Strawberry sampling
Strawberry plants (cv. Meahyang) were cultivated in a high-bed greenhouse in Jinju, Republic of Korea (34°59'35.2"N 128°02'50.3"E). Strawberry flowers (n = 15 - 20 per sample) were selected at random for analysis of nitrogen, carbon and organic acid concentrations at two-week intervals from September, 2013 to January, 2014.
Chemicals and reagents for strawberry flower exudate profile analysis
As internal standards, 23 amino acids (AA), 17 organic acids (OA), norvaline, 3,4-dimethoxybenzoic acid, ethyl chloroformate (ECF) and methoxyamine hydrochloride were purchased from Sigma-Aldrich (St. Louis, MO, USA). N-Methyl-N-(tert-butyldimethylsilyl) trifluoroacetamide (MTBSTFA) was obtained from Pierce (Rockford, IL, USA). HPLC grade toluene, diethyl ether, ethyl acetate, and dichloromethane were purchased from Kanto Chemical (Tokyo, Japan). Hydrophilic polyvinylidene difluoride (PVDF) membrane filters (Millipore Durapore®, 0.45 µm, 25 mm diameter) were purchased from Millipore Inc. (Darmstadt, Germany). All other chemicals were of analytical grade and were used as received.
Strawberry petal and ovary samples for exudate analysis
For amino acid (AA) and organic acid (OA) analysis, 100 µg of freeze-dried petal or ovary was mixed with 10 mL distilled water, sonicated for 30 min, and filtered through a hydrophilic PVDF membrane (Millipore Durapore®, 0.45 μm, 25 mm diameter) by centrifugation at 1,077 g for 5 min. AAs and OAs in the samples were analyzed by gas chromatography-mass spectrometry (GC−MS) using an Agilent 6890 N gas chromatograph interfaced with an Agilent 5975B mass-selective detector (70 eV, electron impact mode) equipped with an Ultra-2 (5% phenyl-95% methylpolysiloxane bonded phase; 25 m ´ 0.20 mm i.d., 0.11 μm film thickness) cross-linked capillary column (Agilent Technologies, Palo Alto, CA, USA). The temperatures of the injector, interface, and ion source were 260, 300, and 230°C, respectively. Helium was used as the carrier gas at a flow rate of 0.5 mL min-1 in the constant flow mode. Samples were loaded in the split-injection mode (10:1); the oven temperature for AA profiling was initially set at 120°C (2 min), rose first to 240°C at 5°C min-1 then to 300°C (3 min) at 30°C min-1. The oven temperature for OA analysis was initially 100°C (2 min), rose first to 240°C at 5°C min-1, and then to 300°C (5 min) at 30°C min-1. The mass range scanned was 50-600 u at a rate of 0.99 scans per sec. In the selected ion monitoring (SIM) mode, three characteristic ions for each AA and OA were used for peak identification and quantification.
Amino acid and organic acid profiling and pattern recognition
AA analysis was performed by using a previous method [57, 58]. Briefly, 0.5 ml aliquots from the petal or ovary were adjusted to pH ≥ 12 with 5.0 M NaOH and diluted with 0.5 mL distilled water and 0.1 mg of norvaline as internal standard. A two-phase ethoxycarbonylation (EOC) reaction was immediately conducted in the aqueous phase. The reaction mixture was then acidified (pH ≤ 2.0) with 10.0% sulfuric acid, saturated with sodium chloride, and subjected to extraction sequentially with diethyl ether (3.0 mL) and ethyl acetate (2.0 mL). The combined extracts were evaporated to dryness under a gentle stream of nitrogen (40°C). The residue was reacted (60°C, 30 min) with MTBSTFA (20 µL) and toluene (20 µL) for GC−SIM−MS analysis.
