Abstract
Plant-growth-promoting rhizobacteria (PGPR) are soil bacteria colonizing the rhizosphere and the rhizoplane which have an effect on plant growth through multiple chemical compounds. Rhizobacteria with beneficial effects for plants could therefore be used to reduce the dependence on synthetic chemical fertilizers in conventional agriculture. Within this study, 67 endophytic fungi and 49 bacteria were isolated from root samples from 3 different commercial productions: an off-ground tomato production in a greenhouse, an organic production and a conventional production, both in a soil tunnel. Following morphological selection, 12 fungal and 33 bacterial isolates were genetically identified. Thirteen bacterial isolates belonging to nine potential PGPR species were then applied to tomato seedlings established in sterile substrate. The ability of these bacteria to produce indole acetic acid (IAA) and solubilize phosphate was also evaluated. They all were IAA producers and solubilized phosphate. The most interesting strains for growth promotion were found to be the isolates Pseudomonas palleroniana B10, Bacillus subtilis B25, Bacillus aryabhattai B29 and Pseudomonas fluorescens B17. The isolates P. fluorescens B17, B. aryabhattai B29, B. subtilis B18 and Pseudomonas moraviensis B6 also increased root growth. This study proposed a quick protocol for isolating and testing potential endophytic PGPR that should be characterized further for the direct and indirect mechanisms of growth promotion.
Keywords: Bacillus, biostimulant, endophyte, PGPR, Pseudomonas, Solanum lycopersicum, sustainable agriculture
1. Introduction
Tomatoes (Solanum lycopersicum Linné, 1753) are an important crop worldwide, with an increasing production level on an annual basis [1]. Indeed, its culture, whether soil or soilless, is still predominantly conventional and dependent on synthetic fertilizers and chemical pesticides [2,3,4]. This leads to the biological depletion of soils, groundwater pollution and the development of resistance in pathogens and pests. In a move towards a more sustainable agriculture, using microorganisms, which have a direct beneficial effect on plant growth, is now considered better. Moreover, these microorganisms may indirectly protect crops against pathogens. Integrating these microorganisms into agriculture could help to reduce production costs, increase earliness and increase the share of marketable vegetables [5]. A wide range of plant-growth-promoting rhizobacteria (PGPR) are known to be associated with the rhizosphere of tomatoes and belong to the following genera: Pseudomonas, Bacillus, Acinetobacter, Streptomyces, Micrococcus, Azotobacter, Flavobacterium or Streptococcus [6,7]. Many studies have shown an increase in the vigor or productivity of different plant species following PGPR application, under normal conditions as well as under stress [8,9]. PGPR have an increasing interest as plant biostimulants in the coming New Green Revolution [10,11]. Intensive and multiple interactions occur in the rhizosphere between plants, soils (or substrates) and soil microorganisms [3,12]. These interactions can significantly influence plant growth and yields. In the rhizosphere, bacteria are the largest component of microbial diversity [7,13]. Rhizobacteria are specific bacteria that actively invade the roots of plants and colonize them at all stages of plant growth.
Rhizobacteria that promote plant growth can be classified into two categories: extracellular plant-growth-promoting rhizobacteria (ePGPR) and intracellular plant-growth-promoting rhizobacteria (iPGPR). The ePGPR can be found in the rhizosphere, on the rhizoplane or in the intercellular spaces of the root cortex. On the other hand, iPGPR are usually found within specialized nodular structures in root cells. In addition, they can be considered as symbiotic species in comparison with ePGPR [14]. Bacteria of the genus Arthrobacter, Azotobacter, Azospirillum, Bacillus, Caulobacter, Chromobacterium, Erwinia, Flavobacterium, Micrococcous, Pseudomonas or Serratia belong to ePGPR, whereas iPGPR mainly belong to the Rhizobiaceae family, including the genera Allorhizobium, Bradyrhizobium, Mesorhizobium and endophytic Rhizobium or Frankia [2,15]. There are many known interactions between plants and PGPR, which result in plant growth increases under a variety of environmental and climatic conditions [16]. Generally, PGPR promote the growth of plants by either directly facilitating plants’ acquisition of nitrogen, phosphorus, potassium or other essential elements, or by modulating the levels of phytohormones. They also may indirectly act as biocontrol agents and reduce the effects of inhibited growth and plant development caused by many other pathogenic microorganisms [2]. Improvement in yields and fruit size would result from the PGPR facilitating plant nutrition through direct and indirect methods.
Direct mechanisms used by rhizobacteria are numerous and include nitrogen fixation, phosphate and potassium solubilization, siderophore production and phytohormones production [15,17,18,19,20]. Though nitrogen is the main component of the air (78%), plants are not able to capture nitrogen (N2) and fill their needs with ammonia (NH3). Some bacteria, owning the complex enzyme system called nitrogenase, are able to fix the atmospheric nitrogen and make it available to plants. Nitrogen-fixing PGPR may transmit it to plants via two different systems: symbiotic and non-symbiotic. Symbiotic bacteria, such as the PGPR genera Rhizobium, Bradyrhizobium, Sinorhizobium, and Mesorhizobium, are mostly symbiotic with legumes. On the other hand, non-symbiotic nitrogen-fixing bacteria belong to the genera Azotobacter, Acetobacter, Azospirillum, Burkholderia, Diazotrophicus, Enterobacter, Gluconacetobacter, Pseudomonas or cyanobacteria [17].
Phosphate solubilization is another direct mechanism. Phosphorus, the second element in importance after nitrogen, plays an important role in many metabolic pathways, such as photosynthesis, energy transfer, signal transduction or cell respiration. Although phosphorus is present in large quantities in all soil types, it is very predominantly found in a precipitated insoluble form of soil, not available to plants, which may only may use the dihydrogen phosphate ion form (H2PO4−) and the monohydrogen phosphate form (HPO42−) [15]. Rhizobacteria may solubilize insoluble phosphate in assimilable phosphate by releasing a variety of compounds, such as anions of organic acids, protons, hydroxyl ions or extracellular enzymes [19]. Phosphate solubilizing PGPR include genera such as Arthrobacter, Bacillus, Beijerinckia, Burkholderia, Enterobacter, Erwinia, Flavobacterium, Microbacterium, Pseudomonas, Rhizobium, Rhodococcus and Serratia. All of these genera could potentially be used to increase phosphate solubilization and thus increase growth and yields [14,15]. Microorganisms in the rhizosphere may also secrete phytohormones such as auxins, cytokinins, gibberellins or ethylene, which stimulate root development and nutrient and water absorption [15]. Indole acetic acid (IAA) is the most common plant auxin that is also synthesized by PGPR. This external IAA allows for increased cell multiplication and mineral nutrients absorption but also stimulates seed germination, root development and resistance to stress. Phytohormones can change the partitioning patterns of assimilation in plants, thus modifying the root growth, fruiting process or fruit development in production conditions [20].
The indirect mechanisms include the capacity of the rhizobacteria to produce antibiotics, volatile organic compounds (VOCs) and exopolysaccharide efficient against a wide range of other microorganisms [3,15,18,21,22,23,24]. Pseudomonas bacteria are also able to emit hydrogen cyanide [15,18]. Rhizobacteria may also secrete lytic enzymes such as chitinases, lipases, phosphatases or proteases. Many bacteria also trigger several pathways in the induced resistance system of the plants [2,15,25].
Existing studies on the bacterial diversity of tomato leaves mostly focused on epiphytic bacteria or total phyllospheric bacteria [26,27]. Recently, Romero et al. (2014) [7] addressed this question through metabarcoding and showed that endophytic bacteria in leaves were different from those in roots. If the exact mechanisms of endophyte colonization still need to be understood [28,29], it nevertheless appears that tomato roots could be a source of PGPR present in endophytes, as recently stressed by Anzalone et al. [30].
