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Strength and Regulation of Seven rRNA Promoters in Escherichia coli

  • Michihisa Maeda,

    Affiliation Meiji University, Faculty of Agriculture Chemistry, Kawasaki, Kanagawa 214–8571, Japan

  • Tomohiro Shimada,

    Affiliations Chemical Resources Laboratory, Tokyo Institute of Technology, Nagatsuda, Yokohama 226–8503, Japan, Research Center for Micro-Nano Technology, Hosei University, Koganei, Tokyo 184–8584, Japan

  • Akira Ishihama

    aishiham@hosei.ac.jp

    Affiliation Research Center for Micro-Nano Technology, Hosei University, Koganei, Tokyo 184–8584, Japan

Abstract

The model prokaryote Escherichia coli contains seven copies of the rRNA operon in the genome. The presence of multiple rRNA operons is an advantage for increasing the level of ribosome, the key apparatus of translation, in response to environmental conditions. The complete sequence of E. coli genome, however, indicated the micro heterogeneity between seven rRNA operons, raising the possibility in functional heterogeneity and/or differential mode of expression. The aim of this research is to determine the strength and regulation of the promoter of each rRNA operon in E. coli. For this purpose, we used the double-fluorescent protein reporter pBRP system that was developed for accurate and precise determination of the promoter strength of protein-coding genes. For application of this promoter assay vector for measurement of the rRNA operon promoters devoid of the signal for translation, a synthetic SD sequence was added at the initiation codon of the reporter GFP gene, and then approximately 500 bp-sequence upstream each 16S rRNA was inserted in front of this SD sequence. Using this modified pGRS system, the promoter activity of each rrn operon was determined by measuring the rrn promoter-directed GFP and the reference promoter-directed RFP fluorescence, both encoded by a single and the same vector. Results indicated that: the promoter activity was the highest for the rrnE promoter under all growth conditions analyzed, including different growth phases of wild-type E. coli grown in various media; but the promoter strength of other six rrn promoters was various depending on the culture conditions. These findings altogether indicate that seven rRNA operons are different with respect to the regulation mode of expression, conferring an advantage to E. coli through a more fine-tuned control of ribosome formation in a wide range of environmental situations. Possible difference in the functional role of each rRNA operon is also discussed.

Introduction

Bacteria carry a sophisticated genetic system to optimize the cell growth rate in response to environmental conditions. Growth rate is closely related to the level of ribosome synthesis, the key apparatus of protein synthesis. The number of ribosomes per cell in a growing bacterial cell increases in direct proportion to the growth rate [1,2]. The number of ribosomes per cell is proportional to the growth rate to satisfy the cells demand for protein synthesis [3]. In fast growing E. coli cells, there are as many as 70,000 ribosomes per cell, while at lower growth rates, this number is reduced to less than 20,000 [4]. The intracellular level of RNA polymerase, the key apparatus of transcription, correlates the ribosome level [5,6].

Ribosomes are composed of 3 species of rRNA (16S, 23S and 5S rRNA) and a total of 22 species of ribosomal protein (r-proteins) for 30S ribosome and 35 species of r-proteins for 50S ribosomes. The syntheses of 3 rRNA species and all r-protein species are generally coordinated for efficient assembly of ribosomes. The genome of Escherichia coli K-12 W3110 contains seven rRNA operons, which are similar in the gene organization [7,8], each consisting of tandem promoters (P1 and P2), 16S rRNA gene, tRNA genes (tRNAIle and tRNAAla genes in the rrnA, rrnE and rrnH operons); and tRNAGlt gene in the rrnB, rrnC, rrnD and rrnG genes); 23S rRNA genes; 5S rRNA gene; and at 3’ termini, tRNAThr gene in the rrnD and tRNAAsp gene in the rrnH operon, respectively [9] (Fig 1). Each of the seven rRNA operons is transcribed from two promoters, upstream P1 and downstream P2, which are separated by approximately 120 bp in length [9]. P1 plays a major role in high-level synthesis of rRNA during exponential growth in nutrient-rich media while P2 accounts for basal-level synthesis of rRNA at low growth rate and in stationary phase of cell growth. Both cis-acting elements (AT-rich ‘UP element’ and GC-rich ‘discriminator’) within the promoter region and trans-acting protein factors (Fis, H-NS, Lrp and DksA) are involved in the regulation of rRNA synthesis [10,11,12]. In addition, two nucleotide factors, ‘alamone’ ppGpp (and pppGpp) [1315] and ‘initiating nucleotide’ iNTPs [16], participate in this regulation [10,12,17].

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Fig 1. Gene organization of seven rrn operons in the E. coli K-12 genome.

Seven rRNA operons exist in more than 2,000 E. coli strains so far sequenced [39]. Two K-12 strains, MG1655 [7] and W3110 [8], are widely used as the model E. coli strains. Strain W3110 carries an inversion between rrnD and rrnE operons [A], but the direction of transcription for all seven rrn operons are the same with that of DNA replication in both strains. The order of rRNA organization in seven rrn operons are the same, but each rrn operon contains one to three different tRNA genes [B]. Details are described in text.

https://doi.org/10.1371/journal.pone.0144697.g001

Even though the sequences of seven rrn operons are almost identical, significant difference exists in the promoter sequence between seven tRNA operons, and the rRNA sequences encoded by seven rrn operons include operon-specific minor difference (see Discussion). Seven rrn operons in E. coli are located in noncontiguous sites around the genome and are transcribed in the same direction of genome replication [18]. The redundancy of rRNA operons in E. coli is considered to have evolved to support the high levels of ribosome production necessary for rapid growth rates [9,19,20]. All seven rRNA operons are needed for optimal adaptation to changing physiological conditions [21]. After systematic approaches of making E. coli strains with deletion of rRNA operons [22,23], the level of growth reduction was found to correlate with the deleted number of rRNA operons. The presence of even a single rRNA operon on the genome is able to produce as much as 56% of wild-type levels of rRNA [23]. The correlation between the number of rrn operons and the rate of cell growth was also confirmed by using a set of engineered rRNA opeon copy-number variants [24]. These findings indicated that E. coli harbors an excessive level of ribosomes, keeping a certain level of ribosome storage. In fact, unused ribosomes are stored in inactive forms by forming ribosome dimers after interaction with dimerization factors such as ribosome modulation factor RMF [25].

