Abstract
Glutamine synthetase (GS) is the key enzyme of nitrogen assimilation induced under nitrogen limiting conditions. The carbon skeleton of glutamate and glutamine, 2-oxoglutarate, is supplied from the TCA cycle, but how this metabolic flow is controlled in response to nitrogen availability remains unknown. We show that the expression of the E1o component of 2-oxoglutarate dehydrogenase, SucA, is repressed under nitrogen limitation in Salmonella enterica and Escherichia coli. The repression is exerted at the post-transcriptional level by an Hfq-dependent sRNA GlnZ generated from the 3′UTR of the GS-encoding glnA mRNA. Enterobacterial GlnZ variants contain a conserved seed sequence and primarily regulate sucA through base-pairing far upstream of the translation initiation region. During growth on glutamine as the nitrogen source, the glnA 3′UTR deletion mutants expressed SucA at higher levels than the S. enterica and E. coli wild-type strains, respectively. In E. coli, the transcriptional regulator Nac also participates in the repression of sucA. Lastly, this study clarifies that the release of GlnZ from the glnA mRNA by RNase E is essential for the post-transcriptional regulation of sucA. Thus, the mRNA coordinates the two independent functions to balance the supply and demand of the fundamental metabolites.
Research organism: E. coli, S. enterica serovar Typhi
Introduction
Nitrogen is an essential element of the cell. Ammonia is the energetically most preferable nitrogen source and is assimilated via either glutamate dehydrogenase (GDH) or the glutamine synthetase (GS) and glutamine 2-oxoglutarate amidotransferase (GOGAT) pathway (Reitzer, 2003). GDH catalyzes the reductive amination of 2-oxoglutarate (2-OG, a.k.a. α-ketoglutarate) to glutamate (Glu) without ATP consumption. In contrast, GS catalyzes the amidation of Glu to form glutamine (Gln) using one molecule of ATP, and then GOGAT transfers the amide group reductively to 2-OG to generate two Glu molecules, yielding one net Glu from 2-OG (Figure 1A).
Nitrogen is limiting for most bacteria in freshwater, marine, and terrestrial ecosystems (Elser et al., 2007) and mammalian large intestines (Reese et al., 2018). To deal with the environmental availability of nitrogen, enterobacteria such as Salmonella enterica and Escherichia coli have developed a complex regulatory network (van Heeswijk et al., 2013). This regulation is particularly crucial for the facultative intracellular pathogen S. enterica since the GS-encoding glnA gene is essential during invasion and proliferation in the host cells (Popp et al., 2015; Klose and Mekalanos, 1997; Aurass et al., 2018). The glnA gene constitutes an operon along with the glnLG genes encoding the NtrB/NtrC (GlnL/GlnG) two-component regulator system, which is conserved among enterobacteria (Figure 1A). The response regulator NtrC is phosphorylated by its cognate sensor kinase NtrB at a low nitrogen state and activates RpoN (σ54)-dependent promoters by binding at specific enhancer-like sequences (Ninfa and Magasanik, 1986; Ninfa et al., 1987). The glnALG operon contains three promoters, glnAp1, glnAp2, and glnLp, and the proximal σ54-dependent promoter glnAp2 is activated by NtrC when phosphorylated by NtrB in nitrogen-poor conditions while the other σ70-dependent promoters are repressed by NtrC (Ueno-Nishio et al., 1984; Reitzer and Magasanik, 1985).
The NtrB/NtrC system can be stimulated when the cells utilize Gln or low concentrations of ammonium as a sole nitrogen source in E. coli (Schumacher et al., 2013). Still, it has been postulated that a low intracellular Gln level is perceived as nitrogen limitation to induce the transcription of glnA in S. enterica (Ikeda et al., 1996). Alternatively, 2-OG has been proposed as a plausible signaling compound coordinating carbon and nitrogen metabolism since it serves as both the TCA cycle intermediary metabolite and the carbon skeleton of Glu and Gln (Huergo and Dixon, 2015). 2-OG accumulates rapidly upon nitrogen limitation from 0.2 to 10 mM (Yuan et al., 2009) and directly blocks glucose uptake by inhibiting enzyme I of the phosphoenolpyruvate phosphotransferase system (PTS) (Doucette et al., 2011). 2-OG also inhibits cAMP synthesis by adenylate cyclase (You et al., 2013). However, it is currently unknown how the cells adjust the 2-OG levels in response to nitrogen availability.
