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First published online February 20, 2008; 10.1104/pp.107.115667 Plant Physiology 146:2020-2035 (2008) © 2008 American Society of Plant Biologists
Systemic Signaling of the Plant Nitrogen Status Triggers Specific Transcriptome Responses Depending on the Nitrogen Source in Medicago truncatula1,[W]Biochimie et Physiologie Moléculaire des Plantes, UMR 5004, INRA-CNRS-Sup Agro-UM2, Institut de Biologie Intégrative des Plantes, F–34060 Montpellier, France (S.R., P.T., A.G., M.L.); Unité de Génétique et Ecophysiologie des Légumineuses, UMR INRA, BP 86510, F–21065 Dijon, France (S.F., C.J., C.S.); Unité de Recherche en Génomique Végétale, UMR INRA 1165–CNRS 8114–UEVE, F–91057 Evry, France (S.B., M.L.M.-M.); Max-Planck-Institut für Molekulare Pflanzenphysiologie, 14476 Potsdam-Golm, Germany (M.J.v.d.M., K.K., A.R.F., M.U.); Laboratoire des Interactions Plantes Micro-organismes, UMR INRA/CNRS 441/2594, F–31326 Castanet Tolosan, France (J.G.); and UMR AgroParisTech/INRA MIA 518, F–75231 Paris, France (M.L.M.-M.)
Legumes can acquire nitrogen (N) from NO3–, NH4+, and N2 (through symbiosis with Rhizobium bacteria); however, the mechanisms by which uptake and assimilation of these N forms are coordinately regulated to match the N demand of the plant are currently unknown. Here, we find by use of the split-root approach in Medicago truncatula plants that NO3– uptake, NH4+ uptake, and N2 fixation are under general control by systemic signaling of plant N status. Indeed, irrespective of the nature of the N source, N acquisition by one side of the root system is repressed by high N supply to the other side. Transcriptome analysis facilitated the identification of over 3,000 genes that were regulated by systemic signaling of the plant N status. However, detailed scrutiny of the data revealed that the observation of differential gene expression was highly dependent on the N source. Localized N starvation results, in the unstarved roots of the same plant, in a strong compensatory up-regulation of NO3– uptake but not of either NH4+ uptake or N2 fixation. This indicates that the three N acquisition pathways do not always respond similarly to a change in plant N status. When taken together, these data indicate that although systemic signals of N status control root N acquisition, the regulatory gene networks targeted by these signals, as well as the functional response of the N acquisition systems, are predominantly determined by the nature of the N source.
Nitrogen (N) is one of the mineral nutrients needed in the greatest amount for plant nutrition. It very often limits plant growth because of spatial and temporal fluctuations of its concentration in the soil, which hamper sustained acquisition by the root system. For this reason, plants have developed adaptive responses allowing them to modulate the efficiency of root N acquisition as a function of both external N availability and their own nutritional status (for review, see Von Wiren et al., 2000
A general model of control of root N acquisition has been proposed, mostly from data obtained with NO3–-fed plants (Forde, 2002a
In comparison to local NO3– signaling, little is known about the genes involved in the long-distance control of root NO3– acquisition by the N status of the plant. A model based on a satiety signal that would be translocated from the shoots to the roots and leading to the down-regulation of NO3– transport systems has been proposed (Imsande and Touraine, 1994
Whether the same models may be applied to the regulation of the acquisition of other N sources remains an open question. Indeed, in comparison with NO3– uptake, much less is known about regulatory mechanisms controlling either NH4+ or N2 acquisition. On one hand, with the exception of Glu (Walch-Liu et al., 2006
We initiated a study on the model legume Medicago truncatula with two main objectives. First, we aimed to elucidate if the three main pathways for N acquisition, namely NO3– uptake, NH4+ uptake, and N2 fixation, are under the control of systemic feedback repression exerted by the N status of the whole plant. Secondly, we performed large-scale transcriptome studies to delineate the gene networks responding to this systemic signaling in the roots and to determine whether these networks are common for all three N sources. Several transcriptome studies have already been performed to analyze the molecular responses of the roots to a change of the nitrogen status of the plant (Scheible et al., 2004
Experimental Strategy To focus on the systemic feedback repression of root N acquisition by the N status of the whole plant, split-root experiments were performed to investigate the response of one side of the root system to N treatments applied on the other side (Fig. 1A ). Hydroponically grown plants fed with either 1 mM NO3–, 1 mM NH4+, or fixing N2 were subjected during 4 d to two contrasted N regimes corresponding to the supply of 10 mM NH4NO3 solution to the treated side of the root system (NN roots) or to the N starvation of the treated side of the root system (–N roots). The plants subjected to these repressive or de-repressive treatments were hereafter called, respectively, N-sufficient (S) and N-limited (L) plants.