The seven rRNA copies have long been believed to be identical in the structure and function. This concept was challenged after analysis of the expression mode of seven rRNA operons in E. coli. Initial attempts were made to estimate the difference in the promoter activity of each rRNA operon using the protein reporter systems. Condon et al. [26] analyzed CAT (chloramphenicol acetyl transferase) expression by rRNA promoter-cat operon fusions while Hirvonen et al. [27] analyzed expression of rRNA promoter-lacZ operon fusion. Since RNA genes lack the signal for translation, the reporter gene-associated SD sequence was used for expression of the reporter proteins in these studies. Nevertheless, these pioneering studies suggested the growth rate- and growth phase-dependent difference in the expression pattern between seven rRNA operons.

Here we demonstrate the intrinsic characteristics for seven rRNA promoters by using the two fluorescent protein (GFP/RFP) reporter system, that was developed for accurate measurement the promoter strength and regulation of protein-coding genes [28]. Approximately 500 bp-long segment upstream from 5’ end of 16S rRNA was inserted, after addition of SD sequence for reporter translation, into this pBRP promoter assay vector yielding the improved vector pBRS to be used for the promoter assay of RNA genes. These direct fusions between each rRNA promoter-GFP coding sequence, a kind of translational fusion, allowed more accurate estimation of the strength and regulation of rRNA promotors. Results herein described indicate that: the promoter activity is maximum for the rrnE operon; but the order of promoter strength between other six rrn operon promoters is different depending on the growth conditions. The molecular basis of the difference in promoter strength and regulation is discussed in relation of possible difference in the physiological role of each rrn operon.

Results

Construction of the promoter assay system for all seven rRNA operons

E. coli contains a total of seven rRNA operons, of which five (rrnC, rrnA, rrnB, rrnE and rrnH on this order from the replication origin) are in clockwise direction and two (rrnD and rrnG) in anti-clockwise direction (Fig 1). All seven rRNA operons contain tRNA genes: both Ile-tRNA and Ala-tRNA genes within spacer between 16S and 23S rRNA genes for rrnA, rrnE and rrnH operons; one Glu-tRNA gene between 16S and 23S rRNA genes for rrnB, rrnC, rrnD and rrnG rRNA operons. In addition, downstream of 23S rRNA gene, one Thr-tRNA gene in the rrnD operon and one Ala-tRNA gene in the rrnH operon. The Glu tRNA gene is not present outside the rrn operons, implying that one evolutionary force for maintenance of the rrnB, rrnC, rrnD and rrnG operons is the inclusion of Glu-tRNA gene within these composite rrn operons.

On each rRNA promoter, three to five Fis-binding sites have been proposed (Fig 2). To confirm these proposals, we analyzed the number of Fis-binding sites along each 500 bp-long rRNA promoter segment. Based on the gel shift assay, the number of Fis-binding sites on rrnA, rrnb, rrnC, rrnD and rrnH were estimated to be the same as reported [27], but that on rrnE increased from 5 to more than 8, and that on rrnG increased from 3 to more than 6 (Fig 3). Based on the gel shift pattern, the apparent increase in Fis-binding sites on these two promoters was suggested to be attributable to the cooperative binding of Fis at high protein concentrations.

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Fig 2. Promoter-region sequences of seven rrn operons used for construction of the promoter assay vectors.

For construction of the promoter assay vectors of rrn operons, a total of approximately 500 bp-long sequence upstream from 5’ terminus of 16S rRNA gene, as indicated above each DNA lane, were PCR-amplified using specific set of primers (for primer sequences see S1 Table) and inserted into pGRS vector, a modified form of pGRP [28], containing an SD sequence at the junction of GRF-coding sequence. Open box and closed boxes on each probe represent the relative location of UP element and predicted Fis-binding sites, respectively (see Fig 8). Triangles downstream of the UP element indicate two promoters, upstream P1 and downstream P2. The number of Fis sites on the rrnE promoter was suggested to be more than those hitherto identified (see Fig 3). The whole length used for the construction of pGRS vector is described in parenthesis at right-side end of each lane.

https://doi.org/10.1371/journal.pone.0144697.g002

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Fig 3. Gel shift assay of Fis binding to promoter DNA probes of seven rrn operons.

Gel shift assay of Fis-binding sites was performed under the standard procedure as described in Materials and Methods using each of seven rrn promoter probes as shown in Fig 2 and increasing amounts of purified Fis protein. With the rrnE and rrnG promoters, Fis exhibited high-level of cooperative binding, forming multiple ladders.

https://doi.org/10.1371/journal.pone.0144697.g003

Previously we constructed the quantitative promoter assay systems using GFP-RFP two-fluorescent protein reporters [28]. For measurement of RNA promoter strength without SD sequence for translation, we modified the original pGRP vector by adding a SD sequence prior to the coding sequence of GFP (Fig 4). This newly constructed pGRS vector (the modified pGRP with SD sequence added) was used in this study for measurement of the strength and regulation of rRNA promoters. Approximately 500 bp-long sequence upstream the initiation site of each rrn promoter (see Fig 2) was cloned into pGRS vector between BglII and EcoRI sites so as to insert them prior to the SD sequence. The resulting pGRS series vectors (pGRS-rrnA to pGRS-rrnH) (Table 1) allowed the detection of strength of each rrn promoter by measuring the relative level of GFP and RFP expression levels (Fig 4).

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Fig 4. Map of the two-fluorescent reporter vector for the promoter assay of seven rrn operons.

For determination of the promoter strength and regulation of seven rrn operons, approximately 500 bp-long DNA fragments (indicated by blue; for details see Fig 2) covering each of the rrn promoters, as shown in Fig 2, were PCR-amplified and inserted into pGRS vector (the modified version of pGRP vector with an inserted SD sequence (indicated by yellow).

https://doi.org/10.1371/journal.pone.0144697.g004

Growth phase-coupled changes in the promoter activity of seven rRNA operons

Using the newly developed vectors for the assay of RNA promoters thus constructed, we first determined growth phase-dependent changes in the promoter activity of each rRNA operon. Each of seven pGRS vectors was transformed into wild-type E. coli K-12 W3110 A-type with the intact rpoS gene [29]. A reference vector pGRS-lacUV5 with lacUV5 promoter inserted prior to both GFP and RFP coding sequences was also transformed into E. coli W3110. Transformants were grown in LB and the levels of GFP and RFP fluorescence were measured at every hour up to 30 hr (Fig 5A). The expression level of RFP under the control of lacUV5 stayed almost constant throughout growth phases as measured using GFP/RFP ratio in good agreement with the systematic measurement of promoter activity using the original pGRP vector [28]. To cancel possible fluctuation of the plasmid copy numbers, the level of rRNA promoter-directed expression of GFP was calculated by measuring the ratio of GFP (under the direction of test rRNA promoter) and RFP (under the direction of reference lacUV5 promoter). The level of promoter activity was the highest in the exponential growth phase at 2 hr after inoculation of the preculture to fresh media for all seven rRNA promoters and then decreased upon entry into stationary phase. The high-level activity of rrn promoters agrees with the high-level production of ribosomes in growing phase. The rate of decrease in promoter activity was relatively slow for pGRS-rrnC (rrnC promoter) and pGRS-rrnE (rrnE promoter), and thus the GFP fluorescence still remained at detectable levels even at 20 and 30 hr after inoculation of the over-night preculture to a fresh medium.

