Forlano P, Mang SM, Caccavo V, Fanti P, Camele I, Battaglia D, Trotta V. Effects of below-ground microbial biostimulant Trichoderma harzianum on diseases, insect community, and plant performance in Cucurbita pepo L. under open field conditions. Microorganisms. 2022;10:2242. doi: 10.3390/microorganisms10112242. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fu J, Liu Z, Li Z, Wang Y, Yang K. Alleviation of the effects of saline-alkaline stress on maize seedlings by regulation of active oxygen metabolism by Trichoderma asperellum. PLoS One. 2017;12:1–20. doi: 10.1371/journal.pone.0179617. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ghodoum Parizipour MH, Rajabpour A, Jafari S, Tahmasebi A. Host-targeted salt stress affects fitness and vector performance of bird cherry-oat aphid (Rhopalosiphum padi L.) on wheat. Arthropod Plant Interact. 2021;15:47–58. doi: 10.1007/s11829-020-09795-0. [DOI] [Google Scholar]
- Glass C, Silverstein J. Denitrification of high-nitrate, high-salinity wastewater. Water Res nm. 1999;33(1):223–229. doi: 10.1016/S0043-1354(98)00177-8. [DOI] [Google Scholar]
- Güntner C, Vázquez Á, González G, Usubillaga A, Ferreira F, Moyna P. Effect of Solanum glycoalkaloids on potato aphid, Macrosiphum euphorbiae. J Chem Ecol. 1997;23:1651–1659. doi: 10.1023/A:1005471624833. [DOI] [Google Scholar]
- Han P, Desneux N, Michel T, Le Bot J, Seassau A, Wajnberg E, Amiens-Desneux E, Lavoir AV. Does plant cultivar difference modify the bottom-up effects of resource limitation on plant-insect herbivore interactions? J Chem Ecol. 2016;42:1293–1303. doi: 10.1007/s10886-016-0795-7. [DOI] [PubMed] [Google Scholar]
- Harman GE, Howell CR, Viterbo A, Chet I, Lorito M. Trichoderma species — opportunistic, avirulent plant symbionts. Nat Rev Microbiol. 2004;2:43–56. doi: 10.1038/nrmicro797. [DOI] [PubMed] [Google Scholar]
- He Z, Webster S, He SY. Growth–defense trade-offs in plants. Curr Biol. 2022;32:R634–R639. doi: 10.1016/j.cub.2022.04.070. [DOI] [PubMed] [Google Scholar]
- Hermosa R, Viterbo A, Chet I, Monte E. Plant-beneficial effects of Trichoderma and of its genes. Microbiology. 2012;158:17–25. doi: 10.1099/mic.0.052274-0. [DOI] [PubMed] [Google Scholar]
- Huberty AF, Denno RF. Plant water stress and its consequences for herbivorous insects: a new synthesis. Ecology. 2004;85:1383–1398. doi: 10.1890/03-0352. [DOI] [Google Scholar]
- Isayenkov SV, Maathuis FJM (2019) Plant salinity stress: many unanswered questions remain. Front Plant Sci 10. 10.3389/fpls.2019.00080 [DOI] [PMC free article] [PubMed]
- Jaramillo MF, Restrepo I (2017) Wastewater reuse in agriculture: a review about its limitations and benefits. Sustainability 9. 10.3390/su9101734
- Karadag A, Ozcelik B, Saner S. Review of methods to determine antioxidant capacities. Food Anal Methods. 2009;2:41–60. doi: 10.1007/s12161-008-9067-7. [DOI] [Google Scholar]
- Kashyap PL, Solanki MK, Kushwaha P, Kumar S, Srivastava AK. Biocontrol potential of salt-tolerant Trichoderma and Hypocrea isolates for the management of tomato root rot under saline environment. J Soil Sci Plant Nutr. 2020;20:160–176. doi: 10.1007/s42729-019-00114-y. [DOI] [Google Scholar]
- Kumar K, Manigundan K, Amaresan N. Influence of salt tolerant Trichoderma spp. on growth of maize (Zea mays) under different salinity conditions. J Basic Microbiol. 2017;57:141–150. doi: 10.1002/jobm.201600369. [DOI] [PubMed] [Google Scholar]
- Kumar M, Ashraf S. In: Role of Trichoderma spp. as a biocontrol agent of fungal plant pathogens BT — probiotics and plant health. Kumar V, Kumar M, Sharma S, Prasad R, editors. Singapore: Springer Singapore; 2017. pp. 497–506. [Google Scholar]
