The transcriptional network of WRKY53 in cereals links oxidative responses to biotic and abiotic stress inputs
- 2.2k Downloads
- 11 Citations
Abstract
The transcription factor WRKY53 is expressed during biotic and abiotic stress responses in cereals, but little is currently known about its regulation, structure and downstream targets. We sequenced the wheat ortholog TaWRKY53 and its promoter region, which revealed extensive similarity in gene architecture and cis-acting regulatory elements to the rice ortholog OsWRKY53, including the presence of stress-responsive abscisic acid-responsive elements (ABRE) motifs and GCC-boxes. Four proteins interacted with the WRKY53 promoter in yeast one-hybrid assays, suggesting that this gene can receive inputs from diverse stress-related pathways such as calcium signalling and senescence, and environmental cues such as drought and ultraviolet radiation. The Ser/Thr receptor kinase ORK10/LRK10 and the apoplastic peroxidase POC1 are two downstream targets for regulation by the WRKY53 transcription factor, predicted based on the presence of W-box motifs in their promoters and coregulation with WRKY53, and verified by electrophoretic mobility shift assay (EMSA). Both ORK10/LRK10 and POC1 are upregulated during cereal responses to pathogens and aphids and important components of the oxidative burst during the hypersensitive response. Taken with our yeast two-hybrid assay which identified a strong protein–protein interaction between microsomal glutathione S-transferase 3 and WRKY53, this implies that the WRKY53 transcriptional network regulates oxidative responses to a wide array of stresses.
Keywords
Triticum aestivum Oryza sativa Plant disease resistance WRKY transcription factors Gene regulation Protein–DNA interactionsIntroduction
WRKY53 is a WRKY transcription factor integral to several biotic and abiotic stress resistance responses in cereals such as wheat (Triticum aestivum L.) and rice (Oryza sativa L.). The rice ortholog, OsWRKY53, is expressed in roots and leaves and is inducible by drought stress and chitinous elicitors (Akimoto-Tomiyama et al. 2003; Ramamoorthy et al. 2008). The wheat ortholog, TaWRKY53, is induced during leaf senescence (Wu et al. 2008) and infestation by the Russian wheat aphid, Diuraphis noxia Kurdjumov (Botha et al. 2010; Smith et al 2010). Overexpression of OsWRKY53 induces pathogenesis-related (PR) protein expression and greatly reduces symptoms of infection by the rice blast fungus, Magnaporthe oryzae (Hebert) Barr (Chujo et al. 2007; Marcel et al. 2010), whereas silencing of TaWRKY53 results in suppression of the oxidative burst and increased aphid susceptibility (Van Eck et al. 2010).
The recent systematic census and phylogenetic analysis of 92 WRKY transcription factors in wheat by Zhu et al. (2013) has greatly expanded our knowledge of this transcription factor family and its role in stress regulation in this species. However, apart from some EST information (Wu et al. 2008), almost nothing is known about the structure and function of TaWRKY53. Upstream and downstream components of the WRKY53 transcriptional network have also not been identified in either wheat or rice. Considering the prominent role of WRKY53 in biotic (Chujo et al. 2007; Van Eck et al. 2010) and abiotic stress (Ramamoorthy et al. 2008; Wu et al. 2008) and thus its potential as a target for plant improvement, we characterized the structure of TaWRKY53 and its promoter region and then identified upstream and downstream genetic components of the WRKY53 transcriptional network of the cereals wheat and rice.
Experimental procedures
TaWRKY53 promoter isolation and characterization
Primers for the characterization of WRKY53 in wheat
| Purpose | Primer ID | Primer sequence |
|---|---|---|
| Genome walking | TaWRKY53_GSP1 TaWRKY53_GSP2 | CGCCAGACCCTGATAGAAGCTCAGTCAAGG AAGGAGGACATGGCGATCGACGCGACGGAA |
| Full-length clones | TaWRKY53_CDS_fwd TaWRKY53_CDS_rvs | CCCTGCTCCTCCCGTCGCTC CGTGGACCCACATGTAAACGCCA |
| Protein expression | TaWRKY53exp_fwd TaWRKY53exp_rvs | ATGTCCTCCTCCACGGGGAGCTTGGACC GCCGCGGCCTAGCCTGCCTAGCTAGCAG |
TaWRKY53 CDS and gene model
The CDS of TaWRKY53 was amplified out of cDNA and genomic DNA from GR wheat with primers TaWRKY53_CDS_fwd and TaWRKY53_CDS_rvs (Table 1). The following cycling parameters were used: initial denaturation at 94 °C for 1 min; 37 amplification cycles consisting of denaturation at 94 °C for 20 s, annealing at 60 °C for 20 s, extension at 65 °C for 1:40; final extension at 65 °C for 7 min. PCR products were cloned into the pGEM-T Easy vector and sequenced. Sequences were assembled and aligned with GenBank accessions EF368357 and EF368364 to confirm their identity.
