Abstract
Stress caused by pathogens strongly damages plants. Developing products to control plant disease is an important challenge in sustainable agriculture. In this study, a heat-killed endophytic bacterium (HKEB), Bacillus aryabhattai, is used to induce plant defense against fungal and bacterial pathogens, and the main defense pathways used by the HKEB to activate plant defense are revealed. The HKEB induced high protection against different pathogens through the salicylic and jasmonic acid pathways. We report the presence of gentisic acid in the HKEB for the first time. These results show that HKEBs may be a useful tool for the management of plant diseases.
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Introduction
In nature, plants are constantly affected by different biotic and abiotic stresses1,2. The effects of diseases caused by plant pathogens are among the main limiting factors of crop yields, resulting in losses of 10–30% every year in different important crops3. The control of plant diseases should involve integral sustainable management where farmers combine different genetic, biological, chemical and agricultural practices4. Sustainable management systems allow plants to be protected from disease through environmentally friendly approaches while achieving adequate yields5.
Plant species have evolved an innate immune system with two levels of pathogen recognition6. The levels differ in terms of localization, pattern recognition and defense response development. The first level of recognition is established in the plasma membrane or apoplastic space through pattern recognition receptors, such as receptor-like kinases or receptor-like proteins. These receptors recognize microbe-associated molecular patterns (MAMPs), damage-associated molecular patterns (DAMPs)7 and pathogen-associated molecular patterns (PAMPs)8. This recognition enables a series of molecular events, such as oxidative burst, nitric oxide production, callose deposition, and the induction of transcription factors related to plant defense reactions via a complex stream of mitogen-activated protein kinases9, to occur. The second level of recognition occurs in the cytoplasm through nucleotide-binding site leucine-rich repeat (NB-LRR) receptors that detect pathogen effector proteins6,10,11.
There are several different types of MAMPs in bacteria, including flagellin, which is the main protein of flagella12,13, and the elongation factor Tu14,15. Other MAMPs include lipoproteins, lipopeptides, porins, peptidoglycan, lipoteichoic acid, lipoarabinomannan, mycolic acids, mannose-rich glycans, N-formylmethionine, glycolipids and lipopolysaccharide, the last of which is present in the outer membrane of the bacterial cell wall16,17,18,19,20.
Previous studies have shown that peptidoglycan triggers the defense response in Arabidopsis thaliana19, tobacco21, tomato22 and rice23. In addition, lipopolysaccharides activate defense responses in plants24. Treatment with lipopolysaccharides in A. thaliana induces nitric oxide (NO) synthase, which plays an important role in defense gene expression and resistance to pathogenic bacteria18,25,26.
Heat-killed bacteria have been proposed as a good option for the treatment of different diseases. Heat-killed lactic acid bacteria possess immunomodulatory functions, providing the advantages of a longer product shelf life, easier storage, and more convenient transportation. These cells have immunomodulatory ability via increased cytokines triggering the immune response27,28. However, studies on the role of heat-killed bacteria in plant defense activation are lacking.
Previous studies have shown that some endophytic bacterial species activate a systemic defense against different types of plant pathogens29. A number of plant endophytic bacteria protect plants from soil-borne pathogens, inducing systemic resistance in aerial plant parts. For example, A. thaliana plants treated with Bacillus pumilus strain SE34 showed reduced disease severity and symptom development in relation to cucumber mosaic virus30. The induction of systemic resistance was mediated by plant signaling molecules such as jasmonic acid (JA) and ethylene30. However, the biocontrol effect of this bacterium against A. thaliana root infection by Pseudomonas syringae was attributed to its abilities to form biofilms and to produce surfactin31. Additionally, in A. thaliana (Col-0) plants exposed to a Bacillus subtilis-derived elicitor, acetoin triggered a strong defense response to P. syringae pv. tomato DC3000 through salicylic acid/ethylene, whereas JA was not essential32. Although endophytic microbes can establish an interesting and beneficial alliance during plant interactions, little is known about how MAMPs from heat-killed endophytic bacteria (HKEBs) could be used to activate plant defense. The use of HKEBs or their fractions or purified components with innate immune regulatory functions in different areas creates the possibility of using this approach to activate plant defense against important diseases33,34,35,36,37.
Interesting results have been obtained using bioactive compounds and natural products under field conditions38,39,40,41. These compounds can induce important reactions, trigger endogenous plant defense responses, inhibit pathogen colonization and proliferation and facilitate sustainable and healthy agriculture42,43,44. The use of environmentally friendly products is an appropriate practice for avoiding the negative impact of chemical pesticides45. The use of HKEBs is an interesting option for activating plant defense against different diseases.
Botrytis cinerea, one of the most notorious cosmopolitan fungi and the second most important phytopathogenic fungus, is a model for studying the infection process of necrotrophic fungi46, while P. syringae pv. tomato, a phytopathogenic bacterial species that includes pathogenic strains of a wide variety of plant species47, has been used as a model to elucidate several key interactions between plants and biotrophic pathogens6. Hence, our main aim was to evaluate HKEB as inducers of plant defense against such necrotrophic and biotrophic pathogens. We used different functional evaluations to detect and show the high induction of plant defense by HKEB. In addition, we identified the key molecules in HKEB that are involved in this activation.
Results
Identification of the endophytic bacterial strain
One strain (B003) was isolated from the wild plant species at a concentration of 3.1 × 102 cfu/cm of fresh root. Strain B003 was a small, rod-shaped, gram-positive, spore-forming bacterium belonging to the genus Bacillus. The bacterial strain was identified using the partial (1147 bp) 16S rRNA gene. Using the taxonomically united database of 16S rRNA in EzBioCloud, 16S rRNA was identified as a top hit with Bacillus aryabhattai with 100% similarity. Considering the identification results, a phylogenetic tree was constructed by comparing the 16S rRNA gene sequences of strain B003 with the reference strain sequences from the National Center for Biotechnology Information (NCBI) GenBank public database. Molecular analysis indicated that the isolated strain B003 belongs to the genus Bacillus, with an identity percentage of 100% and an E-value of 0.0 with B. aryabhattai (Fig. 1).