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Fig 5. Growth phase-dependent variation of the promoter activity of seven rrn operons: LB and M9-Glc-CA growth.

Promoter activity of seven rrn operons was determined using a series of pGRS vector, two fluorescent reporter assay vectors (for the plasmid map see Fig 4), which were transformed into E. coli W3110 type-A. Transformants were grown at 37°C in LB (red) and M9+glucose+casamino acids (green). The growth curve (dotted lines) was determined by measuring turbidity the promoter activity (straight lines) was determined by measuring the fluorescent intensity and is shown as the relative values with the reference of lacUV5-directed activity. Purple symbols and lines represent the lacUV5 promoter-directed GFP level that was set at 1.0.

https://doi.org/10.1371/journal.pone.0144697.g005

Growth rate-coupled changes in the promoter activity of seven rRNA operons

The level of rrn promoter activity was then compared for cells growing at different rates. For this purpose, transformants carrying each pGRS vector were grown in four different media: a) LB (Luria-broth); b) M9-0.4% glucose plus casamino acid; c) M9-0.4% glucose; and d) M9-0.4% glycerol. The growth rates were: 1.8–1.9 doublings per hr (a); 1.3–1.35 doublings per hr (b); 0.6–0.65 doublings per hr (c); and 0.4–0.45 doublings per hr (d), respectively. For each culture, the promoter activity was measured as the relative value to that of reference lacUV5 promoter-directed activity (purple line for each panel in Figs 57) at various times up to 30 hr after inoculation of the preculture to each fresh medium.

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Fig 6. Growth phase-dependent variation of the promoter activity of seven rrn operons: LB and M9-Glc growth.

Promoter activity of seven rrn operons was determined for the culture grown in LB (red) and M9-glucose (orange) media. Growth curve and promoter activity were measured as in Fig 5, and are shown in red (LB) and orange (M9-Glc).

https://doi.org/10.1371/journal.pone.0144697.g006

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Fig 7. Growth phase-dependent variation of the promoter activity of seven rrn operons: LB and M9-Gly growth.

Promoter activity of seven rrn operons was determined for the culture grown in LB (red) and M9-glycerol (blue) media. Growth curve and promoter activity were measured as in Fig 5, and are shown in red (LB) and blue (M9-Gly).

https://doi.org/10.1371/journal.pone.0144697.g007

In the growth phase-dependent change in the promoter activity for the M9-glucose-casamino acid culture is slightly different from that in LB culture (Fig 5, red line). As in the case of LB culture, the maximum activity was observed at the 2 hr for all seven rRNA promoters (Fig 5, green line). The growth phase-coupled decrease in the activity of rrn promoters was observed for the slowly growing culture in M9-0.4% glucose (Fig 6) and M9-0.4% glycerol (Fig 7). In both of these slowly growing cultures, the maximum promoter activity was observed at the culture time 5 hr. The delay in the appearance of rrn promoter activity is mainly attributable to the decreased rate of cell growth in nutrient-poor media.

The promoter activity was calculated at different times for all four cultures grown in different media. The highest levels of promoter activity are compared between these different cultures (Fig 8A). Between seven rRNA promoters, the activity at the peak was the highest for rrnE, and the lowest for rrnH, the level being rrnE > rrnG > rrnC > rrnD > rrnB > rrnA > rrnH in decreasing order. The difference in promoter strength ranged 6–7 fold between the strongest rrnE and the weakest rrnH. Nevertheless the order of promoter activity in different media was the same between seven rrn promoters, showing the decreasing order: LB (a) > M9-glucose-casamino acid (b) > M9-glucose (c) > M9-glycerol (d) (Fig 8B).

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Fig 8. Growth rate-dependent variation of the promoter activity of seven rrn operons.

The promoter activity of seven rrn operons of E. coli was separately determined as described in Fig 5. [A] The ratio between the cell growth rate in four different culture media and the highest level of promoter activity in the middle of exponential growth phase is plotted for each of seven rrn promoters. [B] The highest level of promoter activity in four different cultures is shown for each of seven rrn operon promoters. The activity of rrnE promoter was the highest under all the culture conditions employed.

https://doi.org/10.1371/journal.pone.0144697.g008

The promoter activity of all seven rRNA operons in mutants lacking Fis or H-NS

Up to the present time, several regulatory factors have been indicated to be involved in regulation of seven rrn promoters, including DNA UP element, transcription factors Fis, Lrp and H-NS, and nucleotide effectors ppGpp and iNTP (initiating nucleotides ATP or GTP). Nucleoid of E. coli contains about 10 species of the DNA-binding protein with both architectural and regulatory roles [29,30], of which two proteins, Fis and H-NS, have been proposed to play major roles in expression of rrn operons [10,16]. The influence of Fis and H-NS on individual rrn operons is not yet fully understood. As an attempt for elucidation of the regulatory factors that influence the growth phase-dependent pattern of each promoter activity, we analyzed in this study the activity of each rrn promoter in mutants E. coli lacking the proposed potent regulators Fis and H-NS.

Fis plays a major role in high-level expression of the growth-coupled genes including the rrn operons [31]. In the absence of Fis, the growth rate decreased significantly due to the reduction of rRNA production (data not shown). The influence of Fis deletion was compared between seven rRNA promoters (Fig 9A). The level of Fis deletion reduced, to various extent, the expression of rrn operons as measured by the reporter assay, in good agreement with the reduction of cell growth. The reduction in promoter activity was the maximum for rrnE (less than 35% the level of wild-type value in the presence of Fis) and the minimum for rrnD (about 75% the level of wild-type value). The number of Fis-binding sites is the highest for rrnE (see Fig 3), indicating the influence of Fis deletion correlates with the number of Fis-binding sites. This finding supports the prediction that the high-level of promoter activity for rrnE is, at least in part, to the high-level binding of activator Fis.