The present study therefore aimed to isolate cultivable endophytic PGPR from tomato roots and to identify them genetically. After identification, some of these strains were characterized in vitro for their capacities to solubilize insoluble phosphate and to produce the hormone indole acetic acid. The same isolates were then tested in planta in sterile substrates to assess their effects on the growth of tomato seedlings in greenhouse conditions.
2. Materials and Methods
2.1. Isolation of Endophytes from Roots
Roots of Solanum lycopersicum L. were sampled from three distinct tomato greenhouses in the Geneva area. Two of them were run in conventional agriculture modes: a soilless crop in glasshouses for “Serre des Marais, Veyrier” and a soil-based crop under a plastic tunnel for “Serre Chapuis, Veigy, France”. The third one (Serres Pecorini/Pellet, Troinex) was a soil-based crop under a plastic tunnel run in biological agriculture conditions (according to the Swiss good practices of the label BioSuisse). The disinfection of root samples prior to isolation was carried out as follows: roots were rinsed with sterile demineralized water and then cut into 2 cm long pieces, which were then dipped for disinfection in 200 mL 2.5% NaClO under continuous stirring in erlens. The tested disinfection times were 5, 10, 15, 20 and 25 min. All subsequent steps have been carried out in sterile conditions provided by a laminar flow cabinet (Thermo Fisher Scientific, Geneva, Switzerland) using autoclaved glassware and utensils. Then roots were flushed and rinsed three times for 1, 2 and 5 min, respectively, with 200 mL sterile water. Three root subsamples per plant were then plated in Petri dishes (90 mm diam.) and cultivated at room temperature. The screening for diverse colony morphologies was carried out by cultivation on the following media: Luria-Bertani agar (LBA; Roth, Arlesheim, Switzerland), Potato Glucose agar (PGA; Roth, Arlesheim, Switzerland) and an adapted ATCC medium 965, modified by replacing the smashed tomatoes with 28 g of V8 juice (Campbell Soup Co., Camden, NJ, USA). Microorganism colonies appeared after 72 h at 20 °C. This cultivation step resulted in a total of 67 fungal colonies and 48 bacterial colonies, which were then further isolated in pure cultures. After visual observation of the colonies, 33 distinct bacterial isolates were retained for DNA extraction and genetic identification. Selected bacterial isolates were then all kept in duplicates in LB broth:glycerol (50:50) at −20 °C and −80 °C.
2.2. DNA Extraction, PCR Amplification and Sequencing
Genomic DNA was extracted following protocols adapted from Ripoll et al. [31]. Nucleic acid quantification was performed with a Nano-Drop ND-1000 Nanospectrophotometer (Thermo Fisher Scientific, Geneva, Switzerland). PCR amplifications were carried out in a total reaction volume of 50 μL in a Biometra® Thermocycler (Goettingen, Germany), with target DNA used at a final concentration of 1 ng/μL. PCR reactions were performed with Bioline BIOTAQ™ DNA polymerase (Labgene Scientific, Châtel-Saint-Denis, Switzerland). Primers ITS 4 and ITS 5 for fungi [32] and 27F and 1492R for bacteria [33,34]) were purchased from Microsynth (Balgach, Switzerland). Conditions for the amplification of the internal transcribed spacer ITS were: an initial denaturation at 95 °C for 3 min, followed by a cycle of 30 s at 95 °C, 30 s at 56 °C, 15 s at 72 °C, repeated 34 times and terminated in 1 min at 72 °C. For amplification of the 16S rDNA gene, the conditions were an initial denaturation at 95 °C for 3 min, followed by 37 cycles (20 s at 95 °C; 15 s at 57 °C; 15 s at 72 °C) and a final step of 1 min at 72 °C. PCR products were finally purified prior to sequencing with the Wizard® SV Gel and PCR Clean-Up System (Promega, Dübendorf, Switzerland). Sanger DNA sequencing was then performed by Microsynth (Balgach, Switzerland). The resulting sequences were subsequently edited with FinchTV v.1.5.0, PhyDE® and MUSCLE [35] and registered in the Nucleotide database of the National Center for Biotechnology information (NCBI, Bethesda, MD, USA) under the accession numbers MH671830-MH671861 for bacterial isolates and MH673602-MH673613 for fungal isolates. DNA sequences were compared to the sequences of the NCBI nucleotide database using the BLASTn tool [36]. Genetic proximity of these 32 selected isolates with 77 sequences of close species isolated from tomato roots [30] was illustrated with a neighbor-joining tree produced with MEGA X v.11, using the Maximum Likelihood method and General Time Reversible model [37].
2.3. Selection of Potentially Interesting PGPR Isolates
Given the available literature on tomato rhizosphere and endophytic bacteria, in regard to the genetic identities of the obtained isolates, thirteen isolates belonging to potential PGPR species were retained for in planta evaluation and biochemical characterization. These choices are explained in Section 3.1 and Section 3.2. Besides that, multiple strains of the same species from the same sampled location and displaying the same 16S sequence were considered as one single strain, and therefore only one strain was used in these cases.
2.4. In Planta Tests
For setting up in planta tests, tomato seeds of the variety Montfavet H63-5 F1 (HM Clause, Portes-Lès-Valence, France) were sown at 2 seeds each in the seedling substrate Klassman 2 (Klasmann-Deilmann, Geeste, Germany). The substrate, previously sterilized for 20 min at 121 °C, was dispatched in two multipots plates (PMP; 36 × 54 cm; HerkuPlast Kubern, Ering, Germany) of 24 buckets (9 × 9 × 10 cm). Cultures were then thinned after germination in order to leave one plant per bucket. A total of 48 tomato plants were prepared for each of the 13 duplicated treatment modalities, as well as for the negative and positive controls, yielding 720 plants totally.
Bacteria inoculation occurred once plants had germinated, around 5 days after their sewing. For bacterial application, the 13 selected isolates were first cultured in 200 mL LB broth for 48 h at 28 °C in 250 mL Erlenmeyer flasks sealed with ParafilmTM and an aluminum foil stopper under mild agitation at 125 rpm. The resulting volume of culture was enough to inoculate each plant with 4 mL of a high-concentration bacterial culture, to which 50 mL of demineralized sterile water were added to moisten the soil. The positive control was watered with 50 mL of a commercial tomato fertilizer Biorga (50 g/L organic nitrogen, 50 g/L K2O, 6 g/L Mg; Hauert, Grossaffoltern, Switzerland) at the recommended concentration of 0.4%. The negative control only received 4 mL sterile LB broth without bacteria and 50 mL sterile water. All modalities were distributed using a completely randomized block design duplicated in the greenhouse, with 2 repetitions per modality yielding 720 seedlings totally. The culture was maintained for 3 weeks in summer 2018 and was watered every 2–3 days depending on the greenhouse conditions. The average temperatures ranged between 18.8 °C at night and 28 °C during the day from 27 July until 17 August, with a peak at 43.5 °C on 10 August. After 3 weeks, aerial and root parts were collected for measuring fresh and dry weights. Aerial and root parts were then dried for 48 h at 55 °C in a drying oven (Memmert, Büchenbach, Germany).
2.5. Statistical Analysis
Statistical analyses were performed with Minitab 18 (Minitab®). Due to some atypical values obtained after performing the Anderson–Darling normality tests, it appeared not to be possible to use variance analysis tests (ANOVA). For this reason, we use the nonparametric test of Kruskal–Wallis (KW) instead. The KW results are given in the Tables S1 and S2 for roots and aerial parts, respectively. The conditions were as follows: H0: all medians are equal; H1: at least one median is different; DOF 14: p-value 0.00 for adjusted/unadjusted.