Induction of defense-related genes in Nicotiana tabacum by culture filtrate, total protein and B. aryabhattai HKEB
To evaluate the effects of HKEB, culture filtrate and total proteins from B. aryabhattai on plant defense, we analyzed the expression profiles of several genes involved in plant defense in N. tabacum plants. Plants that were treated with HKEBs (Fig. 2a) and culture filtrate (Fig. 2b) showed significant expression of the β-1,3 glucanase gene, which was induced 1000-fold and 20-fold relative to that in controls, respectively. Total proteins isolated from B. aryabhattai (Fig. 2c) also induced the expression of the β-1,3 glucanase gene but to a lesser extent (twofold) relative to that in the control. Expression of the Hsr203J gene was also detected in plants that were treated with HKEBs (Fig. 2a) and culture filtrate (Fig. 2b). However, the expression levels were not significantly different from that in the control. Additionally, the detected expression of phenylalanine ammonia-lyase (PAL) after treatment with culture filtrate (Fig. 2b) of endophytic bacteria was low.
Induction of defense-related genes in A. thaliana by B. aryabhattai HKEB
To detect the induction of defense genes in Arabidopsis plants treated with HKEB, we evaluated the expression of plant defensin 1.2 (PDF1.2), pathogenesis-related protein 1 (PR1) and phytoalexin deficient 3 (PAD3). B. aryabhattai HKEB induced significant expression of all the defense genes evaluated in Arabidopsis plants. The relative expression of PAD3 was higher than that of the other evaluated genes, showing approximately 82-fold induction (Fig. 3c). While the HKEBs increased the expression level of PDF1.2 25-fold (Fig. 3a), PR1 gene expression was 20-fold higher in treated plants than in the control (Fig. 3b).
The evaluation of gene expression in Arabidopsis plants treated with HKEB at different time points revealed that all the genes (PDF1.2, PR1 and PAD3) showed the same behavior with respect to time (Fig. 4). Significant induction was detected 48 h after treatment. A higher level of relative gene expression induction (120-fold) was recorded for PDF1.2 than for the other genes (Fig. 4a). While the expression of PR1 gene was induced 27-fold (Fig. 4b), the lowest induction level was observed for PAD3 gene expression (2.42-fold) relative to the expression in control plants (Fig. 4c). Gene expression was reduced approximately 2.5-fold after this time for all cases.
HKEB induce an effective defense in N. tabacum and A. thaliana against pathogens
To test whether the application of B. aryabhattai HKEB induced protection against the necrotrophic pathogen B. cinerea, we inoculated N. tabacum plants with the pathogen and started the application with HKEB 24 h post-inoculation. Figure 5a shows the phenotypes of plants treated with HKEB and water. There was effective protection in N. tabacum plants treated with HKEB compared with plants treated with water, and severe symptoms of B. cinerea infection were observed in the plants that were treated with water. In addition, B. cinerea growth was higher (3.7-fold) in the control plants than in the plants treated with HKEB, based on quantification of actin gene expression (Fig. 5b).
To analyze whether the application of B. aryabhattai HKEB also protects Arabidopsis plants against B. cinerea, we evaluated the symptoms and lesion size produced by the pathogen in the plants that were treated with HKEB and water. B. cinerea produced severe spots in the control plants compared with the plants treated with HKEB (Fig. 6a). Moreover, lesion size was significantly larger in the plants that were treated with water (6.8 mm) than in the plants that were treated with HKEB (2.1 mm) (Fig. 6b).
Furthermore, we evaluated the protective effect of HKEB against the biotrophic pathogen P. syringae pv. tomato DC3000 (Pst) strain. Most Arabidopsis plants that were treated with HKEBs (1.8 log (cfu)/cm2) showed a reduction in symptoms compared with those of the plants that were treated with water (5.9 log (cfu)/cm2) after 4 days (Fig. 7a). Foliar application of HKEBs significantly reduced the accumulation of the Pst strain (Fig. 7b).
RNA sequencing-based detection of new defense-related genes in A. thaliana treated with HKEB
To identify new genes induced by B. aryabhattai HKEB treatment in Arabidopsis plants, a transcript profile analysis was conducted using RNA sequencing. Arabidopsis plants that were treated with HKEB and water were collected 72 h after foliar application. Although RNA sequencing produces a large quantity of information, we focused our analysis on the number of significantly expressed genes related to general plant defense and salicylic acid (SA)/JA signaling pathways. In this analysis, the genes that were related to the defense response to bacteria were the most represented, with 132 expressed genes, followed by the genes involved in the defense against fungi, with 118 genes (Fig. 8a). The number of expressed genes related to the JA pathway was more representative than that related to the SA pathway, with 11 expressed genes (Fig. 8b) (Supplementary Table S1).
Analysis of defense responses triggered by HKEB treatment in Arabidopsis mutants
Using Arabidopsis mutants (bak1, npr1 and jar1), we characterized the defense responses triggered by HKEB treatment against P. syringae pv. tomato DC3000 and B. cinerea. The bak1 and npr1 mutants of Arabidopsis showed compromised defense responses against P. syringae pv. tomato DC3000 when treated with HKEB. Typical disease symptoms and bacterial growth were observed (Fig. 9). Mutation of the jar1 gene did not compromise the defense reaction (Fig. 9). In contrast, mutation of the jar1 and bak1 genes compromised the resistance of Arabidopsis mutant plants treated with HKEB against B. cinerea (Fig. 10). However, the bak1 mutant plants showed a smaller lesion size than the control plants (Fig. 10).
Biochemistry characterization of the HKEB
High-performance liquid chromatography (HPLC)/mass spectrometry (MS) enabled the biochemical characterization and identification of the different molecules present in the B. aryabhattai HKEB, and gentisic acid was identified in the HKEB preparation (Fig. 11). Moreover, lipoteichoic acid, peptidoglycans and exopolysaccharides were identified (Supplementary Table S2).
Discussion
The soils of the numerous ecosystems on Earth host different groups of bacteria. Plants contain a significant number of endophytic microorganisms, which play an important role in plant life and perform critical support functions.
An endophytic bacterium was isolated from a wild plant species with stable and consistent growth. The phylogenetic analysis showed that the endophytic bacterial strain belongs to the genus Bacillus and highly similar to B. aryabhattai in terms of 16S rRNA nuclear sequence (Fig. 1). Recent studies have shown that endophytic microorganisms, including some species of the genus Bacillus, play an important role in plant defense48. These endophytic microorganisms often suppress plant pathogens. A study showed that the endophytic microbiome triggered innate plant defense against the root pathogen Rhizoctonia solani and explained how this suppression mechanism operated at the second microbiological level of plant defense49. For example, a Bacillus xiamenensis strain was involved in the control of different sugarcane pathogens. In vitro and in vivo assays showed that B. xiamenensis developed strong antagonistic activity against important fungal pathogens. In addition, some antioxidative enzymes are produced and possibly involved in the activation of sugarcane plant defense50.