The genes under the direct transcriptional control of RpoN and NtrC have been extensively studied in S. enterica serovar Typhimurium (Samuels et al., 2013; Bono et al., 2017) and E. coli K-12 (Brown et al., 2014; Zimmer et al., 2000), but none of the genes are implicated in the central carbon metabolism. The regulons of alternative sigma factors and stress response regulators comprise coding and non-coding arms, the latter of which are mediated by small RNAs (Hör et al., 2020; Nitzan et al., 2017; Beisel and Storz, 2010; Wagner and Romby, 2015). The majority of sRNAs post-transcriptionally regulate target mRNAs through direct base-pairing in trans, which is facilitated by the RNA chaperone Hfq using multiple RNA-binding faces (Vogel and Luisi, 2011; Updegrove et al., 2016; Kavita et al., 2018). In addition to canonical sRNAs, 3′UTRs of mRNAs have emerged as a reservoir of post-transcriptional regulators (Miyakoshi et al., 2015a; Adams and Storz, 2020; Ponath et al., 2022). For example, the gltIJKL operon encoding the Glu/Asp ABC transporter is transcribed from σ70- and σ54-dependent promoters, and the gltI mRNA with a Rho-independent terminator is processed by RNase E to release SroC sRNA from its 3′UTR (Miyakoshi et al., 2015b). SroC functions as a sponge RNA of GcvB sRNA, which regulates >50 genes mostly involved in amino acid metabolism and transport (Miyakoshi et al., 2022). Likewise, the glnA mRNA contains a Rho-independent terminator with a moderate strength located upstream of glnLp (Ueno-Nishio et al., 1984), which can be a ligand of RNA chaperone Hfq (Chen et al., 2019). Indeed, an sRNA has been detected in the 3′UTR of glnA mRNA in E. coli, renamed as GlnZ (Kawano et al., 2005; Walling et al., 2022), and also in the same locus of S. enterica (Sittka et al., 2009). Therefore, GlnZ is regarded as a RpoN-dependent sRNA in charge of the non-coding arm of the NtrC regulon.
Here, we show that GlnZ derived from the 3′UTR of glnA mRNA represses the expression of sucA encoding the E1o component of 2-oxoglutarate dehydrogenase (OGDH) and thus functions as the post-transcriptional regulator of the TCA cycle branch point directly linking carbon and nitrogen metabolism in S. enterica and E. coli. In parallel, the NtrC-dependent transcriptional regulator Nac also represses sucA in E. coli but is absent in S. enterica. Moreover, we demonstrate that RNase E-mediated cleavage of GlnZ from the glnA mRNA is essential for targeting the sucA mRNA.
Results
Expression profiles of OGDH subunits and the glnA products under nitrogen limitation
As 2-OG accumulates upon nitrogen limitation (Yuan et al., 2009), we hypothesized that the expression level of OGDH is reduced to create a bottleneck in the TCA cycle. To this end, we analyzed the expression levels of OGDH subunits, SucA and SucB, in S. Typhimurium SL1344 and E. coli K-12 by western blot. Throughout this study, we used 0.2% glucose MOPS minimal medium whose nitrogen source was substituted by either 0.1% ammonium, 0.01% ammonium, 5 mM Gln, or 5 mM Gln plus 0.01% ammonium. In line with a previous report (Schumacher et al., 2013), GlnA was induced when ammonium was limiting and to higher levels during growth on Gln in S. enterica and E. coli (Figure 1B). Addition of ammonium into the Gln medium hindered the induction, that is, nitrogen catabolite repression. In contrast, the SucA levels were strikingly reduced during growth on Gln and counter-correlated with the GlnA levels in both strains. In E. coli, SucB exhibited a similar expression pattern to SucA. However, SucB was expressed constantly under the four growth conditions in S. enterica. This result suggests that the expression of sucAB genes in the same operon is discoordinately regulated at the post-transcriptional level in response to nitrogen availability.
