Plant materials and growth conditions
Seeds from wild-type Arabidopsis thaliana Col-0 and the ali1 (N560407; At5g14470) mutant obtained from the Salk Institute, as well as complemented (pGWB21; 35S::10xMyc-ALI1) and outcrossed lines, were used in the study. Seed sterilization and Arabidopsis growth were carried out as was described in Shrestha et al. [22]. For the MAP kinase assay, gene expression analysis, and RNA sequencing approaches, 2-week-old seedlings were transferred to six-well plates with 3 ml ½-strength MS medium prior to pretreatment with N-acyl homoserine lactone (AHL). Root growth assay and sterile Pseudomonas syringae pathogenicity assay were performed as described in Shrestha et al. [22], except for AHL molecules used. For non-sterile P. syringae pathogenicity assay and ali1 mutant complementation, 2-week-old seedlings were transferred to pots with standard bedding soil (Fruhstorfer Erde: Perlite (1:1)) and grown under short-day conditions at 8 h:16 h (light: dark) photoperiod at 22 °C for another 3 weeks in the glasshouse. Six-week-old plants were grown under long-day conditions (light:dark 16 h:8 h and 22 °C photoperiod, light intensity of 150 µmol m−2 s−1 and 60% humidity) to induce flowering.
Characterization of ali1 mutant
For genotyping of the T-DNA insertion ali1 mutants, PCR-based screening was performed for knockout mutation. Genomic DNA was extracted from wild type Col-0, mutant ali1 and T-DNA insertion mutant that were growing on soil for 3 weeks using Qiagen DNeasy Plant Mini Kit following the manufacturer’s protocol. The first PCR was performed with left border primer LBb1-3 and gene-specific forward primer (Additional file 2: Table S1). The band was observed only in ali1 mutant and not in the other T-DNA insertion mutant and wild-type Col-0 indicating that T-DNA was indeed inserted in ALI1 locus (Additional file 2: Fig. S2). Similarly, the second PCR that was performed with ALI1 gene-specific primers (Additional file 2: Table S1) resulted in the band in wild-type Col-0 and T-DNA insertion mutant but not in ali1 mutant validating that there is a modification in the gene (Additional file 2: Fig. S2). Furthermore, third PCR was carried out with ALI1 cDNA-specific primers (Additional file 2: Table S1) to verify whether the transcription of ALI1 gene was impeded or not. The band was seen in cDNA of Col-0 pretreated with both oxo-C14-HSL and acetone control but not for ali1.
Pretreatment with AHL
Pretreatment with AHL was conducted as in Shrestha et al. [22], except for the AHL molecules used. N-hexanoyl-L-homoserine lactone (C6-HSL) and N-3-oxo-tetradecanoyl-L-homoserine lactone (oxo-C14-HSL) (Sigma-Aldrich) at concentrations as indicated were used in this study.
MAP kinase activity assay
Arabidopsis seedlings Col-0 and ali1 (N560407) mutant were pretreated with 6 µM oxo-C14-HSL or acetone for 3 days and collected 0, 30, 60, or 120 min after eliciting with 100 nM flg22 peptide. Protein extraction from Arabidopsis seedlings and western blotting were performed as in Shrestha et al. [35].
Gene expression analysis
Wild-type Col-0 and ali1 (N560407) Arabidopsis seedlings pretreated with oxo-C14-HSL were harvested at 0, 2, 4, 6, 24, and 48 h post 100 nM flg22 treatment. Extraction of RNA and synthesis of cDNA was carried out as described in Shrestha et al. [22]. Quantitative RT-PCR (qPCR) was performed using primers listed in Additional file 2: Table S2 [20, 47]. All expression levels were normalized to the expression of Ubiquitin ligase (At5g25760).
