Search tips
Search criteria 


Logo of microgenLink to Publisher's site
Microb Genom. 2015 July; 1(1): e000001.
Published online 2015 July 15. doi:  10.1099/mgen.0.000001
PMCID: PMC5320599

Expanded roles of leucine-responsive regulatory protein in transcription regulation of the Escherichia coli genome: Genomic SELEX screening of the regulation targets


Leucine-responsive regulatory protein (Lrp) is a transcriptional regulator for the genes involved in transport, biosynthesis and catabolism of amino acids in Escherichia coli. In order to identify the whole set of genes under the direct control of Lrp, we performed Genomic SELEX screening and identified a total of 314 Lrp-binding sites on the E. coli genome. As a result, the regulation target of Lrp was predicted to expand from the hitherto identified genes for amino acid metabolism to a set of novel target genes for utilization of amino acids for protein synthesis, including tRNAs, aminoacyl-tRNA synthases and rRNAs. Northern blot analysis indicated alteration of mRNA levels for at least some novel targets, including the aminoacyl-tRNA synthetase genes. Phenotype MicroArray of the lrp mutant indicated significant alteration in utilization of amino acids and peptides, whilst metabolome analysis showed variations in the concentration of amino acids in the lrp mutant. From these two datasets we realized a reverse correlation between amino acid levels and cell growth rate: fast-growing cells contain low-level amino acids, whilst a high level of amino acids exists in slow-growing cells. Taken together, we propose that Lrp is a global regulator of transcription of a large number of the genes involved in not only amino acid transport and metabolism, but also amino acid utilization.

Keywords: Escherichia coli genome, Genomic SELEX, leucine response regulator, regulation target, transcription factor

Impact Statement

Leucine-responsive regulatory protein (Lrp) is known as a global regulator of the genes for transport, biosynthesis and catabolism of amino acids to establish their balance needed for protein synthesis. After Genomic SELEX screening, however, we identified that Lrp not only controls the production of amino acids, but also the utilization pathway of amino acids by regulating the genes for tRNAs, aminoacyl-tRNA synthetases and rRNAs. Phenotype MicroArray and metabolome analyses indicated Lrp-mediated correlation between the intracellular levels of amino acids and their utilization for protein synthesis: the intracellular levels are low for amino acids that are efficiently used for protein synthesis, allowing fast cell growth, but cell growth is low even in the presence of high levels of amino acids that are not so much used for protein synthesis. Here, we also identified another expanded role of Lrp in regulation of a set of transcription factors, each playing a regulatory role in the control of a specific metabolism pathway or physiological response to a specific nutritional condition. Lrp stays on the top of this hierarchic network of transcription factors. Overall, we propose an expanded role for Lrp in controlling the production and utilization of amino acids – the key metabolites of cell construction.


Leucine-responsive regulatory protein (Lrp) belongs to the widely distributed Lrp–AsnC family of small, basic transcription factors. Escherichia coli Lrp of 164 aa in size consists of three functional domains: an N-terminal 40  % domain containing the helix–turn–helix motif of DNA binding, the next 40  % of the middle domain responsible for transcription activation and an overlapping C-terminal domain required for the response to Leu (de los Rios & Perona, 2007; Ettema et al., 2002; Platko & Calvo, 1993). Lrp forms a dimer in solution (Calvo & Matthews, 1994; Willins et al., 1991), but self-assembles to form a mixture of octamers and hexadecamers (Chen et al., 2001b). As Lrp-regulated promoters commonly contain multiple adjacent Lrp-binding sites, the higher-order structures could play an important functional role.

Lrp was first identified in E. coli as a regulatory protein involved in the control of the transport of branched-chain amino acids (Anderson et al., 1976). Subsequently, mutations in the lrp gene were found to influence the expression of operons involved in the biosynthesis and degradation of some more amino acids (Lin et al., 1992; Platko et al., 1993), suggesting that Lrp plays a regulatory role in transport and metabolism of not only Leu, but also some other amino acids. The number of regulation targets of Lrp has further increased concomitant with the advance of genome expression monitoring systems. Proteome analysis suggested the alteration of levels of a total of 25 proteins in the lrp mutant (Ernsting et al., 1992). The alteration of expression levels of up to 85 proteins was also identified by random phage insertions into the genome (Lin et al., 1992). The transcriptome analysis indicated that as many as >400 genes or ~10  % of the genes within the E. coli genome are affected in the absence of Lrp, of which at least 130 were suggested to be under the direct control of Lrp (Cho et al., 2008; Hung et al., 2002; Tani et al., 2002). A certain proportion of the regulated genes are involved, as originally proposed, in transport and metabolism of amino acids, but Lrp has also been suggested to regulate genes involved in biosynthesis and degradation of various metabolites other than amino acids (Brinkman et al., 2003; Calvo & Matthews, 1994; Newman & Lin, 1995). In addition, the genes for other cellular functions, such as pili synthesis and adhesion to host cells, have been indicated to be under the control of Lrp (Calvo & Matthews, 1994). Furthermore, Lrp is also known to function as a structural element, together with other the nucleoid proteins, to establish the conformation of genome DNA (reviewed by Ishihama, 2009). Thus, as in the case of other nucleoid proteins, Lrp is a bifunctional protein, playing a regulatory role in gene expression and an architectural role in nucleoid organization. Accordingly, the intracellular level of Lrp in exponentially growing E. coli cells is as abundant as other nucleoid proteins (Ali Azam et al., 1999; Ishihama et al., 2014; Willins et al., 1991).

One unique characteristic of Lrp is its functional modulation after interaction with multiple effectors. The regulatory function of Lrp was first recognized under the control of Leu (Chen & Calvo, 2002; Chen et al., 2001a; Haney et al., 1992; Platko & Calvo, 1993; Roesch & Blomfield, 1998; Willins et al., 1991). Leu is the most abundant building block (~9  % of total blocks) of all proteins in E. coli, suitable as a representative signal molecule of the availability of substrates for protein production. Lrp acts as a sensor of this key signal, leading to modulation of its activity and specificity. The effector Leu modulates multimerization of Lrp and thereby controls the transcription of certain target genes (Chen & Calvo, 2002; Chen et al., 2001a, b). In most cases, Lrp has been reported to activate the operons that encode enzymes for amino acid biosynthesis and repress the operons that encode catabolic enzymes (Calvo & Matthews, 1994). The activation of some operons is overcome by Leu, but in other cases the activation requires Leu (Calvo & Matthews, 1994; Ernsting et al., 1992; Lin et al., 1992; Newman et al., 1992). A group of regulation target genes are, however, activated by Lrp independent of Leu. More complexity has arisen from the findings that amino acids other than Leu are involved in the regulation of activity and specificity of Lrp. In place of Leu, Ala has been indicated to act as an effector of Lrp (Berthiaume et al., 2004; Kim et al., 2010; Martin, 1996; Zhi et al., 1998, 1999). A systematic survey of effector function for all amino acids indicated that His, Ile, Met and Thr influence, besides Leu and Ala, Lrp activity (Hart & Blumenthal, 2011). The direction and level of the influence on Lrp activity by each amino acid effector appears variable depending on the target genes and under the culture conditions. The complex nature of Lrp action may be related to its physiological role to harmonize the expression of Lrp regulon genes to match with the surrounding conditions, such as the composition and availability of nutrients.