To clarify whether the levels of glnA mRNA and GlnZ sRNA correlate with protein accumulation, total RNAs were analyzed by northern blot. As expected, the glnA mRNA was induced during growth on Gln as the sole nitrogen source in S. enterica and E. coli (Figure 1C). At the low concentration of ammonium, degradation products in the 3′ region of glnA CDS accumulated as the cells starve for ammonium and stop growth. In the sRNA fractions from the S. enterica total RNA, we detected several GlnZ isoforms (Figure 1D). The size of the most abundant transcript, denoted as GlnZ1, matches that of the glnA 3′UTR spanning 185 nucleotides (nt), given the transcription stops at the Rho-independent terminator with 6 U residues. The transcripts longer than 200 nt represent precursors processed within the glnA CDS. We also detected ~50 nt short transcripts, denoted as GlnZ2, which are produced by RNase E-mediated cleavage (Chao et al., 2017). In contrast, an ~200 nt single transcript was seen in the E. coli K-12 total RNA using the same probe, which hybridizes the 5′ end region of K-12 GlnZ. In both S. enterica and E. coli K-12, the GlnZ transcripts were abundant under the two nitrogen limiting conditions. Similarly, we observed induction of S. enterica SroC in the same samples (Figure 1D). In contrast, the induction of SroC was only marginal in E. coli K-12 due to the IS5 insertion upstream of gltI (Zinser et al., 2003).
Sequence comparison of the glnA-glnLG intergenic region
As the fragment patterns of GlnZ transcripts were different between S. enterica and E. coli, we compared the sequences of glnA 3′UTRs in the Enterobacteriaceae family. The 185 nt glnA 3′UTR is >99% identical among Salmonella species/subspecies except for S. enterica subsp. diarizonae and salamae (Figure 2A). In contrast, E. coli glnA 3′UTRs are phylogenetically diverse and can be classified into at least three types. E. coli K-12 and several pathogenic strains harbor the 197 nt glnA 3′UTR (K-12 type). Many E. coli pathogenic strains represented by O157 carry the 85 nt 3′UTR (O157 type), and the others represented by O111 have the 230 nt 3′UTR (O111 type), the latter of which has acquired a 98 nt insertion flanked by 5′-AGGUUCAAA-3′ direct repeats into the O157-type glnA 3′UTR (Figure 2B). The glnA 3′UTRs of the other species in the Escherichia genus, E. albertii and E. fergusonii, are almost identical to the K-12 and O157 types, respectively.
To verify whether these strains generate different types of GlnZ transcripts, total RNAs extracted from the O157 and O111 cells were analyzed by northern blot. We detected GlnZ sRNAs corresponding to the glnA 3′UTRs in size and their processed species, which were induced when Gln was used as the sole nitrogen source (Figure 2C). This result is consistent with the study by Walling et al., 2022, but not the previous report by Jia et al., 2021. In support, SroC was also induced under the nitrogen limiting condition in the two pathogenic E. coli strains devoid of IS5 insertion upstream of gltI.
The structures of E. coli glnA 3′UTRs might affect the expression of the downstream glnLG genes encoding NtrBC. In the K-12 strain, the expression of GlnA and NtrC was not affected by the partial deletion of glnA 3′UTR retaining the Rho-independent terminator (ΔglnZ) (Figure 2D). In contrast, the level of GlnA was slightly reduced by further deletion of the terminator (ΔglnZT) while that of NtrC remained nearly constant. These results suggest that the Rho-independent terminator stabilizes the glnA mRNA but not the glnALG mRNA or that the glnLG mRNA is transcribed independently to maintain the level of NtrC. Next, we replaced the glnA 3′UTR in the K-12 chromosome with that of O157 or O111. The recombinant strains expressed the heterologous GlnZs (Figure 2C), but the difference in the expression levels of GlnA and NtrC between these strains and the parental K-12 strain was negligible (Figure 2D). These results indicate that the various glnALG operons of E. coli strains are expressed equivalently.