cDNA library construction, sequence processing, and transcriptome analysis
We performed transcriptome analysis of Col-0 and ali1 seedlings that were pretreated for 3 days with 6 µM oxo-C14-HSL or acetone control and subsequently elicited with 100 nM flg22 in order to determine the differences in their defense responses. All treatments were performed in triplicates. RNA was isolated from Arabidopsis seedlings using RNeasy Plant Mini Kit (Qiagen) according to the manufacturer’s recommendations. One microgram of total RNA was taken for DNAse digestion using the PerfeCTa DNAse I (Quanta Biosciences), and subsequently, cDNA synthesis was carried out using the qScript cDNA Synthesis kit (Quanta Biosciences) according to the manufacturer’s recommendations. Library construction and sequencing were performed on BGISEQ-500 (BGI Tech Solutions, Hong Kong). Raw sequencing reads were cleaned by removing adaptor sequences, reads containing poly N-sequences and low-quality reads. The cleaned sequence reads (100 bp single end) were analyzed using RNAStar (Version 2.4.0d-2) [48], cufflinks (Version 2.2.1.0), cuffmerge (Version 2.2.1.0), and cuffdiff (Version 2.2.1.5) [49]. The FPKM (fragments per kilobase million) and the significant differences between transcriptional profiles of Arabidopsis seedlings Col-0 and ali1 between the treatments were calculated based on q-value < 0.05 and fold change > 2 (Additional file 3, 4, 5 and 6: Dataset S1-S4). Significantly enriched genes related to specific GOs (Gene Ontology) were identified using web-based tool PANTHER (http://geneontology.org) using the PANTHER Overrepresentation Test (Released 2020–02-14), Arabidopsis thaliana (TAIR), GO biological process complete, and Fisher’s exact test with false discovery rate (FDR). The raw data were uploaded to GEO NCBI Sequence Read Archive with the number GSE156726. The Euler diagram was created using the R package “eulerr” [50].
Inoculation with Ensifer meliloti strains
Ensifer meliloti Rm2011 expR + (M. McIntosh) and E. meliloti Rm2011 (pBBR2-attM) carrying the lactonase gene attM from Agrobacterium tumefaciens [45] were grown in Tryptone Yeast extract (TY) medium until the OD600 reached 0.6–0.8. Bacterial cultures were centrifuged at 2500 g for 10 min and resuspended in 10 mM MgCl2. The rhizosphere of Arabidopsis was inoculated three times over 3 weeks with 10 ml of OD600 = 0.1 using: E. meliloti expR + , E. meliloti attM culture solution or 10 mM MgCl2 as control. The production of AHL on the root surface as well as establishment of the bacteria was previously demonstrated by [45].
Challenge with Pseudomonas syringae
Pseudomonas syringae pv. tomato DC3000 (Pst) pathogen assay on sterile Arabidopsis was performed as in Shrestha et al. [22]. The bacterial culture was adjusted to OD600 = 0.1. For Pst challenge on non-sterile condition, 3 days after the last inoculation with E. meliloti or MgCl2, four leaves from each treated plant were infiltrated with Pst inoculation solution adjusted to OD600 = 0.02. The leaves were infiltrated with Pst using a needleless syringe and four-leaf discs were collected from two leaves at 12, 48, and 96 h post infiltration. The leaf discs were homogenized in 10 mM MgCl2 and subsequently diluted. Duplicates of the dilution were plated on King’s B agar plates containing selective antibiotics to assess the colony-forming units (CFU) number.
Assessment of localization of ALI1
To assess the subcellular localization of ALI1, ALI1 ORF was subcloned into pGWB441 vector containing yellow fluorescent protein (YFP) gene and the Cauliflower Mosaic Virus (CaMV) 35S promoter and transformed into NEB 5-alpha Competent E. coli (New England Biolabs). Cloned vector extracted from transformed E. coli DH5α was used to transform competent Agrobacterium tumefaciens GV3101. YFP-tagged ALI1 in A. tumefaciens GV3101 along with several A. tumefaciens LBA4404 containing mCherry-tagged gene sequence of proteins (Additional file 2: Table S3) that localizes at different subcellular organelles were grown overnight in 5 ml LB liquid medium with selective antibiotics at 28 °C. The bacterial cultures were centrifuged at 2500 g for 10 min, resuspended with infiltration buffer at final OD600 of 0.05, and infiltrated into leaves of 4-week-old tobacco (N. benthamiana) plants. Equal OD600 0.05 of A. tumefaciens GV3101 containing YFP-tagged ALI1 and A. tumefaciens LBA4404 containing mCherry-tagged gene sequence of a protein that localizes at a subcellular organelle were mixed in infiltration buffer and infiltrated on the abaxial side of the leaves with 1-ml needleless syringe. The infiltrated leaves were visualized for protein localization on confocal laser scanning microscopy (CLSM) 2 to 3 days after infiltration. YFP was observed using 514 nm Ex and 520–550 nm Em range, and mCherry using 560 Ex and 570–600 Em settings.
Localization of ALI1 upon oxo-C14-HSL treatment
In order to assess a possible relocalization of ALI1 upon oxo-C14-HSL treatment, the leaves that were pre-infiltrated for 24 h with A. tumefaciens mix solution were infiltrated again with 6 µM oxo-C14-HSL. Similarly, acetone on infiltration buffer was used as a control. The infiltrated leaves were visualized for ALI1 localization 1 and 2 days after the infiltration with oxo-C14-HSL.