As a short-cut approach to identify the whole set of regulation target genes of the RNA polymerase (RNAP) sigma subunits and a total of ~300 species of transcription factors, we developed the Genomic SELEX screening system in vitro (Shimada et al., 2005). By using this SELEX system, we succeeded in identifying the whole set of constitutive promoters that are recognized by the RNAP RpoD holoenzyme alone in the absence of supporting transcription factors (Shimada et al., 2014). The functional modulation of RNAP after replacement of sigma factors was then identified by the same SELEX system (T. Shimada and A. Ishihama, in preparation). Along this line, a systematic search of regulation targets by the SELEX system is in progress for ~300 species of E. coli transcription factors. In this study, an attempt was made to identify the regulation target genes that are recognized by Lrp alone in the absence of any effectors. The results herein described indicate a novel role of Lrp in the regulation of a large group of genes involved in not only the transport and metabolism of amino acids, but also the polymerization of amino acids into proteins.


Bacterial strains and plasmids

E. coli DH5α was used for plasmid amplification. E. coli BL21 was used for Lrp expression. E. coli BW25113 (W3110 lacIqrrnBT14 ΔlacZWJ16 hsdR514 ΔaraBADAH33 ΔrhaBADLD78) (Datsenko & Wanner, 2000) and JW0872 (a lrp single-gene deletion mutant of BW25113) (Baba et al., 2006) were obtained from the E. coli Stock Center (National Bio-Resource Center, Mishima, Japan). Cells were grown in M9/glucose medium at 30 °C under aeration with constant shaking at 150 r.p.m. Cell growth was monitored by measuring OD600.

Expression and purification of Lrp

Expression plasmid pLrp of Lrp protein was constructed essentially according to the standard procedure in this laboratory (Shimada et al., 2005; Yamamoto et al., 2005). The Lrp-coding sequence of E. coli K-12 W3110 was PCR-amplified and inserted into pET21α between NdeI and NotI so as to fuse to the C-terminal His-tag. The expression of His-tagged Lrp was performed in E. coli BL21. Lrp was affinity-purified according to the standard procedure (Shimada et al., 2005; Yamamoto et al., 2005).

Preparation of antibodies

Antibodies against Lrp were produced in two rabbits by injecting purified Lrp protein (Ishihama et al., 2014). After examination of antibody activity using immunoblot analysis, the batch of higher activity was used in this study. Antibody production was performed in the Animal Laboratory of Mitsubishi Chemical Medience under the guidelines for animal experiments of the Ministry of Education, Culture, Sports, Science and Technology of Japan.

Genomic SELEX screening of Lrp-binding sequences

The Genomic SELEX method was carried out as described previously (Shimada et al., 2005). A mixture of DNA fragments of the E. coli K-12 W3110 genome was prepared after sonication of purified genome DNA and cloned into a multi-copy plasmid pBR322. In each SELEX screening, the DNA mixture was regenerated by PCR. For SELEX screening, 5 pmol of the mixture of DNA fragments and 10 pmol purified Lrp were mixed in a binding buffer (10 mM Tris/HCl, pH 7.8 at 4 °C, 3 mM magnesium acetate, 150 mM NaCl and 1.25 mg BSA ml 1) and incubated for 30 min at 37 °C. The DNA–Lrp mixture was treated with anti-Lrp antibody, and DNA fragments recovered from the complexes were PCR-amplified and subjected to next cycle of SELEX for enrichment of Lrp-bound DNA fragments.

For SELEX-chip analysis, DNA samples were isolated from the DNA–protein complexes at the final state of SELEX, PCR-amplified and labelled with Cy5, whilst the original DNA library was labelled with Cy3. The fluorescently labelled DNA mixtures were hybridized to a DNA microarray consisting of 43 450 species of 60 bp DNA probes, which were designed to cover the entire E. coli genome at 105 bp interval (Oxford Gene Technology) (Shimada et al., 2005, 2008). Fluctuation level of the fluorescent intensity between the 43 450 probes was less than twofold for the original DNA library. The fluorescence intensity of each peak of the test sample was then normalized with that of the corresponding peak of the original library. After normalization of each pattern, the Cy5/Cy3 ratio was measured and plotted along the E. coli genome.

Extraction of metabolites

Samples for intracellular metabolite measurements were processed as described previously (Ohashi et al., 2008; Soga et al., 2003). The exponential-phase culture (OD600 0.5) was filtered under vacuum through a 0.4 μm pore size filter. Cells on the membrane filter were immediately washed with MilliQ water to remove extracellular components and then quickly immersed in 2 ml methanol containing 2.5 μM each of the internal standards, methionine sulfone, MES and d-camphor 10-sulfonic acid. Dishes containing filters were sonicated for 30 s to resuspend the cells. A 1.6 ml aliquot of the cell suspension was transferred to a tube, and mixed with 1.6 ml chloroform and 0.64 ml MilliQ water. After vortexing and centrifugation, the aqueous layer was recovered and clarified using Ultrafree-MC ultrafilter devices for Metabolome Analysis UFC3LCCNB-HMT (Millipore). After drying up, materials attached on the filter were dissolved in 25 μl MilliQ water and subjected to capillary electrophoresis time-of-flight MS (CE-TOF-MS) analysis.