For OA profiling, 0.5 mL of the petal or ovary extract was adjusted to pH ≥ 12 with 5.0 M NaOH and 0.1 µg of 3,4-dimethoxybenzoic acid was added as an internal standard. The carbonyl groups were converted to methoxime (MO) derivatives by reaction with methoxyamine hydrochloride (1.0 mg) at 60°C for 30 min. The reaction mixture was then acidified (pH ≤ 2.0) with 10.0% sulfuric acid, saturated with sodium chloride, and subjected to extraction sequentially with diethyl ether (3.0 mL) and ethyl acetate (2.0 mL). After addition of trimethylamine (5 µL), the combined extracts were evaporated to dryness under a gentle stream of nitrogen at 40°C. The residue was reacted (60°C for 30 min) with MTBSTFA (N-tert-butyldimethysily-N-methytrifluoroacetamide, 20 µL) and toluene (10 µL) for GC−SIM−MS analysis. The concentrations of 23 AAs and 17 OAs in each petal or ovary sample were determined based on a calibration curve derived from the corresponding mean values of a control group.
Carbon source analysis of strawberry flowers
Soluble sugars including glucose, fructose, maltose, raffinose, and sucrose were analyzed as described by Yoon et al. [59]. Flower samples (0.1 g) were homogenized in glass tubes with 6 mL of HPLC grade ethanol (80%), and incubated at 65°C for 20 min. The supernatant fraction was collected after centrifugation at 3500 rpm for 10 min and the process was carried out three times. The pooled extracts were filtered through a 0.45 µm syringe filter and then concentrated under nitrogen. Sugar content was determined with an Agilent 1100 high performance liquid chromatograph (HPLC) with a refractive index detector (Agilent Tech., Germany) after baseline resolution of a column (ZORBX, 4.6 X 150 mm, 5 mm particle size, Agilent Tech) at a flow rate of 1 mL/min. Samples (20 µL) were injected with 75% acetonitrile and sugar content was calculated with an internal standard.
Carbon and nitrogen source utilization
Streptomyces globisporus SP6C4 was grown on MS medium (20 g mannitol, 20 g soya, 20 g agar per L) at 30°C for 5 days. A single colony was streaked on a fresh plate and mature spores were recovered after 10 days with a sterilized cotton ball and 1 mL of ddH2O. After filtration, the spore concentration was adjusted to an OD600 nm of 2.0, mixed with 0.2 % carrageenan stock solution, and incubated, 100 µL per well, in sealed plates (PM1–carbon sources and PM3B–nitrogen sources) (Biolog, Bremen, Germany) at 28°C for 2 days. Then 10 µL of Biolog redox dye was added to each well and the intensity of color change was monitored at OD590 nm every 30 min for 3 hours with a Synergy H1 Hybrid Multi-Mode microplate reader (BioTek, Winooski, VT, US) [60].
Disease incidence of gray mold and blossom blight and qPCR of lanM
The incidence of gray mold and blossom blight caused by Botrytis cinerea and Cladosporium spp., respectively, was expressed as the percentage of infected plants in a greenhouse of 9 plots, each with 100 strawberry plants. Early symptoms of gray mold included brown spots on flower petals and were followed by gray conidia covering flowers and fruits [61]. Blossom blight appeared as gray fungal growth on flower pistils and stamens and as infected, malformed or misshapen fruits [62]. Differences in disease incidence among an untreated control and treatments with 2% glutamic acid or L-asparagine were analyzed by followed by the paired ANOVA and compared for mean separation with the untreated plots with Tukey's HSD (P = 0.05).
To determine whether the population size of the core microbe S. globisporus SP6C4 increased in response to the amino acid treatments, microbial DNA from the flower anthosphere was extracted and the SP6C4-specific marker gene lanM was quantified by qPCR with F and R primers as described by Kim et al. [39]. qPCR reactions in SYBR Green® TOYOBO master mix included denaturation at 98°C for 5 min followed by 40 cycles of denaturation at 98°C for 30 sec, annealing at 59°C for 30 sec and elongation at 72°C for 45 sec with a CFX Connect™ Optics Module Real-Time PCR System (Bio-Rad, Hercules, CA, USA).