TaWRKY53 promoter DNA–protein interaction assays
Proteins interacting with the TaWRKY53 promoter were identified in yeast one-hybrid assays using Gateway-based DNA bait and protein expression prey vectors (Deplancke et al. 2004). The 1.2-kb promoter region of TaWRKY53 was amplified in three segments, using PCR primers attB4-Pw53–400_fwd and attB1R-Pw53–400_rvs, attB4-Pw53–800_fwd and attB1R-Pw53–800_rvs, and attB4-Pw53–1200_fwd and attB1R-Pw53–1200_rvs (Table 4) to generate −400:P W53 , −800:P W53 and −1200:P W53 with added Gateway attB transposition sites. The following cycling parameters were used: initial denaturation at 94 °C for 2 min; 40 amplification cycles consisting of denaturation at 94 °C for 30 s, annealing at 63 °C for 30 s and extension at 65 °C for 50 s; final extension at 65 °C for 10 min. The attB PCR products were gel purified, recombined with the pDONR P4-P1R vector (Invitrogen, Carlsbad, CA, USA) in a BP clonase reaction, transformed into chemically competent DH5α Escherichia coli, and selected for on LB media containing 20 μg mL−1 kanamycin. Recombinant entry clones were isolated and recombined with the pDEST-HIS3 destination vector in separate LR clonase reactions to form three expression clones, which were selected for on LB media containing 100 μg mL−1 ampicillin. All expression clones were sequenced to verify insert identity. YM4271 yeast cells were transformed with the corresponding pDEST-HIS3 expression clones to generate three distinct DNA bait strains placing the HIS3 reporter gene under the control of the −400:P W53 , −800:P W53 or −1200:P W53 promoter segments. pDEST-HIS3 expression clones were linearized with XhoI restriction endonuclease prior to transformation to assist chromosomal integration of the bait constructs at the YM4271 his3-200 locus. Recombinant clones were selected on SD/–His/–Ura double dropout (DDO) media. To test autoactivation of the HIS3 reporter gene and cytotoxicity of the clones, 20 yeast colonies from each double bait strain were replica plated onto SD/–His/–Ura media supplemented with 0, 25, 50, 75 or 100 mM 3-amino–1,2,4-triazole (3-AT) and colony growth was monitored. Colonies that exhibited minimal growth at the lowest possible 3-AT concentration were selected as suitable DNA bait strains for yeast one-hybrid assays. All colonies derived from −800:P W53 and −1200:P W53 exhibited high levels of autoactivation in the yeast one-hybrid system; therefore, these promoter elements were not further analyzed. The protein expression prey library consisted of pACTGW-attR prey vectors with in-frame N-terminal fusions of activation domain (AD) to a previously constructed rice biotic stress cDNA library. This library was created from O. sativa ssp. japonica cv. ‘Nipponbare’ inoculated with either of the two bacterial pathogens Xanthomonas oryzae pv. oryzae and X. oryzae pv. oryzicola and incubated for varying lengths of time before mRNA isolation (Niño-Liu et al. 2005). Since aphid feeding induces plant responses that overlap with those induced by fungal pathogen attack (Botha et al. 2005; Kaloshian and Walling 2005; Moran and Thompson 2001; Rodriguez and Bos 2013), and since WRKY53 is involved in both aphid and pathogen resistance responses (Chujo et al. 2007; Van Eck et al. 2010), this biotic stress-induced library could be exploited in our yeast-hybrid analysis to find interactors involved in diverse biotic stress responses. The −400:P W53 DNA bait strain was transformed with the prey vector library and selected for on SD/–His/–Leu/–Ura triple dropout (TDO) media supplemented with 60 mM 3-AT. AD vector plasmids were rescued from yeast clones showing positive interactions, subcloned into DH5α E. coli in order to obtain a higher yield and tested for the presence of cDNA inserts by PCR with AD_fwd and AD_rvs primers (Table 4) before being sequenced.
TaWRKY53 protein–protein interaction assays
Proteins interacting with TaWRKY53 were identified in yeast two-hybrid assays using Gateway-based bait and prey vectors expressing the Saccharomyces cerevisiae GAL4 binding domain (BD) and activation domain (AD), respectively (Nakayama et al. 2002). The same biotic stress-induced pACTGW-attR prey vector library was utilized as described for yeast one-hybrid assays. The pASGW-attR bait vector consisted of an in-frame N-terminal fusion of BD to a truncated version of the TaWRKY53 coding sequence lacking the first 180 amino acids to prevent autoactivation (Lai et al. 2011). A clone of TaWRKY53 was amplified from GR cDNA with primers attB1-tW53_fwd and attB2-W53_rvs (Table 4) and attB sites attached to either end via PCR. The following cycling parameters were used: initial denaturation at 94 °C for 30 s; 35 amplification cycles consisting of denaturation at 94 °C for 20 s, annealing at 60 °C for 20 s, extension at 64 °C for 1:40; final extension at 64 °C for 10 min. The resulting 884 bp attB PCR fragment was cloned into the pDONR 221 donor vector (Invitrogen) via a BP clonase transposition reaction, forming an entry clone, which was transformed into competent DH5α cells and selected for on LB media containing 20 μg mL−1 kanamycin. This entry clone was subsequently isolated and recombined with the pASGW-attR destination vector in an LR clonase reaction to form the final pASGW::tW53 expression clone, which was transformed into competent DH5α cells and selected for on LB media containing 100 μg mL−1 ampicillin. The expression clone was sequenced to verify the integrity of the reading frame and tested for autoactivation and cytotoxicity by transforming into Y2HGold yeast cells using the Frozen-EZ Yeast Transformation II kit (Zymo Research, Orange, CA, USA), and plating onto SD/–Trp single dropout media supplemented with either 20 ng mL−1 X-α-gal (Gold Biotechnology, St. Louis, MO, USA) or X-α-gal and 125 ng mL−1 Aureobasidin A (Clontech). After co-transformation of 1 μg each of bait and prey vector into Y2HGold yeast cells, the cells were grown on SD/–Leu/–Trp double dropout media supplemented with X-α-gal (DDOX). Blue colonies were selected and replica plated onto SD/–Ade/–His/–Leu/–Trp quadruple dropout media supplemented with X-α-gal and Aureobasidin A (AurA) (QDOXA). This selects for the presence of BD vector (–Trp), AD vector (–Leu) and the activation of the four reporter genes HIS3 (–His), ADE2 (–Ade), MEL1 (X-α-gal) and AUR1-C (AurA). AD vector plasmids were rescued from yeast clones showing positive interactions by scraping colonies from plates into 67 mM of KH2PO4 and digesting with 30 U of zymolase (Seikagaku, Tokyo, Japan) for 1 h at 37 °C. Digestion was followed by column purification with a QIAprep Spin Miniprep kit (Qiagen, Hilden, Germany). Isolated plasmids were subcloned into DH5α E. coli in order to obtain a higher yield and tested for the presence of cDNA inserts by PCR with AD_fwd and AD_rvs primers (Table 4) before being sequenced.
Identification of potential WRKY53 targets
Potential target promoters for the TaWRKY53 transcription factor were identified by mining the rice genome for genes with putative functional linkages to LOC_Os05g27730 (OsWRKY53) via the RiceNet probabilistic functional gene network (Lee et al. 2011). The Gene Coexpression Analysis tool from the MSU Rice Genome Annotation Project Database (Childs et al. 2011) was used to identify genes with expression profiles correlated to that of OsWRKY53 during an infection time course with the hemibiotrophic fungal pathogen M. oryzae (Marcel et al. 2010). Gene Ontology (GO) SLIM assignments for all predicted rice genes were obtained from the MSU Rice Genome Annotation Project (http://rice.plantbiology.msu.edu/downloads.shtml). GO term enrichment tests were performed using a modified Fisher’s exact test, and modified EASE scores were calculated to indicate significant enrichment of GO terms in the coregulated genes (n = 96) compared to the genome background (n = 67,393) (Hosack et al. 2003; Huang et al. 2008). The 1 kb upstream promoter regions of all predicted gene models in the MSU Rice Genome Annotation Project v6.1 were screened for the presence of the W-box (C/T)TGAC(C/T) consensus motif using a custom Perl script, and numbers of W-box motifs per gene model were calculated. Frequency distributions of numbers of W-box motifs per gene model were calculated and compared between the coregulated gene subset and the genome-wide background with a Mann-Whitney-Wilcoxon test (p value = 3.288e-13).
