Bioinformatic cis-element analyses performed in Arabidopsis and rice disclose bZIP- and MYB-related binding sites as potential AuxRE-coupling elements in auxin-mediated transcription
- Kenneth W Berendzen†1,
- Christoph Weiste†2,
- Dierk Wanke1,
- Joachim Kilian1,
- Klaus Harter1Email author and
- Wolfgang Dröge-Laser2Email author
© Berendzen et al.; licensee BioMed Central Ltd. 2012
Received: 11 October 2011
Accepted: 11 July 2012
Published: 1 August 2012
In higher plants, a diverse array of developmental and growth-related processes is regulated by the plant hormone auxin. Recent publications have proposed that besides the well-characterized Auxin Response Factors (ARFs) that bind Auxin Response Elements (AuxREs), also members of the bZIP- and MYB-transcription factor (TF) families participate in transcriptional control of auxin-regulated genes via bZIP Response Elements (ZREs) or Myb Response Elements (MREs), respectively.
Applying a novel bioinformatic algorithm, we demonstrate on a genome-wide scale that singular motifs or composite modules of AuxREs, ZREs, MREs but also of MYC2 related elements are significantly enriched in promoters of auxin-inducible genes. Despite considerable, species-specific differences in the genome structure in terms of the GC content, this enrichment is generally conserved in dicot (Arabidopsis thaliana) and monocot (Oryza sativa) model plants. Moreover, an enrichment of defined composite modules has been observed in selected auxin-related gene families. Consistently, a bipartite module, which encompasses a bZIP-associated G-box Related Element (GRE) and an AuxRE motif, has been found to be highly enriched. Making use of transient reporter studies in protoplasts, these findings were experimentally confirmed, demonstrating that GREs functionally interact with AuxREs in regulating auxin-mediated transcription.
Using genome-wide bioinformatic analyses, evolutionary conserved motifs have been defined which potentially function as AuxRE-dependent coupling elements to establish auxin-specific expression patterns. Based on these findings, experimental approaches can be designed to broaden our understanding of combinatorial, auxin-controlled gene regulation.
KeywordsCis-elements cis-element modules Auxin-regulated transcription AuxRE bZIP MYB MYC
Auxin is a major plant hormone that regulates concerted plant growth as it is involved in diverse plant developmental processes  such as apical dominance , root formation  and growth-related tropisms . In general, the manifestation of auxin-mediated responses is ascribed to the encoded activity of auxin responsive genes .
The transcriptional response to auxin is primarily mediated through cis-regulatory Auxin Response Elements (AuxREs) . These elements are bound by Auxin Response Factors (ARFs)  that act with Aux/IAA proteins to regulate auxin dependent gene transcription, whereby Aux/IAA proteins repress ARF activity at low cellular auxin concentrations [8–10]. Auxin mediates the interaction of AUX/IAA repressor proteins with the SCFTIR1 auxin receptor complex that marks the repressor proteins for degradation by the 26 S proteasome. Thus, increasing auxin concentrations lead to a de-repression of ARF-TF target genes [11, 12]. AuxREs were first discovered and characterized by foot-printing analysis within the PsIAA4/5 promoter of Pisum sativum . Later, they were shown to function in a soybean GH3 promoter [14, 15]. Although it could be demonstrated that AuxREs are sufficient to provide auxin-responsiveness [7, 15, 16], they have been found to occur and function as composite elements in a genuine promoter context [9, 17]. Therefore, it has been postulated that AuxRE coupling elements might have a modulating effect in the transcriptional response to auxin .
Recently it has been pointed out, that a member of the Arabidopsis R2R3 MYB TF family, namely AtMYB77, interacts with AtARF7 and synergistically promotes the expression of an auxin-responsive reporter construct . In line with these findings, Arabidopsis myb77 mutant plants exhibit a down-regulation of several auxin-responsive genes which harbour multiple, putative Myb Related Elements (MREs) in their promoters . In comparison to wild type (wt) plants, myb77 and the auxin receptor mutant tir1-1, show a similar decrease in auxin-controlled lateral root density under potassium-deprived conditions . Hence, it has been concluded that AtMYB77 plays a role in altering auxin responses during transition from nutrient-sufficient to nutrient-deficient conditions by presumably modulating the plant’s sensitivity to auxin .
Besides MREs, bZIP Response Elements (ZREs) have also been reported to be potential quantitative elements in auxin-mediated transcription. The well-characterised auxin-responsive soybean GmGH3 promoter, for instance, contains three composite units, encompassing AuxREs and adjacent or partially overlapping G-box Related Elements (GREs). EMSA studies confirmed that a recombinant G-box specific basic leucine zipper (bZIP) TF can bind to these GREs [15, 19]. A similar promoter organisation was found for the auxin-responsive GmAux28 gene in which the GREs were bound by two soybean G-box binding factors, SGBF-1 and SGBF-2 [20, 21], which however have not been functionally characterized, yet. In tobacco, AuxRE and GRE composed modules were located in the promoter of the NtGH3 gene and at least two GREs were recognised by the tobacco bZIP factor NtBZI-1, that regulates NtGH3 transcription and auxin-related growth responses .
Despite these observations it is yet unknown whether modules of AuxRE, ZRE and MRE cis-elements frequently occur in auxin-responsive promoters and, thus, may contribute to a common regulatory mechanism in auxin-mediated transcription.