Instrumentation and CE-TOF-MS conditions

CE-TOF-MS analysis was carried out using an Agilent CE system equipped with an Agilent 6210 TOF mass spectrometer, Agilent 1100 isocratic HPLC pump, Agilent G1603A CE-MS adaptor kit and Agilent G1607A CE-ESI (electrospray ionization)-MS sprayer kit (Agilent Technologies). The system was controlled by Agilent G2201AA ChemStation software for CE. Data acquisition was performed by Analyst QS 7222 software for Agilent TOF (Applied Biosystems and MDSSciex). Instrumental conditions for separations and detections of metabolites were as follows. The cationic metabolites were separated on a fused silica capillary (50 μm × 100 cm) using 1 M formic acid as the electrolyte with the voltage set at 30 kV. A solution of 50  % (v/v) methanol/water was delivered as the sheath liquid at a flow rate of 10 ml min 1 (Soga & Heiger, 2000; Soga et al., 2003). Separations of anionic metabolites and nucleotides were carried out on a COSMO(+)Capillary (Nacalai Tesque) using 50 mM ammonium acetate (pH 8.5) as the electrolyte. The applied voltage was set at − 30 kV. A solution of 5 mM ammonium acetate in 50  % (v/v) methanol/water was delivered as the sheath liquid (Soga et al., 2002; 2003). ESI-TOF-MS was conducted in the positive-ion mode (4000 V) for cationic metabolites, and the negative-ion mode (3500 V) for anionic metabolites and nucleotides. Dry nitrogen gas was maintained at 10 p.s.i. Exact mass data were acquired over a 50–1000 m/z range (Ohashi et al., 2008; Soga et al., 2006). The raw data obtained using CE-TOF-MS were processed with a proprietary software program, MasterHands, that provided noise-filtering, peak detection and integration of the peaks from sliced electropherograms and alignment of the migration time (Sugimoto et al., 2010). Absolute quantification was performed using metabolite standards for calibration. Under the conditions employed, the deviation of metabolite levels was < 10  % (Soga et al., 2006).

Phenotype MicroArray (PM) for the growth test

The PM assay was performed essentially according to the published methods (Bochner et al., 2001; Zhou et al., 2003) using Biolog PM plates (Biolog). E. coli BW25113 and JW0872 were grown overnight at 30 °C in M9/glucose (0.2  %). Cells were washed with IF-0 (inoculating fluid), and then resuspended in IF-0 for PM plates 1 and 2, in IF-0 containing 20 mM sodium succinate and 2 mM ferric citrate for PM plates 3–8, and in IF-10 containing 2.0 g tryptone, 1.0 g yeast extract and 1.0 g NaCl l–1 at a density corresponding to 85  % transmittance (OD420~0.12) using a 20 mm diameter tube. Tetrazolium violet was added at the final concentration of 0.01  %. The suspensions were then inoculated into the appropriate microplates PM1–10 for bacteria (Biolog) at a volume of 0.1 ml per well. The microplates were placed in an OmniLog instrument at 30 °C and monitored by OmniLog reader (Biolog) for colour change in the wells at 15 min intervals up to 72 h. Kinetic data were analysed with OmniLog-PM software. Each strain was tested at least twice.

Northern blot analysis

Total RNAs were extracted from exponentially growing E. coli cells (OD600 0.5) by the hot phenol method. RNA purity was checked by electrophoresis on 1.5  % agarose gel in the presence of formaldehyde followed by staining with methylene blue. Northern blot analysis was performed essentially as described previously (Shimada et al., 2007, 2011). DIG-labelled probes were prepared by PCR amplification using W3110 genomic DNA (50 ng) as template, DIG-11-dUTP (Roche) and dNTP as substrates, gene-specific forward and reverse primers, and Ex Taq DNA polymerase (TaKaRa). Total RNAs (1 mg) were incubated in formaldehyde-MOPS gel-loading buffer for 10 min at 65 °C for denaturation, subjected to electrophoresis on formaldehyde-containing 1.5  % agarose gel and then transferred to a nylon membrane (Roche). Hybridization was performed with a DIG easy Hyb system (Roche) at 50 °C overnight with a DIG-labelled probe. For detection of the DIG-labelled probe, the membrane was treated with anti-DIG-AP Fab fragments and CDP-Star (Roche), and the image was scanned with a LAS-4000 IR multi-colour imager (Fuji Film).


Search for Lrp-binding sequences by Genomic SELEX screening

In order to identify the whole set of target promoters, genes and operons under the direct control of Lrp, we performed Genomic SELEX screening (Shimada et al., 2005), in which purified His-tagged Lrp was mixed with a collection of E. coli genome fragments of 200–300 bp in length and Lrp-bound DNA fragments were affinity-isolated. As the specificity of target recognition of Lrp is known to change toward different directions, depending on the species of interacting amino acid effector (Hart & Blumenthal, 2011), in this study we carried out SELEX screening using 0.1 μM Lrp alone in the absence of effectors. Under these conditions, Lrp exists mainly in the monomer state as estimated from the known association constants, but a possible influence of the C-terminal His-tag addition on its multimerization is not ruled out. The list of DNA sequences thus identified should provide the basic set of regulation targets by Lrp alone. The original mixture of genomic DNA fragments formed smear bands on PAGE, but after two cycles of Genomic SELEX, DNA fragments with high affinity to Lrp were enriched, forming sharper bands on PAGE gels (data not shown). As a short-cut approach to identify the whole set of sequences recognized by Lrp, we subjected this isolated SELEX fragment mixture to DNA chip analysis using an E. coli tilling array (Shimada et al., 2008, 2011). In brief, the SELEX DNA fragments were labelled with Cy5 whilst the original DNA library was labelled with Cy3. The mixtures were then hybridized with the DNA tilling microarray (Oxford Gene Technology) and the fluorescence intensities bound on each probe were measured. For identification of Lrp-binding sites, the Cy5/Cy3 ratio was plotted along a total of 43 450 probes aligned on the array in the order of the E. coli genome (Fig. 1).

Fig. 1.
Lrp-binding sites on the E. coli K-12 genome identified by SELEX-chip. After two cycles of Genomic SELEX screening, a collection of Lrp-bound DNA fragments was subjected to SELEX-chip analysis using the tilling array of the E. coli K-12 genome (for details, ...

By setting a cut-off level of the Genomic SELEX pattern at 10 (Fig. 1), a total of 314 Lrp-binding peaks were identified, of which 228 (72  %) were within intergenic spacers and 86 (28  %) were inside ORF regions (Table 1). The Lrp-binding spacers could be classified into three groups: type A, spacers between bidirectional transcription units (78 spacers); type B, spacers upstream of one transcription unit, but downstream of another transcription unit (140 spacers); and type C (10 spacers), spacers downstream of both transcription units (Table 1). In the case of type A spacers, Lrp might regulate one or both of the transcription units, whilst Lrp bound within type B spacers should be involved in regulation of one-directional transcription. Up to the present time, we have performed SELEX-chip screening for >150 E. coli transcription factors (for a review, see Ishihama, 2012); some, but not always, showed binding within type C spacers, implying an as-yet unidentified regulatory role for this group of transcription factor binding. Likewise, the total of 86 Lrp-binding sites inside ORFs may play certain regulatory roles because the amount of transcription factor-binding sites inside ORFs varies depending on transcription factor species (Ishihama, 2012; Shimada et al., 2008).

Table 1.
SELEX-chip screening of Lrp-binding sequences: Lrp-binding sites on the E. coli genome.