TaWRKY53 protein expression
The wheat WRKY53 protein was expressed with the Champion pET SUMO protein expression system (Invitrogen) for use in electrophoretic mobility shift assays (Panavas et al. 2009). The TaWRKY53 CDS was amplified with primers TaWRKY53exp_fwd1 and TaWRKY53_exp_rvs1 (Table 1) from a cloned full-length cDNA template previously isolated from GR wheat. The purified amplification product was ligated to the pET Sumo vector and transformed into Mach1-T1R chemically competent E. coli. Once the recombinant plasmid pET::W53 was isolated and sequenced to verify the N-terminal in-frame fusion of the TaWRKY53 CDS with the SUMO tag, the plasmid was transformed into competent BL21(DE3) E. coli for expression. Fresh LB medium containing 50 μg mL−1 kanamycin and 1 % glucose was inoculated at a ratio of 1:50 with overnight culture and grown at 37 °C until mid-log phase (OD600 = 0.5). Protein expression was induced with 1 mM IPTG and the culture incubated for a further 4.5 h before bacterial cell lysates were prepared. SUMO::TaWRKY53 fusion protein was purified using the N-terminal polyhistidine (6× His) tag and ProBond Ni2+-chelating resin (Invitrogen), following the manufacturer’s hybrid purification protocol to ensure maximum solubility and biological activity. TaWRKY53 encompasses 439 amino acids and is calculated to be a 47.39-kDa protein. Therefore, the SUMO::TaWRKY53 fusion protein is expected to be ~60 kDa in size. Protein yield was determined via a Pierce 660 nm protein assay (Thermo Scientific, Rockford, IL, USA) and was visualized using 10 % polyacrylamide gel electrophoresis. Protein concentration was adjusted to 500 μg mL−1 in 30 % glycerol.
Electrophoretic mobility shift assay
Three rice genes from different functional categories, each with four or more W-boxes, were selected for in vitro binding assays with the expressed TaWRKY53 protein. Based on the 1 kb upstream sequence information of these genes, biotinylated double-stranded DNA probes 80 bp in length were synthesized (Integrated DNA Technologies, Coralville, IA, USA) (Table 3). Binding assays were performed using the LightShift Chemiluminescent electrophoretic mobility shift assays (EMSA) kit (Thermo Scientific, Barrington, IL, USA). A total of 500 μg of purified TaWRKY53 protein was incubated with each probe in binding buffer (10 mM Tris, 50 mM KCl, 1 mM dithiotreitol, pH 7.5) and incubated for 20 min at room temperature. Protein was either incubated with 0.08 ng of labelled probe alone, or with labelled probe and 200 ng of unlabelled probe. Binding reactions were separated on 6 % acrylamide/0.5× TBE non-denaturing gels, transferred to nylon membranes and blocked, washed and detected according to the manufacturer’s instructions. Membranes were placed in a film cassette and exposed to X-ray film for 5 min. An alternative EMSA was also performed (Fig. S3) by using primers (Table S3) to amplify larger, 1-kb rice promoter fragments from the genomic DNA of O. sativa ssp. japonica cv. ‘Nipponbare’. Approximately 1 μg of each promoter fragment was combined with 500 μg of protein and incubated in binding buffer (10 mM Tris, 100 mM KCl, 1 mM EDTA, 0.1 mM DTT, 5 % v/v glycerol, 0.01 mg mL−1 BSA, pH 7.5) at room temperature for 20 min (Hellman and Fried 2007). The reactions were separated on 1 % agarose gel in TAE buffer (Berman et al. 1987) and stained using SYBR Green I nucleic acid gel stain (Invitrogen) according to the manufacturer’s instructions.
Results
WRKY53 sequence features are remarkably well-conserved
a Gene models for the WRKY53 orthologs in rice and wheat: both orthologs span five exons, represented by grey arrows; the two conserved WRKY domains are indicated by black bars; the zinc finger motif is indicated by a dark grey bar. The relative promoter positions of the W-box WRKY transcription factor binding motifs are indicated by open arrows. b Features of the promoter regions of the rice and wheat orthologs of WRKY53. Putative cis-acting regulatory elements are indicated by open arrows: A ABRE abscisic acid-responsive element; G GCC-box ethylene-responsive element; W W-box WRKY transcription factor binding motif. The regions amplified from TaWRKY53 for use in yeast one-hybrid assays are indicated by horizontal black bars
The 1.2-kb upstream promoter sequences of TaWRKY53 and OsWRKY53 were inspected for the presence of cis-acting regulatory motifs. Although the motifs found are similar between wheat and rice, their number, orientation and distance from the start of translation varies (Fig. 1b). Two abscisic acid-responsive elements (ABRE) present in the TaWRKY53 promoter conform to the (A/C)ACG(C/T)GC motif consensus, at −655 and −875 bp, and a GCC-box ethylene-responsive element conforms to the AGCCGCC motif, at −567 bp upstream. By contrast, the rice promoter has only one ABRE motif, at −189 bp, but two GCC-boxes at −135 and −332 upstream. The TaWRKY53 promoter contains three W-box elements that conform to the (C/T)TGAC(C/T) consensus motif, at −869, −1,064 and −1,178 bp upstream of the ATG translation initiation codon (Fig. 1b). The OsWRKY53 promoter has a similar number of W-boxes, at −298, −316 and −322 bp (Chujo et al. 2009).