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Fig 9. Promoter activity of seven rrn operons in mutants lacking the fis or hns genes.

Promoter activity of seven rrn operons was determined using the double-fluorescent protein reporter system as in Fig 5. [A] The promoter assay of seven rrn operons was performed using wild-type and a mutant lacking the fis gene. The ratio of maximum promoter activity between the fis mutant and wild-type is shown for each of seven rrn promoters. The maximum reduction in the absence of Fis was observed for the rrnE promoter. [B] The promoter assay of seven rrn operons was carried out for wild-type and a mutant lacking the hns gene. The ratio of maximum promoter activity between the hns mutant and wild-type is shown for each of seven rrn promoters. The maximum activation in the absence of H-NS was observed for the rrnB promoter that carries a strong binding site for H-NS [37]. The assay was repeated at least twice and the fluctuation level was less than 10%.

https://doi.org/10.1371/journal.pone.0144697.g009

Nucleoid protein H-NS is known as the general silencer of a large number of unused genes and horizontally acquired genes [30,32]. By using the genomic SELEX screening system [32], we have identified a total of 987 H-NS binding sites on the E. coli genome [33]. Between seven rrn operon promoter regions, a high-level of H-NS binding was identified on three rrn promoters, rrnA, rrnB and rrnH [34]. In good agreement with the presence of H-NS binding sites, the increase in promoter activity in the hns mutant was the highest for the rrnB promoter, followed by the rrnH, rrnC and rrnD promoters (Fig 9B). Noteworthy is that virtually no influence of H-NS deletion was observed for the rrnE promoter, which was maximally activated by Fis in exponentially growth phase (Fig 9A). Since H-NS interferes, as the general silencer, with the binding of RNAP and Fis to these promoters, the low activity of rrnA, rrnB and rrnH, in particular in the stationary phase, might be attributable to the silencing effect by H-NS. These observations altogether confirmed the notion that the expression of seven rrn operons is indeed under different control by two global regulators Fis and H-NS.

Discussion

Multiplicity of the rrn gene copies

rRNA genes have been widely used for the taxonomic assignment of individual organisms and the estimation of evolutionary history of species. The level of sequence heterogeneity among rrn operons influences the accuracy of species identification [20,35]. The existence of multiple rRNA operons within a single bacterial species is widely identified, ranging from one to 15 copies per genome [20]. The presence of seven rRNA operons in E. coli is preserved among a total of more than 2,000 strains so far sequenced [36]. The redundancy of seven rRNA operons in E. coli must have evolved to support the high-level production of ribosomes and thereby the high-level of cell growth [9,19]. The multiplicity of rrn operons has been considered to be primarily a mechanism for maintaining the appropriate amount of rRNA in a cell. One genetic system to keep the multiple copies of rRNA gene is the inclusion of specific tRNA genes within all seven rRNA operons. In the spacer region of 16S and 23S rRNA genes, one Glu-tRNA gene exists in each of the rrnB, rrnC, rrnD and rrnG operons and both Ala-tRNA and Ile-tRNA genes exist in the rrnA, rrnE and rrnH operons (see Fig 1). In addition, in the 3’-proximal region after 23S rRNA gene, the rrnD operon includes one Thr-tRNA gene between two 5S rRNA genes, and the rrnH operon includes one Asp-tRNA gene after 5S rRNA gene. Among these four species of tRNA, the genes encoding Glu-tRNA are present only the rrnB, rrnC, rrnD and rrnG operons, indicating at least one of these rrn operons is essential for cell growth.

The high-level conservation of rRNA-coding sequence indicates the participation of rRNA in important functions associated with ribosomes. The function of ribosomes as the apparatus of translation is unique: unlike other cellular enzymes, the ribosomes are ribozymes [3739], in which rRNAs play key roles in protein synthesis. All three species of rRNA in ribosomes contribute, to various extents, in the rRNA functions, including peptide bond formation, RNA-RNA interaction with mRNA and tRNAs, intra- and inter-molecular interaction of rRNAs, RNA-protein interaction with a number of r-proteins and translation factors, and interaction with ribosome-targeted antibiotics. The presence of multiple rRNA gene copies is similar to those of the alloenzymes and alloproteins. At present, several alloproteins have been identified in E. coli, which are variant forms of a single and the protein, each being encoded by an independent allele. In the pathway of gene expression, for instance, two molecular species of elongation factor Tu (EF-Tu) exist, which are encoded by two different genes, tufA and tufB, together contributing to the highest level expression, 5–10% of total proteins or 10-times more than ribosomes, in E. coli [40]. Two EF-Tu proteins differ only at a single position at the C-terminus, Gly394 for TufA and Ser394 for TufB [41]. In the metabolic pathways, a number of allozymes (also called isozymes) have been identified. In some cases, however, the gene products are post-translationally modified. For instance, three forms of alkaline phosphate differ differing in the presence and absence of N-terminal Arg [42,43].

In addition to the inclusion of different tRNA gene(s) in each of the composite rrn operons, rRNAs encoded by seven rrn operons in E. coli must play specific and different roles in rRNA functions and/or in maintenance of all seven rrn operons in evolutionary time scale.

Possible functional heterogeneity of rRNA encoded by seven rrn operons

After genome sequencing, a considerable level of variation was found to exist between 16S, 23S and 5S rRNAs encoded by seven rRNA operons in E. coli. Even though the diversity between each rRNA species within a single and the same species is limited, the combined numbers of sequence difference between seven rrn operons are 2.14% for 16S rRNA, and 2.65% for 23S rRNA (Fig 10; for details see S1 Fig). The sequence diversity of 16S rRNA is the maximum for rrsH (0.58%) while that of 23S rRNA is the maximum for rrlA (0.89%). Further expansion of the sequence diversity must have been prevented through the homogenization process by homologous recombination. Based on the location of sequence diversity between seven rrn operons, we can predict the homogenization of 16S rRNA through recombination between rrsC, rrsE and rrsG (S1A Fig). Likewise, the homogenizations of 23S rRNA must have taken place at least two regions: 5’-proxial region between rrlB, rrlE and rrlG and 3’-proximal region between rrlB, rrlD and rrlG (S1B Fig).

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Fig 10. Sequence difference between seven rrn operons.