2.6. Indole Acetic Acid Production
The production of indole acetic acid was assayed using Salkowski’s reagent according to Matsuda et al. (2018) [38]. Overnight LB cultures of bacterial isolates were used to inoculate triplicates consisting of 20 mL LB broth supplemented with 200 mg/L of tryptophan, conducted in 50 mL Falcon tubes. The tubes were then incubated at 20 °C with mild rotating shaking at 120 rpm. Two measurements were taken daily, over 48 h. At the end of this time, 1.5 mL samples were centrifuged 3 min at 10,000 rpm, and 1 mL of the clear supernatant was added to 1 mL of Salkowski reagent (H2SO4 (7.9 M); FeCl3 (12 g/L)) and incubated for 30 min at room temperature in the dark to allow the reaction to develop. Optical densities (ODs) were then read at 530 nm in a Lambda 2 spectrophotometer (Perkin Elmer, Schwerzenbach, Switzerland) and correlated with IAA production according to Glickmann and Dessaux (1995) [39]. The standard range proposed by Ahmad et al. (2008) [40] was optimized to allow accurate measurements at low concentrations. This new range included the following IAA concentrations: 300, 150, 100, 50, 25, 12.5, 6.25, 3.125 mg/mL.
2.7. Phosphate Solubilization
The capacity of the selected isolates to solubilize the phosphate was assayed using a protocol adapted from the method of Nautiyal (1999) [41]. For this purpose, the selected isolates were cultivated in triplicates in 10 mL LB broth, in 14 mL Falcon tubes, for 24 h at 20 °C with mild rotating shaking (125 rpm). Then, 1 mL sample of each culture was added to 10 mL of NBRIP (National Botanical Research Institute’s Phosphate) growth medium, which is rich in tricalcium phosphate Ca3(PO4)2, in 14 mL Falcon tubes and then cultured at 25 °C for 72 h under agitation at 180 rpm. Finally, the tubes were centrifuged at 10,000 rpm for 10 min, and 1.5 mL of the supernatant was pipetted into a spectrophotometer cell (1-cm path length). ODs were measured at 600 nm.
3. Results
3.1. Isolation, Identification and Selection of Endophytes
The first round of isolation of the microorganisms yielded 67 total fungal isolates and 49 bacterial isolates, whose distribution is shown in Figure 1. All isolates were observed and compared morphologically, and only distinct isolates were conserved for further DNA extraction and genetic identification. Out of 67 fungal isolates, twelve fungal isolates were chosen for further identification. Six fungal isolates kept from the samples from Serres des Marais revealed to belong to the same species Plectosphaerella cucumerina. The six isolates identified from Serres Pecorini and Pellet belonged to the following species: Fusarium oxysporum, Chaetomium elatum, Colletotrichum coccodes, Acremonium alternatum, Plectosphaerella cucumerina and Colletotrichum nigrum. As most of these fungi are potentially pathogenic to tomatoes, they were therefore discarded.
Out of 49 bacterial isolates, 32 distinct bacterial isolates were conserved and identified (Table 1). Surprisingly, the diversity of endophytic bacteria was also high in off-soil tomato culture. Few species were common between the three tomato culture sources, which would mean that cultivable tomato root endophytes might vary as a function of the tomato variety and the agricultural system. Concerning the bacteria, four isolates from Serres des Marais belonged to Pseudomonas palleroniana and were identical in sequence. The two strains of Pseudomonas reinekei from Serres des Marais were also genetically identical, as were the two strains of Microbacterium phylosphaerae from Serres Pecorini and Pellet. Pseudomonas fluorescens was found in tomatoes from Serres des Marais and Serres Pecorini and Pellet, while Bacillus simplex and Bacillus subtilis were found in Serres Pecorini and Pellet and Serres Chapuis in soil cultures. The diversity of the 32 bacterial isolates is shown in Figure 2, in comparison to 77 endophytic bacterial isolates from tomato roots [30].
Table 1.
Genus | Specie | Isolate Code | NCBI GenBank Accession | UASWS Code | Provenance |
---|---|---|---|---|---|
Pseudomonas | reinekei | B1 | MH671830.1 | UASWS1785 | 1 |
Pseudomonas | palleroniana | B2 | MH671831.1 | UASWS1786 | 1 |
Pseudomonas | fluorescens | B3 | MH671832.1 | UASWS1787 | 1 |
Pseudomonas | reinekei | B4 | MH671833.1 | UASWS1788 | 1 |
Pseudomonas | reinekei | B5 | MH671834.1 | UASWS1789 | 1 |
Pseudomonas | moraviensis | B6 | MH671835.1 | UASWS1790 | 1 |
Pseudomonas | koreensis | B7 | MH671836.1 | UASWS1791 | 1 |
Mycolicibacterium | neoaurum | B8 | MH671837.1 | UASWS1792 | 1 |
Rhodococcus | degradans | B9 | MH671838.1 | UASWS1793 | 1 |
Pseudomonas | palleroniana | B10 | MH671839.1 | UASWS1794 | 1 |
Paenarthrobacter | nicotinovorans | B11 | MH671840.1 | UASWS1795 | 1 |
Pseudomonas | poae | B12 | MH671841.1 | UASWS1796 | 1 |
Pseudomonas | grimontii | B13 | MH671842.1 | UASWS1797 | 1 |
Pseudomonas | palleroniana | B15 | MH671843.1 | UASWS1798 | 1 |
Pseudomonas | palleroniana | B16 | MH671844.1 | UASWS1799 | 1 |
Pseudomonas | fluorescens | B17 | MH671845.1 | UASWS1800 | 2 |
Bacillus | subtilis | B18 | MH671846.1 | UASWS1801 | 2 |
Bacillus | simplex | B19 | MH671847.1 | UASWS1802 | 2 |
Microbacterium | phyllosphaerae | B20 | MH671848.1 | UASWS1803 | 2 |
Microbacterium | phyllosphaerae | B21 | MH671849.1 | UASWS1804 | 2 |
Bacillus | wiedmannii | B22 | MH671850.1 | UASWS1805 | 2 |
Bacillus | safensis | B23 | MH671851.1 | UASWS1806 | 3 |
Bacillus | subterraneus | B24 | MH671852.1 | UASWS1807 | 3 |
Bacillus | subtilis | B25 | MH671853.1 | UASWS1808 | 3 |
Bacillus | simplex | B26 | MH671854.1 | UASWS1809 | 3 |
Pseudomonas | sp. | B27 | MH671855.1 | UASWS1810 | 3 |
Oceanobacillus | profundus | B28 | MH671856.1 | UASWS1811 | 3 |
Bacillus | aryabhattai | B29 | MH671857.1 | UASWS1812 | 3 |
Bacillus | foraminis | B30 | MH671859.1 | UASWS1813 | 3 |
Cellulosimicrobium | cellulans | B31 | MH671859.1 | UASWS1814 | 3 |
Bacillus | solani | B32 | MH671860.1 | UASWS1815 | 3 |
Bacillus | simplex | B33 | MH671861.1 | UASWS1816 | 3 |
3.2. Selected Microorganisms for Biochemical and in Planta Tests
Based on the recent literature [5,7,8,13,17,27,30], we retained the following isolates for further biochemical characterization and in planta tests: Pseudomonas fluorescens B3, Pseudomonas moraviensis B6, Pseudomonas koreensis B7, Rhodococcus degradans B9, Pseudomonas palleroniana B10 (from Serres des Marais, Veyrier), Pseudomonas fluorescens B17, Bacillus subtilis B18, Bacillus simplex B19, Microbacterium phyllosphaerae B20, (from Serres Pecorini et Pellet, Troinex), Bacillus safensis B23, Bacillus subtilis B25, Bacillus aryabhattai B29 and Bacillus simplex B33 (from Serres Chapuis, Veigy).