Inducing a natural defense against diseases is currently of great importance and interest, as it allows the molecular and biochemical systems that are already present in the plant to be used for disease control. The full arsenal of plant responses to diseases includes different actions involved in recognition, signaling and response, which are defined as plant innate immunity6. Innate immunity may be induced by diverse elements that provide disease control. The synthesis of compounds, such as phytoalexins, defensins and pathogenesis-related (PR) proteins, are defense mechanisms that are triggered “in planta”. Most of these responses are mediated by the activation of genes related to SA, JA/ethylene (ET) and hypersensitive responses6.
Interestingly, HKEB, culture filtrates and total proteins from B. aryabhattai induced high defense gene expression in N. tabacum plants. Notably, the expression of the β-1,3 glucanase gene was 1000-fold induced by HKEB (Fig. 2). Plant β-1,3-glucanases have been classified as the PR-2 family of pathogenesis-related proteins51. Previous results have shown that upregulation of the PR-2 gene was associated with SAR during pathogen infection or following exogenous application of SA52. Gentisic acid (2,5-dihydroxybenzoic acid), a main compound recovered in the HKEB fraction (Fig. 11), is a metabolic derivative of SA53 and could be responsible for the strong induction recorded for the β-1,3-glucanase gene.
The Hsr203j and PAL genes were not expressed when the total proteins from endophytic bacteria were used. It is likely that such proteinaceous compounds were not recognized by the receptors that trigger the expression of these genes (Fig. 2). However, the HKEB and secondary metabolites that were segregated in the culture filtrate induced the expression of the Hsr203j gene approximately 20- and 3-fold relative to that in the controls, respectively. This gene is associated with a hypersensitive response in tobacco plants54. Moreover, the PAL gene was induced (2.8-fold) only when the culture filtrate was used. This is a key gene both in the phenylpropanoid pathway and for the enzyme that produces precursors of several secondary metabolites (phytoalexins) involved in plant defense55.
PAMPs and MAMPs are molecules produced by microorganisms and perceived by receptor molecules in the plant that activate defense signaling pathways and limit pathogen invasion10. These molecules are conserved in bacteria and induce different types of plant defenses. In the current study, we showed that the application of B. aryabhattai HKEB in A. thaliana plants stimulated plant defense pathways through the induction profile of the genes involved in plant defenses. The expression of the PR1 and PDF1.2 genes associated with the SA and JA pathways was similarly induced in Arabidopsis plants treated with B. aryabhattai HKEB (Fig. 3). The expression of the PAD3 gene, which is generally related to the SA pathway, was strongly induced relative to that in control plants. The expression of these defense genes in Arabidopsis plants reached their maximum level 48 h after the application of HKEBs, after which the expression was significantly reduced (Fig. 4). Interestingly, the RNA sequencing data showed that most of the genes that were expressed were associated with the JA pathway.
Several signaling elements that are induced by pathogens include SA, JA, and ET. SA-and ET/JA-mediated signaling pathways play important roles in plant resistance against pathogens56. The SA signaling pathway controls plant defense mechanisms against biotrophic pathogens, whereas the ET/JA pathways are usually required for plant resistance to necrotrophic pathogens57,58. JA, ET and SA signaling are required for endophyte-mediated resistance. Endophytes can activate the SA and JA signaling pathways59,60. Generally, the JA and ET pathways induce resistance against necrotrophic pathogens, whereas the SA pathway triggers resistance against biotrophic and hemibiotrophic pathogens56.
SA is an important plant hormone that mediates host responses to pathogen infection61. SA content is a signal that increases in response to pathogens61,62, and this increase is related to the induction of antimicrobial PR genes to enhance disease resistance61,63,64. On the other hand, PAD3 mutation results in a drastic reduction in camalexin production. Camalexin is involved in resistance to fungal pathogens65. SA is important for camalexin synthesis and PR-1 expression66,67, and SA application induces plant resistance to several pathogens68. In addition, some experiments have shown that the jasmonic acid signaling pathways must be triggered to induce the PDF1.2 gene after pathogen infection in Arabidopsis plants69.
Furthermore, the effect of treatment with HKEB on the defense responses of N. tabacum and Arabidopsis plants against pathogens was evaluated. The application induced resistance in N. tabacum (Fig. 5) and Arabidopsis plants against fungal (Fig. 6) and bacterial (Fig. 7) pathogens, and HKEB elicited natural defense in these two plant species. No symptoms were observed in the N. tabacum and Arabidopsis plants that were inoculated with two different pathogens and treated with HKEB. Our results showed that N. tabacum and A. thaliana plants activated strong defense mechanisms against the B. cinerea and Pst pathogens, respectively. These results showed the induction of plant defense by B. aryabhattai HKEB against necrotrophic and biotrophic pathogens. The results showed that although a plant might react in the presence of HKEB, the defense response must be fully mobilized to provide complete protection. Therefore, 24 h might be required.
Our analysis showed that using HKEB and defense-compromised mutants of A. thaliana yielded resistance to Pst via the bak1 and npr1 genes, whereas jar1 was not essential (Fig. 9). On the other hand, the results with the defense-compromised mutants showed that resistance to B. cinerea mediated by HKEB occurs primarily through the jar1 gene pathway and requires JA components (Fig. 10). Although bak1 plants treated with HKEB were affected by the pathogen, the effect was weaker than that in the jar1 mutant plants.
In general, bacteria can produce diverse molecules that are capable of inducing plant defense against pathogens. For example, peptidoglycan elicited defense in A. thaliana, rice and tobacco plants19,70,71,72, and biosurfactants, such as rhamnolipids and lipopeptides, which are produced by Pseudomonas and Bacillus, are also capable of activating systemic resistance73.
Interestingly, we detected traces of gentisic acid, which is a derivative of SA, in B. aryabhattai HKEB (Fig. 11). In addition to SA content, gentisic acid content is a signal during the induction of plant defense against necrotic pathogens74. Furthermore, treatments with gentisic acid triggered resistance to RNA pathogens in tomatoes and Gynura auriantiaca75. SA is produced by endophytic bacteria that induce systemic resistance76. A previous study showed that the Burkholderia sp. strain BC1, which is a soil bacterium, produces SA and gentisic acid77.