Proteins interacting with the WRKY53 promoter and the WRKY53 protein
a Yeast one-hybrid interactions. Colonies 9–111 have the HIS3 reporter gene under the control of the −400:P W53 promoter segment. Colony 112 harbours an empty prey protein vector and acts as a negative control. The identities of the interactors are summarized in Table 2. A autoactivation control, TDO triple dropout SD/–His/–Leu/–Ura media, 3-AT 3-amino–1,2,4-triazole. b Yeast two-hybrid interactions. All colonies express the truncated WRKY53 protein from the pASGW::tW53 vector. Blue colour indicates the activation of the MEL1 gene. A autoactivation control, N negative control, P positive control; 318, positive interactor, a microsomal glutathione S-transferase. SDOX single dropout SD/–Trp/X-α-gal media; DDOX double dropout SD/–Leu/–Trp/X-α-gal media; QDOXA quadruple dropout SD/–Leu/–Trp/–Ade/–His/X-α-gal/AurA media
Yeast-hybrid interactors
| Interaction | Bait | Clone ID | Homologya | E-value |
|---|---|---|---|---|
| One-hybrid | −400:P W53 | 9 | LOC_Os01g72100 OsCML10 calmodulin-related calcium sensor protein | 3.9e−59 |
| 31 | LOC_Os08g42850 FKBP-type peptidyl-prolyl cis-trans isomerase | 3.9e−104 | ||
| 107 | LOC_Os07g47640 ultraviolet B-repressible protein | 1.3e−132 | ||
| 111 | LOC_Os04g45834 DUF584 domain-containing protein | 1.1e−10 | ||
| Two-hybrid | tW53 | 318 | LOC_Os03g50130 microsomal glutathione S-transferase 3 | 3.9e−59 |
Potential target genes from WRKY53 coexpression networks
Following the rationale that genes that function together have similar expression profiles, the RiceNet Probabilistic Functional Gene Network (Lee et al. 2011) and MSU Gene Coexpression Analysis (Childs et al. 2011) tools were used to identify candidate genes potentially regulated by WRKY53. RiceNet returned 36 loci linked to LOC_Os05g27730 which encodes OsWRKY53 (Fig. S2a), with coherence scores ranging from 1.11 (LOC_Os03g01740) to 3.74 (LOC_Os04g34140). The MSU Gene Coexpression Analysis tool indicated that a total of 62 loci out of 1,161 in the M. oryzae-induced dataset were correlated with OsWRKY53 expression at a very stringent cut-off of between 0.99 and 1 (Fig. S2b). Interestingly, only four loci (LOC_Os09g37080, LOC_Os03g53020, LOC_Os03g01740 and LOC_Os01g38980) were present in both analyses. Two defence-related genes upregulated in OsWRKY53-overexpressing transgenic rice cells (Chujo et al. 2007) were also included to generate a combined set of 96 potential targets for WRKY53 (Table S1).
Frequency distributions of numbers of W-box motifs for all predicted gene models in the MSU rice genome annotation v6.1 (n = 67,393) compared to a subset of genes coregulated with OsWRKY53 (n = 96)
Electrophoretic mobility shift assay probes
| Locus ID | Annotation | EMSA fragmenta |
|---|---|---|
| LOC_Os11g47600 | chitinase 2 | AGCCTCACGTTTCGTCCTGATTGCAAGTTGTTGACTTAAATTTGACTTGTCTCGGAACAAAACAATAACCTGCAGTCCGT |
| LOC_Os01g02300 | ORK10 kinase | ATCTGGTCAACAATGTATTACACACTGCTTTGACTACTTCCCCCAAAAAAGTACACACTGCTTTGACTCAGGTCAAACTT |
| LOC_Os07g48050 | POC1 peroxidase | ACGTAAATTTTTTGAATAAGACAAATGGTCAAACATGTAAGAAAAGAAAGTCAACGGCGTCATCTATTTAAAAAACGGAT |
Primers used for the construction of yeast-hybrid vectors
| Primer ID | Primer sequence |
|---|---|
| attB1-tW53_fwd | GGGGACAAGTTTGTACAAAAAAGCAGGCTTATACAATTGGAGGAAGTACGGGCAG |
| attB2-W53_rvs | GGGGACCACTTTGTACAAGAAAGCTGGGTCCTACTAGCAGAGGAGCGACTCGACGAA |
| attB4-Pw53–400_fwd | GGGGACAACTTTGTATAGAAAAGTTGTCTCGATTGATTGCCCGCACCAAA |
| attB1R-Pw53-400_rvs | GGGGACTGCTTTTTTGTACAAACTTGACCGACGGTACATGCCATAGGTCC |
| attB4-Pw53-800_fwd | GGGGACAACTTTGTATAGAAAAGTTGCGTGTTGGTGCAGCCATCTCGTAT |
| attB1R-ppw53-800_rvs | GGGGACTGCTTTTTTGTACAAACTTGTGCGGGGTTTGTTTTACTCTGGAA |
| attB4-Pw53-1200_fwd | GGGGACAACTTTGTATAGAAAAGTTGATCAGGGTCTGGCGTAGTCAGGTG |
| attB1R-Pw53-1200_rvs | GGGGACTGCTTTTTTGTACAAACTTGGCATGGTACATCCCCGACCTGAGA |
| AD_fwd | CTATTCGATGATGAAGATACC |
| AD_rvs | GTGAACTTGCGGGGTTTTTCA |
Electrophoretic mobility shift assays. D biotinylated DNA fragment, W expressed TaWRKY53 protein, C unlabeled competitor DNA
Discussion
The presence of abscisic acid-responsive elements (ABRE) and GCC-box ethylene-responsive elements in the promoter regions of TaWRKY53 and OsWRKY53 (Fig. 1b) supports the function of the WRKY53 transcription factor in stress regulation, since abscisic acid-responsive genes are upregulated during drought (Christmann et al. 2006) and aphid infestation (Park et al. 2006), and GCC-box elements are a hallmark of the promoters of aphid- and pathogen-responsive genes (Rushton and Somssich 1998; Smith and Boyko 2007; Dong et al. 2010). We speculate that similar sets of regulatory factors will be recruited to the promoters of TaWRKY53 and OsWRKY53, although the precise number and position of cis-acting elements might impact binding efficiency and contribute to any presumed interspecific differences between these orthologs. The presence of W-boxes in the TaWRKY53 and OsWRKY53 promoters implies either regulation by other WRKY transcription factors (Rushton et al. 2010; Eulgem and Somssich 2007), or autoregulation as has been described for the orthologs AtWRKY33 in Arabidopsis (Mao et al. 2011) and PcWRKY1 in parsley (Petroselinum crispum L.) (Turck et al. 2004). These W-boxes are required for elicitor responsiveness of OsWRKY53 (Chujo et al. 2009) and pathogen-responsive induction of AtWRKY33 (Lippok et al. 2007). Although the W-boxes are located much further upstream in TaWRKY53, their overall number and orientation resembles that found in orthologs from other plant species (Turck et al. 2004; Lippok et al. 2007). This extensive interspecies preservation of gene architecture and specific regulatory elements is in agreement with phylogenetic evidence (Wu et al. 2008; Zhu et al. 2013) and suggests strong conservation of function and a pivotal role in plant stress responses. It is therefore likely that the rice and wheat orthologs of WRKY53 target equivalent sets of stress response genes.