More specifically, the selection of these strains was motivated by the available information, which was sometimes scarce for certain species. Pseudomonas fluorescens has been long known as a growth promoter in tomato cultures [42,43]. Pseudomonas moraviensis has been shown to solubilize phosphate and promote growth in wheat [44]. Pseudomonas koreensis is also a phosphate solubilizer and a biocontrol agent of Pythium ultimum [45,46]. Rhodococcus degradans is little known for promoting plant and fungal growth [47] but belongs to a genus with several species known for degrading synthetic pesticides [48] or promoting plant growth [49]. Pseudomonas palleroniana is known for its high capacity to solubilize phosphate [50]. Bacillus subtilis was shown to have an effect on tomato seed germination [51], to confer protection against fungal pathogens [29,52], to increase tomato growth [28] and to prevent infestation by the insect Bemisia tabaci [53]. Bacillus subtilis and Bacillus simplex are also PGPR on legumes [54], while Bacillus simplex has already been identified as one of the most promising bacterium in tomatoes [55]. The species Microbacterium phyllosphaerae has been recently noticed as an endophytic PGPR in hemp [56] and beans [57]. The species Bacillus safensis, once isolated from wheat rhizosphere, has been characterized as a very efficient PGPR in corn [58] and a growth promoter in rice in high saline conditions [59], while Bacillus aryabhattai (syn. Priestia aryabhatta) has been shown to solubilize phosphate, to produce siderophores [60], to be tolerant of oxidative and nitrosative stress and to promote soybean growth by producing phytohormones [61].
3.3. In Planta Tests
Figure 3 and Figure 4 illustrate some of the cultures after 4 days and 22 days of culturing in the greenhouse. Figure 5 shows the details of individual plants (one negative control and one treated plant) and their aerial parts and roots. The treated plant has both more developed aerial parts and roots.
The fresh and dry weights of the shoots and roots were assessed for all 13 strains (Figure 6). Weights are given as average weights per plantlet. All isolates produced an increase in the fresh and dry weights of the shoots and roots far higher than the negative controls. Nine of them increased the roots’ fresh weight beyond the positive control (Figure 6d), and seven of the same isolates increased the roots’ dry weight. Concerning the shoots, two isolates B. subtilis B25, P. palleroniana B10 increased the shoots’ dry weight even beyond the positive control (Figure 6a), while none were better than the positive control for the shoots’ fresh weights (Figure 6c). The data had many atypical values, especially due to the low values of the negative controls, so normality tests (Anderson–Darling) were performed, and the possibly of using ANOVA was withdrawn. The test used is therefore the non-parametric Kruskal–Wallis test, which showed that all the roots’ fresh and dry weights for plants of all treatment types were statistically significantly different than those of the negative control plants. This was also the case for the shoots’ fresh and dry weights, where all isolates displayed a p-value less than 1‰ (0.000). For the fresh weights of the root system, the more significantly different effects were obtained with the isolates B. aryabhattai, B29, P. palleroniana B10 and P. moraviensis B6, all having p-values less than 1‰. Testing the difference in the roots’ dry weight showed that the isolates P. fluorescens B17, B. aryabhattai B29 and B. subtilis strain B18 produced the most significantly different effects compared to the negative control. For the shoots’ fresh weight, the positive control and then the treatments by the isolates P. palleroniana B10, P. fluorescens B17 and B. subtilis B18 were the most significantly different from the negative control, whereas the isolates P. palleroniana B10, B. subtilis B25 and B. aryabhattai B29 produced the more significant effects on the shoots’ dry weights.
All 13 strains performed far better than the negative control and were equivalent or superior to the positive control. This high difference can be partially explained by phosphate solubilization and the AIA production activities of these strains, but also by the fact that the substrate was sterilized prior to sewing and inoculation of the bacterial isolates. These conditions certainly allowed these bacteria to fully express their positive interactions with the tomato plants without being submitted to the concurrence of the microflora of the substrate. This could also explain the bad performance of the negative control, left without any natural microflora to interact with.
The ranking observed in Figure 6 was confirmed by KW tests for all average weights (Tables S1 and S2), showing that a performant isolate for one variable is not the best isolate for another variable: for instance, the isolate giving the highest average root fresh weight, P. moraviensis B6, does not perform the same for the average root dry weight. This is maybe due to the plant retaining more water in its root system under the influence of this bacterium.
3.4. Phosphate Solubilization
All strains proved able to solubilize phosphate after 72 h of incubation. The quest for phosphate-solubilizing bacteria useful in eco-friendly agriculture is a topical branch [62] and may be useful in tomato culture according to recent studies [63]. In our study, all 13 of the endophytic strains showed the ability to solubilize phosphate (Figure 7), with six isolates, Bacillus safensis B23, Bacillus aryabhattai B29, Bacillus subtilis B18, Bacillus subtilis B25, Pseudomonas moraviensis B6 and Bacillus simplex B19, being very distinctly high phosphate solubilizers. Both B. subtilis isolates were very similar in their activity, while the two B. simplex isolates behaved very differently, illustrating the need to precisely characterize the phosphate solubilization activity for each retained strain when developing PGPR for agriculture. Experimental data for the percentage decrease in OD600 nm are given in Table S3. We recently showed the correlation of the percentage decrease in OD600 nm with ICP-radial measurements of free phosphate in supernatants [64], which allows this test to be used as a good indicator for the bacterial capacity to solubilize phosphate.
3.5. Indole Acetic Acid Production
All tested isolates are capable of producing IAA (Figure 8). One isolate, Pseudomonas moraviensis B6, exhibited the largest production (11.38 mg/L). The other 12 isolates were similar concerning IAA production. Three of them, B. subtilis B18 (4.08 mg/L), B25 (4.34 mg/L) and P. fluorescens B3 (3.93 mg/L), showed to be good IAA producers. Concerning IAA production, the two B. simplex isolates from two different sources were very similar, although they expressed different capacities to solubilize phosphate. According to Ahmad et al. (2008) [39], the production of IAA is genotype-dependent. Our results showed that, for a tryptophan concentration of 200 mg/L, IAA production is comparable to the results described by Ahmad et al. (2008) [39], i.e., between 3.53 and 6.1 mg/L AIA was produced after 48 h. Experimental data for OD530 nm and its equivalence in IAA (mg/L) as measured at different incubation times are given in Tables S4 and S5.
4. Discussion
Growth stimulation results after 22 days are very close to those obtained with the positive control (chemical fertilizer), indicating that the bacteria have a fertilization action equal to the chemical fertilizers. The fact that these trials were run in sterile substrates also indicates that these bacterial strains may therefore help plants to optimize the use of the substrate. This could mean that fewer fertilizers might be used when establishing a culture.
The present study also completes the available knowledge on the bacterial endophytes of tomato roots, confirming many species as endophytes of tomato roots as observed in other works mentioned above, but with cultivable species also not yet observed in tomatoes, such as Oceanobacillus profundus, Mycolicibacterium neoaurum, Pseudomonas moraviensis, Pseudomonas koreensis, Rhodococcus degradans, Paenarthrobacter nicotinovorans, Pseudomonas poae, Pseudomonas grimontii, Microbacterium phyllosphaerae, Bacillus wiedmannii and Bacillus subterraneus.