Given that the changes occurring in the untreated side of the root system result from an altered N supply to the other organs of the plant, they are indicative of the action of systemic signaling pathways. The experimental set-up described in Figure 1A allowed us to reveal the physiological and molecular responses of the roots to systemic signals of whole-plant N status (L roots versus S roots) and to compare these responses between the three N sources. Two main assays were performed to characterize these responses. First, root N uptake was measured by 15N labeling (15NO3– uptake, 15NH4+ uptake, or 15N2 fixation). Second, to identify the molecular basis of the N intake modification, transcriptome analysis was performed using Affymetrix Medicago genome arrays and high-throughput quantitative real-time (Q-RT)-PCR. Although we intend to focus on the responses occurring in S and L roots, transcriptome analysis was also performed in the S and L shoots and in the treated roots of NO3–-fed plants subjected to N starvation.
To verify that the treatments described in Figure 1A resulted in significant changes in the N status of the whole plant, total N content was assayed in roots and shoots of all groups of plants (Fig. 2A ). In treated roots, N starvation or supply of 10 mM NH4NO3 led to marked differences in the total N contents of the tissues after 4 d; a 40% to 50% decrease occurred in –N roots as compared to NN roots, regardless of the N source. The treatments also resulted in differences in total N concentration in shoots, but the effect strongly depended on the N source (60% for N2-fixing plants, 29% for NH4+-fed plants, and 15% for NO3–-fed plants). Nevertheless, total N concentration in untreated roots was not or only slightly affected by the treatments. The two treatments resulted in two contrasted levels of N status of the whole plant without significantly altering the N contents of the untreated roots and therefore provided appropriate plant material to investigate systemic responses.
The rates of N acquisition in untreated roots of S and L plants were measured after 4 d of treatment using 15NO3–, 15NH4+, or 15N2 as tracers (Fig. 1B). The highest uptake rate was observed in L plants supplied with NO3– (in the range of 200 µmol h–1 g–1 root dry weight). In comparison, root N uptake was reduced by 55% and 85% in L plants supplied with NH4+ or N2, respectively. For all three N sources, the supply of 10 mM NH4NO3 to the treated root side of S plants triggered a strong repression of N acquisition in the untreated roots, as compared with L plants. For NO3– and NH4+, the inhibition was approximately 60% in S versus L plants. The repression was more dramatic in N2-fixing plants (>90% inhibition). Similar results were obtained when 20 mM NH4+ was supplied to the treated roots instead of 10 mM NH4NO3 (data not shown). These experiments demonstrate that the three N acquisition pathways in Medicago are under feedback regulation by systemic signals related to the N status of the whole plant. These results are thus in favor of the hypothesis that common systemic regulatory mechanisms may ultimately and coordinately govern NO3– uptake, NH4+ uptake, and N2 fixation in legumes. To further test this hypothesis, we next investigated the molecular responses associated with the systemic repressions of the acquisitions of these three sources. The transcriptomic approach was initiated on roots and shoots of the three groups of plants described above.