Our data support the idea that once a bacterium is inactivated, mainly through heat treatment, dead cells may release bacterial components with important immunomodulatory effects against pathogens. Bacterial components, such as exopolysaccharides, peptidoglycans and lipoteichoic acids, are involved in these properties in preparations containing heat-killed bacteria78,79. These results show that heat-killed bacteria or their fractions are a key trigger for the activation of plant defense. Importantly, this is the first report that gentisic acid produced by Bacillus species could be involved in the activation of plant defense. Heat-killed bacteria have shown immunomodulatory functions in different experiments using animals and humans. The effect has been evaluated in the treatment of different diseases27,28. Most of the mechanisms used by heat-killed bacteria to induce programmed cell death in animals are homologous to the plant hypersensitive response, which is a type of localized programmed cell death80.
In summary, our results strongly suggest that HKEB-induced defense restricts pathogen multiplication and disease development. The use of HKEBs might be an option for defense activation in the control of plant diseases using a mixture of different MAMPs and heat-killed bacteria alongside a suitable delivery system.
Methods
Isolation of the endophytic bacterium
Samples were collected from the wild plant species G. chinensis (Keng) along the Fu Tuan River (35° 20′ 17″ N, 119° 26 ′8″ E) within 5 km2 of the coastal region of Rizhao city in Shandong Province, People's Republic of China. G. chinensis (Keng) was identified according to the data on morphological traits from the Flora of China (http://www.iplant.cn/foc/). This experimental study complies with Chinese national and local laws, and sample collection was permitted by the Rizhao Administration and Municipal Sciences and Technology Department. (Collection information: South China Botanical Garden (IBSC) of the Chinese Academy of Sciences. Source: China Digital Plant Specimens Museum. Identifier: 0114164. Collector: Zhang Zhisong Acquisition number: 401467). A total of 100 samples were randomly collected during spring. First, the plant material (stems and roots) was rinsed with water. The samples were then sliced using a sterilized blade under aseptic conditions. Each sample was surface sterilized with 70% ethanol for 1 min and then immersed in a sodium hypochlorite solution (5%) for 1 min. The samples were treated with sterile distilled water for 1 min and dried on filter paper. After proper drying, pieces of plant parts were placed in 1 ml of sterile water and physically treated in a TissueLyser (Qiagen, Hilden, Germany) for 5 min. The debris was decanted, and 100 µl of the remaining water was incubated in Luria–Bertani (LB) agar medium (yeast extract, 5 g/l: peptone, 10 g/l; sodium chloride, 5 g/l; agar, 12 g/l; pH 7) at 37 °C for 3 days. Parallel to the samples, the final wash solution from the surface sterilization procedure was also spread plated onto the MS medium, which served as a control. The bacteria were isolated only from internally processed samples. This was the criterion used to classify them as endophytes and not surface contaminates. Bacterial colonies were selected based on growth rate, colony morphology and pigmentation. Colony morphology was described on the basis of size, shape, texture, elevation, pigmentation, and growth medium effect. The features included shape (circular, irregular, or punctiform), margin entirety (smooth with no irregularities), elevation, texture (mucoid, moist-wet) or pigment color (colorless, white, or off-white; no diffusible pigment; diffusible/water soluble pigments). Additionally, individual bacterial populations with the highest cfu/cm fresh root were harvested. Bacterial isolates were selected and purified by a streaking procedure. These isolates were incubated at 37 °C. Pure cultures of the bacterial strains were maintained in 30% glycerol at − 80 °C.
Plant materials and growth conditions
Nicotiana tabacum, A. thaliana Col-0 and Arabidopsis mutant plants (bak1-4, npr1-1, and jar1) were used in the experiments. Surface-sterilized seeds were plated on Murashige and Skoog (0.5X MS) basal media (Sigma, St Louis, MO, USA) with 1% w/v sucrose at 4 °C in the dark for 2 days and placed in a controlled growth room at 220 °C with a photoperiod of 16 h of light/8 h of dark. Small Arabidopsis plants were transferred to a mixture of soil composed of peat plugs and vermiculite in a 1:1 ratio for 14 days. N. tabacum plants were grown in six-inch pots containing black turf and rice husk (4:1) and kept in growth chambers at 23 °C with a photoperiod of 16 h of light/8 h of dark.
Pathogen inoculation procedure
The B. cinerea strain was grown on V8 medium agar for 15 days at 24 °C before spore collection. Leaves of 4-week-old A. thaliana and tobacco plants were inoculated (10 μl of spore suspension placed on top of the leaf) at a density of 500,000 conidia/ml after being germinated in a 12 g/l potato dextrose broth at room temperature for 3 h81. Furthermore, disease assays were performed on whole plants by spraying the spore suspension mentioned previously. Inoculated plants were grown under a transparent cover to obtain high humidity. The final evaluation was performed 3 days later. The lesion diameter and symptoms were measured 3 days post-inoculation81.
Meanwhile, the P. syringae pv. tomato DC3000 strain was grown in King’s B medium with 50 μg/ml rifampicin overnight at 28 °C82. The bacteria were diluted to the desired density using water. Leaves from the 4-week-old plants were sprayed with Pst at a concentration of 5 × 108 cfu/ml in water with 0.02% Silwet L-7771. Bacterial counting was performed on seven leaves with three replicates by surface sterilization with 70% ethanol 3 days post-inoculation82.
Production of culture filtrates, total proteins and HKEBs
The isolated bacterial strain was incubated in 100 ml of LB broth in a 250-ml Erlenmeyer flask with shaking (200 rpm) for 2 days at 37 °C in the dark. Fermentation with an optical density of 2.1 was used to extract the culture filtrate and total proteins from the bacterial strain. Culture filtrate of the bacterial strain was obtained by centrifugation at 8000×g for 10 min and filtered (0.22 μm, Millipore). Total protein from the bacterial strain was extracted using a Total Protein Extraction Kit (Sangon Biotech, Shanghai, CHINA). The HKEBs were obtained physically, as the bacterial pellets were treated three times for 30 s in liquid nitrogen, 30 s in hot water and 10 min in a TissueLyser (Qiagen). The HKEBs were washed twice with sterile water and dried. The HKEBs (100 mg of dried solid) were diluted in 10 ml of a solution of water and ethanol (5:1). The composition in a final volume of 100 ml during the spray application was as follows: 1—culture filtrate: 10 ml of culture filtrate + 90 ml of sterile water; 2—total protein: 1 ml of total protein + 99 ml of sterile water; and 3—10 ml of HKEBs [dissolved in water:methanol (5:1)] + 90 ml of sterile water. Water and mock treatment (10 ml of solution without HKEBs (water:methanol (5:1) + 90 ml of sterile water) were used as controls. The culture filtrates and total protein were used to evaluate the expression of genes involved in N. tabacum plant defense against diseases. The HKEBs were used to evaluate the expression of genes involved in N. tabacum and A. thaliana plant defense against diseases. Furthermore, the HKEBs were used in the evaluation of defense responses against pathogens.