The diversity of such cultivable PGPR also seems to vary as a function of the tomato variety and the agricultural system, which was applied in this study. Lemanceau et al. [65] observed that some plants were able to attract endophytic microorganisms that could be favorable to them. They demonstrated that flax (Linum usitatissimum) and tomato were able to attract specific strains of Pseudomonas, but this was low in abundance and only in non-rhizosphere soil. The selective recruitment of PGPR by plants would certainly be multifactorial and depend on the culture conditions and the availability of particular species in the proximity of the plants. A recent study by Friman et al. [66] showed, for example, that plants recruit certain rhizobacteria in response to an insect attack on its aerial parts, in order to increase its natural defenses against the aggressor. If much research has been conducted to demonstrate the potential growth-promoting or other beneficial effects of endophytic bacteria for tomatoes, however, studies determining which endophytic bacteria have the best potential for growth promotion or biocontrol agents have been rare. In a similar work, Tian et al. [67] identified 49 strains of different endophytic bacteria species from the tomato root microbiome, all belonging to the phylla of firmicutes and proteobacteria. Proteobacteria orders included Pseudomonadales, Enterobacteriales, Rhizobiales, Burkholderiales and Xanthomonadales. A total of 31 of the 49 strains demonstrated antagonistic activity against microbial targets, and most of the endophytes with antimicrobial activity were Bacillus and Pseudomonas strains. Most isolates also had a capacity to promote growth, but only three strains produced AIA when grown on media containing L-tryptophan. Seventeen strains were nitrogen-fixing, with the Bacillus and Rhizobium species being the main represented species. These results showed that most of the beneficial endophytic root bacteria tested belonged to three main genera, Pseudomonas, Bacillus and Rhizobium [67], while we did not isolate any Rhizobium strains in the present study. More recently, it was shown that the nature of the sampling site could also play an important role in modulating the bacterial diversity of the tomato rhizosphere [68]. This could explain why the rare studies on the diversity of cultivable endophytic bacteria [30,65,67,69] isolated from tomato roots show different spectra of bacteria species.
The diversity we observed in our experiments leads us to think that these different species may interact between themselves and the plants in order to favorize plant growth. From the available literature, it seems that the Bacillus and Pseudomonas species could be more efficient biofertilizers when used together [8,70,71,72]
5. Conclusions
Future works should therefore focus on finding the optimal combinations of the isolates characterized in this study, as well as prospecting the combinations of bacteria with fungi, such as was conducted for the B. amyloliquefaciens and Trichoderma species [72]. It will be highly rewarding to use these bacteria due to their effect on growth promotion, but characterization of their antifungal activities should also be pursued since it appears more and more that some species can harbor these two assets [64,66].
The diversity of microbes found in Solanum lycopersicum L. has been approached on some occasions [6,8,30,67,69,73], and some bacterial biofertilizers are already available on the market. Out of the thirteen endophytic isolates from tomato roots studied, three of them, B. subtilis B25, P. palleroniana and P. fluorescens B17, are highly promising and should now be developed further to find their place on the global biostimulants markets. Such bacteria could also enrich our knowledge of bacterial root endophytes linked to plant growth promotion [74,75], which is determinant for developing a new agriculture able to face an increasing number of problems such as recurrent droughts and phosphate shortages.
Acknowledgments
We are grateful to Patrick Brestaz and Alexandre Cudet (Serre des Marais, Veyrier, Switzerland), Olivier Chapuis (Veigy, France) and Jean-Luc Pecorini and Jean-Michel Pellet, (Troinex, Switzerland), all vegetable growers, for allowing us to sample from their greenhouses.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/microorganisms10040765/s1, Table S1: KW test results for root dry and fresh weights; Table S2: KW test results for aerial parts’ dry and fresh weights; Table S3: IAA production—DO530 nm measured at different incubation times; Table S4: IAA production—Equivalence in IAA (mg/L) measured at different incubation times; Table S5: Phosphate solubilization—OD600 nm decrease (%).
Author Contributions
Conceptualization, B.G., F.L. and B.C.; methodology, B.G., J.C., F.L. and B.C.; validation, B.C. and F.L.; formal analysis, B.C. and F.L.; investigation, B.G. and B.C.; resources, J.C., R.C. and F.L.; data curation, B.C. and L.A.; writing—original draft preparation, B.C., L.A. and F.L.; writing—review and editing, B.C. and F.L.; supervision, F.L.; project administration, F.L.; funding acquisition, F.L. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding. These works were funded by HEPIA and the Research Strategic Fund of the HES-SO University of Applied Sciences and Arts Western Switzerland.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
DNA sequences of the organisms isolated in this work have been registered in the Nucleotide database of the National Center for Biotechnology information (NCBI) under the accession numbers MH671830 to MH671861 for bacterial isolates and MH673602 to MH673613 for fungal isolates.
Conflicts of Interest
The authors declare no conflict of interest.
Computer Code and Software
FinchTV v.1.5.0 software (Geospiza, Inc., Seattle, WA, USA) is available at https://digitalworldbiology.com/FinchTV, accessed on 18 February 2022. PhyDE® software is available at http://www.phyde.de/, accessed on 18 February 2022). MEGA X v.11. is available at https://www.megasoftware.net/, accessed on 18 February 2022.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Bergougnoux V. The history of tomato: From domestication to biopharming. Biotechnol. Adv. 2014;32:170–189. doi: 10.1016/j.biotechadv.2013.11.003. [DOI] [PubMed] [Google Scholar]
- 2.Ahemad M., Kibret M. Mechanisms and applications of plant growth promoting rhizobacteria: Current perspective. J. King Saud Univ. Sci. 2014;26:1–20. doi: 10.1016/j.jksus.2013.05.001. [DOI] [Google Scholar]
- 3.Arora N.K., Fatima T., Mishra I., Verma S. Microbe-based inoculants: Role in next green revolution. In: Vertika S., Narendra K., editors. Environmental Concerns and Sustainable Development. Springer; Singapore: 2019. pp. 191–246. Volume 2: Biodiversity, Soil and Waste Management. [Google Scholar]