To address this question, we conducted with the novel Motif Mapper cis-element analysis tool a genome-wide bioinformatic analysis of auxin-responsive promoters in a dicot (Arabidopsis thaliana) and monocot (Oryza sativa) model plant. These analyses confirmed that specific singular and composite motif-modules, consisting of AuxREs, ZREs, MREs or a G-box related MYC2 element, are significantly enriched in the promoters of auxin-inducible genes and in some auxin-regulated gene families. In particular, an enrichment of a GRE-AuxRE bipartite module was found. Transient protoplast transfection assays experimentally underlined the relevance of GREs as quantitative modulators of auxin-induced, AuxRE-mediated transcription.
Promoters of GmGH3 homologs from several monocot and dicot plant species exhibit ZRE and MRE motifs in close proximity to AuxREs
Overview of TF-binding sites used in the promoter cis -element analyses
Putative trans-acting factors
bZIP related binding sites (ZREs)
G-box related element
bZIPs (group D)
bZIPs (some group S)
B3-type related binding sites
B3-type (e. g. ABI3)
Myb/Myc related binding sites
Myb-related element 1
Myb-related element 2
In order to elucidate whether this phenomenon is specific for these genes or might be a general feature of early, auxin-responsive GH3 promoters, we identified homologs of the soybean GmGH3 in several monocot (Oryza sativa, Sorghum bicolour, Zea mays) and dicot (Arabidopsis thaliana, Glycine max, Lotus japonicus, Medicago truncatula, Vitis vinifera) plant species. For the homology search, considerably low BLAST scores (≤ 1x10-160) were chosen to restrict the dataset to likely ortholog and paralog candidates. On the basis of the GH3 protein sequences, a neighbour-joining phylogram was created using a Physcomitrella patens GH3 (PpGH3-1) as the outgroup. The corresponding GH3 promoters (−1000 to −1 bp) were scanned using both Watson and Crick words for the consensus AuxRE motif (TGTCTC core sequence) , which we call AUX1, and its less stringent variant, named AUX2 (TGTCYS) [28, 29]. Furthermore, the promoters were scanned for three different ZREs (GRE-, TGA- and AC-motif) found to be bound by bZIPs [24, 25, 27], and two MREs; MRE1 (AMCWAMC) and MRE2 (GGWTW) [31–33] (Table 1).
Concerning the distribution of the ZREs, it was observed that the majority of the promoters closely related to GmGH3 contained one or more of these elements. Only a small number of them (~ 13%) did not contain any ZRE. With respect to ZRE motif abundance, a relationship between protein homology and promoter organisation was observed. More precisely, it was possible to demonstrate that closely related GH3 proteins can be separated in two more or less distinct clades according to the occurrence of ZREs in their corresponding promoter sequences. The only exceptions were a GH3 homolog from Lotus japonicus (LjCM0124) and three closely related GH3s (Zm02366873, Sb09g024710, Os05g42159) which form a minor sub-clade. They were found on protein homology level within the envisaged ZRE rich or poor clades. However, regarding motif abundance they should be located in the respective other one. Moreover, it was notable that promoters from the GH3 homologs of all tested plant species were either rich or poor of ZREs, indicating that these two groups of GH3s might be differently regulated. A closer inspection of ZRE abundance showed that GRE- and TGA-motifs were the most prominent ZREs, whereas the AC-motif occurred relatively rare in the GH3 promoters, albeit with a higher frequency in the ZRE rich clade. Finally, it should be pointed out that ZREs and MREs were often found close to AuxRE motifs within a flexible spacing of around 100 bps.
In summary the results from this promoter cis-element analysis demonstrate that defined GH3 subclasses exhibit a conserved distribution and abundance of specific AuxRE, ZRE and MRE motifs in their promoters that is congruent with their protein phylogeny. This indicates that GRE, TGA and MRE cis-elements might co-operate with AuxREs in the regulation of specific auxin-responsive GH3 genes. In order to examine whether this clustering of AuxRE, ZRE and MRE motifs is conserved in auxin-responsive promoters, we analysed their abundance and distribution on a genome-wide scale.
A real randomization algorithm was designed to detect significantly enriched or depleted cis-elements and combined motif-modules in selected promoter datasets
To identify enriched motifs and motif combinations in specific promoter datasets, appropriate control promoter datasets are required. Therefore, we designed a randomization algorithm for the Motif Mapper software  which enabled statistical evaluation of motif enrichment in a specific promoter dataset compared to a randomly composed dataset. The determination of significant enrichment or depletion of certain cis-elements or cis-element combinations in a given dataset is quite challenging. The difficulty arose in how to define the number of cis-elements and modules as accurate as possible. Many algorithms are available capable of searching for de novo or user defined modules . Some of them function reliably with metazoans, such as TOUCAN2 , while other algorithms require clusters of co-expressed genes. However, we intended to develop a simple, but effective method for testing the significant occurrence of various motifs and modules at the same time in unprocessed lists of genes without prior clustering. Therefore, we decided to test for motif and module enrichment in comparison to a real randomized, full genomic promoter dataset for each individual species without superimposed modelling. The features of this algorithm were integrated into the graphical interface version of Motif Mapper (see Methods) and are presented in the following section.