A gene network for WRKY53 in cereals. The WRKY53 transcription factor is able to receive many types of stress inputs, from both abiotic and biotic pathways, and transduce those to an appropriate oxidative burst. Our study suggests that CML10, FKBP16-3, a DUF584 protein and a UVB-repressible protein are upstream regulatory components, whereas GST, ORK10/LRK10 and the peroxidase POC1 are downstream targets of WRKY53 regulation. aIchimura et al. (1998), bTeige et al. (2004), cQiu et al. (2008), dWan et al. (2004), eMao et al. (2011), fAsai et al. (2002)
There is also mounting evidence that glutathione S-transferases (GSTs) form an integral part of WRKY transcriptional networks (Hahn and Strittmatter 1994; Olbrich et al. 2005; Shimono et al. 2007; Encinas-Villarejo et al. 2009). This supports our yeast two-hybrid data which indicates that a microsomal glutathione S-transferase 3 is able to interact with the WRKY53 protein (Table 2). GSTs play a role in ameliorating oxidative damage (Jakobsson et al. 1999; Gill and Tuteja 2010) and are responsible for scavenging free radicals in the wake of the SA-mediated oxidative burst in response to abiotic stress (Cummins et al. 2011) and pathogen and aphid attack (Lieberherr et al. 2003; Couldridge et al. 2007; Botha et al. 2005; Moloi and van der Westhuizen 2008). Considering that D. noxia feeding induces chlorosis and oxidative damage to cereal leaves (Ni et al. 2001; Ni and Quisenberry 2003) and that TaWRKY53 is essential for aphid resistance in wheat (Van Eck et al. 2010), our yeast two-hybrid data provide evidence that membrane-bound glutathione S-transferases might alter the reactive oxygen species (ROS) response in a TaWRKY53-mediated way. This could be achieved either through the induction of detoxifying gene products to protect the photosynthetic machinery from free-radical damage, or by quenching runaway ROS production during the hypersensitive response.
The Arabidopsis ortholog AtWRKY33 is phosphorylated by the stress-responsive mitogen-activated protein kinases (MAPKs) MPK3 and MPK6 (Wan et al. 2004; Mao et al. 2011). Although orthologs of these MAPKs were not detected in our yeast two-hybrid assay, their inclusion in the working model (Fig. 5) of the WRKY53 transcriptional network is warranted; because of the evolutionary conservation of MAPK modules even between distantly related species (Asai et al. 2002; Hamel et al. 2006), WRKY53 remains a plausible target of such kinase signalling cascades in cereals, with its activity perhaps modulated by stress-responsive interactors such as the GST we identified.
We infer from our data that WRKY53 is able to transduce this wide range of stress-responsive signals to several downstream targets. Particularly prominent in our study is the involvement of the oxidative burst and genes forming part of the pathogen defence repertoire, including GST, ORK10 and POC1 (Fig. 4). ORK10/LRK10 is a receptor kinase important in the fungal resistance response of cereals (Feuillet et al. 1997; Cheng et al. 2002; Marcel et al. 2010), and POC1 is an apoplastic peroxidase induced as part of the oxidative burst in response to aphids or pathogens (Young et al. 1995; Van der Westhuizen et al. 1998; Hilaire et al. 2001; Anguelova-Merhar et al. 2002). This is consistent with a regulatory role for OsWRKY53 during rice blast infection (Chujo et al. 2007) and TaWRKY53 during the resistance response to aphid attack (Van Eck et al. 2010) and implies that WRKY53 is a regulator of ROS release during the hypersensitive response (Fig. 5).
In summary, we have demonstrated that the gene structure and cis-acting regulatory elements of WRKY53 are highly conserved between wheat and rice, and report several novel genes that act as either upstream regulators affording WRKY53 responsiveness to various biotic and abiotic stress inputs, or downstream targets involved in oxidative responses to stress.
Notes
Acknowledgments
We kindly thank Mariko Alexander for the assistance with the yeast-hybrid systems, Dr Marian Walhout (University of Massachusetts Medical School) for providing the yeast one-hybrid vectors and Dr Myron Bruce (USDA-ARS) for the helpful discussion. This study was supported by the US Department of Agriculture under the Cooperative Agreements USDA Contract No. 2009-34205-19960 and 2010-34205-21350 and Hatch Funds Project No. 644 to NL.