Microbial community analysis of strawberry flowers
Flowers were collected from a 660 m2 greenhouse with 15 plots of 1.5 X 3 m2, each with 100 strawberry plants. Each of three treatments (untreated control, L-glutamic acid or L-asparagine at a final concentration of 2%, pH 6.5) in five randomly arranged replicate plots was sprayed for 1 min per plot (Sprayer: HP-2010, Korea, 1.5 L discharge capacity min-1) at two-week intervals during January and February, 2018. Five samples per plot, each with 3 to 5 flowers, were collected into 50-mL Falcon tubes at two-week intervals from December, 2017 through February, 2018, chilled on ice to preserve microbial communities, and transported to the laboratory for sequence analysis.
Flower samples (1 g) were transferred to fresh tubes with 30 mL of cold 1 X PBS buffer (10X PBS: 8 g of NaCl, 0.2 g of KCl, 1.44 g of Na2HPO4, 0.24 g of KH2PO4 per L, pH of 7.4) and sonicated at 35 MHz for 15 sec to detach unwanted dust. The upper portion of the supernatant solution was gently removed by pipetting and this rinsing step was repeated twice. Finally, the supernatant was removed by centrifugation at 4,000 rpm for 20 min, the pellet was suspended in 5 mL PBS., and total DNA was purified from 500 µL with a Fast DNATM Spin Kit for Soil DNA extraction (MP Biomedicals, Irvine, CA, US) according to manufacturer’s instructions, PCR reactions were conducted with 100 ng of the purified DNA and primers 27 mF (5’-gagtttgatcmtggctcag-3’) and 518 R (5’-wttaccgcggctgctgg-3’) to amplify the V1-V3 region of 16S rRNA, and a library was generated with HerculaseII Fusion DNA Polymerase and a Nextera XT Index Kit v2 (Illumina, San Diego, CA USA). Paired-end sequencing was carried out at Microgen (Seoul, Korea) on an Illumina MiSeq platform (Illumina Inc., San Diego, CA, USA). Sequences of 300 bp or more and nucleotide quality scores >30 were recovered after screening with the DADA2 package in R (version 1.14). The Silva database (http://www.arb-silva.de/) for OTU clustering was used to assign taxonomy of OTUs and alpha diversity with a taxonomic classification similarity cutoff of ≤ 97%, principal coordinate analysis (PCoA) and nonmetric multidimensional scaling (NMDS), and OTU bars were visualized with ggplot2 (R, version 3.4.4). Superheat (version 0.1.0) was used to generate heatmaps and OTU abundance was calculated with Metacoder (version 0.3.3) and PICRUSt2 (version 2.1.4 beta). Accession numbers for all sequencing data were recorded in GenBank (Additional file 2: Table S7).
Effect on gray mold incidence of antibiotic and amino acid treatments to engineer the microbiome community
Strawberry seedlings (cv. Meahyang) were stored at -2°C for one month for vernalization and then transferred to plastic pots (10 cm diameter). Twelve days after planting, each plant had 5-7 flowers. Then, L-glutamic acid (5 µg/mL) and the antibiotics erythromycin and clindamycin (10 µg/mL each, to inhibit Streptomyces, Research Products International, Mt. Prospect, IL, USA) [63-66] were applied with a sprayer. Three days later, freshly grown conidia of B. cinerea were collected with a cheese cloth filter and sprayed at 105 cfu/mL on the flowers. The seven treatments of 5 plants each included an untreated control, pathogen only (B. cinerea), L-glutamic acid only, antibiotics only, Glu + pathogen, antibiotics + pathogen, and Glu + antibiotics + pathogen. All plants were maintained in a growth chamber with a daytime temperature of 25°C ± 3; a nighttime temperature of 15°C ± 3; and relative humidity of 85%. Seven weeks later, disease incidence was scored on 30 flowers (10 independent replicates) and the lanM gene was quantified on 1 g of flowers (n = 3 to 5 flowers).