- 4.Weerapol Y., Nimraksa H., Paradornuwat A., Sriamornsak P. Development of ready-to-use products derived from Bacillus subtilis strain CMs026 for plant disease control. BioControl. 2019;64:173–183. doi: 10.1007/s10526-019-09929-1. [DOI] [Google Scholar]
- 5.Gravel V., Antoun H., Tweddell R.J. Growth stimulation and fruit yield improvement of greenhouse tomato plants by inoculation with Pseudomonas putida or Trichoderma atroviride: Possible role of indole acetic acid (IAA) Soil Biol. Biochem. 2007;39:1968–1977. doi: 10.1016/j.soilbio.2007.02.015. [DOI] [Google Scholar]
- 6.Ottesen A.R., González Peña A., White J.R., Pettengill J.B., Li C., Allard S., Rideout S., Allard M., Hill T., Evans P., et al. Baseline survey of the anatomical microbial ecology of an important food plant: Solanum lycopersicum (tomato) BMC Microbiol. 2013;13:114. doi: 10.1186/1471-2180-13-114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Romero F.M., Marina M., Pieckenstain F.L. The communities of tomato (Solanum lycopersicum L.) leaf endophytic bacteria, analyzed by 16S-ribosomal RNA gene pyrosequencing. FEMS Microbiol. Lett. 2014;351:187–194. doi: 10.1111/1574-6968.12377. [DOI] [PubMed] [Google Scholar]
- 8.Bradáčová K., Florea A., Bar-Ta A., Minz D., Yermiyahu U., Shawahna R., Kraut-Cohen J., Zolti A., Erel R., Dietel K., et al. Microbial consortia versus single-strain inoculants: An advantage in PGPM-assisted tomato production? Agronomy. 2019;9:105. doi: 10.3390/agronomy9020105. [DOI] [Google Scholar]
- 9.Durairaj K., Velmurugan P., Park J.H., Chang W.S., Park Y.J., Senthilkumar P., Choi K.M., Lee J.H., Oh B.T. Characterization and assessment of two biocontrol bacteria against Pseudomonas syringae wilt in Solanum lycopersicum and its genetic responses. Microbiol. Res. 2018;206:43–49. doi: 10.1016/j.micres.2017.09.003. [DOI] [PubMed] [Google Scholar]
- 10.Ruzzi M., Aroca R. Plant growth-promoting rhizobacteria act as biostimulants in horticulture. Sci. Hortic. 2015;196:124–134. doi: 10.1016/j.scienta.2015.08.042. [DOI] [Google Scholar]
- 11.Schütz L., Gattinger A., Meier M., Müller A., Boller T., Mäder P., Mathimaran N. Improving Crop yield and nutrient use efficiency via biofertilization—A global meta-analysis. Front. Plant Sci. 2018;8:2204. doi: 10.3389/fpls.2017.02204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Stamenković S., Beškoski V., Karabegović I., Lazić M., Nikolić N. Microbial fertilizers: A comprehensive review of current findings and future perspectives. Span. J. Agric. Res. 2018;16:e09R01-01. doi: 10.5424/sjar/2018161-12117. [DOI] [Google Scholar]
- 13.Thomas P., Upreti R. Evaluation of tomato seedling root-associated bacterial endophytes towards organic seedling production. Org. Agric. 2016;6:89–98. doi: 10.1007/s13165-015-0111-9. [DOI] [Google Scholar]
- 14.Martínez-Viveros O., Jorquera M., Crowley D., Gajardo G., Mora M. Mechanisms and practical considerations involved in plant growth promotion by rhizobacteria. J. Soil Sci. Plant Nutr. 2010;10:293–319. doi: 10.4067/S0718-95162010000100006. [DOI] [Google Scholar]
- 15.Gupta G., Pariha S.S., Ahirwar N.K., Snehi S.K., Singh V. Plant Growth Promoting Rhizobacteria (PGPR): Current and future prospects for development of sustainable agriculture. J. Microb. Biochem. Technol. 2015;7:96–102. [Google Scholar]
- 16.Gouda S., Kerry R.G., Das G., Paramithiotis S., Shin H.S., Patra J.K. Revitalization of plant growth promoting rhizobacteria for sustainable development in agriculture. Microbiol. Res. 2018;206:131–140. doi: 10.1016/j.micres.2017.08.016. [DOI] [PubMed] [Google Scholar]
- 17.Siddiqui Z.A. PGPR: Prospective biocontrol agents of plant pathogens. In: Siddiqui Z.A., editor. PGPR: Biocontrol and Biofertilization. Springer; Dordrecht, NL, USA: 2006. pp. 111–142. [Google Scholar]
- 18.Beneduzi A., Ambrosini A., Passaglia L.M.P. Plant growth-promoting rhizobacteria (PGPR): Their potential as antagonists and biocontrol agents. Genet. Mol. Biol. 2012;35:1044–1051. doi: 10.1590/S1415-47572012000600020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Sharma S.B., Sayyed R.Z., Trivedi M.H., Gobi T.A. Phosphate solubilizing microbes: Sustainable approach for managing phosphorus deficiency in agricultural soils. Springerplus. 2013;2:587. doi: 10.1186/2193-1801-2-587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Mena-Violante H.G., Olalde-Portugal V. Alteration of tomato fruit quality by root inoculation with plant growth-promoting rhizobacteria (PGPR): Bacillus subtilis BEB-13bs. Sci. Hortic. 2007;113:103–106. doi: 10.1016/j.scienta.2007.01.031. [DOI] [Google Scholar]
- 21.Stinson M., Ezra D., Hess W.M., Sears J., Strobel G. An endophytic Gliocladium sp. of Eucryphia cordifolia producing selective volatile antimicrobial compounds. Plant Sci. 2003;165:913–922. doi: 10.1016/S0168-9452(03)00299-1. [DOI] [Google Scholar]
- 22.Kai M., Effmert U., Berg G., Piechulla B. Volatiles of bacterial antagonists inhibit mycelial growth of the plant pathogen Rhizoctonia solani. Arch. Microbiol. 2007;187:351–360. doi: 10.1007/s00203-006-0199-0. [DOI] [PubMed] [Google Scholar]
- 23.Yang J., Kloepper J.W., Ryu C. Rhizosphere bacteria help plants tolerate abiotic stress. Trends Plant Sci. 2008;14:1–4. doi: 10.1016/j.tplants.2008.10.004. [DOI] [PubMed] [Google Scholar]
- 24.Kegge W., Pierik R. Biogenic Volatile organic compounds and plant competition. Trends Plant Sci. 2010;15:126–132. doi: 10.1016/j.tplants.2009.11.007. [DOI] [PubMed] [Google Scholar]
- 25.Senthilraja G., Anand T., Kennedy J.S., Raguchander T., Samiyappan R. Plant Growth Promoting Rhizobacteria (PGPR) and entomopathogenic fungus bioformulation enhance the expression of defense enzymes and pathogenesis-related proteins in groundnut plants against leafminer insect and collar rot pathogen. Physiol. Mol. Plant Pathol. 2013;82:10–19. doi: 10.1016/j.pmpp.2012.12.002. [DOI] [Google Scholar]
- 26.Correa O.S., Romero A.M., Montecchia M.S., Soria M.A. Tomato genotype and Azospirillum inoculation modulate the changes in bacterial communities associated with roots and leaves. J. Appl. Microbiol. 2007;102:781–786. doi: 10.1111/j.1365-2672.2006.03122.x. [DOI] [PubMed] [Google Scholar]
- 27.Enya J., Shinohara H., Yoshida S., Tsukiboshi T., Negishi H., Suyama K., Tsushima S. Culturable leaf-associated bacteria on tomato plants and their potential as biological control agents. Microb. Ecol. 2007;53:524–536. doi: 10.1007/s00248-006-9085-1. [DOI] [PubMed] [Google Scholar]
- 28.Iqbal S. In vitro characterization of bacterial endophytes from tomato (Solanum lycopersicum Mill.) for phytobeneficial traits. Appl. Ecol. Environ. Res. 2018;16:1037–1051. doi: 10.15666/aeer/1602_10371051. [DOI] [Google Scholar]
- 29.Jangir M., Pathak R., Sharma S., Sharma S. Biocontrol mechanisms of Bacillus sp., isolated from tomato rhizosphere, against Fusarium oxysporum f. sp. lycopersici. Biol. Control. 2018;123:60–70. doi: 10.1016/j.biocontrol.2018.04.018. [DOI] [Google Scholar]