Supplementary material
References
- Ahn JC, Kim D-W, You YN, Seok MS, Park JM, Hwang H, Kim B-G, Luan S, Park H-S, Cho HS (2010) Classification of rice (Oryza sativa L. japonica Nipponbare) immunophilins (FKBPs, CYPs) and expression patterns under water stress. BMC Plant Biol 10:253PubMedCentralPubMedCrossRefGoogle Scholar
- Akimoto-Tomiyama C, Sakata K, Yazaki J, Nakamura K, Fujii F, Shimbo K, Yamamoto K, Sasaki T, Kishimoto N, Kikuchi S, Shibuya N, Minami E (2003) Rice gene expression in response to N-acetylchitooligosaccharide elicitor: comprehensive analysis by DNA microarray with randomly selected ESTs. Plant Mol Biol 52:537–551PubMedCrossRefGoogle Scholar
- Anguelova-Merhar VS, Van der Westhuizen AJ, Pretorius ZA (2002) Intercellular chitinase and peroxidase activities associated with resistance conferred by gene Lr35 to leaf rust of wheat. J Plant Physiol 159:1259–1261CrossRefGoogle Scholar
- Asai T, Gena G, Plotnikova J, Willmann MR, Chiu WL, Gomez-Gomez L, Boller T, Ausubel FM, Sheen J (2002) MAP kinase signalling cascade in Arabidopsis innate immunity. Nature 415:977–983PubMedCrossRefGoogle Scholar
- Berman J, Eisenberg S, Tye B-K (1987) An agarose gel electrophoresis assay for the detection of DNA-binding activities in yeast cell extracts. Methods Enzymol 155:528–537PubMedCrossRefGoogle Scholar
- Botha A-M, Li Y, Lapitan NLV (2005) Cereal host interactions with Russian wheat aphid: a review. J Plant Interact 1:211–222CrossRefGoogle Scholar
- Botha A-M, Swanevelder ZH, Lapitan NLV (2010) Transcript profiling of wheat genes expressed during feeding by two different biotypes of Diuraphis noxia. Environ Entomol 39:1206–1231PubMedCrossRefGoogle Scholar
- Cheng DW, He S, Armstrong KC (2002) Modified expression of two receptor kinase genes in hexaploid oat (Avena sativa L) on inoculation with crown rust. Physiol Mol Plant Pathol 61:281–288CrossRefGoogle Scholar
- Childs KL, Davidson RM, Buell CR (2011) Gene coexpression network analysis as a source of functional annotation for rice genes. PLoS One 6:e22196PubMedCentralPubMedCrossRefGoogle Scholar
- Chittoor JM, Leach JE, White FF (1997) Differential induction of a peroxidase gene family during infection of rice by Xanthomonas oryzae pv oryzae. Mol Plant Microbe Interact 10:861–871PubMedCrossRefGoogle Scholar
- Christmann A, Moes D, Himmelbach A, Yang Y, Tang Y, Grill E (2006) Integration of abscisic acid signalling into plant responses. Plant Biol 8:314–325PubMedCrossRefGoogle Scholar
- Chujo T, Takai R, Akimoto-Tomiyama C, Ando S, Minami E, Nagamura Y, Kaku H, Shibuya N, Yasuda M, Nakashita H, Umemura K, Okada A, Okada K, Nojiri H, Yamane H (2007) Involvement of the elicitor-induced gene OsWRKY53 in the expression of defense-related genes in rice. Biochim Biophys Acta 1769:497–505PubMedCrossRefGoogle Scholar
- Chujo T, Sugioka N, Masuda Y, Shibuya N, Takemura T, Okada K, Nojiri H, Yamane H (2009) Promoter analysis of the elicitor-induced WRKY gene OsWRKY53, which is involved in defense responses in rice. Biosci Biotechnol Biochem 73:1901–1904PubMedCrossRefGoogle Scholar
- Couldridge C, Newbury HJ, Ford-Lloyd B, Bale J, Pritchard J (2007) Exploring plant responses to aphid feeding using a full Arabidopsis microarray reveals a small number of genes with significantly altered expression. Bull Entomol Res 97:523–532PubMedCrossRefGoogle Scholar
- Cummins I, Dixon DP, Freitag-Pohl S, Skipsey M, Edwards R (2011) Multiple roles for plant glutathione transferases in xenobiotic detoxification. Drug Metab Rev 43:266–280PubMedCrossRefGoogle Scholar
- Deplancke B, Dupuy D, Vidal M, Walhout AJM (2004) A Gateway-compatible yeast one-hybrid system. Genome Res 14:2093–2101PubMedCentralPubMedCrossRefGoogle Scholar
- Dong N, Liu X, Lu Y, Du L, Xu H, Liu H, Xin Z, Zhang Z (2010) Overexpression of TaPIEP1, a pathogen-induced ERF gene of wheat, confers host-enhanced resistance to fungal pathogen Bipolaris sorokiniana. Funct Integr Gen 10:215–226CrossRefGoogle Scholar
- Drummond AJ, Ashton B, Buxton S, Cheung M, Cooper A, Duran C, Field M, Heled J, Kearse M, Markowitz S, Moir R, Stones-Havas S, Sturrock S, Thierer T, Wilson A (2011) Geneious 54 (http://www.geneious.com/) Biomatters Ltd, Auckland, New Zealand
- Encinas-Villarejo S, Maldonado AM, Amil-Ruiz F, De los Santos B, Romero F, Pliego-Alfaro F, Muñoz-Blanco J, Caballero JL (2009) Evidence for a positive regulatory role of strawberry (Fragaria x ananassa) FaWRKY1 and Arabidopsis AtWRKY75 proteins in resistance. J Exp Bot 60:3043–3065PubMedCrossRefGoogle Scholar
- Eulgem T, Somssich IE (2007) Networks of WRKY transcription factors in defense signaling. Curr Opin Plant Biol 10:366–371PubMedCrossRefGoogle Scholar
- Feuillet C, Schachermayr G, Keller B (1997) Molecular cloning of a new receptor-like kinase gene encoded at the Lr10 disease resistance locus of wheat. Plant J 11:45–52PubMedCrossRefGoogle Scholar
- Fischer-Kilbienski I, Miao Y, Roitsch T, Zschiesche W, Humbeck K, Krupinska K (2010) Nuclear targeted AtS40 modulates senescence associated gene expression in Arabidopsis thaliana during natural development and in darkness. Plant Mol Biol 73:379–390PubMedCrossRefGoogle Scholar
- Galon Y, Nave R, Boyce JM, Nachmias D, Knight MR, Fromm H (2008) Calmodulin-binding transcription activator (CAMTA) 3 mediates biotic defense responses in Arabidopsis. FEBS Lett 582:943–948PubMedCrossRefGoogle Scholar
- Gill SS, Tuteja N (2010) Reactive oxygen species and antioxidant machinery in abiotic stress tolerance in crop plants. Plant Physiol Biochem 48:909–930PubMedCrossRefGoogle Scholar