False-positive error rate
To evaluate the quality of the randomization process, the algorithm enables the user to return both the randomization indices (Figure 2A, B, C) and the values of the four parameters used for calculating the p-values. The randomization algorithm was able to deliver Gaussian distributions from the background (Figure 2A, B) and overall, most individual promoters were called only 1 to 3 times (Figure 2C) indicating that the sampling of the genomic background dataset was sufficient. The false-positive error rate was determined by screening 1000 times, randomly composed datasets of various sample sizes (50, 200 and 1000 promoters) for various motifs and calculating the probability that a given motif is termed enriched by mistake. Figure 2D shows the false-positive error rate for two p-value cut-offs (0.1 and 0.01) for the GRE and two MRE motifs in the Arabidopsis genomic promoter dataset. The individual sequence of a motif and its presence in the background population can strongly affect the false-positive error rate. For example, the MRE2 motif exhibited a high false-positive error rate for large dataset sizes when scoring parameter I (“promoters with a motif”). This is because we employ a Gaussian Z-statistic presumption which requires that the underlying background distribution for the analysed motifs is Gaussian, which is for the highly abundant MRE2 in the Arabidopsis and rice genome not the case. For that reason we included further parameters as e.g. parameter II (“motif density”) which exhibits for MRE2 (and likely also for the vast majority of abundant motifs) a Gaussian distribution pattern. Nevertheless, we recommend to adhere for uncorrected p-values to an α ≤ 0.01 or less for this parameter.
The number of promoters with a motif is in general a reliable significance parameter
It is in principle assumed that a set of genes which are co-operatively regulated by the same type of TF require that their associated promoters contain the corresponding TF-binding site at least once. Furthermore, we can assume that this cis-element should be in either all or a significant proportion of the TF regulated promoters. In accordance with this, we observed that parameter I (“number of promoters with a motif”) carried the most significant relation for cis-element enrichment or depletion in a specific dataset. In the exceptional case that a motif was highly abundant in the analysed genomic promoter dataset, e. g. MRE2 as described in the previous section, parameter II (“number of motifs per promoter”) was consulted to meet the Gaussian presumption and to obtain meaningful results regarding an enrichment or depletion of such a cis-element. For that reason, we drew our attention in the majority of cis-element distribution analyses to parameter I as the most relevant observation parameter but also presented parameter II as positive or negative motif density for abundant motifs.
Bioinformatic cis-element analysis of auxin-responsive promoters from Arabidopsis reveals that auxin-inducible, but not repressible promoters, are enriched for specific composite cis-element modules. To analyse the distribution of AuxRE, ZRE and MRE cis-elements in all auxin-responsive promoters on a genome-wide scale, we made use of publicly available AtGenExpress Arabidopsis microarray datasets to initially identify auxin-regulated genes. The microarray data applied was part of an auxin time-course experiment with 7-days-old Arabidopsis Col-0 wt seedlings . Samples from mock and 1 μM IAA (indole-3-acetic acid) treated plants were taken at 0.5, 1 and 3 h after treatment onset. After normalization, genes significantly 2-fold induced or repressed at the respective induction time points compared to the controls were identified to obtain a nearly exhaustive list of auxin-responsive genes. For nearly every regulated gene call, corresponding promoter sequences were assignable, giving the selected promoter dataset good coverage (Additional files 12). Subsequently the promoter sequences were grouped into 6 classes, taking into account whether their corresponding genes were up- or down-regulated after the different induction periods. The resulting groups were then scanned for the presence of specific AuxREs, ZREs and MREs (Table 1) and their significant enrichment or depletion was determined using the previously described real randomization algorithm. The cis-element list, which has already been used in the promoter cis-element analysis of the GH3 promoters, was expanded for the genome-wide analysis by the RY motif (CATGCATG sequence), which is bound by ARF-like B3-type TFs , and a MYC2 TF binding site (CACATG), which strongly resembles a consensus G-box (CACGTG) that is bound by bZIPs [24, 34].
Concerning module compositions, all possible motif combinations between members of the AuxRE-, ZRE- and MRE/MYC-motif classes were tested. In order to capture the majority of putatively functionally interlinked motifs, large- or narrow-spaced cis-element modules were assessed with a flexible spacing of maximal 100 bps between the individual motifs. The determination of this flexible window size was based on the observation that ZRE and MRE motifs frequently resided near AuxREs in auxin-responsive GH3 promoters (Figure 1), which is consistent with previously published ZRE-AuxRE  and MRE-AuxRE  module discoveries. Moreover this spacing should cover the vast majority of postulated plant cis-element modules . To take account of multiple testing errors that result from analysing several motifs and motif combinations, the actual p-values were corrected for all determined parameters by applying a Bonferroni correction factor. Only corrected p-values of an α ≤ 0.05 were retained.
Examining the abundance of the MREs it was noticeable that the single MRE2 cis-element was rather depleted in the auxin-regulated promoters. However, both analysed MRE motifs (MRE1 and MRE2) occurred at a significantly higher frequency in combination with the GRE motif (Figure 3B). Moreover, MRE2 associations with the RY B3-type TF binding site could be found.
Finally, the MYC2 motif (CACATG) was highly enriched as single motif or MYC2-AuxRE module in the promoters of auxin up-regulated genes (Figure 3B). As this site closely resembles a GRE (CACGTG), it remains to be disclosed which kind of TF binds in the context of auxin-induced transcription.