Prediction of the regulation targets of Lrp

In prokaryotes, transcription factors generally bind near the promoter for effective interaction with promoter-bound RNA polymerase, and thus the target genes and promoters under the control of Lrp could be estimated based for the Lrp-binding sites within type A and type B spacers. Based on the location of Lrp-binding sites on the E. coli genome, we then predicted the set of regulation target genes and operons recognized by Lrp alone. The total number of Lrp regulation targets thus estimated ranged between a minimum of 218 (type A 78 plus type B 140) and a maximum of 296 (type A 156 plus type B 140) (Table 1; for details see Table S1, available in the online Supplementary Material). The total number of regulation targets of Lrp has been estimated to be ~130 based on ChIP-chip analysis (Cho et al., 2008) whilst the number of Lrp targets listed in RegulonDB is 43 (Salgado et al., 2006). The list of regulation targets predicted based on the SELEX screening covered 87 (67  %) of ChIP-chip data and 24 (60  %) of the RegulonDB list (Table 1). In order to avoid background noise, we set a rather high cut-off level at 10 (see Fig. 1) and, as a result, we failed to pick up some of the known targets, of which most could be recovered by setting the cut-off level at 3.0 (data not shown).

The total number of Lrp targets increased ~2.3-fold from 130 up to 296. The marked increase in the number of regulation targets has been identified for not only Lrp, but also most of the transcription factors so far examined by SELEX screening (Ishihama, 2010, 2012; Shimada et al., 2011). This increase was mainly attributable to the difference between in vitro estimation by SELEX and in vivo measurement by ChIP-chip. The binding in vivo of Lrp should be interfered by competitive binding by other DNA-binding proteins. In addition, the intracellular conditions were different from in vitro SELEX conditions, altogether influencing the Lrp–DNA interaction modes. Amongst the total of 296 candidate genes under the direct control of Lrp, 114 were related to the metabolism of amino acids (Table 3, type A plus type B lane). This value corresponded to 89  % of the hitherto identified genes involved in the synthesis and degradation of amino acids, in good agreement with the predicted regulatory functions of Lrp. A total of 261 transporter genes, including 43 transporters of amino acids, are listed in Genobase. After SELEX screening, a total of 84 transporter genes were found to be under the direct control of Lrp (Table 3, type A plus type B lane), of which 35 represented the genes for amino acid transporters (80  % of total amino acid transporters) (Table 2).

Table 2.
SELEX-chip screening of Lrp-binding sequences: Lrp regulon genes involved in transport and metabolism of amino acids
Table 3.
Lrp-binding sites on the E. coli genome

Search for the regulatory roles of Lrp: PM

After Genomic SELEX screening, we recognized a sudden and marked increase in the list of regulation targets of Lrp, indicating that Lrp plays as-yet unidentified regulatory roles in overall transcription of the E. coli genome. As an attempt to obtain insights into the regulatory role of Lrp, we performed a PM assay, which allows the detection of cell growth under a total of 960 culture conditions: the presence of 192 species of carbon source (PM plates 1 and 2), 96 species of nitrogen source (PM plate 3), 96 species of phosphorus and sulfur sources (PM plate 4), 96 species of nutrient supplement (PM plate 5), 288 chemicals as peptide nitrogen source (PM plates 6–8), 96 species of osmolyte (PM plate 9) and 96 different pH conditions (PM plate 10) (Bochner, 2009). We measured the growth of WT E. coli BW25113 and JW0872 (lrp single-gene deletion mutant of BW25113). The time-course of cell growth was monitored by measuring the cell density-dependent increase in respiration (Bochner et al., 2001). After 3 days of culture, the difference of growth between the WT and the lrp mutant was estimated by comparison of the growth curves (Fig. 2). Growth rates of the WT and lrp mutant were essentially the same in the absence of any additions (see microplate well 1 for each PM plate).

Fig. 2.
PM analysis of the Lrp mutant. PM analysis of E. coli WT BW25113 and its lrp mutant JW0872 was performed using the Biolog PM apparatus according to the procedure provided by the provider. Growth patterns of microplates PM1–10 are shown: PM1 and ...

The lrp mutant strain exhibited slower growth under a total of 59 conditions, of which 50 were in the presence of specific nitrogen sources, four in the presence of specific carbon sources, four in the presence of nutrient supplement and one at specific pH (marked in green for representative compounds in Fig. 2). It is noteworthy that the lrp mutant showed significantly reduced growth especially in the presence of Ala, Cys, Gly, Ser and Trp as a sole nitrogen source (Fig. 2, PM plate 3; for details, see Table S2) and some peptides such as Ala–Gly, Ala–Leu, Gly–Asn, Ala–His and Ala–Thr, each including one of these five amino acids (Fig. 2, indicated in green colour; see Table S2 for the entire list). Reduction of lrp mutant growth in the presence of Ser agrees with the previous observation (Ambartsoumian et al., 1994). In contrast, growth of the lrp mutant was slightly enhanced in the presence of dipeptides including Asp, Glu and Pro as a sole nitrogen source (Fig. 2, shown in red and Table S2). These results suggested that the function of Lrp was needed for utilization of some of these specific amino acids as sole nitrogen sources. In the simultaneous presence of NH4Cl, the addition of amino acids did not affect growth of the lrp mutant (Fig. 2, plate 5). One exception was the culture in the presence of both NH4Cl and Leu, in which growth of the lrp mutant was significantly reduced, indicating that excess of Leu specifically interferes with cell growth in the absence of Lrp.

Search for the physiological role of Lrp: metabolome analysis

Results of the PM analysis indicated that the intracellular composition of metabolites might be altered in the absence of Lrp. To test this prediction, we next carried out the metabolome analysis using CE-TOF-MS. For the cells grown in M9/glucose medium, a set of metabolites was measured for both the WT and lrp mutant strains. The overall metabolite profiles indicated a considerable variation in the intracellular concentrations of not only amino acids, but also some intermediate metabolites in the glycolysis/pentose phosphate pathways and tricarboxylic acid cycle (Fig. 3; for each metabolite see Fig. 4 and Table S3). The level of Gly, Phe, Tyr and Trp was markedly higher in the lrp mutant. In contrast, the level of Glu, Gln and Asp was lower in the lrp mutant. The changes in amino acid levels might be due to the regulation network of transcription factors for control of amino acid synthesis and utilization. For instance, the highly accumulated aromatic amino acids are all under the control of a single transcription factor, TyrR (regulator of aromatic amino acid synthesis). Likewise, transcription factors of the genes for amino acid metabolism, including AdiY and CysB (regulator of Cys synthesis), LeuO (regulator of Leu synthesis), and TdcA and TdcR (regulator of Thr synthesis), are all under the direct control of Lrp (Tables 3 and S1) and thus the expression of a number of genes involved in the metabolism of amino acids should be indirectly regulated in the absence of Lrp, leading to influence in the intracellular pool of respective amino acids.