Before embarking on the identification of genes that respond in the roots to the systemic signals related to the plant N status (LNO3– roots versus SNO3– roots; see Fig. 1A), we characterized genes that are regulated by the local presence of NO3– (LNO3– roots versus –NO3–; see Fig. 1A). On the basis of the previous studies with Arabidopsis, tomato, and rice (Wang et al., 2000
Large-scale molecular responses of the roots to systemic signals related to the plant N status were next characterized by quantifying the variations of gene expression between LNO3– and SNO3– roots (Fig. 1A). The comparison identified 937 differentially expressed genes, 541 being down-regulated and 396 up-regulated in LNO3– roots as compared to SNO3– roots (Supplemental Table S3). These genes are direct or indirect molecular targets of the systemic control exerted by the N status of the whole plant. A subgroup of 156 genes was already identified as differentially expressed in the LNO3– versus –NO3– comparison (Supplemental Table S4). In most cases, common genes were up-regulated by NO3– supply (i.e. in LNO3– roots versus –NO3– roots) and down-regulated by the systemic signaling related to high N status (i.e. in SNO3– roots versus LNO3– roots). Many of the 156 transcripts were annotated as involved in NO3– transport or assimilation (NRT1 and NRT2 transporters, nitrate reductase, nitrite reductase, Gln synthetase, Glu synthase, Asn synthetase), in the synthesis of cofactors of these enzymes (uroporphyrin methylase), in glycolysis and organic acid metabolism (phosphoglycerate-mutase, phosphoenolpyruvate-carboxylase, malate-dehydrogenase), and in the production of reducting equivalents for NO3– assimilation (ferredoxin-reductase, Glc-6-P-dehydrogenase, 6-phosphogluconate-dehydrogenase), consistent with the inhibition of NO3– acquisition occurring in SNO3– roots as compared to LNO3– roots (Table II). An example is the closest homolog of the high affinity AtNRT2.1 transporter, strongly repressed in SNO3– roots (Table II). Other root transcripts annotated as proteins not directly related to the NO3– acquisition pathway, such as most of those encoding nonsymbiotic leghemoglobins, display a similar behavior (i.e. overaccumulated in the LNO3– roots as compared to –NO3– roots and SNO3– roots; Supplemental Table S5). However, the above dual regulation was not a systematic feature of N signaling in the roots, because a large majority of genes responding to systemic signals of N status (781 out of 937) did not display differential response in the LNO3– versus –NO3– comparison. Interestingly, the Medicago gene closely related to AtNRT2.5 described below also belongs to this large group of genes, because it displays inverse variations in the LNO3– versus –NO3– and LNO3– versus SNO3– comparisons (Table II). Conversely, among the 1,575 NO3–-responsive genes, 1,419 did not display differential expression in the LNO3– versus SNO3– comparison (the three transcripts encoding ClC channels described below belong to this category; see Table II).
Large-scale molecular responses associated with systemic repression of root N acquisition by high N status in NH4+-fed plants and N2-fixing plants (see Fig. 1B) were investigated following a similar strategy to that used for NO3–-fed plants. Many typical NO3–-regulated genes identified in the shoots of NO3–-fed plants were also found to be differentially expressed in the L and S shoots of NH4+-fed plants and N2-fixing plants (Supplemental Tables S5 and S6; Table II). The marked response observed in NH4+-fed plants and N2-fixing plants was easily explained by the fact that both NH4+-fed plants and N2-fixing plants have been deprived of NO3– for 4 d before the experiments, thus amplifying the effect of high NO3– supply in the S treatment. Accordingly, shoot NO3– content was strongly increased in SNH4+ shoots as compared with LNH4+ shoots, where only residual NO3– remains accumulated after 8 d on NO3–-free solution (Fig. 2B).