Identification of the endophytic bacterium
The selected bacterial strain was grown in LB broth, and DNA was extracted according to the protocol described by Sambrook et al.83. For molecular identification, a 16S rRNA gene sequence was amplified by polymerase chain reaction (PCR) using the 27F and 1492R primers listed in Table 1. Amplification was conducted in a Thermal Cycler T100 machine (Bio-Rad, Shanghai, China) using a Taq PCR Master Mix Kit (Qiagen). The PCR cycles were as follows: 95 °C for 10 min; 35 cycles of 95 °C for 30 s, 55 °C for 10 min and 72 °C for 1.5 min; and a final extension at 72 °C for 10 min. The PCR fragment was sequenced using an ABI 3730 DNA sequencer (Applied Biosystems, CA, USA). The 16S rRNA gene fragment sequence (1147 bp) was identified using BLASTN homology searches84. The examined databases included the National Center for Biotechnology Information (NCBI)-GenBank, European Molecular Biology Laboratory-European Bioinformatics Institute (EMBL-EBI) and EzBioCloud taxonomically united 16S rRNA (https://www.ezbiocloud.net) databases85. CLUSTAL Omega software was used for sequence alignment86. The neighbor-joining method was used to construct the phylogenetic tree87. The assigned 16S rRNA gene sequence accession number was MW899048.
Quantification of plant defense gene expression
Leaves from N. tabacum and A. thaliana plants were collected 48 h after the spray application of HKEB. Additionally, leaves from A. thaliana plants were collected 24, 48 and 72 h after the spray application of HKEB. Plants treated with water and mock-treated plants were used as controls. Total RNA was isolated using an RNeasy kit (Qiagen), and cDNA was synthesized using oligo-dT primers and a SuperScript III kit (Invitrogen, Carlsbad, CA, USA). Real-time quantitative PCR was performed using a Rotor-Gene Q PCR machine (Hilden, Germany) and the QuantiTect SYBR Green PCR Kit (Qiagen). The primer sequences are provided in Table 1. The N. tabacum 26S rRNA and A. thaliana β-actin genes were used as internal controls during RT-qPCR gene quantification. The reaction conditions for the real-time PCR were as follows: an initial denaturation step at 95 °C for 15 min, followed by denaturation at 95 °C for 15 s; an alignment step for 30 s at 60 °C; and an extension step for 30 s at 72 °C for 40 cycles. Relative gene expression was determined as mean normalized expression using Q-Gene software88.
Identification of new genes using RNA sequencing
Arabidopsis plants were treated with HKEBs. Leaves were collected from five plants 48 h after the spray application. Mock-treated plants were used as controls. Total RNA was extracted using RNeasy Midi Kit (Qiagen), and the concentration of total RNA was determined using spectrometry. Three replicates of the treated and control samples were used per group. After extracting the total RNA, eukaryotic mRNA was enriched using oligo (dT) beads. The samples were sequenced using an Illumina HiSeq™ 2000 instrument by Gene Denovo Biotechnology Co.
High-quality reads were processed using a Perl script, and the differentially expressed genes were identified using the edgeR package (www.r-project.org/). Genes with a fold change in expression ≥ 2 were considered significant differentially expressed genes. Gene ontology (GO)89 and Kyoto Encyclopedia of Genes and Genomes (KEGG)90 pathway enrichment analyses were used to characterize the differentially expressed genes. GO functional annotations were obtained from the nonredundant annotation results. In addition, the GO annotations were analyzed using Blast2GO software91.
Evaluation of defense responses against pathogens
To compare the effects of HKEBs on the control of pathogens in different plants, experiments were conducted on N. tabacum and A. thaliana plants that were previously inoculated with B. cinerea and Pst, respectively81,82. The effect of the HKEBs was evaluated as follows:
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Effect of HKEBs in N. tabacum inoculated with B. cinerea: Tobacco plants were sprayed with the B. cinerea strain in 200 ml of solution (sterile water + pathogen) at a density of 500,000 conidia/ml. Inoculated plants were grown under a transparent cover to maintain high humidity for 24 h. After inoculation with this pathogen, the plants were treated with HKEBs 24 and 72 h post-inoculation with the pathogen. Disease symptoms were evaluated 1 week post-inoculation. Additionally, in planta fungal growth was evaluated using the relative expression of the B. cinerea β-actin gene (Table 1) 1 week post-inoculation. Plants treated with water and mock-treated plants were used as controls. Total RNA was isolated using an RNeasy kit (Qiagen), and cDNA was synthesized using oligo-dT primers and a SuperScript III kit (Invitrogen). Real-time quantitative PCR was performed using a Rotor-Gene Q PCR machine (Qiagen) and the QuantiTect SYBR Green PCR Kit (Qiagen). The reaction conditions for the real-time PCR were as follows: an initial denaturation step at 95 °C for 15 min, followed by denaturation at 95 °C for 15 s; an alignment step for 30 s at 60 °C; and an extension step for 30 s at 72 °C for 40 cycles. Relative gene expression was determined as mean normalized expression using Q-Gene software88.
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Effect of HKEBs in A. thaliana inoculated with B. cinerea: Arabidopsis leaves were inoculated (10 μl of spore suspension placed on top of the leaf) at a density of 500,000 conidia/ml81. Inoculated plants were grown under a transparent cover to maintain high humidity. The final evaluation was performed 3 days later. The lesion diameter and symptoms were measured 3 days post-inoculation81. Plants treated with water and mock-treated plants were used as controls.
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Effect of HKEBs in A. thaliana inoculated with Pst: the P. syringae pv. tomato DC3000 strain was sprayed onto Arabidopsis leaves at a concentration of 5 × 108 cfu/ml in water with 0.02% Silwet L-7782. Bacterial counting was performed on seven leaves with three replicates by surface sterilization with 70% ethanol at 1, 2, 3 and 4 days post-inoculation82. Plants treated with water and mock-treated plants were used as controls.
Functional evaluation of HKEBs in Arabidopsis mutant plants
This experiment was conducted to determine the defense reactions of HKEB in different Arabidopsis mutants.
The Arabidopsis mutant plants were previously inoculated with B. cinerea and Pst pathogens81,82. Each mutant plant was sprayed with HKEB, and mock-treated plants were used as controls. The concentration of HKEB and pathogen inoculation procedures were as previously described protocol.
