Functional characterization of an ornithine cyclodeaminase-like protein of Arabidopsis thaliana
© Sharma et al.; licensee BioMed Central Ltd. 2013
Received: 10 June 2013
Accepted: 16 November 2013
Published: 18 November 2013
In plants, proline synthesis occurs by two enzymatic steps starting from glutamate as a precursor. Some bacteria, including bacteria such as Agrobacterium rhizogenes have an Ornithine Cyclodeaminase (OCD) which can synthesize proline in a single step by deamination of ornithine. In A. rhizogenes, OCD is one of the genes transferred to the plant genome during the transformation process and plants expressing A. rhizogenes OCD have developmental phenotypes. One nuclear encoded gene of Arabidopsis thaliana has recently been annotated as an OCD (OCD-like; referred to here as AtOCD) but nothing is known of its function. As proline metabolism contributes to tolerance of low water potential during drought, it is of interest to determine if AtOCD affects proline accumulation or low water potential tolerance.
Expression of AtOCD was induced by low water potential stress and by exogenous proline, but not by the putative substrate ornithine. The AtOCD protein was plastid localized. T-DNA mutants of atocd and AtOCD RNAi plants had approximately 15% higher proline accumulation at low water potential while p5cs1-4/atocd double mutants had 40% higher proline than p5cs1 at low water potential but no change in proline metabolism gene expression which could directly explain the higher proline level. AtOCD overexpression did not affect proline accumulation. Enzymatic assays with bacterially expressed AtOCD or AtOCD purified from AtOCD:Flag transgenic plants did not detect any activity using ornithine, proline or several other amino acids as substrates. Moreover, AtOCD mutant or over-expression lines had normal morphology and no difference in root elongation or flowering time, in contrast to previous report of transgenic plants expressing A. rhizogenes OCD. Metabolite analysis found few differences between AtOCD mutants and overexpression lines.
The Arabidopsis OCD-like protein (AtOCD) may not catalyze ornithine to proline conversion and this is consistent with observation that three residues critical for activity of bacterial OCDs are not conserved in AtOCD. AtOCD was, however, stress and proline induced and lack of AtOCD expression increased proline accumulation by an unknown mechanism which did not require expression of P5CS1, the main enzyme responsible for stress-induced proline synthesis from glutamate. The results suggest that AtOCD may have function distinct from bacterial OCDs.
Proline (Pro) metabolism has a number of unique functions in plants as well as microorganisms [1, 2]. Bacteria use proline as a compatible solute to osmoregulate and prevent injury from osmotic stress . Proline accumulation functions in plant osmotic adjustment and influences plant development [1, 4–8] as well as buffering of cellular redox status during abiotic stress [1, 2, 9]. Proline metabolism can also act as an inducer of the hypersensitive response during plant pathogen infection [10, 11]. This latter function is likely caused by proline catabolism promoting the formation of reaction oxygen in the mitochondria or by a yet poorly understood role of ∆1-pyroline-5-carboxylate (P5C), the main intermediate of both proline synthesis and catabolism. A similar role of proline catabolism and P5C in apoptosis and tumor suppression and additional roles of proline metabolism in tumor metabolism have been proposed in mammals [7, 12, 13]. These examples illustrate how there are a number of reasons that proline metabolism, and potential new genes related to proline metabolism, are of significant interest.
The core components of plant proline metabolism and their role in plant stress responses have been examined in a number of studies. Proline is mainly derived from glutamate through two enzymatic steps which in Arabidopsis thaliana are catalyzed by P5C synthetase1 (P5CS1) and P5CS2 which convert Glu to the intermediate P5C and P5C reductase (P5CR) which converts P5C to proline [1, 2]. P5CS1 expression is up-regulated under abiotic stress [1, 2, 14], and p5cs1 mutants have greatly reduced proline accumulation. P5CS1 is required for tolerance of low water potential  and salt stress . Mutants of P5CS2 have greatly reduced viability indicating that P5CS2 has a greater role in proline synthesis during normal development and an important role in reproductive development [4, 7, 13]. The subcellular localization of stress induced proline synthesis is still not entirely certain as it is not clear whether P5CS1 is in the chloroplast, associated with the outside of the chloroplast or partially cytosolic and whether its localization changes during stress . P5CR has been found in both cytosol and chloroplast [12, 15], although it may be localized predominantly in the cytosol . The conversion of ornithine into P5C by Orn-δ-aminotransferase (OAT) has traditionally been considered as an alternative pathway of proline synthesis. However, OAT has recently been shown to be a mitochondrial enzyme which may not have a major role in proline synthesis .