For qRT-PCR, RNA was extracted from the flower samples using the plant RNA single-step extraction method [67,68]. Each sample (100 ± 0.5 mg) was added to a 2-mL tube of lysing matrix E (Fast DNATM Spin Kit for Soil DNA extraction, MP Biomedicals) with 1 mL of TRIzol® Reagent (Invitrogen) and homogenized with a FastPrep-24 instrument (MP Biomedicals) for 1 min. Four jasmonic acid (JA-) and salicylic acid (SA-) related ISR marker genes with the glyceraldehyde-3-phosphate dehydrogenase (GAPDH) gene as a standard housekeeping gene [69-71] were detected by qRT-PCR. For reactions, 1 µg of RNA was used as template to synthesize cDNA with a TOYOBO ReverTra Ace® qPCR RT Kit (Toyobo Co., Osaka, Japan). After cDNA synthesis, 20 µL of the products were diluted 1:5 with RNase-free water and 4 mL was mixed with 25 μL of SYBR Green® TOYOBO master mix, 1 μL of each forward and reverse primer, and 16 μL of HPLC grade H2O. The PCR program included an initial denaturation at 98°C for 1 min, followed by denaturation at 98°C for 30 sec, annealing as indicated in Additional file 2: Table S8 and 60°C for 30 sec, and elongation at 72°C for 45 sec for 40 cycles. qRT-PCR was performed with a CFX Connect™ Optics Module Real-Time PCR System (Bio-Rad, USA). All primer information is presented in Additional file 2: Table S8. The experiment was conducted with three technical replications.
Fusarium wilt disease suppression on tomato by strain SP6C4 and with L-glutamic acid
For assays of Fusarium wilt disease control, tomato plants (cv. Heinze) were maintained in a plant growth chamber for 4 weeks. Conditions included a 16 hr day cycle at 27 ± 2°C and an 8 hr night cycle at 20 ± 2°C, both at 80% relative humidity. Seed was sterilized in 1.5% NaOCl for 30 min with gentle shaking and washed 3 times with ddH2O. The seeds were germinated on damp cotton in a Petri dish (9-cm, diam.) for 3 days at 4°C and then transferred to plastic pots (10-cm, diam.) with autoclaved nursery soil. After 5 days’ germination, 10 mL of L-glutamic acid (5 µg/mL) and 105 cfu/mL of Fusarium oxysporum f. sp. lycopersici (FOL) chlamydospores (10 mL) were drenched into the soil. Images of stem and leaf growth were captured two weeks later, at the early vegetative stage and at six weeks, (late vegetative stage). Shoot length, shoot fresh weight and disease indexes were scored weekly at 6 levels: (0, no symptoms; 1, slight yellowing of the lower leaves; 2, moderate yellowing of the entire plant; 3, wilted plant; 4, plants severely stunted or browning; 5, plants dead). All treatments had 3 biological replications and the mean ± SE of the results was calculated by one-way ANOVA in R (version 3.4.4.).
For sequencing analysis of rhizosphere populations, growth conditions of tomato plants were as described above. Tomato seedlings were grown in sterilized soil for 10 weeks and then 10 mL of L-glutamic acid (5 µg/mL) was applied by drenching 3 times at 3-day intervals between weeks 2 and 3. Strain SP6C4 was cultured in TSB broth containing 20% sucrose and 1% mannitol for sporulation. The harvested spores were washed four times with deionized, distilled H2O and the pellet was suspended in 50 mL (OD595nm 0.7 ± 0.05) of 0.1 % Hoagland solution containing 0.1% methylcellulose (MC) and inoculated into the soil four weeks after planting. Seven days later, FOL chlamydospore stock (105 cfu/mL) was inoculated into the soil. The disease index was scored every 5 days for 20 days using the five-grade scale above. At 10 weeks, the rhizosphere soil of 3 replicate plants was pooled for DNA extraction and sequencing. The seven treatments included an untreated control, FOL alone, L-glutamic acid (Glu) alone, SP6C4 alone, FOL + Glu, FOL + SP6C4, and FOL + Glu + SP6C4. Rhizosphere soil (0.5 g) was added to lysing matrix E and DNA was extracted using a FastDNA Spin Kit (MP Bio). The DNA was suspended in 50 mL of DES buffer and the tubes were stored at -20 °C for sequencing and lanM gene qRT-PCR. For sequencing, 200 ng of DNA was precipitated with ethanol and the V4 region of 16S rRNA was amplified with primers 515F forward (5'- gtgycagcmgccgcggtaa-3') and 806R reverse (5'-ggactacnvgggtwtctaat-3'). PCR products were subjected to Illumina MiSeq 250-bp paired-end sequencing at Macrogen (Daejeon, Korea). For 16S rRNA gene-based bacterial community analysis, the data were trimmed of low quality reads (< 30 minimum quality score) and primer sequences by using the DADA2 package in R (version 1.14), quality filtered, and processed according to Greengenes data base (https://greengenes.secondgenome.com) with a taxonomic classification similarity cutoff of ≤ 98%. The most dominant OTUs were shown by NMDS and OTU bars using ggplot2 in the R package (R, version 3.4.4). Other visualizations were made using superheat (version 0.1.0) for heatmaps, OTU abundance was calculated with NOI-seq (version 3.10) and co-occurrence was calculated with Spearman's method. All sequencing data and GenBank accession numbers were recorded in Additional file 2: Table S7.