Identification of GlnZ targets in S. enterica and E. coli
Enterobacterial GlnZ sRNAs contain a conserved sequence, 5′-UUGCCGUGGAAA-3′, which is located adjacent to the Rho-independent terminator in S. enterica or just downstream of glnA stop codon in E. coli K-12. Thus, this sequence was assumed to function as the seed region to interact with target mRNAs (Storz et al., 2011; Gorski et al., 2017). We searched for the complementary sequences to the putative seed region in several enterobacterial genomes using the CopraRNA program (Wright et al., 2013). This prediction suggested that the primary target of GlnZ is most likely the sucA gene, which encodes the E1o subunit of OGDH. The sucA gene is located in the sdhCDAB-sucABCD operon, which is regulated by multiple sRNAs (Desnoyers and Massé, 2012; Massé and Gottesman, 2002; Wright et al., 2013; Miyakoshi et al., 2022) but also produces an sRNA regulator SdhX from its 3′UTR (Miyakoshi et al., 2019; De Mets et al., 2019). The sdhB-sucA intergenic region spans 523 nt in S. Typhimurium SL1344 and 300 nt in E. coli K-12. The sequence complementary to the GlnZ seed region is located upstream of the translation initiation region (TIR) of sucA in E. coli and far upstream in S. enterica (Figure 3A and B).
To verify the post-transcriptional regulation by GlnZ, the sdhB-sucA intergenic region was cloned into the pXG30-sf translational fusion vector (Corcoran et al., 2012). When either GlnZ1 or GlnZ2 was ectopically expressed from a constitutive promoter, the fluorescence of S. enterica SucA::sfGFP fusion was significantly reduced (Figure 3A). This result indicates that sucA is repressed by GlnZ1, and the shorter transcript GlnZ2 is sufficient to repress sucA. The repression was abrogated when the 149th nucleotide downstream of the glnA stop codon was mutated from G to C in GlnZ1 (G149C) and when the 166th nucleotide upstream of the sucA start codon was mutated from C to G in sucA (C-166G). The repression was restored when GlnZ1 and sucA were simultaneously mutated in the complementary nucleotides, demonstrating the post-transcriptional regulation through the base-pairing mechanism. Similarly, E. coli GlnZ repressed sucA irrespective of the position of seed region in the sRNA and that of target region in the mRNA (Figure 3B).
To search for additional targets of GlnZ, we performed RNA-seq analysis upon GlnZ1 pulse expression in S. enterica cells exponentially grown in LB medium. Among the 12 genes that showed more than fourfold downregulation (Supplementary file 1), glnP and glnQ constitute the glnHPQ operon encoding the Gln ABC transporter. We also found deoD encoding a purine nucleoside phosphorylase as a candidate GlnZ target. Using IntaRNA program (Mann et al., 2017), both glnP and deoD mRNAs were predicted to base-pair with the GlnZ seed region. Using the pXG30-sf constructs of glnHP and deoBD intergenic regions, we verified that the expression of glnP and deoD was repressed by S. enterica GlnZ1 and GlnZ2 through the base-pairing mechanism (Figure 3C and D). It is noteworthy that the glnP target region is located just upstream of the SD sequence and is conserved in E. coli as verified by the others (Walling et al., 2022). However, Salmonella GlnZ1 binds to the deoD mRNA at the first three codons, which are synonymously mutated in E. coli.
Next, we looked into the RNA-RNA interactome datasets in E. coli K-12 and UPEC O127:H6 strains (Melamed et al., 2016; Melamed et al., 2020; Pearl Mizrahi et al., 2021). In the cells grown in LB medium, the majority of GlnZ transcripts interacted with the sdhB-sucA intergenic region. Interestingly, GlnZ was also found to associate with the pdhR-aceE intergenic region. Using the pXG30-sf translational fusion of pdhR-aceE, we observed significant repression of AceE::sfGFP fusion by E. coli GlnZ (Figure 3E). The repression was relieved by the G12C mutation in GlnZ, but was restored by its complementary C-99G mutation in aceE, showing that GlnZ regulates aceE through base-pairing far upstream of TIR. However, the expression of aceE was not repressed by S. enterica GlnZ1 (Figure 3F). We reasoned that the seed region of GlnZ1 contains G instead of U at the 143rd nucleotide, and thus the interaction with aceE is weaker than the E. coli GlnZ. When the nucleotide is substituted by U (G143U), GlnZ1 gained the inhibitory effect on S. enterica aceE by extending the hybridization (Figure 3D). Overall, GlnZ post-transcriptionally regulates sucA and glnP in common, but the mutations adjacent to the seed region and in the target brought about the species-specific regulation of aceE and deoD, respectively.