Occurrence list of enriched motifs and modules in early and late auxin-inducible promoters from A. thaliana
0.5 h UP (179)
1 h UP (250)
3 h UP (398)
The well-characterized AuxREs (AUX1 and AUX2) and the relatively rare RY motif (within 3% of the Arabidopsis promoters) were highly enriched in early or late auxin-inducible promoters, respectively. Besides these, the GRE and its related MYC2 motif were listed in the set of early and late auxin-inducible promoters among the top 3 most abundant cis-elements. The TGA motif, which has been shown to be frequently present in the promoters of the early auxin-responsive GmGH3 homologs, was slightly depleted as a single motif within the set of all Arabidopsis auxin-inducible promoters in this analysis. However, it should be considered that this depletion was calculated on the basis of parameter I (“number of promoters with a motif”) compared to a randomized background dataset. In fact, several promoters within the dataset of auxin-inducible genes still contained this motif.
GRE-AuxRE associations were the predominantly enriched bipartite motif combination within the group of early (0.5 h after IAA exposure) auxin-inducible promoters. However, this association was also highly abundant in promoters that responded 1 h or 3 h after auxin treatment. Furthermore, it was noticeable that MYC2-AuxRE cis-regulatory units were generally enriched in early to late, and GRE-MRE modules in rather late, auxin-inducible promoters. Consistent with the observation that slight variations of the consensus AuxRE (AUX1) have been commonly found in auxin-responsive promoters [17, 45] the majority of GRE-AuxRE and MYC2-AuxRE combinations were not associated with AUX1 but to AUX2.
Examining the distribution of tripartite modules of ZRE, MRE/MYC2 and AuxRE motifs, it was apparent that GRE-AUX1/2-MRE1/2 combinations could be found in early auxin responsive promoters (0.5 - 1 h post treatment). Notably, in all of these modules the GRE motif resided next to an AuxRE, whereas the position of the MRE motif in this module seemed to be more variable. However, in 80% of the GRE, AuxRE and MRE tripartite modules, the MRE motif also resided near an AuxRE.
By summing up these results it can be pointed out that the auxin-inducible promoters revealed an enrichment of single AUX1/2, GRE, MYC2 and RY cis-elements. Moreover, in particular GRE, MYC2 and MRE motifs were frequently associated with AuxREs.
Cis-elements and modules of AuxREs, ZREs and/or MRE/MYCs are also enriched in auxin-inducible promoters from rice
Occurrence list of enriched motifs and modules within auxin-inducible promoters from O. sativa
Comparative analysis of enriched cis-elements and modules from Arabidopsis and rice displays a conservation of specific cis-regulatory elements
In order to examine whether specific motifs or composite modules are conserved in auxin-induced promoters of Arabidopsis and rice, we performed a comparative analysis of the promoter occurrence of each enriched cis-regulatory element. Unfortunately, the available microarray data from the auxin-induction experiments from Arabidopsis and rice were differently designed so that comparable datasets had to be determined. As the number of genes which were not induced after 1 h but explicitly after 3 h of auxin application was rather small in the Arabidopsis dataset, we decided to compare the dataset of the 1 h up-regulated genes from Arabidopsis to that of the combined 1 to 3 h dataset from rice (Tables 2, 3). Although we cannot exclude that rice and Arabidopsis plants respond differently to the auxin application, a comparison of these datasets resulted in a largely concurrent set of enriched motifs in both analysed plant species.
This comparison revealed that the enrichment of single AUX2, GRE and RY motifs within the promoters of auxin up-regulated genes is evolutionary conserved between the dicot and the monocot model plant. Considering the bipartite motif combinations, several modules that were highly enriched in the Arabidopsis dataset were also present in the ordered promoter occurrence list of rice. Most noticeable were GRE, AuxRE containing modules as well as GRE, MRE1/2 and MYC2, AUX2 motif combinations, that appeared at various positions in the occurrence lists of both angiosperm plant species. With respect to the tripartite modules, the GRE-AuxRE-MRE2 or its related MRE2-AuxRE-GRE module were found to be enriched in Arabidopsis or rice. Although even more module combinations of these three binding sites were significantly overrepresented in auxin-inducible promoters from both species, it was striking that in all of them the GRE motif was located near an AuxRE.
Besides these similarities the most distinct difference in terms of motif enrichment related to the TGA cis-element. It was found to be frequently abundant in the promoters of GmGH3 homologs (Figure 1) and was occasionally enriched as single motif and in composite bi- and tripartite-motif modules with MREs and/or AuxREs in the promoters of auxin up-regulated genes from rice. In contrast, it was not overrepresented in the auxin-responsive promoters from Arabidopsis.
Distinct motifs and composite cis-regulatory modules are enriched within promoters of auxin-induced Arabidopsis gene families
Occurrence list of enriched cis -elements and modules in promoters of auxin-responsive gene families from A. thaliana
GH3s – The promoters of the Arabidopsis GH3 gene family were enriched for the single MYC2 motif and bipartite MYC2-AuxRE modules. In the group of tripartite modules, the GRE-AUX2-MRE1 was enriched and outranked other motif combinations. Although TGA motifs were found to be depleted in the set of all auxin-induced promoters (Figure 3, Table 2), they were significantly enriched as tripartite AUX2-TGA-MRE1 or MYC2-AUX2-TGA modules within the Arabidopsis GH3 promoters.