- 30.Anzalone A., Di Guardo M., Bella P., Ghadamgahi F., Dimaria G., Zago R., Cirvilleri G., Catara V. Bioprospecting of beneficial bacteria traits associated with tomato root in greenhouse environment reveals that sampling sites impact more than the root compartment. Front. Plant Sci. 2021;12:637582. doi: 10.3389/fpls.2021.637582. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ripoll J., Bon M.C., Jones W. Optimalisation de L’extraction d’ADN Génomique de la Morelle Jaune (Solanum elaeagnifolium Cav.), une Plante Invasive des Milieux Cultivés en Région Méditerranéenne. [(accessed on 18 February 2022)];BASE. 2011 1:95–100. Available online: https://popups.uliege.be/1780-4507/index.php?id=7020. [Google Scholar]
- 32.White T.J., Bruns T., Lee S., Taylor J.W. Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. In: Innis M.A., Gelfand D.H., Sninsky J., White T.J., editors. PCR Protocols: A Guide to Methods and Applications. Academic Press; New York, NY, USA: 1990. pp. 315–322. [Google Scholar]
- 33.Weisburg W.G., Barns S.M., Pelletier D.A., Lane D.J. 16S Ribosomal DNA Amplification for phylogenetic study. J. Bacteriol. 1991;173:697–703. doi: 10.1128/jb.173.2.697-703.1991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Frank J.A., Reich C.I., Sharma S., Weisbaum J.S., Wilson B.A., Olsen G.J. Critical evaluation of two primers commonly used for amplification of bacterial 16S rRNA genes. Appl. Environ. Microbiol. 2008;74:2461–2470. doi: 10.1128/AEM.02272-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Edgar R.C. MUSCLE: Multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 2004;32:1792–1797. doi: 10.1093/nar/gkh340. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Altschul S.F., Madden T.L., Schäffer A.A., Zhang J., Zhang Z., Miller W., Lipman D.J. Gapped BLAST and PSI-BLAST: A new generation of protein database search programs. Nucleic Acids Res. 1997;25:3389–3402. doi: 10.1093/nar/25.17.3389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kumar S., Stecher G., Li M., Knyaz C., Tamura K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Mol. Biol. Evol. 2018;35:1547–1549. doi: 10.1093/molbev/msy096. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Matsuda R., Handayani M.L., Sasaki H., Takechi K., Takano H., Takio S. Production of indoleacetic acid by strains of the epiphytic bacteria Neptunomonas spp. isolated from the red alga Pyropia yezoensis and the seagrass Zostera marina. Arch. Microbiol. 2018;200:255–265. doi: 10.1007/s00203-017-1439-1. [DOI] [PubMed] [Google Scholar]
- 39.Glickmann E., Dessaux Y. A critical examination of the specificity of the Salkowski reagent for indolic compounds produced by phytopathogenic bacteria. Appl. Environ. Microbiol. 1995;61:793–796. doi: 10.1128/aem.61.2.793-796.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Ahmad F., Ahmad I., Khan M.S. Screening of free-living rhizospheric bacteria for their multiple plant growth promoting activities. Microbiol. Res. 2008;163:173–181. doi: 10.1016/j.micres.2006.04.001. [DOI] [PubMed] [Google Scholar]
- 41.Nautiyal C. An efficient microbiological growth medium for screening phosphate solubilizing microorganisms. FEMS Microbiol. Lett. 1999;170:265–270. doi: 10.1111/j.1574-6968.1999.tb13383.x. [DOI] [PubMed] [Google Scholar]
- 42.Bona E., Todeschini V., Cantamessa S., Cesaro P., Copetta A., Lingua G., Gamalero E., Berta G., Massa N. Combined bacterial and mycorrhizal inocula improve tomato quality at reduced fertilization. Sci. Hortic. 2018;234:160–165. doi: 10.1016/j.scienta.2018.02.026. [DOI] [Google Scholar]
- 43.Kandan A., Ramiah M., Vasanthi V.J., Radjacommare R., Nandakumar R., Ramanathan A., Samiyappan R. Use of Pseudomonas fluorescens–based formulations for management of tomato spotted wilt virus (TSWV) and enhanced yield in tomato. Biocontrol Sci. Technol. 2005;15:553–569. doi: 10.1080/09583150500088546. [DOI] [Google Scholar]
- 44.Hassan T.U., Bano A. Biofertilizer: A novel formulation for improving wheat growth, physiology and yield. Pak. J. Bot. 2016;48:2233–2241. [Google Scholar]
- 45.Hultberg M., Alsberg T., Khalil S., Alsanius B. Suppression of disease in tomato infected by Pythium ultimum with a biosurfactant produced by Pseudomonas koreensis. BioControl. 2010;55:435–444. doi: 10.1007/s10526-009-9261-6. [DOI] [Google Scholar]
- 46.Kasotia A., Choudhary D.K. Induced Inorganic Phosphate Solubilization Through N-Methyl-N′-Nitro-N-Nitrosoguanidine Treated Mutants of Pseudomonas koreensis Strain AK-1 (MTCC Number 12058) Under Polyethylene Glycol. Proc. Natl. Acad. Sci. India Sect. B Biol. Sci. 2016;86:115–123. doi: 10.1007/s40011-014-0416-6. [DOI] [Google Scholar]
- 47.Oh S.-Y., Kim M., Eimes J.A., Lim Y.W. Effect of fruiting body bacteria on the growth of Tricholoma matsutake and its related molds. PLoS ONE. 2018;13:e0190948. doi: 10.1371/journal.pone.0190948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Bell K.S., Philp J.C., Aw D.W.J., Christofi N. A review: The genus Rhodococcus. J. Appl. Microbiol. 1998;85:195–210. doi: 10.1046/j.1365-2672.1998.00525.x. [DOI] [PubMed] [Google Scholar]
- 49.Francis I.M., Stes E., Zhang Y., Rangel D., Audenaert K., Vereecke D. Mining the genome of Rhodococcus fascians, a plant growth-promoting bacterium gone astray. New Biotechnol. 2016;33:706–717. doi: 10.1016/j.nbt.2016.01.009. [DOI] [PubMed] [Google Scholar]
- 50.Tomer S., Suyal D.C., Shukla A., Rajwar J., Yadav A., Shouche Y., Goel R. Isolation and characterization of phosphate solubilizing bacteria from Western Indian Himalayan soils. 3 Biotech. 2017;7:95. doi: 10.1007/s13205-017-0738-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Cabra Cendales T., Rodríguez González C.A., Villota Cuásquer C.P., Tapasco Alzate O.A., Hernández Rodríguez A. Bacillus effect on the germination and growth of tomato seedlings (Solanum lycopersicum L.) Acta Biol. Colomb. 2017;22:37. doi: 10.15446/abc.v22n1.57375. [DOI] [Google Scholar]
- 52.Amaresan N., Jayakumar V., Kumar K., Thajuddin N. Isolation and characterization of plant growth promoting endophytic bacteria and their effect on tomato (Lycopersicon esculentum) and chilli (Capsicum annuum) seedling growth. Ann. Microbiol. 2012;62:805–810. doi: 10.1007/s13213-011-0321-7. [DOI] [Google Scholar]
- 53.Valenzuela-Soto J.H., Estrada-Hernández M.G., Ibarra-Laclette E., Délano-Frier J.P. Inoculation of tomato plants (Solanum lycopersicum) with growth-promoting Bacillus subtilis retards whitefly Bemisia tabaci development. Planta. 2010;231:397–410. doi: 10.1007/s00425-009-1061-9. [DOI] [PubMed] [Google Scholar]
- 54.Schwartz A., Ortiz I., Maymon M., Herbold C., Fujishige N., Vijanderan J., Villella W., Hanamoto K., Diener A., Sanders E., et al. Bacillus simplex—A little known PGPB with anti-fungal activity—Alters pea legume root architecture and nodule morphology when co-inoculated with Rhizobium leguminosarum bv. viciae. Agronomy. 2013;3:595–620. doi: 10.3390/agronomy3040595. [DOI] [Google Scholar]