Rhizosphere microbial community engineering with L-glutamic acid and suppression of Fusarium wilt disease in tomato
Seedlings of tomato (cv. Heinze) were maintained in a growth chamber under day/night conditions of 16 h light and 8 h dark. Temperature during the light cycle was 25°C ± 2 and was increased after inoculation of FOL to 28°C ± 2 to enhance pathogen infection. The dark phase temperature was held at 20°C ±2 and humidity was no greater than 85%. Seeds were sown in autoclaved nursery soil and irrigated with 0.1% Hoagland’s solution. After 12 days, the seedlings were treated with a 10 mL mixture of L-glutamic acid (5 µg/mL) and antibiotics (erythromycin and clindamycin, each at 10 µg/mL). FOL inoculation was performed with a chlamydospore stock solution (105 cfu/mL) at 15 days. At 6 weeks, the rhizosphere soil was collected to calculate lanM copy number and the expression of ISR-related genes by qRT-PCR (Additional file 2: Table S8). At the final of sampling time (week 6), the wilt disease index was determined for 5 independent plants as 6 levels: 0, no symptoms; 1, slight yellowing of the lower leaves; 2, moderate yellowing of the entire plant; 3, wilted plant; 4, plants severely stunted or browning; 5, plants dead.
Rhizosphere samples consisting of 150 mg of soil closely adhered to roots were added to lysing matrix E tube (MP biomedicals), lysed in 1-mL of TRIzol® Reagent (Invitrogen) and homogenized with a FastPrep-24 kit by a RNA single-step extraction method. The extracted RNA was cleaned with a spin column (RNeasy kit, Qiagen, Hidden, Germany). Ten μL of DNase and 70 μL of RDD buffer (RNeasy kit, Qiagen) were added on the column and incubated at ambient temperature for 15 min and then the column was washed with 350 μL of RW1 buffer and 500 μL of RPE buffer (RNeasy kit) at 8000 x g for 15 sec. The column was transferred to a new tube (1.5-mL) and incubated on ice for 1 min. For elution, 15 μL of RNase-free water was added and the column was centrifuged at 8000 x g for 1 min. For qRT-PCR, 1 μg of total RNA and oligo dT primers were used with a ReverTra Ace® qPCR RT kit (Toyobo). qRT-PCR was performed with 4 µl of cDNA, 16 mL RNase free water, 25 μL of SYBR Green® master mix (QPK-201T, Japan), and ΔΔ Ct values were calculated for JA (tomlex A, tomlex C, PINII), SA (SAMT, PR1b1, PR-P2), ET (erf) and PAMP; activated at pathogen infection (pti5)-related genes and actin and tubulin housekeeping genes [72-74]. All primer information is presented in Additional file 2: Table S8.
Statistical analyses
All data except for sequence analyses were analyzed by ANOVA and t-test. Comparisons were used to demonstrate differences among mean values with Tukey's HSD and graphs were visualized by ggplots version 3.0.1 and ggplot2 version 2.1.0 in the R software package.