The root molecular responses associated with the systemic repression of root N acquisition were investigated by comparing the transcriptomes of the untreated roots belonging to either L or S plants (LNH4+ versus SNH4+ and LN2 versus SN2; see Supplemental Tables S7 and S8, respectively). In total, 700 genes were found to be differentially expressed between LNH4+ roots and SNH4+roots (353 up-regulated and 347 down-regulated; Table I), and 1,235 genes were found to be differentially expressed between SN2 roots and LN2 roots (376 up-regulated and 859 down-regulated; Table I). Taking into account both the number of differentially expressed genes and the intensity of the variations, roots supplied with NH4+ displayed a weaker response than roots supplied with NO3– or nodulated roots fixing N2 (Table I). Surprisingly, despite the marked repression of NH4+ uptake in untreated roots of S plants (Fig. 1B), the accumulation of transcripts annotated as enzymes involved in NH4+ assimilation (Gln synthetase, Glu synthase, Asn synthetase) or as NH4+ transporters of the AMT1 family, expected to be involved in NH4+ acquisition (Loque and Von Wiren, 2004
A striking observation resulting from the comparison of the various transcriptomes obtained in either NO3–-fed, NH4+-fed, or N2-fixing plants is that there is only a very small proportion of the genes responding in common to the N treatments in the three groups of plants (Fig. 3 ; Supplemental Table S10). Thus, although the systemic repression of root N acquisition in untreated roots occurred whatever the N source, the molecular responses associated with this repression were mostly specific for each N source. Even more surprising, this was also evidenced in the shoots, indicating that the way the aboveground part of the plant perceives changes in N status is strongly dependent on the type of N nutrition. These data do not provide strong support for the hypothesis of common regulatory mechanisms governing root N acquisition regardless of the N source but rather suggest that specific gene networks are associated with the control of NO3– uptake, NH4+ uptake, or N2 fixation by the N status of the plant. In keeping with this argument, specific subsets of TF genes are modulated by the N sufficiency versus N limitation treatments as a function of the N source (Fig. 3C; Supplemental Table S11).
To gain further insight regarding these specific gene networks in the roots, we developed two complementary approaches. First, we used the MAPMAN software (Thimm et al., 2004
The above experiments allowed the association of each N source to a specific pattern of molecular responses involved in the general repression of root N acquisition by high N status of the plant. To further characterize this association between physiological and molecular responses, we then investigated the effect of other treatments, for which we suspected a differential effect on root N acquisition, depending on the N source. Our previous results with Arabidopsis showed that in comparison with control split-root plants supplied with 1 mM NO3– or 1 mM NH4+ on both sides of the root system, plants subjected to N starvation on one side of the root system (same treatment as the above L plants) display a strong compensatory up-regulation of root N uptake in the untreated roots with NO3–, but not with NH4+, as an N source (Gansel et al., 2001
Correlation between Molecular and Physiological Responses of the Roots to Changes in the N Status of the Plant
The transcriptome data described in the first part of this study allowed us to associate, for each N source, large sets of genes responding to the variations of the N status of the plants (N limitation versus N sufficiency). Whether the responses of these genes play a physiological role in the response of root N acquisition remains to be elucidated. However, the comparison between control and L plants offers the opportunity to investigate the regulation of these genes in plants displaying either a strong functional response to a change in N status (NO3–-fed plants) or not (NH4+-fed and N2-fixing plants). To address this point, three subsets of candidate genes regulated by whole-plant signaling of N status (N limitation versus N sufficiency) were selected from the NO3–, NH4+, and N2 data sets (37, 29, and 25 transcripts, respectively; for details see Supplemental Table S14). For each type of nutrition, the expression of the corresponding subset of candidate genes was monitored by Q-RT-PCR in the untreated roots of control and limited plants (Supplemental Table S15). In NO3–-fed plants, a high proportion (50%) of the tested genes were found to be differentially regulated between LNO3 and CNO3 roots. Among these genes, homologues of AtNRT2.1 and AtNRT1.1 NO3– transporters were found to be up-regulated in L roots as compared to control roots. Transcripts annotated as related to hormonal regulation were also differentially expressed, for example: three transcripts encoding auxin-induced proteins (Busov et al., 2004
Many studies concerning the regulation of root N uptake, predominantly conducted with NO3– as the N source, have resulted in a general model for the adjustment of the N acquisition capacity to the N demand of the plant (Cooper and Clarkson, 1989