- Kuznetsova A, Brockhoff PB, Christensen RHB. lmerTest package: tests in linear mixed effects models. J Stat Softw. 2017;82:1–26. doi: 10.18637/JSS.V082.I13. [DOI] [Google Scholar]
- Lamorte D, Faraone I, Laurenzana I, Milella L, Trino S, De Luca L, Del Vecchio L, Armentano MF, Sinisgalli C, Chiummiento L, Russo D, Bisaccia F, Musto P, Caivano A (2018) Future in the past: Azorella glabra Wedd. as a source of new natural compounds with antiproliferative and cytotoxic activity on multiple myeloma cells. Int J Mol Sci 19. 10.3390/ijms19113348 [DOI] [PMC free article] [PubMed]
- Macías-Rodríguez L, Contreras-Cornejo HA, Adame-Garnica SG, Del-Val E, Larsen J. The interactions of Trichoderma at multiple trophic levels: inter-kingdom communication. Microbiol Res. 2020;240:126552. doi: 10.1016/j.micres.2020.126552. [DOI] [PubMed] [Google Scholar]
- Mastouri F, Björkman T, Harman GE (2012) Trichoderma harzianum enhances antioxidant defense of tomato seedlings and resistance to water deficit. Mol Plant-Microbe Interact 25(9):1264–1271. 10.1094/MPMI-09-11-0240 [DOI] [PubMed]
- Mezrag A, Malafronte N, Bouheroum M, Travaglino C, Russo D, Milella L, Severino L, De Tommasi N, Braca A, Dal Piaz F. Phytochemical and antioxidant activity studies on Ononis angustissima L. aerial parts: isolation of two new flavonoids. Nat Prod Res. 2017;31:507–514. doi: 10.1080/14786419.2016.1195381. [DOI] [PubMed] [Google Scholar]
- Mohammadi MHZ, Panahirad S, Navai A, Bahrami MK, Kulak M, Gohari G. Cerium oxide nanoparticles (CeO2-NPs) improve growth parameters and antioxidant defense system in Moldavian Balm (Dracocephalum moldavica L.) under salinity stress. Plant Stress. 2021;1:100006. doi: 10.1016/j.stress.2021.100006. [DOI] [Google Scholar]
- Munns R, Husain S, Rivelli AR, James RA, Condon AG, Lindsay M, Lagudah E, Schachtman D, Hare R. Avenue for increasing salt tolerance of crops, and the role of physiologically-based selection traits. Plant Soil. 2002;247:93–105. doi: 10.1023/A:1021119414799. [DOI] [Google Scholar]
- OECD (2023a) OECD report on endocrine disrupting chemicals in freshwater: monitoring and regulating water quality. https://www.oecd-ilibrary.org/sites/5696d960en/index.html?itemId=/content/publication/5696d960-en. Accessed 01 Nov 2023a
- OECD (2023b) OECD report on water and agriculture: managing water sustainably is key to the future of food and agriculture. https://www.oecd.org/agriculture/topics/water-and-agriculture/. Accessed 01 Nov 2023b
- Ortega-Pozo JL, Alcalá FJ, Poyatos JM, Martín-Pascual J. Wastewater reuse for irrigation agriculture in Morocco: influence of regulation on feasible implementation. Land. 2022;11(12):1–17. doi: 10.3390/land11122312. [DOI] [Google Scholar]
- Polo-López MI, García-Fernández I, Velegraki T, Katsoni A, Oller I, Mantzavinos D, Fernández-Ibáñez P. Mild solar photo-Fenton: an effective tool for the removal of Fusarium from simulated municipal effluents. Appl Catal B. 2012;111–112:545–554. doi: 10.1016/j.apcatb.2011.11.006. [DOI] [Google Scholar]
- Poveda J (2021) Trichoderma as biocontrol agent against pests: new uses for a mycoparasite. Biol Control 159:104634. 10.1016/j.biocontrol.2021.104634
- Price PW. The plant vigor hypothesis and herbivore attack. Oikos. 1991;62:244–251. doi: 10.2307/3545270. [DOI] [Google Scholar]
- Qadir M, Schubert S, Ghafoor A, Murtaza G. Amelioration strategies for sodic soils: a review. Land Degrad Dev. 2001;12:357–386. doi: 10.1002/ldr.458. [DOI] [Google Scholar]
- R Core Team . R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2022. [Google Scholar]
- Rawat L, Singh Y, Shukla N, Kumar J. Alleviation of the adverse effects of salinity stress in wheat (Triticum aestivum L.) by seed biopriming with salinity tolerant isolates of Trichoderma harzianum. Plant Soil. 2011;347:387–400. doi: 10.1007/s11104-011-0858-z. [DOI] [Google Scholar]