Some bacterial species, including the plant pathogenic bacteria, Agrobacterium tumefaciens and A. rhizogenes, have another enzyme, ornithine cyclodeaminase (OCD), which synthesizes proline in a single step from ornithine [8, 17]. The enzymatic reaction requires NAD+ as a cofactor and consists of the deamination of L-ornithine into L-proline with ammonium released as a byproduct [17, 18]. The enzyme has also been classified as a member of the μ crystalline family based on the sequence similarity to a protein highly expressed in eye lens of marsupials . In A. tumefaciens, OCD is localized on the Ti plasmid but not in the transferred DNA (T-DNA) region. It is involved in the last step of the catabolism of ornithine derived (via arginine) from plant-synthesized opines that provide nitrogen and carbon for bacterial growth . In contrast, the OCD of A. rhizogenes, is localized in the T-DNA region of the Ri plasmid and is referred to as RolD. Deletion of A. rhizogenes RolD increased callus formation but roots from the calli grew more slowly than those from calli initiated by the wild type A. rhizogenes T-DNA . RolD expressed by itself in transgenic plants induced early flowering and enhanced defense response [21, 22]. In vitro assays demonstrated that RolD had ornithine cyclodeaminase activity . The phenotypes of RolD overexpression are consistent with other observations suggesting a role of proline in flowering [5, 6, 13, 23].
Although effects of expressing A. rhizogenes OCD in plants have been demonstrated, there has been no report of a protein having OCD activity in higher organisms. However, several plant genomes contain genes annotated as OCDs including Arabidopsis (AT5G52810), rice (Os10g38930), maize (GRMZM2G125266), soybean (Glyma20g30280) and Thellungiella halophila (Thhalv10014103m.g). We are not aware of any experimental data on the roles of these putative plant OCDs and whether they indeed have OCD activity. We characterized the Arabidopsis OCD-like gene, which we refer to as AtOCD for convenience and clarity as it has no other established name, with emphasis on whether or not it influences low water potential induced proline accumulation and may have a role in acclimation to low water potential. AtOCD transcript was up-regulated by low water potential and AtOCD was predominantly localized in the chloroplast which is thought to be a probable location for proline synthesis during stress. Physiological analysis of atocd and atocd/p5cs1-4 mutants as well as AtOCD RNA lines demonstrated that lack of AtOCD expression significantly increased in proline accumulation at low ψw in a manner that was independent of P5CS1. However, we did not detect any OCD activity in biochemical assays with bacterially expressed AtOCD or AtOCD expressed in transgenic plants. Specific sequence differences between AtOCD and bacterial OCDs which have been structurally characterized also suggest that AtOCD may not catalyze the conversion of ornithine to proline. The data suggest that AtOCD is different than the characterized bacterial OCDs and has a unique function.
AtOCD expression is up-regulated at low water potential
We have recently shown that other proline metabolism enzymes have tissue specific expression patterns at low ψw. We found that AtOCD was induced by low water potential specifically in shoot tissue while the root maintained a lower basal level of expression in both control and stress treated seedlings (Figure 1B). The expression pattern of AtOCD was similar to that of the proline biosynthetic gene P5CS1 which had a greater low water potential induction in shoot than in root tissue . To better define the tissue specific expression pattern of AtOCD, we generated transgenic plants with a GUS reporter driven by the 1.5 kB promoter region of AtOCD. AtOCD promoter activity was low in unstressed plants with some expression in root and localized expression in the shoot meristem and developing leaf tissue (Figure 1C). After 96 h at −1.2 MPa, AtOCD promoter:GUS expression was dramatically increased in shoot tissue with young leaves showing the greatest increase in expression. Thus, the GUS staining patterns agreed with the quantitative PCR results and suggested that AtOCD expression was greatest in shoot tissue at low water potential. In adult plants, water withholding induced AtOCD promoter:GUS expression in developing siliques and flowers (Figure 1D). No expression was seen in the mature seeds.