To gain further insight regarding this hypothesis, the effect of large variations of the N status of the whole plant on gene expression in roots fed with NO3–, NH4+, or N2 were compared. Genes responding to systemic signaling have been identified by comparing roots exposed to the same environment but belonging to L or S plants in order to identify common or specific molecular responses. Further investigations using different NO3– and NH4+ concentrations and various time points remain to be done to determine concentration and time-dependent kinetics of these responses. Among the large number of transcripts differentially accumulated, those known to be directly involved in root N acquisition displayed a response very consistent with the repression of N intake by a satiety signal. In the NO3–-fed root comparison, many genes involved in NO3– assimilation were found to be differentially expressed between LNO3– and SNO3– roots. Among those genes, the closest Medicago homolog of AtNRT2.1 is of particular interest. In Arabidopsis, AtNRT2.1 is a major component of the high-affinity root NO3– uptake system and is strongly regulated at the mRNA level by the N status of the plant (Cerezo et al., 2001
The differentially accumulated transcripts displaying a common response to systemic signals in NO3–-, NH4+-, or N2-fed roots also deserves further attention, because they may correspond to some common components of the N status signaling pathways. Intriguingly, transcripts encoding enzymes involved in trehalose metabolism belong to this category. This metabolite already has been proposed to play a role of signal molecule in modulating carbon metabolism, especially in response to NO3– (Scheible et al., 1997
Systemic regulation of N acquisition by downstream products of N assimilation at the whole-plant level is interpreted as a way for the plant to adjust its N intake to its nutritional demand. This mechanism is expected to be of great importance in the case of a localized N limitation of the root system, because de-repression may allow the plant to compensate the deficit by increasing the acquisition capacity of the other roots still correctly supplied with N and, finally, may thus allow the whole plant to maintain its ability to grow. In this study, we show that such adaptive response to local N limitation occurs efficiently only with NO3– as N source. These results confirm the earlier report indicating that in Arabidopsis, the NH4+ uptake system was not able to compensate a local N limitation (Gansel et al., 2001
This study focused on short-term responses of roots to variation of the N status of the plant. These responses mostly occur through changes regarding the capacity of preexisting structures to acquire N (roots or nodule). However, many of the molecular responses characterized by our transcriptomic studies revealed genes involved in hormonal and developmental processes, suggesting that long-term responses modulating the size (i.e. biomass) of the structures responsible for N acquisition (roots or nodules) are also initiated rapidly. It is well known that variations of the N status induce developmental responses aimed at modifying root architecture. For example, NO3– plays an important role in root initiation and elongation (Forde, 2002a
Plant Growth Conditions Seeds of Medicago truncatula genotype A17 were chemically scarified in H2SO4 95% for 8 min, cold-treated at 4.0°C in water for 48 h, and then placed at room temperature in the dark for germination. After 4 to 6 d, the primary root tips were cut to promote branching of the root system. Individual plantlets were transferred onto hydroponic culture tanks containing a vigorously aerated basal nutrient solution containing 1 mM KH2PO4, 1 mM MgSO4, 0.25 mM K2SO4, 0.25 mM CaCl2, 50 µM KCl, 30 µM H3BO3, 5 µM MnSO4, 1 µM ZnSO4, 1 µM CuSO4, 0.1 µM (NH4)6Mo7O24, and 0.1 mM Na-Fe-EDTA, pH 5.8, supplemented with 1 mM KNO3 as an N source. Plants were grown under the following environmental parameters: 8-h/16-h light/dark cycle, 250 µmol s–1 m–2 photosynthetically active radiation light intensity, 22°C/20°C day/night temperature, and 70% hygrometry. Nutrient solutions were renewed every week. Nodulated plants were obtained by transferring 3-week-old plants to a nutrient solution with lower KNO3 concentration (0.5 mM) but containing the strain 2011 of Sinorhizobium meliloti. Typically, nodules appeared after 4 to 6 d and were fully functional after 2 weeks. For split-root experiments, the root systems of 5-week-old plants were separated into two parts, each side being installed in a separate compartment filled with the same basal nutrient solution either supplemented with 1 mM KNO3 (NO3– experiments) or with 1 mM NH4Cl (NH4+ experiments) or left without mineral N (nodulated plants). After 4 d, differential N treatments were initiated that consisted of modifying the N provision to one side of the root system by either supplying these roots with a nutrient solution containing 10 mM NH4NO3 (S plants) or by removing the N source from the environment (L plants). For plants fed with NO3– or NH4+, the N limitation treatment was performed by supplying plants with N-free nutrient solutions. For nodulated plants, N limitation was achieved by removing N2 from the treated compartment by a continuous flow of 80% argon/20% O2. In all groups of plants, the other side of the split-root system was untreated and remained exposed to the same nutrient solution and gaseous environment as before. The nutrient solutions were renewed daily. For Suc treatments, the nutrient solution was supplemented with 1% Suc and 50 mg L–1 penicillin and 25 mg L–1 chloramphenicol.