Biochemical characterization of HKEBs using high-performance liquid chromatography mass spectrometry (HPLC/MS)
The sample powder was dissolved in 1 ml of a methanol–water (1:1) solution. Then, the sample was extracted with ethyl acetate three times and vacuum dried. After the ethyl acetate phase was dried, the residue was dissolved in a solution of methanol and water (1:1). Both samples were injected (20 µl) into an HPLC RP-C18 column for HPLC analysis. The HPLC conditions were as follows: methanol:water = 7:3, detection wavelength, 254 nm; detectors, time of flight; and ion sources, electrospray ionization (EI). The identification of the different compounds was performed using MassBank Norman according to the m/z values.
Statistical analyses
All the assays were performed three times with five or ten replicates of each group, and the values presented in graphs/tables are means ± standard errors of the means. Statistically significant differences among the mean values were determined using a t test and/or ANOVA at P < 0.05. P values < 0.05 were considered statistically significant. Data were analyzed and processed using GraphPad Prism software (La Jolla, CA, USA).
Data availability
The authors declare that all data supporting the findings of this study are available within the article and its Supplementary Information files or are available from the corresponding author upon request.
References
Tolosa, L. N. & Zhang, Z. The role of major transcription factors in Solanaceous food crops under different stress conditions: Current and future perspectives. Plants 9, 56 (2020).
Mengistu, A. A. Endophytes: Colonization, behaviour, and their role in defense mechanism. Int. J. Microbiol. 30, 6927219 (2020).
Savary, S. et al. The global burden of pathogens and pests on major food crops. Nat. Ecol. Evol. 3, 430–439 (2019).
Van Esse, H. P., Reuber, T. L. & van der Does, D. Genetic modification to improve disease resistance in crops. New Phytol. 225, 70–86 (2020).
De Almeida Lopes, K. B. et al. Screening of bacterial endophytes as potential biocontrol agents against soybean diseases. J. Appl. Microbiol. 125, 1466–1481 (2018).
Jones, J. D. G. & Dangl, J. L. The plant immune system. Nature 444, 323–329 (2006).
Conrath, U., Beckers, G. J., Langenbach, C. J. & Jaskiewicz, M. R. Priming for enhanced defense. Annu. Rev. Phytopathol. 53, 97–119 (2015).
Boutrot, F. & Zipfel, C. Function, discovery, and exploitation of plant pattern recognition receptors for broad-spectrum disease resistance. Annu. Rev. Phytopathol. 55, 257–286 (2017).
Nürnberger, T. & Scheel, D. Signal transmission in the plant immune response. Trends Plant Sci. 6, 372–379 (2001).
Boller, T. & He, S. Y. Innate immunity in plants: An arms race between pattern recognition receptors in plants and effectors in microbial pathogens. Science 324, 742–744 (2009).
Dodds, P. N. & Rathjen, J. P. Plant immunity: Towards an integrated view of plant-pathogen interactions. Nat. Rev. Genet. 11, 539–548 (2010).
Felix, G., Duran, J. D., Volko, S. & Boller, T. Plants have a sensitive perception system for the most conserved domain of bacterial flagellin. Plant J. 18, 265–276 (1999).
Gómez-Gómez, L. & Boller, T. FLS2: An LRR receptor-like kinase involved in the perception of the bacterial elicitor flagellin in Arabidopsis. Mol. Cell 6, 1003–1011 (2000).
Kunze, G. et al. The N terminus of bacterial elongation factor Tu elicits innate immunity in Arabidopsis plants. Plant Cell 16, 3496–3507 (2004).
Zipfel, C. et al. Perception of the bacterial PAMP EF-Tu by the receptor EFR restricts Agrobacterium mediated transformation. Cell 125, 749–760 (2006).
Felix, G., Regenass, M. & Boller, T. Specific perception of subnanomolar concentrations of chitin fragments by tomato cells: Induction of extracellular alkalinization, changes in protein phosphorylation, and establishment of a refractory state. Plant J. 4, 307–316 (1993).
Meyer, A., Pühler, A. & Niehaus, K. The lipopolysaccharides of the phytopathogen Xanthomonas campestris pv. campestris induce an oxidative burst reaction in cell cultures of Nicotiana tabacum. Planta 213, 214–222 (2001).
Zeidler, D. et al. Innate immunity in Arabidopsis thaliana: Lipopolysaccharides activate nitric oxide synthase (NOS) and induce defense genes. Proc. Natl. Acad. Sci. USA 101, 15811–15816 (2004).
Gust, A. A. et al. Bacteria-derived peptidoglycans constitute pathogen-associated molecular patterns triggering innate immunity in Arabidopsis. J. Biol. Chem. 282, 32338–32348 (2007).
Ipper, N. S. et al. Antiviral activity of the exopolysaccharide produced by Serratia sp. strain Gsm01 against Cucumber Mosaic Virus. J. Microbiol. Biotechnol. 18, 67–73 (2008).
Boller, T. & Felix, G. A. Renaissance of elicitors: Perception of microbe-associated molecular patterns and danger signals by pattern-recognition receptors. Ann. Rev. Plant Biol. 60, 379–406 (2009).
Nguyen, H. P. et al. Methods to study PAMP-triggered immunity using tomato and Nicotiana benthamiana. Mol. Plant Microbe Interact. 23, 991–999 (2010).
Liu, B. et al. Lysin motif-containing proteins LYP4 and LYP6 play dual roles in peptidoglycan and chitin perception in Rice innate immunity. Plant Cell 24, 3406–3419 (2012).
Raetz, C. R. & Whitfield, C. Lipopolysaccharide endotoxins. Annu. Rev. Biochem. 71, 635–700 (2002).
Gerber, I. B., Zeidler, D., Durner, J. & Dubery, I. A. ‘Early perception responses of Nicotiana tabacum cells in response to lipopolysaccharides from Burkholderia cepacia. Planta 218, 647–657 (2004).
Silipo, A. et al. The elicitation of plant innate immunity by lipooligosaccharide of Xanthomonas campestris. J. Biol. Chem. 280, 33660–33668 (2005).
Ou, C. C., Lin, S. L., Tsai, J. J. & Lin, M. Y. Heat-killed lactic acid bacteria enhance immunomodulatory potential by skewing the immune response toward Th1 polarization. J. Food Sci. 76, 260–267 (2011).
Sugahara, H., Yao, R., Odamaki, T. & Xiao, J. Z. Differences between live and heat-killed bifidobacteria in the regulation of immune function and the intestinal environment. Benef. Microbes 8, 463–472 (2017).