ALI1 expression and purification
Gateway destination vector pDEST17 subcloned with ALI1 ORF was transformed into E. coli BL21 competent cells (New England Biolabs). Colonies were screened and selected with gene-specific and vector-specific primers (Additional file 2: Table S1). Positive colonies were grown in 50 ml of LB containing 100 mg ml−1 ampicillin at 37 °C until OD600 reached 0.6. The expression of the protein was induced by adding 1 mM isopropyl β-D-1-thiogalactopyranoside (IPTG) overnight at room temperature (RT). All further steps were carried out at 4 °C or on ice. Bacterial cells were collected and centrifuged at 7379 g for 15 min and lysed through sonication with ice-cold lysis buffer (50 mM Tris–HCl, 300 mM NaCl, 0.1% Triton-X, DNase, lysozyme supplemented with protease inhibitor (Roche) and thereafter centrifuged at 14,462 g for 10 min. The resulting supernatant was added to a solution containing nickel resin beads (HisPur™ Ni–NTA Resin, Thermo Fisher Scientific) and binding buffer (50 mM sodium phosphate buffer at pH 8, 500 mM NaCl, 10 mM imidazole, 2.5% glycerol) for 30 min with continuous rotation. Lysate-bead mix was subsequently transferred to column and washed 5 times with washing buffer (50 mM sodium phosphate buffer at pH 8, 500 mM NaCl, 20 mM imidazole, 2.5% glycerol) and eluted with elution buffer (50 mM sodium phosphate buffer at pH 8, 500 mM NaCl, 250 mM imidazole, 2.5% glycerol). The concentration of 6xHis-tagged proteins was quantified using Bradford assay (Roti-Quant, Roth). E. coli BL21 transformed with pDEST17-SpvC was used as a 6xHis-tagged protein control.
Pull-down and binding assays
The interaction of ALI1 protein with oxo-C14-HSL was verified by pull-down assay. 6xHis-tagged ALI1 and 6xHis-tagged control protein were incubated with streptavidin beads (Sepharose® Bead Conjugate, Cell Signaling Technology) that were already loaded with M4 (oxo-C14-HSL tagged with biotin) or biotin control and incubated overnight before washing with washing buffer. The final bead-bound protein fractions were eluted with Laemmli buffer (62.5 mM Tris–HCl (pH 6.8), 2% SDS, 10% glycerol, 0.01% bromophenol blue) containing 2% β-mercaptoethanol and subjected to western blotting.
Thirty microliters of streptavidin beads were blocked using blocking buffer (0.05% (w/v) BSA in 100 mM phosphate buffer at pH 7.4) for half an hour at RT and further loaded with 60 mM biotin or 60 mM biotin-labeled oxo-C14-HSL (M4) for 30 min and centrifuged at 67 g for 1 min. After removal of supernatant, 100 µg 6xHis-tagged proteins were added and incubated overnight at constant stirring at 4 °C. After the beads were washed five times with blocking buffer, bound proteins were eluted by adding 40 µl of Laemmli buffer and heated at 95 °C for 5 min. Twenty microliters of eluted protein samples was separated on SDS gel (12%) and transferred to PVDF membrane (Immun-Blot® PVDF, Bio-Rad) through semi-wet blotting protocol. The membranes were blocked with 5% fat-free milk and subsequently probed with primary antibodies 6xHis Tag Monoclonal Antibody (Invitrogen) followed by incubation with horseradish peroxidase-labeled secondary antibody. Blots were developed using ServaLight chemiluminescent substrate (SERVA).
To verify the binding capacity of ALI1 to oxo-C14-HSL, we used an additional indirect technique based on the detection of free oxo-C14-HSL by the bacterial biosensor E. coil LuxCDABE. We used BSA as a negative control and the E. meliloti-originated LuxR receptor as purified His and GST versions, as positive control, and the ALI1, purified as GST-ALI1 and 6xHis-ALI1 fusion proteins. Six nanomoles of each protein was used. The oxo-C14-HSL was added in a range from 0 to 18 nmol and incubated with proteins overnight. Unbound oxo-C14-HSL was detected after overnight incubation using the bacterial biosensor E. coli LuxCDABE, as described in Schenk et al. [33].