AtOCD expression is induced by proline but not by its putative substrate ornithine
AtOCD is predominantly localized in plastids
atocd mutants and RNAi lines have increased proline content at low ψwbut are not affected in growth nor in flowering time
It is well established that most of the low water potential induced proline accumulation is dependent on proline synthesis by P5CS1[9, 14]. To determine if increased proline caused by lack of AtOCD expression was also dependent on P5CS1, we generated a p5cs1-4/atocd-2 double mutant. Consistent with our previous results, proline content of p5cs1-4 was only 15% that of the wild type at low water potential . Proline content of the p5cs1-4/ocd-2 double mutant was increased by nearly 5 μmol g FW-1 (Figure 5B), similar to the amount of increase seen in the atocd single mutant relative to wild type. In relative terms, this was a nearly 40% increase in proline content of the double mutant compared to the p5cs1-4 single mutant. These results suggested that AtOCD did not contribute to stress-induced proline accumulation as may be expected if it catalyzed the conversion of ornithine to proline. Instead, it had a negative effect on proline accumulation that was independent of P5CS1. We also assayed proline content of seedlings after application of exogenous proline to determine whether AtOCD may contribute to proline catabolism (Figure 5C). No difference was observed between wild type and atocd mutant or RNAi seedlings while pdh1-2 mutants inhibited in proline catabolism accumulated much higher levels of proline, consistent with previous experiments . These data suggested that AtOCD does not substantially contribute to proline catabolism.
One possibility is that suppression of AtOCD affected proline levels by altering expression of proline metabolism genes. We assayed the expression of proline synthesis genes P5CS1 (At2g39800), P5CS2 (At3g55610) and P5CR (At5g14800) as well as the proline catabolism genes PDH1 (At3g30775), PDH2 (At5g38710) and P5CDH (At5g62530). We also assayed ornithine amino transferase (OAT, At5g46180), which can synthesize proline in vitro but may not contribute to proline synthesis in planta. The effect of low water potential on expression of these genes in wild type was consistent with previous observations in our laboratory  and many other reports in the literature. In comparing the AtOCD mutants and transgenic lines to wild type, we found no substantial difference in expression of proline synthesis genes that could explain the higher proline of the atocd mutants (Figure 5D). The only difference in proline synthesis gene expression that we observed was increased P5CS2 in p5cs1-4/atocd-2. As P5CS2 expression was unaffected in any of the AtOCD mutants or transgenic lines, this likely was a compensation for the much reduced proline level caused by the lack of P5CS1 expression. Note that p5cs1-4 still accumulates a reduced level of truncated P5CS1 transcript but has been shown to be a null mutant that does not produce P5CS1 protein [11, 27].
For proline catabolism genes the only difference observed was increased expression of PDH2 in atocd mutants and an even greater (nearly 4-fold increase) in the AtOCD overexpression lines at low water potential (Figure 5D). The significance of this is not clear as the AtOCD overexpression lines had the highest expression of PDH2 but did not significantly differ from wild type in proline accumulation (Figure 5A). In the atocd lines, increased PDH2 expression may be an indirect effect of the higher proline level. OAT was slightly more expressed in one of the overexpression lines at low water potential (Figure 5D) and this line also had the highest expression of AtOCD (Figure 4B). This suggests an effect of AtOCD overexpression on mitochondrial metabolism as both PDH2 and OAT are mitochondrial proteins [26, 28]. Overall, the gene expression results suggested that AtOCD may affect proline metabolism indirectly or through post-transcriptional mechanisms as there was no change in gene expression that could simply explain the higher proline in atocd mutants.
In vitro activity assays and sequence analysis of AtOCD
Metabolic profiling identifies metabolite changes induced by low water potential but relatively few differences in AtOCD mutants or overexpression lines
To further characterize the function of AtOCD, seedling samples of wild type and AtOCD mutant or overexpression lines were subjected to GC-MS untargeted metabolite analysis. Our hypothesis was that candidate substrates or products of AtOCD would have their relative abundance affected oppositely by AtOCD overexpression versus atocd knockout (for example, a metabolite more abundant in AtOCD overexpression plants but less abundant in atocd mutant). As AtOCD expression was induced by low water potential, we also hypothesized that AtOCD substrates or products may accumulate at low water potential.