GlnZ represses SucA during growth on Gln as the sole nitrogen source
As the post-transcriptional regulation by GlnZ through the base-pairing mechanism has been verified, we evaluated the effect of endogenous GlnZ on its primary target sucA. To this end, we constructed mutant strains partially lacking the glnA 3′UTRs (ΔglnZ) of S. Typhimurium SL1344 and E. coli K-12 and analyzed the SucA levels by western blot. These deletion mutants grew in the minimal media similarly to the respective wild-type (WT) strains. The levels of SucA protein were twice as high during growth in ammonium-containing media than during growth on Gln as the sole source of nitrogen but were not significantly altered by the deletion of glnZ (Figure 4A). However, the S. enterica ΔglnZ strain expressed ~1.3-fold higher levels of SucA than WT during growth on Gln (Figure 4A), indicating that GlnZ represses SucA when the basal expression level of SucA is low.
Figure 4. Repression of SucA by endogenous GlnZ.
(A) GlnZ post-transcriptionally represses the expression of SucA in Salmonella during growth on glutamine (Gln) as the nitrogen source. Salmonella wild-type (WT) and ΔglnZ strains were grown to exponential phase (OD600 ~0.5) in MOPS minimal medium containing 0.2% glucose as the carbon source and different nitrogen sources; 0.1% ammonium, 0.01% ammonium, 5 mM Gln, and 5 mM Gln plus 0.01% ammonium. (B) GlnZ and Nac independently repress the expression of SucA in Escherichia coli during growth on Gln as the nitrogen source. E. coli WT, ΔglnZ, Δnac, and ΔglnZΔnac strains were grown to exponential phase (OD600 ~0.5) in MOPS minimal medium containing 0.2% glucose as the carbon source and either 0.1% ammonium or 5 mM Gln as the nitrogen source. The expression of SucA and glutamine synthetase (GS) was analyzed by western blots (upper panels), and that of GlnZ was analyzed by northern blots (bottom panels). GroEL served as a loading control for western blots; 5S rRNA for northern blots. The expression levels of SucA relative to GroEL were normalized to that of WT strain grown on Gln, and the standard deviation was calculated from biological replicates (n>3). Statistical significance was calculated using one-way ANOVA and denoted as *p<0.05.
Likewise, we observed a modest but significant increase (~1.4-fold) in the SucA expression level in the E. coli glnZ mutant during growth on Gln (Figure 4B). Still, the difference was much greater (~5-fold) when compared between the poor and rich nitrogen sources, implicating additional regulators in the control of SucA expression. Recently, the global regulator of nitrogen assimilation control (Nac), which is absent in S. enterica (Muse and Bender, 1998), was found to bind the sucA promoter in E. coli (Aquino et al., 2017). In line with this finding, SucA and SucB exhibited a similar expression pattern during growth with different nitrogen sources in E. coli, while the level of SucB was constant in S. enterica (Figure 1B). We verified that the deletion of nac alone slightly increased the SucA level without affecting the GlnZ level, but the double mutant of nac and glnZ further raised the SucA level by ~2.5-fold compared to WT (Figure 4B). As Nac and GlnZ are induced through transcriptional activation by NtrC, E. coli utilizes the transcriptional and post-transcriptional regulators to repress the same target in parallel.