Microscale thermophoresis (MST) binding assay
Preceding to MST bioassay, both proteins (6xHis-ALI1 and 6xHis-SpvC used as His-tagged protein control) were labeled with Red-Tris-NTA fluorescent dye and diluted into the labeling buffer (50 mM phosphate buffer at pH 8.0, 150 mM NaCl, 0.005% Tween-20, and 0.16% acetone) to reach the labeling concentration of 0.2 µM. After labeling, dye removal was not required as all dye molecules were bound by a protein due to labeling stoichiometry and, therefore, no free dye was present in the labeling batch. The final concentration of total protein and fluorescence was 200 and 100 nM respectively. Premium-coated capillaries were chosen for further experiments as no adhesion of both labeled proteins was observed. The intrinsic MST noise of both labeled proteins was acceptably low (< 5.0 units) under the applied experimental parameters and the used assay buffer. MST binding assay was performed on Monolith NT.115 Pico (red-nano) at 25 °C, with 90% LED power and 40% laser power. Five microliters of the fluorescent target proteins was used at constant 50 nM where 5 µl of the ligand oxo-C14-HSL was titrated from 100 µM down in 16 (1:1 dilution) steps. To ensure reproducibility, measurements were taken repeatedly on two independent experiments. The data were analyzed by ligand concentration (mol l−1) against normalized fluorescence of labeled proteins. Curve fitting were performed by using the KD fit derived from the law of mass action according to the binding model, and the affinity is calculated and stated as EC50 or KD values. The amplitude of the binding curve was assessed and signal to noise ratio which is amplitude divided by noise. Noise is standard deviation of difference between experimental data and fitted data.
Nano-differential scanning fluorimetry (nanoDSF) assay
Prior to nanoDSF assay, both protein samples (6xHis-ALI1 and 6xHis-SpvC used as His-tagged protein control) and ligand oxo-C14-HSL were diluted in assay buffer (50 mM phosphate buffer at pH 8.0, 150 mM NaCl, 0.005% Tween-20 and 0.167% acetone) to have a final concentration of 5 and 100 µM respectively. The experiments were performed on a Prometheus NT.48 device equipped with additional back reflection options for detection of target protein aggregation via light scattering method. The temperature of the assay ranged from 20 to 95 °C with heating speed of 1 °C min−1. The analysis method of ratio 350/330 nm for protein unfolding (Tm) was used, and data were analyzed using the PR.StabilityAnalysissoftware from Nanotemper Technologies. The thermal denaturation of the target proteins were monitored via its intrinsic tryptophan fluorescence. Thermal shift was calculated by assessing difference of melting temperatures (Tm) between ligand-bound and apo-state of a protein.
In silico screening for docking of oxo-C14-HSL against ALI1 (At5g14470)
The sequence of the ALI1 (AtGlcAK2) protein was obtained from TAIR, and the best predicted model of ALI1 was generated using i-TASSER server (https://zhanglab.ccmb.med.umich.edu/I-TASSER/) [51]. Similarly, 3D conformer of the ligand oxo-C14-HSL was retrieved from PubChem Structure [52]. The 3D structure of both protein and ligand was visualized using UCSF Chimera [53] where the model was prepared for docking in order to attain a clean protein model for further analysis. Docking simulations of ALI1 protein and oxo-C14-HSL ligand was performed in SwissDock (http://www.swissdock.ch/docking) [54], a web server that provides prediction of molecular interaction between the ligand and the target protein. The “docking type” was set to accurate type and “Definition of the region of interest” was set to default and so was “flexibility” which allows flexibility for side chains within 0 Å of any atom of the ligand in its reference binding mode. The binding modes were scored using their FullFitness and clustered, of which they were ranked on the basis of the average FullFitness of their elements [55]. The prediction file from SwissDock was further inspected in UCSF Chimera, and the chimera model with the lowest energy was selected for the identification of amino acid residues that were at a distance of less than 5 Å from each atom of the ligand.
Cloning approach
ALI1 ORF sequence (At5g14470) was amplified from cDNA of Col-0 Arabidopsis using ALI1-specific primers (Additional file 2: Table S1). Subsequently, ALI1 ORF sequence was supplemented with attB sites using sequence-specific primers containing attB sites (Additional file 2: Table S1). Thereafter, the PCR product was purified using PEG precipitation protocol [56]. BP clonase recombination reaction was performed to subclone ALI1 into the pDONR207 vector using Gateway® BP Clonase™ II Enzyme Mix following the manufacturer’s protocol. NEB 5-alpha Competent E. coli (New England Biolabs) cells were transformed with the product of recombination reaction using the heat shock method. Colony PCR was performed using DNR3 and DNR5 primers and amplicons were digested with BamHI and ran on a gel for further analysis. Positive constructs were sent for sequencing. LR clonase recombination reaction was performed to insert ALI1 ORF into different destination vectors (pGWB21 or pGWB441) using Gateway™ LR Clonase™ II Enzyme Mix following the manufacturer’s protocol. Different destination vectors were used for the study. For protein expression and purification, pDEST17 was used whereas pGWB441 was used for cellular localization studies.