In the metabolite data set, 471 metabolites consisting of both known compounds and those identified only as mass spectral tags  were quantified. A number of metabolites were found to accumulate in wild type at low water potential including several unidentified compounds (See Additional file 1: Table S1). A forty eight-fold accumulation of proline was observed (one clearly outlying control sample was removed in this case) which matches well with the proline content accumulated in wild type after 96 h of −1.2 MPa (Figure 5B). In addition, an increase in isoleucine and leucine was observed, consistent with observations in our laboratory using targeted metabolite analysis by GC-MS . As for the AtOCD overexpression and knockout data, there were relatively few differences in metabolite content and no metabolite that clearly met the above criteria for an AtOCD substrate or product. Particularly, no compound had a clearly opposite change in abundance in the atocd mutant versus AtOCD overexpression line. One unidentified metabolite (number 616767) which accumulated approximately 6-fold in wild type at low water potential was also increased approximately 5-fold in AtOCD overexpression plants under control or stress conditions but was not affected in atocd (Additional file 1: Table S1). A few other unknown compounds were more or less abundant in both AtOCD overexpression plants and atocd mutant. Of known compounds, ornithine was found to be higher in overexpression lines at low water potential; however, we were unable to detect any activity with ornithine or with proline as a substrates (see above). Interestingly, ascorbate was the known compound most affected in the AtOCD lines: it was lower in both AtOCD overexpression and atocd mutant samples. This difference may represent an indirect effect of AtOCD expression on plant redox status.
We studied an uncharacterized Arabidopsis protein having sequence similarity with bacterial OCDs which produce proline in a single step by deamination of ornithine . The existence of such direct ornithine to proline conversion in plants could potentially by pass the main pathway of proline synthesis in which glutamate is converted to proline via the intermediate P5C. As P5C has been proposed to affect ROS production or potentially act as a signaling molecular in its own right, a pathway that bypassed P5C would be of great interest. Our data do not allow us to conclusively rule out such a pathway in plants, but the phenotypic assays, in vitro enzyme assays and sequence differences between the Arabidopsis OCD-like protein (AtOCD, At5g52810) and structurally characterized bacterial OCDs all suggest that AtOCD does not synthesize proline. Our results are consistent with the findings of Trovato et al. (2001), who concluded that OCD activity was not present in plant extracts .
Despite its apparent lack of OCD activity, AtOCD does have some effect on proline metabolism as both atocd mutants and RNAi lines as well as a p5cs1-4/atocd-2 double mutant had increased proline. The observation that proline, but not other amino acids, could induce AtOCD expression also suggests a connection of AtOCD to proline metabolism. One possibility is that a lack of AtOCD activity changes cellular redox status and that this altered redox status causes a change in proline metabolism. It has been observed that proline metabolism is required to buffer NADP+/NADPH ratio  and that lack of P5CS1 expression changes reactive oxygen metabolism . Thus, if AtOCD expression has an effect on redox status, this could in turn affect proline. This idea is supported by the observation that manipulation of AtOCD expression decreased the level of ascorbate (Additional file 1: Table S1). Of the proline metabolism genes we assayed, only PDH2 and OAT showed any significant change in expression in AtOCD mutant or transgenic lines. This observation that plastid-localized AtOCD affected the expression of mitochondrial localized PDH2 and OAT also suggests an indirect mechanism for the altered proline accumulation in atocd mutants. It also indicates, consistent with ongoing work in our laboratory, that there are many ways to alter proline accumulation other than transcriptional regulation of proline metabolism genes. Altered protein levels, enzyme activity, or substrate availability are all possibilities. We also cannot rule out the possibility that AtOCD activity somehow competes with proline metabolism. However, in that case it is unclear why the effect of atocd is the same in wild type and the p5cs1-4 mutant background where total proline synthesis is much less.
OCD-like proteins have been identified in several organisms based on bioinformatic prediction however; like AtOCD, none of them showed OCD activity due to lack of conserved substrate binding sites [19, 33–36]. The function of these OCD-like proteins is largely unknown although they have been associated with a number of phenotypes. For instance, an OCD-like protein in Rhizobium melliloti was associated with enhanced nodulation efficiency . In Halichondria japonica, another OCD orthologue functions as a tauropine dehydrogenase involved in opine metabolism  and in Archaeoglobus fulgidus, an OCD-like protein functions as an alanine dehydrogenase . These examples suggest that OCD-like proteins are functionally divergent and have evolved to play specific roles in each of these organisms.
Recent observations have shown a role of proline metabolism in plant-pathogen interaction [1, 10]. Also, proline is involved in the activation of quorum sensing and antagonizes the effect of GABA in plant defense response against A. tumefaciens infection . Interestingly, AtOCD is differentially expressed between Arabidopsis accessions that demonstrate varying susceptibility levels to pathogen infection . This suggests a possible role for AtOCD in plant defense responses. However, preliminary tests of our AtOCD overexpression lines did not reveal any difference in susceptibility when the plants were challenged with Pseuodomonas syringae p.v. tomato (DC3000). Whether or not AtOCD may participate in some aspect of secondary metabolism related to biotic stress remains a possibility.