The net intakes of 15NO3–, 15NH4+, and 15N2 were assayed on the untreated side of the split-root system. Roots of nonnodulated plants were exposed to basal nutrient solution supplemented with 1 mM 15NO3– or 1 mM 15NH4+ (99 atom% 15N) for 4 to 6 h and washed for 1 min in 0.1 mM CaSO4. Then, all organs of each plant were collected, dried at 70°C for 48 h, weighed, and analyzed for total 15N content using a continuous-flow isotope ratio mass spectrometer (Isoprime mass spectrometer; GV Instruments) coupled to a nitrogen elemental analyzer (Euro vector S.P.A). 15N2 fixation measurements were done on freshly excised nodulated roots placed in air-tight 10-mL tubes containing 2 mL of basal nutrient solution. Ten minutes of labeling was achieved by replacing in each tube 5 mL of air with 5 mL of 80% 15N2/20% O2 mix (99 atom% 15N). Samples (100 µL) of 15N2-enriched air were harvested at the beginning and end of the labeling for precise analysis of the atom% 15N of the 15N2 source and leak check. After labeling, nodules were separated from roots, and both organs were dried and analyzed as described above. This method gave, in our system, equivalent values for 15N2 fixation as those obtained with measurements on intact plant roots described in Voisin et al. (2003
Nitrate was extracted from dried tissues in water at 4°C for 24 h. Nitrate concentration was determined colorimetrically in the presence of sulfanilamide and N-naphtyl-ethylene diamine-dichloride after reduction of NO3– to NO2– on a cadmium column using an autoanalyzer (Brann-Lubbe). Metabolite profiling was performed on 100 mg of root tissue as described in Wagner et al. (2006)
Total RNA was extracted from frozen samples using Tri-Reagent according to the manufacturer's protocol (Invitrogen). DNA contamination was eliminated by a DNAse I digest (QIAGEN) and absence of genomic DNA in RNA samples was verified by Q-RT-PCR using intron-specific primers (Mt-Ubi-IntronF/R; Supplemental Table S16). Samples were further purified using Rneasy MinElute Cleanup kit (QIAGEN). Equal amounts of RNA from six individual plants of each experiment were pooled to constitute one biological replicate. For microarray analysis, additional controls of RNA preparations were carried out with the Agilent Bioanalyser 2100 using RNA 6000 NanoChips (Agilent Technologies).