[A] Upper panel shows the 500 bp-long sequences upstream of the start site of mature 16S rRNA from all seven rrn operons. The sequences conserved between seven rrn operons are shown in black but the positions that differ from the conserved sequences are shown in white. Red bars indicated transcription start sites of upstream P1 and downstream P2 promoters. Marked variation was identified in the promoter regions, in particular, upstream from P1 promoter. [B] The positions of sequence variation within 16S and 23S rRNA are shown along the gene organization of rrn operons. A total of 33 and 77 differences were identified in 16S rRNA and 23S rRNA, respectively. [C] The number of bases that are different from the conserved sequence are shown for 16S and 23S rRNA for each rrn operon.

https://doi.org/10.1371/journal.pone.0144697.g010

Since rRNAs carry the important catalytic activities, the presence of sequence difference, albeit at low levels, within the rRNA genes between seven rRNA operons implies possible difference in the functions and/or specificity of rRNA molecules. The sequence difference summarized in Fig 10 is, however, limited within the regions that are not involved in the catalytic functions of peptide bond formation [44,45]. The sequence difference is also not observed at the target nucleotides of post-transcriptional modification such as base methylation and at the sites involved in binding of ribosome-targeted antibiotics [49]. On the contrary, the sequences of high-level variation appear to be exposed on the surface, playing roles in contact with r-proteins and other ribosome-associated protein factors [46]. For instance, the nucleotide 79–93 region of 16S rRNA (see S1A Fig), differing between two groups (one group consisting of rrsA, rrsB, rrsD and rrsH, and another including rrsC, rrsE and rrsG), is located within 5’ domain of 16S rRNA for direct contact with r-proteins S17, S20 and S4 [47]. This region forms one of the bridges between 30S and 50S ribosomes [39]. Likewise the nucleotide 1869–1884 region of 23S rRNA is altered only the rrlA gene (see S1B Fig). This region is located within domain II of 23S rRNA, forming another contact bridge between 30S and 50S subparticles [39]. Even though the essential sequences for the catalytic function of rRNA are conserved between seven rrn operons, the difference in the sequence for 30S-50S bridging implies alteration in the affinity and specificity of ribosome assembly between 16S and 23S rRNAs encoded by seven rrn operons. Difference in the assembly mode between rRNA species must lead to altered expression of rrn operon through feedback regulation [48]. Along this line, it is worthwhile to check possible difference in the function of rRNA molecules encoded by each of seven rRNA operons.

Differential expression of seven rRNA operons

In contrast to the low-level variation in rRNA sequences between seven rRNA operons, higher levels of the sequence variation exist within both the promoter (Fig 10) [9,49] and the spacer regions [50]. Previous studies using reporter assays of transcriptional fusion indicated different regulation between seven rrn operons [21,27]. Here we confirmed differential regulation of seven rrn operons using a newly developed translational fusion between each rrn promoter and the fluorescent protein-coding sequence (see Figs 49). Transcription of rRNA is the rate-limiting step in ribosome biosynthesis in E. coli. When the demand for protein synthesis is high during rapid growth, the rRNA promoters account for more than 60% of total cellular transcription [4]. The majority of transcription originates from P1 promoter in growing cells. Each P1 promoter contains an AT-rich sequence called the upstream (UP) element located upstream of the promoter -35 element [51,52]. UP elements interact with the C-terminal domain of the alpha subunit of RNA polymerase, leading to increase in rRNA transcription. Alpha subunit CTD binds to the minor groove of the UP element DNA, contacting both bases and phosphodiester backbone [53,54]. Upstream of the P1 promoter in all seven rrn operons, there is an activator region including multiple sites of Fis binding [55,56], which are located upstream of the UP element for the P1 promoters (Fig 10). Fis binding to these sites increases transcription of rRNA operons [27,51]. The Fis protein stimulates rrn P1 promoters by making protein-protein contacts with the alpha CTD [57,58]. Fis concentrations are very low at low growth rates and in stationary phase [59,60]. Fis and UP element together account for the high activity of each of the rrn P1 promoters, although Fis and UP make slightly different contributions, depending on the promoter [27]. The P2 promoter is considered to be constitutive, working in expression of low-level of rRNA in slowly growing cells in poor media and in stationary phase [10,61]. Since the binding of more than five Fis molecules was indicated to the rrnE promoter (see Fig 3), the high-level activity of these promoters could be due to co-operative binding of multiple Fis molecules. On the other hand, we have identified, by using genomic SELEX screening system, H-NS binding only on to three rrn promoters, rrnA, rrnB and rrnH [34]. Since H-NS interferes, as the general silencer, with the binding of RNAP and Fis to these promoters, the low activity of rrnA, rrnB and rrnH, in particular in the stationary phase, might be attributable to the silencing effect by H-NS. The intracellular level of Fis is the maximum in exponentially growing phase and decreased to virtually undetectable level in the stationary phase [59,60] while H-NS remains as a major population of nucleoid proteins in the stationary phase. Since the relative level of StpA, an analog of H-NS, increases over the H-NS level in the stationary phase [30], it is worthwhile to examine possible silencing role of StpA on rrn expression in the stationary phase.

Materials and Methods

Bacterial strains and culture conditions

Escherichia coli K-12 W3110 type-A with the intact rpoS gene [62] was used throughout this study (Table 1). The culture media used were: LB (Luria-Broth), and M9 minimal supplemented with 0.4% glucose-casamino acid, 0.4% glucose or 0.4% glycerol.

Construction of promoter assay vectors

For quantitative measurement of the promoter activity in vivo, two types of fluorescent protein genes, one for the red fluorescent protein dsRed (Clontech) (referred to as RFP in this paper) and the other for the green fluorescent protein eGFP (Clontech) (referred to as GFP in this paper), were inserted into a single vector. The RFP gene was under control of reference promoter lacUV5, and the GFP gene was under control of a test promoter [28]. For measurement of the promoter activity of protein-coding genes, test promoter sequences upstream from the corresponding translation initiation codons up to about 500 bp were PCR-amplified and inserted into pGRP between BglII and EcoT22I sites (the sites for BglII and EcoT22I were included in the PCR primers) [28]. For measurement of the activity of rRNA promoters without SD sequence, we constructed pGRS vector by adding, into pGRP vector, a 33 bp-long DNA fragment including the SD (AGGAGG) signal-containing sequence [AGATCT(BglII)TCGGAATTC(EcoRI)AAACAGGAGG(SD)ATTACCCCATGCAT(EcoT221)] between BglII and EcoT221 sites. About 500 bp-long sequence of seven rrn operons, each including both P1 and P2 promoters, were inserted into this pGRS vector in front of this synthetic SD sequence to construct the rRNA promoter assay vectors (pGRS-rrnA to pGRS-rrnH) (Table 1; see S1 Table for primer sequences for pGRS construction and Fig 4 for the plasmid map).