A combination of physiological, biochemical and genetic analyses found that AtOCD does affect proline accumulation at low water potential via a mechanism that is independent of P5CS1. The effect of AtOCD on proline accumulation may be indirect, possibly reflecting a change in redox status. The data suggest that AtOCD may have functions and substrate preference different than previously characterized bacterial OCDs.
Plant material, growth conditions and stress treatments
T-DNA insertion lines of Arabidopsis OCD-like gene At5g52810 (GABI_428E01 and GABI_696E11) were obtained from the GABI-KAT collection and genotyped by PCR. Mutants of P5CS1 (p5cs1-4) and PDH1 (pdh1-2) have been previously characterized by our laboratory and others [9, 11, 14]. Screening for atocd-2/p5cs1-4 double mutants was conducted using primers given in Additional file 1: Table S2 and those reported previously for p5cs1-4. For plate based experiments, seeds were surface sterilized and grown in half strength MS medium (with 2 mM MES buffer pH 5.7, no sugar added). After two days of stratification, plates were transferred to a growth chamber (25°C, continuous light at 80–100 μmol photons m-2 s-1) and incubated vertically. Seven-day-old seedlings were subjected to low water potential stress by transferring them to agar plates infused with PEG-8000 . For amino acid treatment, proline, ornithine, or other amino acids were added to the medium after sterilization at the concentrations indicated in the text or figures. Water stress treatment of soil grown plants was given by withholding water for 10 days.
Generation of transgenic plants
To generate AtOCD RNAi lines, a 400 bp portion of AtOCD was amplified from Col-0 genomic DNA and cloned into entry vector pDONR207 by BP reaction (Invitrogen). The AtOCD sequence used for RNAi was chosen based on the Agrikola database of gene specific tags . The insert was transferred into pHELLSGATE12  through LR reaction and the construct was sequenced to confirm orientation of the inserts. Transgenic plants were generated using Agrobacterium tumefacians strain GV3101 and floral dip transformation . Transgenic lines were selected on media containing 50 μg ml-1 kanamycin and two or three independent T3 homozygous lines were used for phenotypic assays.
To generate promoter:GUS lines, a 1.5 kB upstream promoter region of AtOCD was amplified from Col-0 genomic DNA. A second nested PCR was done to add the remaining portion of the Gateway sequences and Gateway recombination reactions were used to clone the fragment into pDONR207 and subsequently into pGWB433 . Three independent homozygous T3 lines were used for GUS staining with representative images shown. For overexpression, the open reading frame of AtOCD was amplified without stop codon and cloned into pDONR207. The inserts were transferred by LR into destination vectors pGWB411 or pGWB441 for expression of AtOCD with C-terminal FLAG or EYFP tag, respectively . All primers used for cloning can be found in Additional file 1: Table S2.
RT-PCR and quantitative real time PCR
Total RNA was isolated using RNAeasy plant mini kit (Qiagen) with DNAse treatment. RNA was quantified by nanodrop spectrophotometer and 1 μg total RNA reverse transcribed using SuperScript III (Invitrogen). Actin2 was used as a reference gene for semi-quantitative RT-PCR. Quantitative real time PCR was performed using a FAM/BHQ labeled TaqMan probe and primer set (Additional file 1: Table S2). Absolute quantitation of copy numbers of AtOCD and proline metabolism genes was based on a standard curves constructed using plasmid DNA. For proline metabolism genes, primer and probe sets, RT-PCR and quantitation were performed as previously described . P5CS2 was quantified using the ∆∆Ct method using Actin8 as a reference gene and primers given in Additional file 1: Table S2. Three to six independent samples were used for each gene expression measurement. Tissue specific gene expression analysis was carried out with shoot tissue and two different 10 mm root sections collected as previously described .