Fig. 3.
Difference of intermediate metabolites between WT and lrp mutant. E. coli WT BW25113 and its lrp mutant JW0872 were cultured in M9/0.2  % glucose medium until OD600 0.2 and all the intracellular metabolites were extracted as described ...
Fig. 4.
Intracellular concentrations of major metabolites in WT and the lrp mutant. The intracellular concentrations of metabolites in WT BW25113 (black bar) and its lrp mutant JW0872 (white bar) were determined by CE-TOF-MS. Major metabolisms that showed different ...

The change in amino acid levels was interconnected with the changes in the level of intermediate metabolites of carbohydrate catabolism and energy metabolism. Some specific amino acids showed a reverse correlation between the influence on cell growth and the intercellular concentration. In the presence of some dipeptides, such as Glu and Pro, as a sole nitrogen source, the lrp mutant showed a higher rate of cell growth than the WT cells. The intracellular concentrations of Glu and Pro in the lrp mutant were lower than those in WT (compare Figs 2 and and3).3). These growth and metabolic behaviours indicate that effective availability of Glu and Pro in the lrp mutant cells resulted in the promotion of growth. However, in the presence of some other dipeptides, such as Gly and Trp, as a sole nitrogen source, the growth of the lrp mutant was slower than the WT and their intracellular concentrations were higher than the WT. The lower availability of these amino acids in the lrp mutant resulted in growth retardation and accumulation of amino acids. This reverse correlation implies that a group of amino acids closely linked to the metabolic pathways for the production of metabolic energy is preferentially utilized for the high growth rate of the lrp mutant, thereby showing decreased levels of their intracellular pools.

In the absence of Lrp, a marked change was also observed in the intracellular composition of not only amino acids, but also other metabolites (Fig. 3b–d). In particular, a marked difference was detected in the level of acetyl-CoA, a major source of the metabolic energy, and the key player in the degradation and synthesis of lipids and amino acids. The level of acetyl-CoA in the lrp mutant was 25-fold less than that in the WT cells (Fig. 4c). Likewise, the level of dihydroxyacetone phosphate, 1,3-bisphosphoglycerate, fructose 1,6-diphosphate, the intermediates of glycolysis, was lower in the lrp mutant (Fig. 4b). The observed metabolic changes support the prediction of the coordinated linkage of carbon metabolism with the alteration of amino acid metabolism. The reduction of CMP, CDP, CTP, GTP and UTP (Figs 3 and and4)4) might lead to the decrease in RNA synthesis in the lrp mutant.

Transcription regulation of the newly identified targets by Lrp

Results of the SELEX-chip screening supported the concept that Lrp is a global transcription regulator for the set of genes involved in transport, synthesis and degradation of amino acids. The results of the PM assay and metabolome analyses are both consistent with this concept. In addition, Lrp was found to be involved in regulation of the genes for the utilization of amino acids in the pathway of translation, such as tRNA, tRNA aminoacylation, rRNA and ribosomal proteins (Table 3; for details, see Table S1). E. coli carries a total of 23 genes for aminoacyl-tRNA synthetase. Up to the present time, regulation by Lrp has been recognized only for the lysU gene that encodes lysyl-tRNA synthetase (Gazeau et al., 1992), but no transcriptional regulators have been identified for the other 22 aminoacyl-tRNA synthetase genes [note that both GlyRS and PheRS are composed of two different subunits, and E. coli contains two forms (constitutive and inducible) of LysRS]. After the Genomic SELEX screening, Lrp was found to bind the promoter region of at least eight aminoacyl-tRNA synthetase genes (alaS, asnS, glnS, glyQ, pheS, serS, thrS and tyrS), implying the involvement of Lrp in transcription regulation of these genes.

In order to examine regulation in vivo of these aminoacyl-tRNA synthetase genes by Lrp, we performed Northern blot analysis for detection of mRNA from these genes. RNA samples were prepared from both E. coli WT BW25113 and the lrp mutant JW0872, and subjected to Northern blot analysis (Fig. 5). mRNA of lysU, the known target of Lrp, was virtually undetectable in the WT strain under the culture conditions employed, but a high level of lysU mRNA was detected in the lrp mutant strain, indicating strong repression of the lysU gene by Lrp. Next, we analysed the level of mRNAs for seven other aminoacyl-tRNA genes. The levels of serS, tyrS and thrS were low in WT cells, but increased in the lrp mutant, as in the case of lysU. mRNAs of other aminoacyl-tRNA genes were detected even in WT cells, but alaS mRNAs increased, albeit at low levels, in mutant cells. Thus, we concluded that Lrp participates in transcription regulation of at least eight aminoacyl-tRNA synthetase genes, of which expression of five aminoacyl-tRNA synthetase, including AlaRS, LysRS, SerRS, ThrRS and TyrRS, is repressed by Lrp. So far only minimal Lrp-dependent changes have been observed in the microarray analysis (Tani et al., 2002), which was, however, carried out in the cultures in the presence of Ile and Val addition. In general, Northern blot analysis gives a more accurate estimation of individual mRNA than microarray analysis.

Fig. 5.
Northern blot analysis of aminoacyl-tRNA synthetase mRNAs. WT BW25113 and its lrp mutant JW0872 were grown in M9/0.2  % glucose medium. Total RNA was prepared at the exponential phase and directly subjected to Northern blot analysis under ...


Regulatory roles of Lrp

After SELEX-chip screening, at least 296 regulation targets were identified for Lrp, resulting in an increase of ~2.3-fold. One group of the novel targets includes the genes for utilization of amino acids such as the genes encoding tRNA, aminoacyl-tRNA synthetase, rRNA and ribosomal proteins. Here, a total of eight aminoacyl-tRNA synthetase genes were identified to be under the direct control of Lrp, but this number increases by setting the cut-off level of SELEX pattern < 10 (Fig. 1). In the case of rRNA operons, all seven rRNA operons have been reported to be under the control of Lrp (Pul et al., 2005). In this study, only three were identified by setting the cut-off level at 10, but all seven known rRNA operons could be identified by setting the cut-off level at 3.0. The whole set of regulation targets herein identified indicates that Lrp senses the presence of nutritional conditions and regulates not only the transport and metabolism (synthesis and degradation) of amino acids, but also the utilization amino acids up to protein synthesis. It should be noted, however, that the selectivity of regulation targets by Lrp should be altered after interaction of an effector ligand.