Affymetrix GeneChip Medicago Genome Array contains over 61,200 probe sets: 32,167 based on the EST/mRNA and chloroplast gene sequences of M. truncatula, 18,733 based on the partial genomic sequence of M. truncatula (International Medicago Genome Annotation Group and phase 2/3 Bacterial Artificial Chromosome prediction); 1,896 based on the EST/mRNA sequence of Medicago sativa, and 8,305 based on the genomic sequence of S. meliloti (http://www.affymetrix.com/products/arrays/specific/medicago.affx). Although several probe sets may target the same gene, each Medicago probe set will be designed as a "gene" in the text for simplification. A total of 26 samples have been analyzed: two biological replicates of the 13 different types of shoot and root samples described in Figure 1A. The Affymetrix GeneChip experiments were performed in two laboratories: root transcriptomes at the URGV Plant Genomics Research Unit (Evry, France; http://www.versailles.inra.fr/urgv/microarray.htm) and shoot transcriptomes at the Curie Institut (Paris; http://www.curie.fr). For each sample, 2 µg of total RNA was used to synthesize biotin-labeled cRNAs using the Affymetrix Eukaryotic One-Cycle Target Labeling kit according to the manufacturer's instructions (Affymetrix). The amount of labeled cRNA was determined with RiboGreen RNA Quantification Reagent (Turner Biosystems). Hybridization (15 µg cRNA/array), washing, staining, and scanning Medicago genome arrays were carried out as recommended by the manufacturer's instruction manual (Affymetrix). Affymetrix gene chip data were normalized with the gcrma algorithm (Irizarry et al., 2003
High-throughput expression profiling of the M. truncatula TFs were performed on three independent biological replicates (two were common to the Affymetrix GeneChip experiments). The resource developed in the Max Planck Institute for Molecular Plant Physiology of Golm consists of a collection of specific primers that allow the monitoring of the accumulation of 752 M. truncatula transcripts annotated as encoding TFs by Q-RT-PCR (Udvardi et al., 2007
Low throughput Q-RT-PCR were performed in a LightCycler (Roche Diagnostics) as previously described (Girin et al., 2007
To improve and homogenize the annotation of the differentially expressed genes identified by the GeneChip study, the Medicago sequences were compared to SwissProt, Tair 6 protein databases using National Center for Biotechnology Information (NCBI) blastx software, and to the Interpro database using Interproscan. For each Medicago sequence, the most similar Arabidopsis (Arabidopsis thaliana) protein was searched. Then a functional classification of the differentially expressed Medicago transcripts based on similarities with Arabidopsis proteins was performed using MAPMAN software (Thimm et al., 2004
The Affymetrix GeneChip data discussed in this publication have been deposited in NCBI's Gene Expression Omnibus in compliance with MIAME standards (http://www.ncbi.nlm.nih.gov/geo/) and are accessible through Gene Expression Omnibus Series accession number GSE9818. The identification numbers, sequences matches, and specific primer sets of the differentially accumulated M. truncatula TF transcripts identified by high-throughput Q-RT-PCR are provided in Supplemental Table S18.
The following materials are available in the online version of this article.
We thank Benoit Albaud for technical assistance in microarray hybridization and Armin Schlereth and Thomas Ott for technical assistance in high-throughput Q-RT-PCR analysis. We thank Françoise Cellier, Marinus Pilon, and Pascal Gamas for critical reading of the manuscript. Received January 7, 2008; accepted February 13, 2008; published February 20, 2008.
1 This work was supported by the Sixth Framework Programme Grain Legume Integrated Project of the European Union (postdoctoral grant to S.R. and S.F.), by AgroBI incitative action of INRA, and by grants from the scientific directorate "Plante et Produit du Végétal" of INRA and the French "Reseau National des Génopoles." A.G. and M.L. were supported by the P2R French-German program.
2 Present address: Department of Biology, New York University, 100 Washington Square East, New York, NY 10003.
3 Present address: The Samuel Roberts Noble Foundation, Ardmore, OK 73401. The author responsible for distribution of materials integral to the findings presented in this article in accordance with the policy described in the Instructions for Authors (www.plantphysiol.org) is: Marc Lepetit (lepetit{at}supagro.inra.fr).
[W] The online version of this article contains Web-only data. www.plantphysiol.org/cgi/doi/10.1104/pp.107.115667 * Corresponding author; e-mail lepetit{at}supagro.inra.fr.
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