Aux/IAAs – The single MYC2 and AuxRE cis-elements were significantly overabundant in the Arabidopsis AUX/IAA promoters. Moreover, modules of MYC2-AuxRE and MYC2-GRE were found with higher frequency. Regarding the complex tripartite modules, several constellations of MRE1/2-AuxRE-GRE associations were most prominent.
SAURs – In Arabidopsis, the promoters of the SAUR gene family were significantly enriched for the single MYC2 and AUX2 motifs. This conservation also persisted in the bipartite modules of MYC2 and AuxREs.
ARFs – The promoters of the ARF gene family displayed no significant enrichment for the cis-elements and modules that were analysed. Obviously the transcriptional control of this, in general constitutively expressed gene family , is not dependent on the presence of these cis-regulatory elements.
In conclusion, it could be demonstrated that the analysed auxin-regulated gene families from Arabidopsis showed in part distinct, but also common cis-regulatory elements (Table 4). Noticeable in this respect was the observation that the primarily early auxin-responsive gene families, such as the GH3s, Aux/IAAs and SAURs exhibited an enrichment of the single MYC2 as well as MYC2-AuxRE modules, which were missing in the promoters of the mainly, constitutively expressed ARF genes. Furthermore, it has to be noted that GRE, AuxRE and MRE1/2 containing tripartite modules were frequently enriched in the promoters of the GH3 and AUX/IAA gene families, but not in the SAURs or ARFs. Taken together, these observations suggest a certain dependency of specific cis-elements in the regulation of distinct auxin-regulated gene families and early auxin-responsive gene classes.
Mutations in the GRE cis-elements within a GRE-AuxRE module of the Arabidopsis GH3.3 promoter lead to a significant reduction of its auxin-responsiveness
To analyse the effect of the GRE motif on auxin-mediated transcription, a short synthetic AtGH3.3 derived promoter region containing one GRE and two AuxRE cis-elements was constructed which we termed GRAUX module (GRE-AuxRE, Figure 5A). Multimers of this module were fused to a minimal promoter and the GUS reporter gene, allowing expression analysis by transient protoplast transfection assays. Whereas a single GRAUX module construct exhibited a slightly, but not significantly higher reporter gene expression in the presence of low exogenous auxin concentrations, multimerisation strongly enhanced auxin-responsiveness (Figure 5B). Notably, all constructs showed a similar background expression under non-inductive conditions (Figure 5B).
To assign the influence of the GRE motif within the GRAUX module, cis-element specific mutational derivatives of the 4-times multimerised construct were analysed. By this means, it was demonstrated that mutations in the core sequence of the GRE-motif resulted in a ~ 50% reduction of the auxin-triggered inducibility, while mutations in the AuxREs alone or in combination with a mutated GRE led to complete auxin insensitivity (Figure 5C). As we have demonstrated that auxin-inducible promoters are in general enriched for GRE-AuxRE modules, this functional analysis underpins that they are certainly potential quantitative elements in auxin-regulated promoters.
In this work, we have presented a genome-wide cis-element analysis of bZIP- (ZRE), MYB/MYC- (MRE/MYC2) and ARF-TF (AuxRE/RY) related binding sites in auxin-responsive promoters from Arabidopsis and rice. We could demonstrate that specific cis-elements and/or composite modules, which encompass typical binding sites for these TFs, are enriched in auxin-inducible promoters of the tested angiosperm plant species. Most prominent and concurrent in this respect, is the enrichment of the single GRE and AUX1/2 motifs as well as their related bi- and tripartite-module organisations, in which they are also commonly associated with MREs. Moreover, a substantial enrichment of the relatively rare RY cis-element and of MYC2-AuxRE modules was observed. The evolutionary conservation of these cis-acting elements in the analysed monocot and dicot model plants, that exhibit considerable differences in their species specific genome structure in terms of the GC content, affirms that they might be part of a common regulatory mechanism in auxin-responsive transcription. Ensuing studies are of importance to define the relevance and function of the identified motifs and to disclose which sets of auxin responsive genes are regulated by them. In our work a detailed gene family specific cis-element analysis revealed that especially promoters from early auxin-responsive gene classes are enriched for bipartite MYC2-AuxRE and tripartite GRE-AuxRE-MRE modules. In fact, we demonstrated that mutations in the GRE motifs within a promoter construct derived from the early auxin-responsive AtGH3.3 gene result in a severe reduction of its auxin-triggered inducibility.