Gwinn, K. D. Studies in natural products chemistry. Bioactive Nat. Prod. Plant Dis. Control 56, 229–246 (2018).
Ryu, C. M. et al. Bacterial volatiles induce systemic resistance in Arabidopsis. Plant Physiol. 134, 1017–1026 (2004).
Bais, H. P., Fall, R. & Vivanco, J. M. Biocontrol of Bacillus subtilis against infection of Arabidopsis roots by Pseudomonas syringae is facilitated by biofilm formation and surfactin production. Plant Physiol. 134, 307–319 (2004).
Rudrappa, T. et al. The rhizobacterial elicitor acetoin induces systemic resistance in Arabidopsis thaliana. Commun. Integr. Biol. 3, 130–138 (2010).
Akpa, A. D. & Archer, S. A. Effect of heat-killed bacteria on the interaction of Pea with Pseudomonas syringae pv. pisi. J. Phytopathol. 132, 237–244 (1991).
Reitz, M. Lipopolysaccharides of Rhizobium etli strain G12 act in potato roots as an inducing agent of systemic resistance to infection by the cyst nematode Globodera pallida. Appl. Environ. Microbiol. 66, 3515–3518 (2000).
Macedo-Raygoza, G. M. et al. Enterobacter cloacae, an endophyte that establishes a nutrient-transfer symbiosis with Banana plants and protects against the black sigatoka pathogen. Front Microbiol. 10, 804 (2019).
Klee, S. M. et al. Erwinia amylovora auxotrophic mutant exometabolomics and virulence on Apple. Appl. Environ. Microbiol. 85, e00935-e1019 (2019).
Choi, K. et al. Alteration of bacterial wilt resistance in tomato plant by microbiota transplant. Front Plant Sci. 11, 1186 (2020).
Liu, H. et al. Inner plant values: Diversity, colonization and benefits from endophytic bacteria. Front Microbiol. 8, 2552 (2017).
Zhang, P. et al. CIP elicitors on the defense response of A. macrocephala and its related gene expression analysis. J. Plant Physiol. 245, 153107 (2020).
Aitouguinane, M. et al. Induction of natural defense in tomato seedlings by using alginate and oligoalginates derivatives extracted from Moroccan brown algae. Mar. Drugs 18, 521 (2020).
Wang, D. et al. Reticine A, a new potent natural elicitor: Isolation from the fruit peel of Citrus reticulate and induction of systemic resistance against Tobacco Mosaic Virus and other plant fungal diseases. Pest Manag. Sci. 77, 354–364 (2021).
Fauteux, F., Rémus-Borel, W., Menzies, J. G. & Bélanger, R. R. Silicon and plant disease resistance against pathogenic fungi. FEMS Microbiol. Lett. 249, 1–6 (2005).
Chalal, M. et al. Sesquiterpene volatile organic compounds (VOCs) are markers of elicitation by sulphated laminarine in Grapevine. Front Plant Sci. 6, 350 (2015).
Pugliese, M., Monchiero, M., Gullino, M. L. & Garibaldi, A. Application of laminarin and calcium oxide for the control of grape powdery mildew on Vitis vinifera cv. Moscato. J. Plant Dis. Prot. 125, 477–482 (2018).
Jamiolkowska, A. Natural compounds as elicitors of plant resistance against diseases and new biocontrol strategies. Agronomy 10, 173 (2020).
Dean, R. et al. The top 10 fungal pathogens in molecular plant pathology. Mol. Plant Pathol. 13, 414–430 (2012).
Xin, X. F. et al. Pseudomonas syringae: What it takes to be a pathogen. Nat. Rev. Microbiol. 16, 316–328 (2018).
Dini-Andreote, F. Endophytes: The second layer of plant defense. Trends Plant Sci. 25, 319–322 (2020).
Carrión, V. J. et al. Pathogen-induced activation of disease-suppressive functions in the endophytic root microbiome. Science 366, 606–612 (2019).
Amna, X. Y. et al. Multi-stress tolerant PGPR Bacillus xiamenensis PM14 activating sugarcane (Saccharum officinarum L.) red rot disease resistance. Plant Physiol. Biochem. 151, 640–649 (2020).
Xu, X. et al. Genome-wide characterization of the β-1,3-glucanase gene family in Gossypium by comparative analysis. Sci. Rep. 6, 29044 (2016).
Funnell, D. L. et al. Expression of the tobacco βeta-1,3-glucanase gene, PR-2d, following induction of SAR with Peronospora tabacina. Physiol. Mol. Plant Pathol. 65, 285–296 (2004).
Fayos, J. et al. Induction of gentisic acid 5-O-beta-D-xylopyranoside in tomato and cucumber plants infected by different pathogens. Phytochemistry 67, 142–148 (2006).
Pontier, D., Godiard, L., Marco, Y. & Roby, D. Hsr203J, a tobacco gene whose activation is rapid, highly localized and specific for incompatible plant–pathogen interactions. Plant J. 5, 507–521 (1994).
Shine, M. B. et al. Cooperative functioning between phenylalanine ammonia lyase and isochorismate synthase activities contributes to SA biosynthesis in soybean. New Phytol. 212, 627–636 (2016).
Robert-Seilaniantz, A., Grant, M. & Jones, J. D. Hormone crosstalk in plant disease and defense: More than just jasmonate-salicylate antagonism. Ann. Rev. Phytopathol. 49, 317–343 (2011).
Glazebrook, J. Contrasting mechanisms of defense against biotrophic and necrotrophic pathogens. Ann. Rev. Phytopathol. 43, 205–227 (2005).
Bari, R. & Jones, J. D. Role of plant hormones in plant defense responses. Plant Mol. Biol. 69, 473–488 (2009).
Nie, P. X. et al. Induced systemic resistance against Botrytis cinerea by Bacillus cereus AR156 through a JA/ET- and NPR1-dependent signalling pathway and activates PAMP-triggered immunity in Arabidopsis. Front. Plant Sci. 8, 103389 (2017).
Kusajima, M. et al. Involvement of ethylene signalling in Azospirillum sp. B510-induced disease resistance in rice. Biosci. Biotechnol. Biochem. 82, 1522–1526 (2018).
Métraux, J. P. et al. Increase in salicylic acid at the onset of systemic acquired resistance in Cucumber. Science 250, 1004–1006 (1990).
Malamy, J., Carr, J. P., Klessig, D. F. & Raskin, I. Salicylic acid: A likely endogenous signal in the resistance response of tobacco to viral infection. Science 250, 1002–1004 (1990).