E. coli contains as many as 300 species of transcription factors, each monitoring a specific factor or condition in the environment (Ishihama, 2010, 2012). The majority of E. coli transcription factors belong to the one-component signal transduction system, in which a single polypeptide contains both an effector-binding sensory domain and a DNA-binding domain. The activity of this group of transcription factors is controlled by a single species of the effector ligand, i.e. inducer or co-repressor. In some cases, the involvement of two effectors has been identified: allantoin and glyoxalate for AllR (Hasegawa et al., 2008), Arg and Lys for ArgP (Marbaniang & Gowrishankar, 2011), glyoxylate and pyruvate for IclR (Lorca et al., 2007), hypoxanthine and guanine for PurR (Houlberg & Jensen, 1983), and uracil and thymine for RutR (Shimada et al., 2007). Moreover, t activity control by more than three effectors has been recognized recently for a set of transcription factors such as CueR by Cu(II), Ag(II) and Au(II) (Ibanez et al., 2013), TyrR by Tyr, Trp and Phe (Pittard, 1996), and SdiA by three HSL analogues (Shimada et al., 2013). In this respect, Lrp is unique because its function is considered to be regulated at various levels by not only Leu, but also Ala, His, Ile, Met and Thr (Hart & Blumenthal, 2011). The next step in the research is to identify the whole set of regulation targets of Lrp in the presence of each effector ligand.

Hierarchy of the transcription factor network involving Lrp

In the collection of a total of 296 Lrp targets selected by SELEX-chip screening, a set of 21 transcription factor genes was identified, including the lrp gene itself (Fig. 6). Interestingly, the genes coding for local regulators of the genes for individual amino acids are under the control of Lrp, including AdiY (a regulator of Arg regulon), CysB (a regulator of the Cys regulon), GadW (a regulator of Glu regulon), LeuO (a regulator of Leu regulon), TdcA and TdcR (regulators of the Thr and Ser regulons), and TyrR (a regulator of Tyr regulon) (Fig. 6, filled symbols). AdiY and GadW are also involved in expression of the low pH response genes for control of intracellular pH by using Arg and Glu, respectively (Ma et al., 2002; Stim-Herndon et al., 1996). LeuO is another Leu-sensing global regulator that controls ~140 targets, of which most are involved in anti-silencing against the H-NS silencer (Shimada et al., 2011).

Fig. 6.
Network of transcription factors (TFs) involving Lrp. After SELEX-chip screening, a total of 23 transcription factors were indicated to be under the direct control of Lrp, altogether forming a big network, in which Lrp is located on the top of the hierarchy. ...

In addition to these amino acid-related transcription factors, Lrp was found to regulate a total of 15 transcription factors (Fig. 6, grey symbols), which are involved in the stress-response and life-style selection of E. coli, such as GadW for acid response, YedW for copper and peroxide response, EnvR for response to drugs, QseB for quorum sensing, BluR for biofilm formation, and MatA and SlyA for planktonic growth. Thus, the life style of E. coli under these transcription factors is also under the control of Lrp, which monitors the nutritional conditions in the environment. Lrp is located upstream of this hierarchic network including these two groups of transcription factors, thereby regulating a large number of genes indirectly besides the total of ~300 direct targets.


The authors acknowledge Ayako Kori and Kayoko Yamada of Hosei University and Biomaterial Analysis Center, Technical Department of Tokyo Institute of Technology for technical supports. This research was supported by a Grant-in-Aid from the Institute for Fermentation, Osaka and Grant-in-Aid for Young Scientists (B) (24710214) to T.S., and Ministry of Education, Culture, Sports, Science and Technology of Japan (MEXT) Grants-in-Aid for Scientific Research (A) (21241047), (B) (18310133) and (C) (25430173) to A.I., and the MEXT-Supported Program for the Strategic Research Foundation at Private Universities 2008–2014 (S0801037) and Network Joint Research Center for Materials and Devices to T.S., N.S., M.M., A.I. and K.T.

Supplementary Data


Supplementary Data



capillary electrophoresis
electrospray ionization
leucine-responsive regulatory protein
Phenotype MicroArray
RNA polymerase