The applied randomization algorithm determines motif enrichment to predict the functional relevance of regulatory cis-elements
In the presented cis-element analyses, we focused on the enrichment and distribution of specific motifs in auxin-responsive promoters to predict their cis-regulatory importance. However, the validity of the bioinformatically founded hypotheses is based on and limited by the main assumption that all or a relevant proportion of target genes, that are regulated by the same type of TF, should contain the TFs’ cognate binding site in their promoters. This is certainly not mandatory as individual TFs might co-operatively regulate their target genes by interacting with other DNA-bound transcriptional regulators . Besides this it has to be considered, that inherent algorithm limitations can negatively affect p-value determination for motif enrichment or depletion. In this study almost all analysed cis-elements were normally (or near normally) distributed in the background population, generated by the applied randomization algorithm. Hence, accurate p-values for determining motif enrichment could be calculated using Gaussian Z-statistics. However, extremely rare and extremely overabundant motifs (e.g. MRE2) follow different distributions (most likely Poisson or Hypergeometric ones) as they are non-normally distributed. This hampers reliable distribution analysis as the p-values delivered by the randomization algorithm become inaccurate. Therefore we provide additional significance parameters such as parameter II (“motif density”) to take account of this limitation. Despite these general restrictions, we have demonstrated that the employed Motif Mapper cis-element analysis software and the integrated randomization algorithm proved to be straight-forward and effective for accessing the significance of the tested cis-element and composite cis-element module distributions. In contrast to other more complex cis-regulatory module scanners that require clusters of tightly co-expressed genes and/or sets of orthologous genes [38, 50], the algorithm performed well in noisy, unclustered datasets. This is possible as the algorithm simply defines the number of motifs and/or modules in the genomic, randomized and experimental datasets to determine motif enrichment or depletion without seeking for optimal concurrent cis-elements to explain a given dataset clustering in its entity. Therefore, any association of genes can be chosen (e.g. gene families, GO annotations, etc.) and analysed for any type of cis-element or module distribution. The user only needs to provide a complete, genomic set of promoters of which several are now available, a specific promoter subset of interest and a list of normally distributed cis-elements and/or motif combinations that should be tested.
ZRE and MRE cis-elements are potential quantitative AuxRE coupling elements
Specific ZRE, MRE/MYC2 and AuxRE-related motifs and composite modules were found to be significantly enriched in the auxin-responsive promoters from Arabidopsis and rice (Figures 23; Tables 23). The most outstanding in this respect are the single AuxRE, GRE- and the relatively rare RY-motifs, which were enriched in the promoters from all auxin up-regulated genes from Arabidopsis and rice, followed by the MYC2 element, which was enriched in the Arabidopsis auxin up-regulated promoters and the MRE2, which was most frequent in the auxin-inducible promoters from rice. However, the relevance of some of these motifs in terms of enrichment was more pronounced and of others, only concrete in association with additional motifs. Particularly, the MRE motifs were frequently enriched in a modular structure with AuxREs and/or GREs in the auxin-inducible promoters from both analysed species (Figures 23; Tables 23). Thereby, the MRE2 seemed to be preferred compared to MRE1, whereas this could be partially explained by the fact that the MRE1 motif is slightly rarer than MRE2. The observation that MREs frequently resided near AuxREs (Figure 1), especially in tripartite GRE-AuxRE-MRE motif combinations (Tables 23), suggests that MREs are a relevant integration platform for MYB-TF activities in auxin-mediated transcription. In fact, this assumption is supported by experimental data provided by Shin and co-workers . Consistent with our findings, they were able to show that AtMYB77 effectively interacts with AtARF7 and other ARFs to synergistically promote target gene expression . This indicates that MREs likely function as coupling elements for AuxRE-mediated transcription in both, monocot and dicot plant species.
Similar observations can be made for specific ZRE motifs. Some of them occurred in high frequency in the context with adjacent AuxRE elements. In this respect, the bipartite GRE-AuxRE or tripartite GRE-AuxRE-MRE2 modules were the by far most dominant combinations in early auxin-inducible promoters from both species (Figures 2, 3; Tables 2, 3). In particular the tripartite module was found to be enriched in early auxin responsive gene families, such as the GH3s or AUX/IAAs (Tables 4). In fact, the experimental validation of the functional relevance of the GRE motif as quantitative AuxRE coupling element by mutational cis-element analysis revealed that it at least significantly contributes to the auxin-mediated induction of the AtGH3.3 gene (Figure 5 A- C).
Consistently, it has been reported that G-box like motifs are associated with AuxREs in the early auxin-responsive promoters of the soybean GH3 and AUX28 genes and that they synergistically promote transcription [15, 19–21]. Furthermore, it was demonstrated that a tobacco NtGH3 gene harbours multiple GRE-AuxRE repetitions in its promoter and that the bZIP factors NtBZI-1 and NtBZI-2, which had been implicated to regulate specific auxin responses, bind to them [22, 51]. The homologous Arabidopsis group C/S1 bZIP transcription factors have been characterized to be involved in reprogramming transcription in response to low energy stress [52, 53]. Therefore, it is tempting to speculate that these TFs might integrate information about the cellular energy homeostasis into auxin-specific expression patterns.