- Rivelli AR, Trotta V, Toma I, Fanti P, Battaglia D. Relation between plant water status and Macrosiphum euphorbiae (Hemiptera: Aphididae) population dynamics on three cultivars of tomato. Eur J Entomol. 2013;110:617–625. doi: 10.14411/eje.2013.084. [DOI] [Google Scholar]
- Roșca M, Mihalache G, Stoleru V. Tomato responses to salinity stress: from morphological traits to genetic changes. Front Plant Sci. 2023;14:1–26. doi: 10.3389/fpls.2023.1118383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Roy SJ, Negrão S, Tester M. Salt resistant crop plants. Curr Opin Biotechnol. 2014;26:115–124. doi: 10.1016/j.copbio.2013.12.004. [DOI] [PubMed] [Google Scholar]
- Scholberg J, McNeal BL, Boote KJ, Jones JW, Locascio SJ, Olson SM. Nitrogen stress effects on growth and nitrogen accumulation by field-grown tomato. Agron J. 2000;92(1):159–167. doi: 10.2134/agronj2000.921159x. [DOI] [Google Scholar]
- Shahid SA, Zaman M, Heng L. Soil salinity: historical perspectives and a world overview of the problem. In: Zaman M, Shahid SA, Heng L, editors. Guideline for salinity assessment, mitigation and adaptation using nuclear and related techniques. Springer Nature Switzerland; 2018. pp. 43–53. [Google Scholar]
- Shannag HK, Al-Mefleh NK, Freihat NM. Reuse of wastewaters in irrigation of broad bean and their effect on plant-aphid interaction. Agric Water Manag. 2021;257:107156. doi: 10.1016/j.agwat.2021.107156. [DOI] [Google Scholar]
- Shoresh M, Harman GE, Mastouri F. Induced systemic resistance and plant responses to fungal biocontrol agents. Annu Rev Phytopathol. 2010;48:21–43. doi: 10.1146/annurev-phyto-073009-114450. [DOI] [PubMed] [Google Scholar]
- Sofy MR, Aboseidah AA, Heneidak SA, Ahmed HR. ACC deaminase containing endophytic bacteria ameliorate salt stress in Pisum sativum through reduced oxidative damage and induction of antioxidative defense systems. Environ Sci Pollut Res. 2021;28:40971–40991. doi: 10.1007/s11356-021-13585-3. [DOI] [PubMed] [Google Scholar]
- Studholme DJ, Harris B, Le Cocq K, Winsbury R, Perera V, Ryder L, Ward JL, Beale MH, Thornton CR, Grant M. Investigating the beneficial traits of Trichoderma hamatum GD12 for sustainable agriculture-insights from genomics. Front Plant Sci. 2013;4:1–13. doi: 10.3389/fpls.2013.00258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tan B, Li Y, Deng D, Pan H, Zeng Y, Tan X, Zhuang W, Li Z. Rhizosphere inoculation of Nicotiana benthamiana with Trichoderma harzianum TRA1-16 in controlled environment agriculture: Effects of varying light intensities on the mutualism-parasitism interaction. Front Plant Sci. 2022;13:1–15. doi: 10.3389/fpls.2022.989155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tyśkiewicz R, Nowak A, Ozimek E, Jaroszuk-Ściseł J (2022) Trichoderma: the current status of its application in agriculture for the biocontrol of fungal phytopathogens and stimulation of plant growth. Int J Mol Sci 23. 10.3390/ijms23042329 [DOI] [PMC free article] [PubMed]
- Vinale F, Sivasithamparam K, Ghisalberti EL, Ruocco M, Woo SL, Lorito M (2012) Trichoderma secondary metabolites that affect plant metabolism. Nat Prod Commun 7:1545–1550. 10.1177/1934578x1200701133 [PubMed]
- Walgenbach JF. Effect of potato aphid (Homoptera: Aphididae) on yield, quality, and economics of staked-tomato production. J Econ Entomol. 1997;90:996–1004. doi: 10.1093/jee/90.4.996. [DOI] [Google Scholar]
- Zhang F, Wang Y, Liu C, Chen F, Ge H, Tian F, Yang T, Ma K, Zhang Y. Trichoderma harzianum mitigates salt stress in cucumber via multiple responses. Ecotoxicol Environ Saf. 2019;170:436–445. doi: 10.1016/j.ecoenv.2018.11.084. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Data will be made available on request.