Yalpani, N. et al. Salicylic acid is a systemic signal and an inducer of pathogenesis-related proteins in virus-infected tobacco. Plant Cell 3, 809–818 (1991).
Vlot, A. C., Dempsey, D. A. & Klessig, D. F. Salicylic acid, a multifaceted hormone to combat disease. Annu. Rev. Phytopathol. 47, 177–206 (2009).
Zhou, N., Tootle, T. L. & Glazebrook, J. Arabidopsis PAD3, a gene required for camalexin biosynthesis, encodes a putative cytochrome P450 monooxygenase. Plant Cell 11, 2419–2428 (1999).
Ryals, J. A. et al. Systemic acquired resistance. Plant Cell 8, 1809–1819 (1996).
Zhou, N. et al. PAD4 functions upstream from salicylic acid to control defense responses in Arabidopsis. Plant Cell 10, 1021–1030 (1998).
Cao, H., Bowling, S. A., Gordon, A. S. & Dong, X. Characterization of an Arabidopsis mutant that is non-responsive to inducers of systemic acquired resistance. Plant Cell 6, 1583–1592 (1994).
Penninckx, I. A. et al. Concomitant activation of jasmonate and ethylene response pathways is required for induction of a plant defensin gene in Arabidopsis. Plant Cell 10, 2103–2113 (1998).
Sanabria, N. M., Huang, J. C. & Dubery, I. A. Self/non-self-perception in plants in innate immunity and defense. Self Non Self 1, 40–54 (2010).
Erbs, G. et al. Peptidoglycan and muropeptides from pathogens Agrobacterium and Xanthomonas elicit plant innate immunity: Structure and activity. Chem. Biol. 15, 438–448 (2008).
Gust, A. A. Peptidoglycan perception in plants. PLoS Pathog 11, 1005275 (2015).
Tran, H. et al. Role of the cyclic lipopeptides massetolide A in biological control of Phytophthora infestans and in colonization of tomato plants by Pseudomonas fluorescens. New Phytol. 175, 731–742 (2007).
Bellés, J. M. et al. Accumulation of gentisic acid as associated with systemic infections but not with the hypersensitive response in plant–pathogen interactions. Planta 223, 500–511 (2006).
Campos, L. et al. Salicylic acid and gentisic acid induce RNA silencing-related genes and plant resistance to RNA pathogens. Plant Physiol. Biochem. 77, 35–43 (2014).
De Meyer, G. & Höfte, M. Salicylic acid produced by the rhizobacterium Pseudomonas aeruginosa 7NSK2 induces resistance to leaf infection by Botrytis cinerea on bean. Phytopathology 87, 588–593 (1997).
Chowdhury, P. P., Sarkar, J., Basu, S. & Dutta, T. K. Metabolism of 2-hydroxy-1-naphthoic acid and naphthalene via gentisic acid by distinctly different sets of enzymes in Burkholderia sp. Strain BC1’. Microbiology 160, 892–902 (2014).
Taverniti, V. & Guglielmetti, S. The immunomodulatory properties of probiotic microorganisms beyond their viability (Ghost probiotics: Proposal of paraprobiotic concept). Genes Nutr. 6, 261–274 (2011).
Castro-Bravo, N., Wells, J. M., Margolles, A. & Ruas-Madiedo, P. Interactions of surface exopolysaccharides from Bifidobacterium and Lactobacillus within the intestinal environment. Front. Microbiol. 9, 2426 (2018).
Gilroy, E. M. et al. Involvement of cathepsin B in the plant disease resistance hypersensitive response. Plant J. 52, 1–13 (2007).
Ferrari, S. et al. Resistance to Botrytis cinerea induced in Arabidopsis by elicitors is independent of salicylic acid, ethylene, or jasmonate signaling but requires PHYTOALEXIN DEFICIENT3. Plant Physiol. 144, 367–379 (2007).
Katagiri, F., Thilmony, R. & He, S. Y. The Arabidopsis thaliana-Pseudomonas syringae interaction. Arabidopsis Book 1, 0039 (2002).
Sambrook, J., Fritschi, E. F. & Maniatis, T. Molecular Cloning: A Laboratory Manual (Cold Spring Harbour Laboratory Press, 1989).
Altschul, S. F. et al. Gapped BLAST and PSIBLAST: A new generation of protein database search programs. Nucleic Acids Res. 25, 3389–3402 (1997).
Ha, S. M. et al. Application of the whole genome-based bacterial identification system, TrueBac ID, in clinical isolates which were not identified with three MALDI-TOF M/S systems. Ann. Lab. Med. 39, 530–536 (2019).
Sievers, F. et al. Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal omega. Mol. Syst. Biol. 7, 20 (2011).
Saitou, N. & Nei, M. The neighbour-joining method: A new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 4, 406–425 (1987).
Muller, P. Y., Janovjak, H., Miserez, A. R. & Dobbie, Z. Processing of gene expression data generated by quantitative real-time RT-PCR. Biotechniques 32, 1372–1380 (2002).
Ashburner, M. et al. Gene ontology: Tool for the unification of biology. The Gene Ontology Consortium. Nat. Genet. 25, 25–29 (2000).
Kanehisa, M. et al. KEGG for linking genomes to life and the environment. Nucleic Acids Res. 36, 480–484 (2008).
Conesa, A. et al. Blast2GO: A universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 2, 3674–3676 (2005).
Acknowledgements
We thank Professor Jonathan D. Walton (Michigan State University) for all the support and supervision of this work; this is presented in homage to his memory. We also thank Prof. Dr. Alberto Macho (Shanghai Center for Plant Stress Biology) for providing Arabidopsis thaliana Col-0 seeds and the Pseudomonas syringae pv. tomato DC3000 strain.
Funding
This study was supported by the Special Funds for Guiding Local Science and Technology Development of Central Government of Shandong Province (No. YDZX20193700004362), Qilu University of Technology and University of Jinan.
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O.B.H. and R.S.B. designed the research and wrote the article. R.P., H.X., Q.Y., L.Z., D.Z., L.D., X.G., J.G. and N.P.G. done the experiments. Q.Y., L.Z., R.S.B. and O.B.H. assisted in LC–MS analysis. R.P. and O.B.H. assisted in data analysis.
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Portieles, R., Xu, H., Yue, Q. et al. Heat-killed endophytic bacterium induces robust plant defense responses against important pathogens. Sci Rep 11, 12182 (2021). https://doi.org/10.1038/s41598-021-91837-5
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DOI: https://doi.org/10.1038/s41598-021-91837-5
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