MYC2 and RY binding sites are strongly enriched cis-elements in auxin-responsive promoters with yet undefined relevance
Based on the cis-element analyses of auxin-responsive promoters from Arabidopsis and rice we detected a significant enrichment of MYC2 and RY cis-elements in auxin-inducible promoters (Figures 23). Concerning the MYC2 motif, we observed a strong enrichment of the single and bipartite MYC2-AuxRE module in the auxin-inducible promoters from Arabidopsis and more precisely, in the promoters of the early auxin-responsive AtGH3 AtAUX/IAA and AtSAUR gene families (Table 4). Consistent with this, Pufky and co-workers  revealed in an unbiased approach that MYC2 motifs were overrepresented in small clusters of auxin-inducible promoters from Arabidopsis compared to their expected genomic frequency. Moreover, Nemhauser and co-workers  described that MYC2-related cis-elements are overabundant in promoters of auxin- and brassinosteroid- responsive genes. Even though these findings suggest that the MYC2 motif might be involved in modulating the expression of auxin-responsive genes, its function is yet unclear. Recently, it was reported that the MYC2-motif is enriched in promoters from diurnally regulated genes and that it is sufficient to confer the observed circadian expression pattern in vivo . As many growth related processes, which are mainly mediated by auxin, are also interconnected with the circadian clock , the MYC2-element might provide a molecular link between these systems. However, as the MYC2- (CACGTG) and the GRE (CACATG) motif share high sequence similarity, it has to be addressed which type of TF actually binds the promoters in this context.
Regarding the single RY motif, we have demonstrated that it is enriched in auxin-inducible promoters from Arabidopsis and rice, even though it was only present in 3% of all Arabidopsis and 7% of all rice promoters. The RY motif or Sph/Ry-box  was reported to be involved in abscisic acid (ABA) signalling . It is known to be bound by members of the B3-type TF superfamily, which also includes ARF TFs. One of these members, which directly binds the RY cis-element, is ABI3, which contains three basic domains, originally designated B1, B2 and B3 . Whereas the B3 domain was demonstrated to be necessary for RY binding , the B2 domain appears to be responsible for recruiting bZIP TFs [59–61]. An example of such interplay between ABI3 and bZIP TFs was described by Alonso and co-workers , which reported that these TFs synergistically promote the expression of seed maturation genes, including seed storage and dehydration-responsive genes. Based on these observations it is conceivable that RY binding TFs might functionally interact with bZIPs in auxin-responsive gene expression.
In order to adjust auxin-controlled growth and developmental processes in plants in response to the diversity of fluctuating environmental cues, integrative cis-regulatory elements are needed to quantitatively modulate auxin-dependent gene expression, which is mediated by the well-characterised qualitative AuxRE motif. Indeed, modular organisations of GRE- and MRE-motifs in association with AuxREs were found to be highly enriched and evolutionary conserved and appeared to synergistically contribute to auxin-inducible expression. The finding that MYC2 and RY motifs were highly enriched in auxin-responsive promoters, further increases the combinatorial, integrative opportunities in auxin-mediated transcription. These results demonstrate the potential of bioinformatic approaches to generate working hypotheses on putatively relevant cis-regulatory elements in order to design experiments to characterize their predicted functions.
Phylogenetic and cis-element analysis of GH3 promoters
GH3 promoter sequences were sourced from the Plant Genome Database . All available plant genomes were queried and scanned for putative GmGH3 [NCIB: accession X60033];  homologs using tBLASTX. Sequence matches with BLAST scores ≤ 1x10-160 were retained to identify putative orthologs. Promoter sequences (−1000 bps) were extracted from plant genomes with sufficient sequence coverage. AuxREs, ZREs and MREs were mapped and illustrated using TOUCAN 2 . The GH3 protein sequences which were obtained from their corresponding cDNA sequences were used for subsequent phylogenetic analysis applying the ClustalW2 software at the EMBL-EBI sever using the default parameters . The phylogenetic tree, rooted to PpGH3-1 was rendered with TreeView software .
Auxin-responsive genes from A. thaliana and O. sativa were identified by analysing the microarray data from auxin treatment experiments. For Arabidopsis, a wild type seedling experiment with an induction time-course of 1 μM IAA for 30 min, 1 h and 3 h [TAIR ExpressionSet: 1007965859] was used and for rice (Oryza sativa variety IR64) a wild type seedling experiment with pooled transcript samples from plants that were induced by auxin for 1 and 3 h, respectively (NCBI Gene Expression Omnibus GSE5167). The corresponding data files were imported into GenSpring GX 7.3.1 (Agilent) and the datasets adjusted to remove the background of optical noise using the GC-RMA software . After quantile normalization the R LIMMA package  for GC-RMA was applied to identify significant gene-expression changes compared to the control samples. In downstream analyses, only genes significantly 2-fold up- or down-regulated (p ≤ 0.05) after auxin treatment compared to controls were used.
Promoter sequence retrieval
The genomic Arabidopsis promoter dataset (‘TAIR9_upstream_1000_20090619’) was obtained from Arabidopsis TAIR 9 release  and cleaned from promoters of plastidial and alternative transcribed genes. O. sativa promoters (−1000 bps) were extracted from GenBank RAP BUILD 3 files provided by NCBI  using the GenBank extraction script aGBSQL of the Motif Mapper for Python v1.4 software  and choosing option root = 2 (take most 5’ annotation point for each gene [option TSS or ATG]). Promoters for the specific and randomized datasets were taken automatically from these FASTA formatted data files.
Functional gene descriptions for A. thaliana were taken from TAIR9_functional_descriptions dump file. This list was cross referenced using the TAIR Gene Descriptions web based query tool and recent literature on auxin-related gene family classifications [36, 69, 70]. Redundant entries due to alternatively spliced transcripts were manually removed.