- 55.Hassen A.I., Labuschagne N. Root colonization and growth enhancement in wheat and tomato by rhizobacteria isolated from the rhizoplane of grasses. World J. Microbiol. Biotechnol. 2010;26:1837–1846. doi: 10.1007/s11274-010-0365-z. [DOI] [Google Scholar]
- 56.Afzal I., Shinwari Z.K., Iqrar I. Selective isolation and characterization of agriculturally beneficial endophytic bacteria from wild hemp using canola. Pak. J. Bot. 2015;47:1999–2008. [Google Scholar]
- 57.De Oliveira Costa L.E., de Queiroz M.V., Borges A.C., de Moraes C.A., de Araújo E.F. Isolation and characterization of endophytic bacteria isolated from the leaves of the common bean (Phaseolus vulgaris) Braz. J. Microbiol. 2012;43:1562–1575. doi: 10.1590/S1517-83822012000400041. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Akinrinlola R.J., Yuen G.Y., Drijber R.A., Adesemoye A.O. Evaluation of Bacillus strains for plant growth promotion and predictability of efficacy by in vitro physiological traits. Int. J. Microbiol. 2018;2018:5686874. doi: 10.1155/2018/5686874. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Khan A.L., Halo B.A., Elyassi A., Ali S., Al-Hosni K., Hussain J., Al-Harrasi A., Lee I.J. Indole acetic acid and ACC deaminase from endophytic bacteria improves the growth of Solanum lycopersicum. Electron. J. Biotechnol. 2016;21:58–64. doi: 10.1016/j.ejbt.2016.02.001. [DOI] [Google Scholar]
- 60.Bhattacharyya C., Bakshi U., Mallick I., Mukherji S., Bera B., Ghosh A. Genome-guided insights into the plant growth promotion capabilities of the physiologically versatile Bacillus aryabhattai strain AB211. Front. Microbiol. 2017;8:411. doi: 10.3389/fmicb.2017.00411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Park Y.G., Mun B.G., Kang S.M., Hussain A., Shahzad R., Seo C.W., Yun B.W. Bacillus aryabhattai SRB02 tolerates oxidative and nitrosative stress and promotes the growth of soybean by modulating the production of phytohormones. PLoS ONE. 2017;12:e0173203. doi: 10.1371/journal.pone.0173203. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Yu L.Y., Huang H.B., Wang X.H., Li S., Feng N.X., Zhao H.M., Huang X.P., Li Y.W., Li H., Cai Q.Y., et al. Novel phosphate-solubilising bacteria isolated from sewage sludge and the mechanism of phosphate solubilisation. Sci. Total Environ. 2019;658:474–484. doi: 10.1016/j.scitotenv.2018.12.166. [DOI] [PubMed] [Google Scholar]
- 63.Alori E.T., Glick B.R., Babalola O.O. Microbial phosphorus solubilization and its potential for use in sustainable agriculture. Front. Microbiol. 2017;8:971. doi: 10.3389/fmicb.2017.00971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Joly P., Calteau A., Wauquier A., Dumas R., Beuvin M., Vallenet D., Crovadore J., Cochard B., Lefort F., Berthon J.Y. From strain characterization to field authorization: Highlights on Bacillus velezensis strain B25 beneficial properties for plants and its activities on phytopathogenic fungi. Microorganisms. 2021;9:1924. doi: 10.3390/microorganisms9091924. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Lemanceau P., Corberand T., Gardan L., Latour X., Laguerre G., Boeufgras J.M., Alabouvette C. Effect of two plant species, flax (Linum usitatissinum L.) and tomato (Lycopersicon esculentum Mill.), on the diversity of soilborne populations of fluorescent Pseudomonas. Appl. Environ. Microbiol. 1995;61:1004–1012. doi: 10.1128/aem.61.3.1004-1012.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Friman J., Pineda A., van Loon J.J., Dicke M. Bidirectional plant-mediated interactions between rhizobacteria and shoot-feeding herbivorous insects: A community ecology perspective. Ecol Entomol. 2021;46:1–10. doi: 10.1111/een.12966. [DOI] [Google Scholar]
- 67.Tian B., Zhang C., Ye Y., Wen J., Wu Y., Wang H., Li H., Cai S., Cai W., Cheng Z., et al. Beneficial traits of bacterial endophytes belonging to the core communities of the tomato root microbiome. Agric. Ecosyst. Environ. 2017;247:149–156. doi: 10.1016/j.agee.2017.06.041. [DOI] [Google Scholar]
- 68.Domenech J., Reddy M.S., Kloepper J.W., Ramos B., Gutierrez-Mañero J. Combined application of the biological product LS213 with Bacillus, Pseudomonas or Chryseobacterium for growth promotion and biological control of soil-borne diseases in pepper and tomato. Biocontrol. 2006;51:245–258. doi: 10.1007/s10526-005-2940-z. [DOI] [Google Scholar]
- 69.Rocha F.Y.O., de Oliveira C.M., da Silva P.R.A., de Melo L.H.V., do Carmo M.G.F., Baldani J.I. Taxonomical and functional characterization of Bacillus strains isolated from tomato plants and their biocontrol activity against races 1, 2 and 3 of Fusarium oxysporum f. sp. Lycopersici. Appl. Soil. Ecol. 2017;120:8–19. doi: 10.1016/j.apsoil.2017.07.025. [DOI] [Google Scholar]
- 70.Stamenov D.R., Djuric S., Hajnal-Jafari T., Andjelkovic S. Influence of Pseudomonas and Bacillus strains isolated from Lolium perenne rhizospheric soil in Vojvodina (Serbia) on planth growth and soil microbial communities. Pol. J. Microbiol. 2017;66:269–272. doi: 10.5604/01.3001.0010.7879. [DOI] [PubMed] [Google Scholar]
- 71.He Y., Pantigoso H.A., Wu Z., Vivanco J.M. Co-inoculation of Bacillus sp. and Pseudomonas putida at different development stages acts as a biostimulant to promote growth, yield and nutrient uptake of tomato. J. Appl. Microbiol. 2019;127:196–207. doi: 10.1111/jam.14273. [DOI] [PubMed] [Google Scholar]
- 72.Molla A.H., Manjurul H., Amdadul H., Ilias G.N.M. Trichoderma-Enriched biofertilizer enhances production and nutritional quality of tomato (Lycopersicon esculentum Mill.) and minimizes NPK fertilizer use. Agric. Res. 2012;1:265–272. doi: 10.1007/s40003-012-0025-7. [DOI] [Google Scholar]
- 73.Cheng Z., Lei S., Li Y., Huang W., Ma R., Xiong J., Zhang T., Jin L., Haq H.u., Xu X., et al. Revealing the variation and stability of bacterial communities in tomato rhizosphere microbiota. Microorganisms. 2020;8:170. doi: 10.3390/microorganisms8020170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Gaiero J.R., McCall C.A., Thompson K.A., Day N.J., Best A.S., Dunfield K.E. Inside the root microbiome: Bacterial root endophytes and plant growth promotion. Am. J. Bot. 2013;100:1738–1750. doi: 10.3732/ajb.1200572. [DOI] [PubMed] [Google Scholar]
- 75.Ramakrishna W., Yadav R., Li K. Plant growth promoting bacteria in agriculture: Two sides of a coin. Appl. Soil Ecol. 2019;138:10–18. doi: 10.1016/j.apsoil.2019.02.019. [DOI] [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
DNA sequences of the organisms isolated in this work have been registered in the Nucleotide database of the National Center for Biotechnology information (NCBI) under the accession numbers MH671830 to MH671861 for bacterial isolates and MH673602 to MH673613 for fungal isolates.