  • Ali Azam T., Iwata A., Nishimura A., Ueda S., Ishihama A. (1999). Growth phase-dependent variation in protein composition of the Escherichia coli nucleoid J Bacteriol 1816361–6370 . [PMC free article] [PubMed]
  • Ambartsoumian G., D'Ari R., Lin R.T., Newman E.B. (1994). Altered amino acid metabolism in lrp mutants of Escherichia coli K12 and their derivatives Microbiology 1401737–1744.10.1099/13500872-140-7-1737 [PubMed] [Cross Ref]
  • Anderson J.J., Quay S.C., Oxender D.L. (1976). Mapping of two loci affecting the regulation of branched-chain amino acid transport in Escherichia coli K-12 J Bacteriol 12680–90. [PMC free article] [PubMed]
  • Baba T., Ara T., Hasegawa M., Takai Y., Okumura Y., Baba M., Datsenko K.A., Tomita M., Wanner B.L., Mori H. (2006). Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection Mol Syst Biol 20008..10.1038/msb4100050 [PMC free article] [PubMed] [Cross Ref]
  • Berthiaume F., Crost C., Labrie V., Martin C., Newman E.B., Harel J. (2004). Influence of l-leucine and l-alanine on Lrp regulation of foo, coding for F1651, a Pap homologue J Bacteriol 1868537–8541.10.1128/JB.186.24.8537-8541.2004 [PMC free article] [PubMed] [Cross Ref]
  • Bochner B.R. (2009). Global phenotypic characterization of bacteria FEMS Microbiol Rev 33191–205.10.1111/j.1574-6976.2008.00149.x [PMC free article] [PubMed] [Cross Ref]
  • Bochner B.R., Gadzinski P., Panomitros E. (2001). Phenotype microarrays for high-throughput phenotypic testing and assay of gene function Genome Res 111246–1255.10.1101/gr.186501 [PubMed] [Cross Ref]
  • Brinkman A.B., Ettema T.J.G., de Vos W.M., van der Oost J. (2003). The Lrp family of transcriptional regulators Mol Microbiol 48287–294.10.1046/j.1365-2958.2003.03442.x [PubMed] [Cross Ref]
  • Calvo J.M., Matthews R.G. (1994). The leucine-responsive regulatory protein, a global regulator of metabolism in Escherichia coli Microbiol Rev 58466–490. [PMC free article] [PubMed]
  • Chen S., Calvo J.M. (2002). Leucine-induced dissociation of Escherichia coli Lrp hexadecamers to octamers J Mol Biol 3181031–1042.10.1016/S0022-2836(02)00187-0 [PubMed] [Cross Ref]
  • Chen S., Hao Z., Bieniek E., Calvo J.M. (2001a). Modulation of Lrp action in Escherichia coli by leucine: effects on non-specific binding of Lrp to DNA J Mol Biol 3141067–1075.10.1006/jmbi.2000.5209 [PubMed] [Cross Ref]
  • Chen S., Rosner M.H., Calvo J.M. (2001b). Leucine-regulated self-association of leucine-responsive regulatory protein (Lrp) from Escherichia coli J Mol Biol 312625–635.10.1006/jmbi.2001.4955 [PubMed] [Cross Ref]
  • Cho B.K., Barrett C.L., Knight E.M., Park Y.S., Palsson B.O. (2008). Genome-scale reconstruction of the Lrp regulatory network in Escherichia coli Proc Natl Acad Sci U S A 10519462–19467.10.1073/pnas.0807227105 [PubMed] [Cross Ref]
  • Datsenko K.A., Wanner B.L. (2000). One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products Proc Natl Acad Sci U S A 976640–6645.10.1073/pnas.120163297 [PubMed] [Cross Ref]
  • de los Rios S., Perona J.J. (2007). Structure of the Escherichia coli leucine-responsive regulatory protein Lrp reveals a novel octameric assembly J Mol Biol 3661589–1602.10.1016/j.jmb.2006.12.032 [PMC free article] [PubMed] [Cross Ref]
  • Ernsting B.R., Atkinson M.R., Ninfa A.J., Matthews R.G. (1992). Characterization of the regulon controlled by the leucine-responsive regulatory protein in Escherichia coli J Bacteriol 1741109–1118. [PMC free article] [PubMed]
  • Gazeau M., Delort F., Dessen P., Blanquet S., Plateau P. (1992). Escherichia coli leucine-responsive regulatory protein (Lrp) controls lysyl-tRNA synthetase expression FEBS Lett 300254–258.10.1016/0014-5793(92)80857-D [PubMed] [Cross Ref]
  • Haney S.A., Platko J.V., Oxender D.L., Calvo J.M. (1992). Lrp, a leucine-responsive protein, regulates branched-chain amino acid transport genes in Escherichia coli J Bacteriol 174108–115. [PMC free article] [PubMed]
  • Hart B.R., Blumenthal R.M. (2011). Unexpected coregulator range for the global regulator Lrp of Escherichia coliProteus mirabilis J Bacteriol 1931054–1064.10.1128/JB.01183-10 [PMC free article] [PubMed] [Cross Ref]
  • Hasegawa A., Ogasawara H., Kori A., Teramoto J., Ishihama A. (2008). The transcription regulator AllR senses both allantoin and glyoxylate and controls a set of genes for degradation and reutilization of purines Microbiology 1543366–3378.10.1099/mic.0.2008/020016-0 [PubMed] [Cross Ref]
  • Houlberg U., Jensen K.F. (1983). Role of hypoxanthine and guanine in regulation of Salmonella typhimuriumpur gene expression J Bacteriol 153837–845. [PMC free article] [PubMed]
  • Hung S.P., Baldi P., Hatfield G.W. (2002). Global gene expression profiling in Escherichia coli K12. The effects of leucine-responsive regulatory protein J Biol Chem 27740309–40323.10.1074/jbc.M204044200 [PubMed] [Cross Ref]
  • Ibanez M.M., Cerminati S., Checa S.K., Soncini F.C. (2013). Dissecting the metal selectivity of MerR monovalent metal ion sensors in Salmonella J Bacteriol 1953084–3092. [PMC free article] [PubMed]
  • Ishihama A. (2009). The nucleoid: an overview. In EcoSal – Escherichia coli and Salmonella: Cellular and Molecular Biology. Edited by Böck A., Curtiss R. III, Kaper J. B., Karp P. D., Neidhardt F. C., Nystrom T., Slauch J. M., Squires C. L., Ussery D., editors. Washington, DC: American Society for Microbiology; .10.2183/pjab.88.485 [Cross Ref]
  • Ishihama A., Kori A., Koshio E., Yamada K., Maeda H., Shimada T., Makinoshima H., Iwata A., Fujita N. (2014). Intracellular concentrations of 65 species of transcription factors with known regulatory functions in Escherichia coli J Bacteriol 1962718–2727.10.1128/JB.01579-14 [PMC free article] [PubMed] [Cross Ref]
  • Kim S.H., Schneider B.L., Reitzer L. (2010). Genetics and regulation of the major enzymes of alanine synthesis in Escherichia coli J Bacteriol 1925304–5311.10.1128/JB.00738-10 [PMC free article] [PubMed] [Cross Ref]
  • Lin R., D'Ari R., Newman E.B. (1992). λ placMu insertions in genes of the leucine regulon: extension of the regulon to genes not regulated by leucine J Bacteriol 1741948–1955. [PMC free article] [PubMed]
  • Lorca G.L., Ezersky A., Lunin V.V., Walker J.R., Altamentova S., Evdokimova E., Vedadi M., Bochkarev A., Savchenko A. (2007). Glyoxylate and pyruvate are antagonistic effectors of the Escherichia coli IclR transcriptional regulator J Biol Chem 28216476–16491.10.1074/jbc.M610838200 [PubMed] [Cross Ref]
  • Ma Z., Richard H., Tucker D.L., Conway T., Foster J.W. (2002). Collaborative regulation of Escherichia coli glutamate-dependent acid resistance by two AraC-like regulators, GadX and GadW (YhiW) J Bacteriol 1847001–7012.10.1128/JB.184.24.7001-7012.2002 [PMC free article] [PubMed] [Cross Ref]
  • Marbaniang C.N., Gowrishankar J. (2011). Role of ArgP (IciA) in lysine-mediated repression in Escherichia coli J Bacteriol 1935985–5996.10.1128/JB.05869-11 [PMC free article] [PubMed] [Cross Ref]