Promoter assay

The promoter activity was determined by measuring GFP and RFP fluorescence according to the standard procedure [28]. In brief, the promoter assay vectors (pGRS-rrnA to pGRS-rrnH) constructed in this way (see Table 1) were transformed into the appropriate host strains. LB contains unidentified natural substances that are fluorescent that bothered the accurate measurement of fluorescence. For accurate measurement of the fluorescence intensity of RFP or GFP expressed in E. coli, cells grown in LB for various times were harvested by centrifugation, resuspended in phosphate-buffered saline, and diluted with phosphate-buffered saline to obtain approximately the same cell density (0.6 A600nm unit) for all samples. For measurement of bulk fluorescence, aliquots of a 0.3-mL cell suspension were added to 0.4 x 96 flat-bottom wells, and the fluorescence was measured with a FL600 Bio-Tek Microplate Fluorescence Reader (Bio-Tek Instruments, Winooski). The net fluorescence value was measured after subtraction of the background fluorescence, which was determined by using E. coli cultures with pGRS vector without promoter insertion.

Purification of Fis protein

Fis protein was expressed using pFis expression vector that was constructed using pET21a vector, and affinity-purified using the standard purification procedure of His-tagged transcription factors [63]. The purity of His-tagged Fis was more than 95% as judged by PAGE.

Gel shift assay

Promoter probes carrying seven rRNA promoter regions were generated by PCR amplification using pGRS reporter plasmids as template, Ex Taq DNA polymerase (Takara, Japan), and pairs of rrn primers (for primer sequences see S1 Table), one of which was labeled with 5’-fluorescein isothiocyanate [FITC], FITC-labeled PCR products were purified by PAGE prior to gel shift assays. Gel shift assays were performed under the standard conditions as described [64].

Supporting Information

S1 Fig. [A] Difference of 16S rRNA gene between seven rrn operons in E. coli K-12 W3110. The sequence of 16S rRNA gene was compared between seven rrn operons. The position that is different from the consensus sequence is shown in gray. The level of difference within a total of 1,542 bases of 16S rRNA is indicated in the difference column. [B] Difference of 23S rRNA gene between seven rrn operons in E. coli K-12 W3110.

The sequence of 23S rRNA gene was compared between seven rrn operons. The position that is different from the consensus sequence is shown in gray. Extra two bases at positions 1883 and 1884 exist only in the rrnA operon, and thus these positions are shown in black for other six rrn operons. The level of difference within a total of 1,542 bases of 16S rRNA is indicated in the difference column.

https://doi.org/10.1371/journal.pone.0144697.s001

(PDF)

S1 Table. Primers used for isolation of rRNA promoters.

For cloning the promoter region sequence upstream from 16S rRNA gene of each rrn operon, 313 to 554 bp sequences, shown in Fig 2, were PCR-amplified using the indicated primer sets.

https://doi.org/10.1371/journal.pone.0144697.s002

(PDF)

Acknowledgments

We thank Junya Katayose for assay of the promoter activity, Ayako Kori for purification of Fis protein, and Hiroshi Ogasawara for advice in experiments. This work was supported by MEXT Grants-in-Aid for Scientific Research (A) (21241047), (B) (18310133) and (C) (25430173) to AI, MEXT Grant-in-Aid for Young Scientists (B) (24710214) to TS, Research Fund from IFO (Institute for Fermentation, Osaka) to TS, a support from the MEXT Cooperative Research Program of Network Joint Research Center for Materials and Devices to TS and AI, and the MEXT-Supported Program for the Strategic Research Foundation at Private Universities 208–2012 (S0801037) to Hosei University.

Author Contributions

Conceived and designed the experiments: AI MM. Performed the experiments: TS AI. Analyzed the data: AI TS. Contributed reagents/materials/analysis tools: TS AI. Wrote the paper: AI.