- Gollan PJ, Bhave M (2010) Genome-wide analysis of genes encoding FK506-binding proteins in rice. Plant Mol Biol 72:1–16PubMedCrossRefGoogle Scholar
- Hahn K, Strittmatter G (1994) Pathogen-defence gene prp1-1 from potato encodes an auxin-responsive glutathione S-transferase. Eur J Biochem 226:619–626PubMedCrossRefGoogle Scholar
- Hamel L-P, Nicole M-C, Sritubtimb S, Morency M-J, Ellis M, Ehlting J, Beaudoin N, Barbazuk B, Klessig D, Lee J, Martin G, Mundy J, Ohashi Y, Scheel D, Sheen J, Xing T, Zhang S, Seguin A, Ellis BE (2006) Ancient signals: comparative genomics of plant MAPK and MAPKK gene families. Trends Plant Sci 11:192–198PubMedCrossRefGoogle Scholar
- Hellman LM, Fried MG (2007) Electrophoretic mobility shift assay (EMSA) for detecting protein–nucleic acid interactions. Nat Protoc 2:1849–1861PubMedCentralPubMedCrossRefGoogle Scholar
- Higo K, Ugawa Y, Iwamoto M, Korenaga T (1999) Plant cis-acting regulatory DNA elements (PLACE) database: 1999. Nucleic Acids Res 27:297–300PubMedCentralPubMedCrossRefGoogle Scholar
- Hilaire E, Young SA, Willard LH, McGee JD, Sweat T, Chittoor JM, Guikema JA, Leach JE (2001) Vascular defense responses in rice: peroxidase accumulation in xylem parenchyma cells and xylem wall thickening. Mol Plant Microbe Interact 14:1411–1419PubMedCrossRefGoogle Scholar
- Hosack DA, Dennis G, Sherman BT, Lane HC, Lempicki RA (2003) Identifying biological themes within lists of genes with EASE. Genome Biol 4:R70PubMedCentralPubMedCrossRefGoogle Scholar
- Huang DW, Sherman BT, Lempicki RA (2008) Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 4:44–57CrossRefGoogle Scholar
- Ichimura K, Mizoguchi T, Irie K, Morris P, Giraudat J, Matsumoto K, Shinozaki K (1998) Isolation of ATMEKK1 (a MAP kinase kinase kinase)-interacting proteins and analysis of a MAP kinase cascade in Arabidopsis. Biochem Biophys Res Commun 253:532–543PubMedCrossRefGoogle Scholar
- Izaguirre MM, Scopel AL, Baldwin IT, Ballare CL (2003) Convergent responses to stress solar ultraviolet-B radiation and Manduca sexta herbivory elicit overlapping transcriptional responses in field-grown plants of Nicotiana longiflora. Plant Physiol 132:1755–1767PubMedCentralPubMedCrossRefGoogle Scholar
- Jakobsson P-J, Morgenstern R, Mancini J, Ford-Hutchinson A, Persson B (1999) Common structural features of MAPEG—a widespread superfamily of membrane associated proteins with highly divergent functions in eicosanoid and glutathione metabolism. Protein Sci 8:689–692PubMedCentralPubMedCrossRefGoogle Scholar
- Kaloshian I, Walling LL (2005) Hemipterans as plant pathogens. Annu Rev Phytopathol 43:491–521PubMedCrossRefGoogle Scholar
- Krupinska K, Haussühl K, Schäfer A, Van der Kooij TAW, Leckband G, Lörz H, Falk J (2002) A novel nucleus-targeted protein is expressed in barley leaves during senescence and pathogen infection. Plant Physiol 130:1172–1180PubMedCentralPubMedCrossRefGoogle Scholar
- Lai Z, Wang F, Zheng Z, Fan B, Chen Z (2011) A critical role of autophagy in plant resistance to necrotrophic fungal pathogens. Plant J 66:953–968PubMedCrossRefGoogle Scholar
- Lee I, Seo Y, Coltrane D, Hwang S, Oh T, Marcotte EM, Ronald PC (2011) Genetic dissection of the biotic stress response using a genome-scale gene network for rice. Proc Natl Acad Sci U S A 108:18548–18553PubMedCentralPubMedCrossRefGoogle Scholar
- Lescot M, Déhais P, Thijs G, Marchal K, Moreau Y, Van de Peer Y, Rouzé P, Rombauts S (2002) PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences. Nucleic Acids Res 30:325–327PubMedCentralPubMedCrossRefGoogle Scholar
- Lieberherr D, Wagner U, Dubuis P-H, Métraux J-P, Mauch F (2003) The rapid induction of glutathione S-transferases AtGSTF2 and AtGSTF6 by avirulent Pseudomonas syringae is the result of combined salicylic acid and ethylene signaling. Plant Cell Physiol 44:750–757PubMedCrossRefGoogle Scholar
- Lippok B, Birkenbihl RP, Rivory G, Brümmer J, Schmelzer E, Logemann E, Somssich IE (2007) Expression of AtWRKY33 encoding a pathogen- or PAMP-responsive WRKY transcription factor is regulated by a composite DNA motif containing W box elements. Mol Plant Microbe Interact 20:420–429PubMedCrossRefGoogle Scholar
- Mao G, Meng X, Liu Y, Zheng Z, Chen Z, Zhang S (2011) Phosphorylation of a WRKY transcription factor by two pathogen-responsive MAPKs drives phytoalexin biosynthesis in Arabidopsis. Plant Cell 23:1639–1653PubMedCentralPubMedCrossRefGoogle Scholar
- Marcel S, Sawers R, Oakeley E, Angliker H, Paszkowski U (2010) Tissue-adapted invasion strategies of the rice blast fungus Magnaporthe oryzae. Plant Cell 22:3177–3187PubMedCentralPubMedCrossRefGoogle Scholar
- Moloi MJ, Van der Westhuizen AJ (2008) Antioxidative enzymes and the Russian wheat aphid (Diuraphis noxia) resistance response in wheat (Triticum aestivum). Plant Biol 10:403–407PubMedCrossRefGoogle Scholar
- Moran PJ, Thompson GA (2001) Molecular responses to aphid feeding in Arabidopsis in relation to plant defense pathways. Plant Physiol 125:1074–1085PubMedCentralPubMedCrossRefGoogle Scholar
- Nakayama M, Kikuno R, Ohara O (2002) Protein–protein interactions between large proteins: two-hybrid screening using a functionally classified library composed of long cDNAs. Genome Res 12:1773–1784PubMedCentralPubMedCrossRefGoogle Scholar
- Ni X, Quisenberry SS (2003) Possible roles of esterase, glutathione S-transferase, and superoxide dismutase activities in understanding aphid-cereal interactions. Entomol Exp Appl 108:187–195CrossRefGoogle Scholar