Hfq is required for GlnZ biogenesis and its target regulation
Since E. coli GlnZ is classified as a class I sRNA which binds to proximal and rim faces of RNA chaperone Hfq (Kavita et al., 2022), Hfq is implicated in the stability of GlnZ. Using the probe that hybridizes the 3′ end region of K-12 GlnZ, we detected a few bands of GlnZ, denoted as GlnZ213, GlnZ194, and GlnZ174 by the others (Walling et al., 2022). In the hfq mutant, the glnA mRNA was induced under the nitrogen limiting conditions, but we detected only faint fragments of GlnZ174 (Figure 5A). This result shows that Hfq is essential for GlnZ biogenesis. Interestingly, the levels of GlnA protein were rather elevated in the absence of Hfq, implying that the expression of GlnA is subject to post-transcriptional regulation by Hfq.
Figure 5. Hfq is essential for GlnZ biogenesis and target regulation.
(A) Expression profiles of glnA gene products in Escherichia coli and its hfq mutant during growth on different nitrogen sources. E. coli BW25113 and its hfq mutant were grown to exponential phase (OD600 ~0.5) in MOPS media containing 0.2% glucose as the carbon source and the following nitrogen sources: 0.1% ammonium, 0.01% ammonium, 5 mM Gln, or 5 mM Gln plus 0.01% ammonium. The protein and RNA levels were analyzed as in Figure 1BCD except E. coli GlnZ detection by a specific oligonucleotide probe MMO-0419. (B) Target regulation by ectopic expression of GlnZ and its derivatives. E. coli ΔglnZ and ΔglnZΔhfq strains harboring the constitutive GlnZ expression plasmids (Supplementary file 5) were grown to exponential phase (OD600 ~1.0) in LB medium. The expression of AceE, SucA, and SucB was analyzed by western blots (upper panels), and that of GlnZ was analyzed by northern blots (bottom panels). GroEL served as a loading control for western blots; 5S rRNA for northern blots. (C) GlnZ is generated primarily from the glnA mRNA. E. coli ΔglnZ and ΔglnZΔhfq strains harboring pBAD-glnAsal, pBAD-glnAeco, or pBAD-GlnZeco were grown to exponential phase (OD600 ~1.0) at 37°C and further incubated for 10 min in the presence (+) or absence (-) of 0.2% l-arabinose.
To clarify the reason why GlnZ was not generated in the hfq mutant, GlnZ was ectopically expressed as a primary transcript as in the reporter assays. GlnZ and its mutants, G15C and G12C, were equally abundant in the E. coli ΔglnZ strain grown exponentially in LB medium. In the hfq mutant, we detected ectopically expressed GlnZ though at lower levels than in WT (Figure 5B), indicating that Hfq stabilizes the GlnZ transcript. Concomitantly, the expression of target genes was analyzed by western blot. The level of SucA was significantly reduced by GlnZ but not by the G15C mutant (Figure 5B). The G12C mutation did not significantly affect the regulation of sucA in line with the predicted base-pairing interaction (Figure 3B). In contrast, the level of SucB was unaffected even if GlnZ was overexpressed, showing that GlnZ-mediated repression does not extend to the downstream gene. GlnZ also repressed the chromosomally expressed AceE protein, but either G15C or G12C substitution modestly relieved the repression in line with the predicted base-pairing interaction (Figure 3E). These results suggest that Hfq is involved in the stability of GlnZ and the target regulation by GlnZ.
Notably in S. enterica, the binding site of GlnZ is located far upstream of the sucA TIR, where GlnZ is unlikely to compete with 30S ribosomes directly (Fröhlich and Papenfort, 2020). We found a purine-rich sequence in the vicinity of sucA TIR in both E. coli and S. enterica (Figure 3—figure supplement 1A). This is reminiscent of the noncanonical mechanism of Hfq-mediated repression of sdhC, in which a class I sRNA Spot42 binds far upstream of TIR and recruits Hfq to the TIR-proximal region to inhibit translation directly (Desnoyers and Massé, 2012). To clarify the role of the purine-rich sequence of sucA, we deleted the 15 nt region from the translational fusion constructs of S. enterica and E. coli sucA (Δ15). For S. enterica sucA, the longer spacer region was also deleted (Δ127 and Δ142) to make the distance between the target site and TIR equal to the E. coli sucA counterparts (Figure 3—figure supplement 1A). The deletion of the 15 nt region resulted in a significant decrease of the basal translation levels of S. enterica and E. coli sucA (Figure 3—figure supplement 1B). However, GlnZ had no significant effect on the translational fusion lacking the 15 nt region even though the seed region got closer to the TIR. These results show that the purine-rich sequence upstream of TIR is critical for the GlnZ-mediated repression of sucA translation.