Real randomization algorithm
The Cluster Analysis Real Randomization algorithm (Motif Mapper v5.2.4.01) was developed to facilitate the determination of cis-element and cis-element module distributions in a selected experimental dataset (n ≥ 2) and to define significant distribution alterations compared to at least 1000 randomly composed, equally sized, reference promoter datasets. These randomized datasets are compiled of promoters which are drawn from large genomic promoter datasets (e.g. from the Arabidopsis genome which has ~30000 promoters or Rice with ~60000) and are therefore highly variable. If complexity of the reference pools decrease (i.e. if significantly smaller species specific promoter datasets are used) we recommend increasing the number of analysed random datasets to 3000 – 5000. To determine motif enrichment or depletion, the algorithm initially extracts promoter sequences from the provided FASTA formatted input data file to create the experimental and randomized reference datasets. Afterwards, a list of defined motifs or modules is entered manually or per text file and the algorithm automatically maps them for the entire dataset. Motifs and composite modules can be analyzed on Watson strands only or include their Crick strand in the calculation (“auto-antisense”). Motifs can be of any size and modules composed of any number of motifs with any flexible spacing between them. In the presented study, modules were defined as multi-element cis-regulatory units that embedded motifs (Watson and Crick words; “dyadic-(auto)”) are not overlapping, but have a flexible spacing of maximal 100 bps between each other. The window size is based on the vast majority of yet published functional module descriptions . After determination of motif (word-matching in the nucleotide string) or module (word-matching separated by flexible gaps) abundance, enrichment or depletion in the experimental dataset compared to the randomized background population is calculated using a standard Z-score. If needed, the obtained p-value scores and the output randomization data can be corrected by additional statistical tests. The results from the uncorrected and corrected p-value calculation for the four parameters: “number of promoters with a motif”, “number of motifs per promoter”, “the total number of motifs” and “the motif variance” are returned to the user per input promoter dataset file. To calculate the false-positive error rate; a script was written to reiteratively call the Cluster Analysis Real Randomization algorithm to determine motif enrichment for various sample sizes and motifs and is available upon request. The Motif Mapper software and instruction is available at  and descriptions about the Module Master algorithm at .
Plant cultivation, protoplast transformation and GUS-assays
4 to 5 weeks-old Arabidopsis Col-0 plants grown on soil under long day conditions at 23 °C and a relative humidity of 60% were used for protoplast preparation. Protoplast isolation and transformation was performed according to Ehlert and co-workers . For promoter activation assays 14 μg of the promoter: GUS reporter plasmid was co-transfected with 3 μg of a normalization plasmid (Pro35S: NAN). After transformation the protoplasts were incubated for 16 h in incubation buffer supplemented with 0.25 μM NAA (Sigma-Aldrich, Germany) or DMSO (mock). GUS and NAN enzyme assays were performed according to Kirby and Kavanagh . The ratio of GUS to NAN activities is calculated as relative GUS/NAN values. Statistical analysis was performed using the software OriginPro 8.1 G (OriginLabs).
Molecular biological techniques
Molecular Biology techniques have been described by Sambrook and co-workers . DNA mutagenesis was performed applying the Quick Change site directed mutagenesis kit (Stratagene, Amsterdam, Netherlands) following the manufacturers’ instructions. DNA sequence analysis was performed using an ABI310 sequencer (Applied Biosystems, Darmstadt, Germany) with an ABI PRISM BigDye terminator cycle sequencing reaction kit (Applied Biosystems, Darmstadt, Germany).
Design of promoter: GUS reporter constructs
The synthetic GRAUX-module promoter: GUS construct was designed using complementary oligo-nucleotides for the GRAUX-module sequence with a 5` flanking EcoRI and BcuI and a 3` flanking XbaI restriction site. After hybridisation, the oligohybrid and the pBT10-GUS vector (B. Weisshaar, University of Bielefeld, Germany) were digested with EcoRI and XbaI and then ligated. Due to the additional 5` located BcuI restriction site in the inserted GRAUX-module and the fact that BcuI and XbaI digested fragments have compatible, cohesive ends, additional GRAUX-module fragments could be successively inserted leading to multimerised GRAUX-module promoters. A detailed description of the procedure can be found in . The oligo sequences used for GRAUX-module construct design are: GRAUX-modulefor: 5`-AAAATTCACTAGTCAAAGATTACGTGACCGCGTCCCTCTTGTCCCCT GTCTCGGTCTAACGT-3` and GRAUX-modulerev: 5`-CTAGACGTTAGACCGAGACAG GGGACAA GAGGGACCGCGGTCACGTAATCTTTGACTAGTG-3`. Existing GRE- and AuxRE motifs are presented bold and underlined. For GRE- and AuxRE mutated GRAUX-module versions oligos were used in which the ACGT core sequence of the GRE was changed into AAAA and the core sequence of the AuxRE motif (TGTCTC or TGTCCC) in TAAAC or TATCCC, respectively.
ACTCAT motif of group S1 bZIP-TFs
Auxin Response Factors
AUX/IAA repressor proteins
Auxin Response Element
Basic leucine Zipper
G-box related Element
MYB Response Element
TGA Response Element
bZIP Response Element.
We thank Anna Hermann and Jasmin Göttler for excellent technical assistance, Katrin Dietrich and Christine Drübert for proof-reading. This publication was funded by the German Research Foundation (DFG) (DR273/10-2, HA2146/11-1) and the University of Wuerzburg in the funding programme Open Access Publishing.
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