References

  1. 1. Kjeldgaard NO, Maaloe O, Schaechter M (1958) The transition between different physiological states during balanced growth of Salmnella typhimurium. J Gen Microbiol 19: 607–616. pmid:13611203
  2. 2. Schaechter E, Maaloe O, Kjeldgaard NO (1958) Dependence on medium and temperature of cell size and chemical composition during balanced growth of Salmonella typhimurium. J Gen Micribiol 19: 592–606.
  3. 3. Keener J, Nomura M (1996) Regulation of ribosome synthesis, In Neidhardt FC et al. (eds.) Escherichia coli and Salmonella typhimurium: Cellular and Molecular Biology. American Society for Microbiology, Washington, DC, pp. 1417–1431.
  4. 4. Bremer H, Dennis PP (1996) Modulation of chemical composition and other parameters of the cell by growth rate. In: Eshcerichia coli and Salmonella typhimurium: Cellular and Molecular Biology. Edited by Hedhardt JC et al. Washington DC; ASM, 2nd Ed., pp. 1553–1569.
  5. 5. Ishihama A. (1999) Modulation of the nucleoid, the transcription apparatus, and the translation machinery in bacteria for stationary phase survival. Genes Cells 4: 135–143. pmid:10320479
  6. 6. Ishihama A (2000) Functional modulation of Escherichia coli RNA polymerase. Ann Rev Microbiol 54: 499–518.
  7. 7. Blattner FR, Plunkett G III, Bloch CA, Perna NT, Burland V, Rilley M, et al. (1997) The complete genome sequence of Escherichia coli K-12. Science 277: 1453–1462. pmid:9278503
  8. 8. Hayashi K, Morooka N, Yamamoto Y, Fujita K, Isono K, Choi S, et al. (2006) Highly accurate genome sequences of Escherichia coli K-12 strains MG1655 and W3110. Mol Syst Biol 2: 2005.0007.
  9. 9. Jinks-Robertron S, Nomura M (1987) Ribosomes and tRNA. In Neidhardt FC, et al. (eds.) Escherichia coli and Salmonella typhimurium: Cellular and Molecular Biology. American Society for Microbiology, Washington, DC, pp. 1358–1385.
  10. 10. Paul BJ, Ross W, Gaal T, Gourse RL (2004) rRNA transcription in Escherichia coli. Annu Rev Genet 38: 749–770. pmid:15568992
  11. 11. Hillebrand A, Wum R, Menzel A, Wagner R (2005) The seven E. coli ribosomal RNA operon upstream regulatory regions differ in structure and transcription factor-binding affinities. Biol Chem 386: 523–534. pmid:16006239
  12. 12. Jin DJ, Cagliero C, Zhou YN (2012) Growth rate regulation in Escherichia coli. FEMS MIcrobiol Rev 36: 269–287. pmid:21569058
  13. 13. Cashel M, Kalbacher B (1970) The control of ribonucleic acid synthesis in Escherichai coli. V. Characterization of a nucleotide associated with the stringent response. J Biol Chem 245: 2309–2318. pmid:4315151
  14. 14. Jain V, Kumar M, Chatterji D (2006) ppGpp: stringent response and survival. J Microbiol 44: 1–10. pmid:16554711
  15. 15. Toulokhonov I, Shlgina I, Hernandez VJ (2001) Binding of the transcription effector ppGpp to Escherichia coli RNA polymerase is allosteric, modular, and occurs near the N-terminus of the beta-prime subunit. J Biol Chem 276: 1220–1225. pmid:11035017
  16. 16. Gaal T, Bartlett MS, Ross W, Turnbough CL Jr, Gourse RL (1997) Transcription regulation by initiating NTP concentration: rRNA synthesis in bacteria. Science 278: 2092–2097. pmid:9405339
  17. 17. Gralla JD (2005) Escherichia coli ribosomal RNA transcription: regulatory roles for ppGpp, NTPs, architectural proteins and a polymerase-binding protein. Mol Microbiol 55: 973–977. pmid:15686546
  18. 18. Ellwood M, Nomura M (1982) Chromosomal locations of the genes for rRNA in Escherichia coli K-12. J Bacteriol 149: 458–468. pmid:6173374
  19. 19. Nomura M, Morgan EA, Jakunas SR (1997) Genetics of bacterial ribosomes. Ann Rev Genet 11: 297–347.
  20. 20. Pei AY, Oberdorf WE, Nossa CW, Agarwal A, Chokshi P, Gerz EA, et al. (2010) Diversity of 16S rRNA genes within individual prokaryotic genomes. Appl Environ Microbiol 76: 3886–3897. pmid:20418441
  21. 21. Condon C, Liveris D, Squires C, Schwartz L, Squires CL (1995) rRNA operon multiplicity in Escherichia coli and the physiological implication of rrn inactivation. J Bacteriol 177: 4152–4156. pmid:7608093
  22. 22. Condon C, Liveris D, Squires C, Schwartz I, Squires CL (1993) Deletion of functional ribosomal RNA operons in Escherichia coli causes increased expression of the remaining intact copies. EMBO J 12: 4305–4315. pmid:8223440
  23. 23. Asai T, Condon C, Vougaris J, Zapoojets D, Ashen B, AlpOmar M, et al. (1999) Construction and initial characterization of Escherichia coli strains with few or no intact choromosomal rRNA operons. J Bacteriol 181: 3803–3809. pmid:10368156
  24. 24. Gyorfy Z, Draskovits G, Vernyik V, Blattner FF, Gaal T, Posfal G (2015) Engineered ribosomal RNA operon copy-number variants of E. coli reveal the evolutionary trade-offs shaping rRNA operon number. Nucleic Acds Res 43:1783–1794.
  25. 25. Wada A (1998) Growth phase coupled modulation of Escherichia coli ribosomes. Genes Cells 3: 203–208. pmid:9663655
  26. 26. Condon C, Philips J, Fu Z-Y, Squires C, Squires CL (1992) Comparison of the expression of the seven ribosomal RNA operons in Escherichia coli. EMBO J 11: 4175–4185. pmid:1396599
  27. 27. Hirvonen CA, Ross W, Wozniak CE, Marasco E, Anthony JR, Alyar SE, et al. (2001) Contribution of UP elements and the transcription factor FIS to expression from the seven rrn promoters in Escherichia coli. J Bacteriol 183: 6305–6314. pmid:11591675
  28. 28. Shimada T, Makinoshima H, Ogawa Y, Miki T, Maeda M, Ishihama A (2004) Classification and strength measurement of stationary-phase promoters by use of a newly developed promoter. J Bacteriol 186: 7112–7122. pmid:15489422
  29. 29. Talukder AA, Ishihama A (1999) Twelve species of DNA-binding protein from Escherichia coli: Sequence recognition specificity and DNA binding affinity. J Biol Chem 274: 33105–33113. pmid:10551881
  30. 30. Ishihama A (2009) The nucleoid: an overview. In EcoSal–Escherichia coli and Salmonella: Cellular and Molecular Biology. Boek A et al. (eds). Washington, DC, USA: ASM Press, Web version.
  31. 31. Gourse RL, Gall T, Bartlett MS, Appleman JA, Ross W (1996) rRNA transcription and growth rate-dependent regulation of ribosome synthesis in Escherichia coli. Annu Rev Microbiol 50: 645–677. pmid:8905094
  32. 32. Oshima T, Ishikawa S, Kurokawa K, Aiba H, Ogasawara N (2006) Escherichia coli histone-like protein H-NS preferentially binds to horizonally acquired DNA in association with RNA polymerase. DNA Res 13: 141–153. pmid:17046956