Hfq and RNase E are indispensable for GlnZ processing
A 3′UTR-derived sRNA is either transcribed from an ORF-internal promoter as a primary transcript or released from an mRNA by a ribonuclease (Miyakoshi et al., 2015a). To clarify how GlnZ is generated, the glnA genes of S. enterica and E. coli were ectopically expressed from an arabinose-inducible PBAD promoter in the E. coli ΔglnZ background. With this plasmid expression system, we detected processed fragments as in the endogenous transcripts but virtually no transcripts in the absence of l-arabinose (Figure 5C), confirming that GlnZ is generated from the glnA mRNA. In the hfq mutant, E. coli GlnZ was successfully expressed as a primary transcript but not when transcribed along with the glnA mRNA from the PBAD promoter (Figure 5C). This result suggests that Hfq is required for the processing of E. coli GlnZ. However, the S. enterica glnA mRNA produced somewhat different fragments in the absence of Hfq; although a precursor processed upstream of the glnA stop codon was not detected, a substantial amount of GlnZ1 was still produced.
As many 3′UTR-derived sRNAs are processed by RNase E (Ponath et al., 2022), several RNase E cleavage sites have been identified in the glnA 3′UTR in S. enterica (Chao et al., 2017). To clarify the requirement of RNase E, the glnA mRNA of S. enterica or E. coli was pulse-expressed for 10 min either in the E. coli WT or temperature-sensitive RNase E mutant ams-1 (TS). The fragment patterns were comparable between WT and TS strains at the permissive temperature. At the non-permissive temperature, the TS strain exhibited no accumulation of processed GlnZ sRNAs (Figure 5B). Thus, we conclude that RNase E is critical for GlnZ biogenesis from the glnA mRNAs.
sRNA release from its parental mRNA is essential for target regulation
GlnZ is crucial for the post-transcriptional regulation of sucA. Still, the parental glnA mRNA can also be the regulator because it contains the seed region and Rho-independent terminator, both of which are a prerequisite for Hfq-mediated interaction with a target mRNA. To this end, we analyzed whether GlnZ processing is required for its target regulation using the E. coli K-12 pBAD-glnA variants. We identified two RNase E cleavage sites flanking the glnA stop codon, which are conformable to the consensus motif (Chao et al., 2017), and introduced mutations into the pBAD-glnAeco plasmid to disrupt the processing by RNase E without affecting the seed region (Figure 6B). The mutation at the downstream site (mut1) strongly inhibited the processing but slightly stimulated the cleavage at the upstream site compared to WT while the mutation at the upstream site (mut2) did not affect the downstream cleavage (Figure 6C). Simultaneous mutations at the two cleavage sites (mut3) almost completely abrogated the processing of the glnA mRNA (Figure 6C). This result suggests that RNase E processively cleaves the two sites of the E. coli glnA mRNA in the 5′ to 3′ direction. It is noteworthy that the upstream RNase E cleavage site is conserved in S. enterica glnA and may be responsible for the processing of the ~200 nt precursor (Figures 5C and 6A).
Figure 6. GlnZ release from the glnA mRNA is necessary for target repression.
(A) RNase E is essential for the processing of glnA mRNA. Escherichia coli ΔglnZ (wild-type [WT]) and ΔglnZ ams-1 (TS) strains harboring pBAD-glnAsal or pBAD-glnAeco were grown to OD600 ~0.5 at 30°C and split into two flasks. The flasks were incubated at either 30°C or 42°C for 30 min and further incubated for 10 min after adding 0.2% l-arabinose. The size is estimated by DynaMarker RNA Low II ssRNA fragment. (B) The nucleotide sequence of RNase E cleavage sites in E. coli K-12 glnA mRNA. The C-terminal amino acid sequence of GlnA is shown below the nucleotide sequence. The glnA stop codon and the GlnZ seed region are boxed. The mutated nucleotides are indicated in red. (C) The processing of GlnZ is abrogated by the mutations in RNase E cleavage sites. GlnZ processed from either the glnA mRNA or the GlnZ precursor sRNA was analyzed by northern blot. 5S rRNA served as a loading control. (D) The processing of GlnZ is required for the repression of SucA in the form of mRNA but not the precursor sRNA. Expression levels of SucA and GlnA were analyzed by western blot. GroEL served as a loading control. E. coli ΔglnZ strains harboring pBAD expression plasmids were grown to exponential phase (OD600 ~1.0) in LB medium in the absence (-) or presence of 0.01% l-arabinose (+). Bar graph represents the fold change of SucA repression by the glnA mRNA induced by arabinose calculated from biological replicates (n>5) with standard deviation. Statistical significance was calculated using one-way ANOVA and denoted as *p<0.05.