- Ni X, Quisenberry SS, Markwell J, Heng-Moss T, Higley L, Baxendale F, Sarath G, Klucas R (2001) In vitro enzymatic chlorophyll catabolism in wheat elicited by cereal aphid feeding. Entomol Exp Appl 101:159–166CrossRefGoogle Scholar
- Niño-Liu DO, Darnielle L, Bogdanove AJ (2005) A simple method of mass inoculation of rice effective for both pathovars of Xanthomonas oryzae, and the construction of comparable sets of host cDNA libraries spanning early stages of bacterial leaf blight and bacterial leaf streak. J Phytopathol 153:500–504CrossRefGoogle Scholar
- Olbrich M, Betz G, Gerstner E, Langebartels C, Sandermann H, Ernst D (2005) Transcriptome analysis of ozone-responsive genes in leaves of European beech (Fagus sylvatica L). Plant Biol 7:670–676PubMedCrossRefGoogle Scholar
- Panavas T, Sanders C, Butt TR (2009) SUMO fusion technology for enhanced protein production in prokaryotic and eukaryotic epxression systems. In: Ulrich HD (ed) SUMO protocols, vol 497. Springer Science, New York, pp 303–317CrossRefGoogle Scholar
- Park S-J, Huang Y, Ayoubi P (2006) Identification of expression profiles of sorghum genes in response to greenbug phloem-feeding using cDNA subtraction and microarray analysis. Planta 223:932–947PubMedCrossRefGoogle Scholar
- Popescu SC, Popescu GV, Bachan S, Zhang Z, Seay M, Gerstein M, Snyder M, Dinesh-Kumar SP (2007) Differential binding of calmodulin-related proteins to their targets revealed through high-density Arabidopsis protein microarrays. Proc Natl Acad Sci U S A 104:4730–4735PubMedCentralPubMedCrossRefGoogle Scholar
- Qiu J-L, Fiil BK, Petersen K et al (2008) Arabidopsis MAP kinase 4 regulates gene expression through transcription factor release in the nucleus. EMBO J 27:2214–2221PubMedCentralPubMedCrossRefGoogle Scholar
- Ramamoorthy R, Jiang S-Y, Kumar N, Venkatesh PN, Ramachandran S (2008) A comprehensive transcriptional profiling of the WRKY gene family in rice under various abiotic and phytohormone treatments. Plant Cell Physiol 49:865–879PubMedCrossRefGoogle Scholar
- Ramonell K, Berrocal-Lobo M, Koh S, Wan J, Edwards H, Stacey G, Somerville S (2005) Loss-of-function mutations in chitin responsive genes show increased susceptibility to the powdery mildew pathogen Erysiphe cichoracearum. Plant Physiol 138:1027–1036PubMedCentralPubMedCrossRefGoogle Scholar
- Reddy VS, Reddy ASN (2004) Proteomics of calcium-signaling components in plants. Phytochemistry 65:1745–1776PubMedCrossRefGoogle Scholar
- Rodriguez PA, Bos JIB (2013) Toward understanding the role of aphid effectors in plant infestation. Mol Plant Microbe Interact 26:25–30PubMedCrossRefGoogle Scholar
- Rushton PJ, Somssich IE (1998) Transcriptional control of plant genes responsive to pathogens. Curr Opin Plant Biol 1:311–315PubMedCrossRefGoogle Scholar
- Rushton PJ, Somssich IE, Ringler P, Shen QJ (2010) WRKY transcription factors. Trends Plant Sci 15:247–258PubMedCrossRefGoogle Scholar
- Shimono M, Sugano S, Nakayama A, Jiang C-J, Ono K, Toki S, Takatsuji H (2007) Rice WRKY45 plays a crucial role in benzothiadiazole-inducible blast resistance. Plant Cell 19:2064–2076PubMedCentralPubMedCrossRefGoogle Scholar
- Smith CM, Boyko EV (2007) The molecular bases of plant resistance and defense responses to aphid feeding: current status. Entomol Exp Appl 122:1–16CrossRefGoogle Scholar
- Smith CM, Liu X, Wang LJ, Liu X, Chen M-S, Starkey S, Bai J (2010) Aphid feeding activates expression of a transcriptome of oxylipin-based defense signals in wheat involved in resistance to herbivory. J Chem Ecol 36:260–276PubMedCrossRefGoogle Scholar
- Teige M, Scheikl E, Eulgem T, Doczi R, Ichimura K, Shinozaki K, Dangl JL, Hirt H (2004) The MKK2 pathway mediates cold and salt stress in Arabidopsis. Mol Cell 15:141–152PubMedCrossRefGoogle Scholar
- Turck F, Zhou A, Somssich IE (2004) Stimulus-dependent, promoter-specific binding of transcription factor WRKY1 to its native promoter and the defense-related gene PcPR1–1 in parsley. Plant Cell 16:2573–2585PubMedCentralPubMedCrossRefGoogle Scholar
- Van der Westhuizen A, Qian X-M, Botha A-M (1998) Differential induction of apoplastic peroxidase and chitinase activities in susceptible and resistant wheat cultivars by Russian wheat aphid infestation. Plant Cell Rep 18:132–137CrossRefGoogle Scholar
- Van Eck L, Schultz T, Leach JE, Scofield SR, Peairs FB, Botha A-M, Lapitan NLV (2010) Virus-induced gene silencing of WRKY53 and an inducible phenylalanine ammonia-lyase in wheat reduces aphid resistance. Plant Biotechnol J 8:1023–1032PubMedCrossRefGoogle Scholar
- Wan J, Zhang S, Stacey G (2004) Activation of a mitogen-activated protein kinase pathway in Arabidopsis by chitin. Mol Plant Pathol 5:125–135PubMedCrossRefGoogle Scholar
- Wang H, Hao J, Chen X, Hao Z, Wang X, Lou Y, Peng Y, Guo Z (2007) Overexpression of rice WRKY89 enhances ultraviolet B tolerance and disease resistance in rice plants. Plant Mol Biol 65:799–815PubMedCrossRefGoogle Scholar
- Wu H, Ni Z, Yao Y, Guo G, Sun Q (2008) Cloning and expression profiles of 15 genes encoding WRKY transcription factor in wheat (Triticum aestivum L). Prog Nat Sci 18:697–705CrossRefGoogle Scholar
- Young SA, Guo AA, Guikema JA, White FF, Leach JE (1995) Rice cationic peroxidase accumulates in xylem vessels during incompatible interactions with Xanthomonas oryzae pv oryzae. Plant Physiol 107:1333–1341PubMedCentralPubMedCrossRefGoogle Scholar
- Zhu X, Liu S, Meng C, Qin L, Kong L, Xia G (2013) WRKY transcription factors in wheat and their induction by biotic and abiotic stress. Plant Mol Biol Report 31:1053–1067CrossRefGoogle Scholar
Copyright information
Open Access This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.