  33. 33. Shimada T, Fujita N, Maeda M, Ishihama A (2005) Systematic search for the Cra-binding promoters using genomic SELEX. Genes Cells 10: 907–918. pmid:16115199
  34. 34. Shimada T, Bridier A, Briandet R, Ishihama A (2011) Novel roles of LeuO in transcription regulation in E. coli: Antagonistic interplay with the universal silencer H-NS. Mol Microbiol 82: 376–397.
  35. 35. Acinas SG, Marcelino LA, Klepac-Ceraj V, Polz MF (2004) Divergence and redundancy of 16S rRNA sequences in genomes within multiple rrn operons. J Bacteriol 186: 2625–2635.
  36. 36. Land M, Hauer L, Jun S- R, Nookaew I, Leuze MR, Ahn T-H, et al. (2015) Insights from 20 years of bacterial genome sequencing. Funct Integr Genomics 15: 141–161. pmid:25722247
  37. 37. Green R, Noller HF (1997) Ribosomes and translation. Ann Rev Biochem 66: 679–716. pmid:9242921
  38. 38. Nissen P, Hansen J, Ban N, Moore PB, Steitz TA. 2000. The structural basis of ribosome activity in peptide bond synthesis. Science 289: 920–930. pmid:10937990
  39. 39. Yusupov MM, Yusupova GZ, Baucom A, Lieberman K, Earnest TN, Cate JHD, Noller HF (2001) Crystal structure of the ribosome at 5.5 A resolution. Science 292: 883–896. pmid:11283358
  40. 40. Furano AV (1975) Content of elongation factor Tu in Escherichia coli. Proc Natl Acad Sci USA 72: 4780–4784. pmid:1108000
  41. 41. Arai K, Clark BF, Duffy L, Jones MD, Kaziro Y, Laursen RA, et al. (1980) Primary structure of elongation factor Tu from Escherichia coli. Proc Natl Acad Sci USA 77: 1328–1330.
  42. 42. Kelley PM, Neumann PA, Shriefer K, Cancedda F, Schlesinger MJ, Bradshaw RA (1973) Amino acid sequence of Escherichia coli alkaline phosphatase. Biochemistry 12: 3499–3503. pmid:4581334
  43. 43. Bradshaw RA,Cancedda F, Ericsson LH, Neumann PA, Piccoli SP, Schlesinger MJ, et al. (1981) Amino acid sequence of Escherichia coli alkaline phosphatase. Proc Natl Acad Sci USA 78: 3473–3477. pmid:7022451
  44. 44. Carbon P, Ehresmann C, Ehresmann B, Ebel JP (1979) The complete nucleotide sequence of the ribosomal 16S rRNA from Escherichia coli: Experimental details and cistron heterogeneities. Eur J Biochem 100: 399–410. pmid:389624
  45. 45. Shen W- F, Squires C, Squires C (1982) Nucleotide sequence of the rrnG ribosomal RNA promoter region of Escherichia coli. Nucleic Acids Res 10: 3303–3313. pmid:6285294
  46. 46. Wilson DN, Nierhaus KH (2007) The weird and wonderful world of bacterial ribosome regulation. Crit Rev Biochem Mol Biol 42: 187–219. pmid:17562451
  47. 47. Shajani Z, Sykes MT, Williamson JR (2011) Assembly of bacterial ribosomes. Annu Rev Biochem 80: 501–526. pmid:21529161
  48. 48. Dennis PP, Ehrenberg M, Bremer H (2004) Control of rRNA synthesis in Escherichia coli: a systems biology approach. Microbiol Molec Biol Rev 68: 639–668.
  49. 49. Plaskon RR, Wartell RM (1987) Sequence distribution associated with DNA curvetures are found upstream of strong E. coli promoters. Nucleic Acids Res 15: 785–796. pmid:3547329
  50. 50. Harvey S, Hill CW, Squires C, Squires CL (1988) Loss of the spacer loop sequence from the rrnB operon in the Escherichia coli K-12 subline that bears the relA1 mutation. J Bacteriol 170: 1235–1238. pmid:3277949
  51. 51. Ross W, Gosink KK, Salomon J, Igarashi K, Zou C, Ishihama A, et al. (1993) A third recognition element in bacterial promoters: DNA binding by the alpha subunit. Science 262: 1407–1413. pmid:8248780
  52. 52. Murakami K, Kimura M, Owans JT, Meares CF, Ishihama A. (1997) The two alpha subunits of Escherichia coli RNA polymerase are asymmetirically arranged and contact different halves of the DNA upstream element. Proc Natl Acad Sci USA 94, 1709–1714. pmid:9050843
  53. 53. Ross W, Estream ST, Gourse RL (2001) Fine structure of E. coli RNA polymerase-promoter ineractions: subunit binding to the UP element minor groove. Genes Dev 15: 491–506. pmid:11238372
  54. 54. Yasuno K., Yamazaki T., Tanaka Y, Kodama TS, Tatsugami A, Katahira M, et al. (2001) Interaction of the C-terminal domain of the E. coli RNA polymerase alpha subunit with the UP element recognizing the backborne structure in the minor grove surface. J Mol Biol 306: 213–225. pmid:11237595
  55. 55. Gosink KK, Ross W, Leirmo S, Osma R, Finkel SE, Johnson RC, et al. (1993) DNA binding and bending are necessary but not sufficient for Fis-dependent activation of rrnB P1. J Bacteriol 175: 1580–1589. pmid:8449867
  56. 56. Leirmo S, Gourse RL (1991) Factor-independent activation of Escherichia coli rRNA transcription: Kinetic analysis of the roles of the upsteam activator region and supercoiling on transcription of the rrnB promoer in vitro. J Mol Biol 220: 555–568. pmid:1870123
  57. 57. Murakami K, Fujita N, Ishihama A. 1996. Transcription factor recognition surface on the RNA polymerase alpha subunit is involved in contact with the DNA enhancer element. EMBO J 15: 4358–4367. pmid:8861963
  58. 58. Bokal AJ, Ross W, Gaal T, Johnson RC, Gourse RL (1997) Molecular anatomy of a transcription activation patch: FIS-RNA polymerase interactions at the Escherichia coli rrnB P1 promoter. EMBO J 16: 154–162. pmid:9009276
  59. 59. Azam AT, Iwata A, Nishimura A, Ishihama A (1999) Growth-dependent variation in protein composition of the Escherichia coli nucleoid. J Bacteriol 181: 6361–6370. pmid:10515926
  60. 60. Ishihama A, Kori K, Koshio E, Yamada K, Maeda H, Shimada T, et al. (2014) Intracellular concentrations of 65 species of transcription factors with known regulatory functions in Escherichia coli. J Bacteriol 196: 2718–2727. pmid:24837290
  61. 61. Liang S, Bipatnath M, Xu Y, Chen S, Dennis P, Ehrenberg M, et al. (1999) Activation of constitutive promoters in Escherichia coli. J Mol Biol 292: 19–37. pmid:10493854
  62. 62. Jishage M, Ishihama A (1997) Variation in RNA polymerase sigma subunit composition within different stocks of Escherichia coli W3110. J Bactereiol 179: 959–963.
  63. 63. Yamamoto K, Hirano K, Ohshima T., Aiba H., Utsumi R. and Ishihama A. 2005. Functional characterization in vitro of all two-component signal transduction systems from Escherichia coli. J Biol Chem 280: 1448–1456. pmid:15522865
  64. 64. Ogasawara H, Hasegawa A, Kanda E, Miki T, Yamamoto K, and Ishihama A (2007) Genomic SELEX search for target promoters under the control of the PhoQP-RstBA signal relay cascade. J Bacteriol 189: 4791–4799. pmid:17468243