Complementation of ali1 mutant
For complementation of the ali1 mutant (N560407), pGWB21 (35S, N-ter 10xMyc) destination vector was used. Competent E. coli DH5α was transformed with the product of LR recombination reaction using heat shock method. Colony PCR was performed using vector and gene-specific primers (Additional file 2: Table S1) and obtained constructs were verified via sequencing. A. tumefaciens strain GV3101 was transformed with the desired vector constructs by electroporation, and selection of the positive colonies was performed through colony PCR using vector and gene-specific primers (Additional file 2: Table S1). The positive cells were used to transform the ali1 mutant using the floral-dip method. Seeds of the ali1 mutant were first surface sterilized and grown on ½-strength MS media plates for 2 weeks and later transferred on standard bedding soil (Fruhstorfer erde: Perlite (1:1)). The 2-week-old seedlings were grown on controlled condition (day/night 8/16 h and 22 °C photoperiod, light intensity of 150 µmol/ m−2 s−1 and 60% humidity) in a growth chamber for 2 months before transferring them to the greenhouse condition (day/night 16/8 h and 22 °C photoperiod, light intensity of 150 µmol m−2 s−1 and 60% humidity) until flowering. A. tumefaciens GV3101 strains containing ALI1 ORF in pGWB21 was grown overnight in LB medium containing selective antibiotics. Two hundred fifty microliters of pre-culture was inoculated on 250 ml LB medium containing selective antibiotics and was grown overnight at 28 °C until the O.D600 reached 1. The culture was collected and centrifuged at 2500 g for 10 min at RT. The pellets were resuspended in 250 ml of 5% sucrose solution, and Silwet L-77 was added at a concentration of 0.02%. Floral-dip method [57] was employed to stably transform the ali1 mutant. Inflorescences were dipped into the Agrobacterium suspension for 30 s. The plants were then covered with a hood for 48 h and left to grow in the greenhouse under long-day conditions. Watering of the plants was stopped after the first pods began to dry. Seeds were harvested after complete drying of the inflorescences, and seeds were selected on selective ½-strength MS medium plates. The seedlings growing on selective plates were transferred on soil pots and later genotyped in order to identify the positive heterozygous complemented lines (T0). The positive complemented lines were self-pollinated and the generated seeds (F1) were checked for homozygosity using gene-specific and tag-specific primers (Additional file 2: Table S1).
Western blot on complemented ali1 lines
Arabidopsis seedlings Col-0, complemented ali1 (N560407) mutants #10–2 and #10–19, and outcross line #10–3 were first grown on ½-strength MS plates for 2 weeks and then transferred on soil pots. The plants were grown for additional 4 weeks and one leaf was collected and homogenized. Proteins were extracted from homogenized plant samples using Laemmli buffer (62.5 mM Tris–HCl (pH 6.8), 2% SDS, 10% glycerol, 0.01% bromophenol blue) further supplemented with Triton-X (10%) and additional SDS (4%). The homogenized plant samples were vortexed vigorously, subsequently cooked at 95 °C for 10 min and briefly centrifuged. Fifteen microliters of total protein was run on SDS gel (12%) and transferred to PVDF membrane through semi-wet blotting protocol. The membranes were blocked with 5% w/v fat-free milk and thereafter probed with primary antibody Myc-tag antibody (Chromotek GmbH), followed by incubation with horseradish peroxidase-labeled secondary antibody Anti-rat IgG (Cell Signaling Technology). Blots were developed using chemiluminescent substrate (ServaLight Vega Luminol solution, SERVA).
Statistical analysis
All experiments were performed with at least three independent biological replicates. The GENMOD procedure from SAS 9.4 (SAS Institute Inc., Cary, NC, USA) was used for the analysis of variance. For multiple comparisons in root growth assay, the p-value was adjusted by the method of Tukey’s honestly significant difference (HSD) post hoc test. The class variable was treatment (C6-HSL, oxo-C14-HSL and acetone control). Quantitative PCR assays were performed in four biologically independent experiments and Pst assays were performed in three biologically independent experiments. p values < 0.05 in Student’s t test were considered as indicative for a significant difference. Western blot analysis was performed in three independent experiments, representative blot is shown.