For confocal microscopy analysis, 4–10 day old seedlings mounted in water were examined with a 63 × /1.2 W Korr UV–VIS-IR M27 water immersion lens on a LSM510 META laser-scanning confocal microscope (Carl Zeiss Inc., Thornwood, NY, USA). Fluorescence images were obtained at 1024 × 1024 pixel resolution by using the 514-nm excitation line of an Argon/2 ion laser (458, 477, 488 and 514 nm) with appropriate emission filters for YFP and chlorophyll. For in vivo mitochondrial staining seedlings were mounted in water and supplemented with 1 mM of MitoTracker® Orange CM-H2TMRos (M-7511, Molecular Probes, Inc., Eugene, OR, USA). Images were then acquired using two channels with separate excitation by 514 nm (YFP) and 543 nm (MitoTracker Orange) laser lines, and fluorescence emissions were gathered. Images were exported as TIFF files and further processed with LSM 5 META Image Examiner.
Protein expression, purification and enzyme assay
The AtOCD open reading frame was transferred into pDEST15 (Invitrogen) by LR reaction to express GST-tagged AtOCD. The construct was transformed into Rosetta (Merck) E. coli cells. The bacterial cells was lysed in 1X GST binding buffer (43 mM Na2HPO4, 14.7 mM KH2PO4, 1.37 mM NaCl and 27 mM KCl, pH 7.3), 100 μg/ml lysozyme, 1 mM PMSF, 0.1% Triton and 1X protease inhibitor (Roche) and incubated for 30 min at room temperature. The cell lysate was sonicated (10 s pulse cycle for 1 min) and centrifuged at 12,000 g for 15 min at 4°C. The recombinant protein was expressed in soluble form with the expected size of ~ 62 kD and was purified with GST binding resin (Novagen) and eluted in 50 mM Tris-Cl (pH 8) and 100 mM Glutathione. Excess glutathione was removed by overnight dialysis against 10 mM Hepes (pH 8.2), 10 μM NAD+, 50 mM NaCl and 1X protease inhibitor (Roche) by changing the buffer several times at 4°C. Purified protein was detected on SDS gel and confirmed by western blot with GST antibody.
Alternatively AtOCD:Flag was immuno-precipitated from transgenic plants. Briefly, transgenic and untransformed (control) plant tissue (20 g) were homogenized in lysis buffer (10 mM Hepes (pH 7.5), 10% Glycerol, 10 mM KCl, 5 mM MgCl2, 100 mM β-mercaptoethanol, 1 mM PMSF and 1X protease inhibitor (Roche) and the crude homogenate centrifuged. The supernatant was incubated with anti-Flag resin (Sigma) for 3–4 h. The anti-FLAG resin was collected by low speed centrifugation and washed 3 times with lysis buffer. The resin, suspended in a small volume of lysis buffer, was transferred into Pierce spin cups (Thermo Scientific), incubated with 3X FLAG Peptide (Sigma; 25 μg in 100 μl lysis buffer) for 20 min and protein eluted in lysis buffer or in 10 mM Hepes (pH 8.2), 10 μM NAD+, and 50 mM NaCl and 0.2 mM PMSF and protease inhibitor (Roche). All purification steps were carried out in a cold room. Protein samples were divided into single use aliquots and stored into −80 C.
Enzymatic assay of purified AtOCD was performed using similar conditions as reported [8, 18] with some modifications. The reaction mixture consist 10 mM Hepes (pH 8.2), 5 mM Orn, 2 mM NAD+, 1 mM DTT and 100–200 ng AtOCD protein in 200 μl total volume. Other co-factors including NADP, NADPH and NADH and additional possible substrates such as glutamate, GABA and alanine were also used in different combinations but keeping all concentrations the same. The reverse OCD reaction was assayed using 10 mM Hepes (pH 8.2), 5 mM Pro, 1 mM NADH and 700 mM NH4Cl (final pH of the reaction was 7.6) . The reaction was incubated at room temperature (25 C) and change in the absorbance was measured over 30 min in a plate reader.
Proline measurement and metabolite profiling
Proline measurement was done by ninhydrin assay  with sample collection and extraction as reported in . For metabolite profiling, samples (~80 mg) of unstressed seedlings or seedlings exposed to −1.2 MPa for 96 h on PEG-agar plates were collected and lyophilized. Sample extraction, GC-TOF-MS analysis and metabolite identification were performed at the UC Davis Genome Center Metabolomics Facility .
Availability of supporting data
The data set supporting the results of this article is included within the article and its additional file.
SSha performed research, designed experiments and wrote the paper; SShi performed research; PEV conceived the research, directed experiments and wrote the paper. All authors read and approved the final manuscript.
This work was funded by a Career Development Award from Academia Sinica to P.E.V. We thank the laboratory of Laurent Zimmerli (Institute of Plant Biology, National Taiwan University) for performing the pathogen susceptibility tests.
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