  • Martin C. (1996). The clp (CS31A) operon is negatively controlled by Lrp, ClpB, and l-alanine at the transcriptional level Mol Microbiol 21281–292.10.1046/j.1365-2958.1996.00651.x [PubMed] [Cross Ref]
  • Newman E.B., Lin R. (1995). Leucine-responsive regulatory protein: a global regulator of gene expression in E. coli Annu Rev Microbiol 49747–775.10.1146/annurev.mi.49.100195.003531 [PubMed] [Cross Ref]
  • Newman E.B., D'Ari R., Lin R.T. (1992). The leucine-Lrp regulon in E. coli: a global response in search of a raison d'être Cell 68617–619.10.1016/0092-8674(92)90135-Y [PubMed] [Cross Ref]
  • Ohashi Y., Hirayama A., Ishikawa T., Nakamura S., Shimizu K., Ueno Y., Tomita M., Soga T. (2008). Depiction of metabolome changes in histidine-starved Escherichia coli by CE-TOFMS Mol Biosyst 4135–147.10.1039/B714176A [PubMed] [Cross Ref]
  • Pittard J. (1996). The various strategies within the TyrR regulation of Escherichia coli to modulate gene expression Genes Cells 1717–725.10.1111/j.1365-2443.1996.tb00012.x [PubMed] [Cross Ref]
  • Platko J.V., Calvo J.M. (1993). Mutations affecting the ability of Escherichia coli Lrp to bind DNA, activate transcription, or respond to leucine J Bacteriol 1751110–1117. [PMC free article] [PubMed]
  • Pul U., Wurm R., Lux B., Meltzer M., Menzel A., Wagner R., LRP N.S. (2005). cooperative partners for transcription regulation at Escherichia coli rRNA promoters Mol Microbiol 58864–876.10.1111/j.1365-2958.2005.04873.x [PubMed] [Cross Ref]
  • Roesch P.L., Blomfield I.C. (1998). Leucine alters the interaction of the leucine-responsive regulatory protein (Lrp) with the fim switch to stimulate site-specific recombination in Escherichia coli Mol Microbiol 27751–761.10.1046/j.1365-2958.1998.00720.x [PubMed] [Cross Ref]
  • Salgado H., Gama-Castro S., Peralta-Gil M., Díaz-Peredo E., Sánchez-Solano F., Santos-Zavaleta A., Martínez-Flores I., Jiménez-Jacinto V., Bonavides-Martínez C., other authors (2006). RegulonDB (version 5.0): Escherichia coli K-12 transcriptional regulatory network, operon organization, and growth conditions Nucleic Acids Res 34D394–D397.10.1093/nar/gkj156 [PMC free article] [PubMed] [Cross Ref]
  • Shimada T., Fujita N., Maeda M., Ishihama A. (2005). Systematic search for the Cra-binding promoters using genomic SELEX system Genes Cells 10907–918.10.1111/j.1365-2443.2005.00888.x [PubMed] [Cross Ref]
  • Shimada T., Hirao K., Kori A., Yamamoto K., Ishihama A. (2007). RutR is the uracil/thymine-sensing master regulator of a set of genes for synthesis and degradation of pyrimidines Mol Microbiol 66744–757.10.1111/j.1365-2958.2007.05954.x [PubMed] [Cross Ref]
  • Shimada T., Ishihama A., Busby S.J.W., Grainger D.C. (2008). The Escherichia coli RutR transcription factor binds at targets within genes as well as intergenic regions Nucleic Acids Res 363950–3955.10.1093/nar/gkn339 [PMC free article] [PubMed] [Cross Ref]
  • Shimada T., Bridier A., Briandet R., Ishihama A. (2011). Novel roles of LeuO in transcription regulation of E. coli genome: antagonistic interplay with the universal silencer H-NS Mol Microbiol 82378–397.10.1111/j.1365-2958.2011.07818.x [PubMed] [Cross Ref]
  • Shimada K., Ogasawara H., Yamada K., Shimura M., Kori A., Shimada T., Yamanaka Y., Yamamoto K., Ishihama A. (2013). Screening of promoter-specific transcription factors: multiple regulators for the sdiA gene involved in cell division control and quorum sensing Microbiology 1592501–2512.10.1099/mic.0.067538-0 [PubMed] [Cross Ref]
  • Shimada T., Shimada K., Matsui M., Kitai Y., Igarashi J., Suga H., Ishihama A. (2014). Roles of cell division control factor SdiA: recognition of quorum sensing signals and modulation of transcription regulation targets Genes Cells 19405–418.10.1111/gtc.12139 [PubMed] [Cross Ref]
  • Soga T., Heiger D.N. (2000). Amino acid analysis by capillary electrophoresis electrospray ionization mass spectrometry Anal Chem 721236–1241.10.1021/ac990976y [PubMed] [Cross Ref]
  • Soga T., Ueno Y., Naraoka H., Ohashi Y., Tomita M., Nishioka T. (2002). Simultaneous determination of anionic intermediates for Bacillus subtilis metabolic pathways by capillary electrophoresis electrospray ionization mass spectrometry Anal Chem 742233–2239.10.1021/ac020064n [PubMed] [Cross Ref]
  • Soga T., Ohashi Y., Ueno Y., Naraoka H., Tomita M., Nishioka T. (2003). Quantitative metabolome analysis using capillary electrophoresis mass spectrometry J Proteome Res 2488–494.10.1021/pr034020m [PubMed] [Cross Ref]
  • Soga T., Baran R., Suematsu M., Ueno Y., Ikeda S., Sakurakawa T., Kakazu Y., Ishikawa T., Robert M., other authors (2006). Differential metabolomics reveals ophthalmic acid as an oxidative stress biomarker indicating hepatic glutathione consumption J Biol Chem 28116768–16776.10.1074/jbc.M601876200 [PubMed] [Cross Ref]
  • Stim-Herndon K.P., Flores T.M., Bennett G.N. (1996). Molecular characterization of adiY, a regulatory gene which affects expression of the biodegradative acid-induced arginine decarboxylase gene (adiA) of Escherichia coli Microbiology 1421311–1320.10.1099/13500872-142-5-1311 [PubMed] [Cross Ref]
  • Sugimoto M., Wong D.T., Hirayama A., Soga T., Tomita M. (2010). Capillary electrophoresis mass spectrometry-based saliva metabolomics identified oral, breast and pancreatic cancer-specific profiles Metabolomics 678–95.10.1007/s11306-009-0178-y [PMC free article] [PubMed] [Cross Ref]
  • Tani T.H., Khodursky A., Blumenthal R.M., Brown P.O., Matthews R.G. (2002). Adaptation to famine: a family of stationary-phase genes revealed by microarray analysis Proc Natl Acad Sci U S A 9913471–13476.10.1073/pnas.212510999 [PubMed] [Cross Ref]
  • Willins D.A., Ryan C.W., Platko J.V., Calvo J.M. (1991). Characterization of Lrp, and Escherichia coli regulatory protein that mediates a global response to leucine J Biol Chem 26610768–10774. [PubMed]
  • Yamamoto K., Hirao K., Oshima T., Aiba H., Utsumi R., Ishihama A. (2005). Functional characterization in vitro of all two-component signal transduction systems from Escherichia coli J Biol Chem 2801448–1456.10.1074/jbc.M410104200 [PubMed] [Cross Ref]
  • Zhi J., Mathew E., Freundlich M. (1998). In vitroin vivo characterization of three major dadAX promoters in Escherichia coli that are regulated by cyclic AMP-CRP and Lrp Mol Gen Genet 258442–447.10.1007/s004380050754 [PubMed] [Cross Ref]
  • Zhi J., Mathew E., Freundlich M. (1999). Lrp binds to two regions in the dadAX promoter region of Escherichia coli to repress and activate transcription directly Mol Microbiol 3229–40.10.1046/j.1365-2958.1999.01314.x [PubMed] [Cross Ref]
  • Zhou L., Lei X.H., Bochner B.R., Wanner B.L. (2003). Phenotype microarray analysis of Escherichia coli K-12 mutants with deletions of all two-component systems J Bacteriol 1854956–4972.10.1128/JB.185.16.4956-4972.2003 [PMC free article] [PubMed] [Cross Ref]

Articles from Microbial Genomics are provided here courtesy of Microbiology Society