Figure 6—figure supplement 1. Expression of GlnZ and its targets in Escherichia coli rnc14 mutant.
Next, we analyzed the protein levels upon ectopic expression of the pBAD-glnAeco variants. Western blot analysis showed that these plasmids expressed GlnA at strikingly higher levels than the endogenous level (Figure 6D). This result also confirms that mutations in RNase E cleavage sites did not affect the translation of GlnA. Ectopic expression of the WT glnAeco mRNA significantly repressed SucA, but when mut1 was introduced into the glnA mRNA, SucA expression was no longer affected (Figure 6D). Notably, this mutation also abrogated the processing of a precursor GlnZ with the 30 nt extension at the 5′ end (GlnZ + 30) but still repressed the expression of SucA (Figure 6C and D). This result indicates that GlnZ needs to be separated from its parental mRNA to regulate its target mRNA. If the glnA mRNA is not processed properly, the translation might interfere with the base-pairing interaction with the target mRNA.
Discussion
This study shows that the expression of SucA is repressed in S. enterica and E. coli during growth on Gln while the expression of GS is strikingly induced (Figure 1B), which leads to an increased metabolic flux of 2-OG from the TCA cycle to the GS-GOGAT pathway. Through the transcriptional activation of glnA by the NtrBC two-component system, GlnZ concomitantly represses the sucA mRNA at the post-transcriptional level (Figure 7). Thus, both the sRNA and protein expressed from the same mRNA act independently to balance the supply and demand of the fundamental intermediates of carbon and nitrogen metabolism. This study also highlights a difference between S. enterica and E. coli. The NtrBC-activated transcriptional regulator Nac reinforces the repression of suc operon at the transcriptional level in parallel in E. coli, whereas S. enterica devoid of nac exhibits discoordinated expression of SucA and SucB in response to nitrogen availability. Moreover, the position of seed region and the length of GlnZ are variable among E. coli species, and a single nucleotide substitution alters the specificity of target mRNAs. Importantly, GlnZ is primarily generated by RNase E-dependent cleavage from the 3′UTR of glnA mRNA. Although the glnA mRNA possesses the regulatory module within its 3′UTR, the mRNA devoid of processing is unable to regulate its target mRNA in trans. Thus, the sRNA needs to be separated from its parental mRNA to regulate its target mRNA.
Figure 7. GlnA and GlnZ expressed from glnA mRNA facilitate nitrogen assimilation independently.
The expression of GlnA and GlnZ is induced by the two-component system NtrBC upon nitrogen limitation. The glutamine synthetase (GS)-glutamine 2-oxoglutarate amidotransferase (GOGAT) (GlnA-GlnBD) pathway assimilates ammonia using 2-oxoglutarate (2-OG) as the carbon skeleton. GlnZ sRNA is released from the 3′UTR of glnA mRNA by RNase E to repress the expression of SucA at the post-transcriptional level. In Escherichia coli, the transcriptional regulator nitrogen assimilation control (Nac), whose expression is activated by NtrC, represses the transcription of sucABCD operon in parallel. The repression of 2-oxoglutarate dehydrogenase (OGDH) (SucAB) upon nitrogen limitation results in the accumulation of 2-OG and redirects the carbon flow from the TCA cycle to the GS-GOGAT pathway.
Conservation and variation of the glnAZLG locus and the GlnZ regulon
The E. coli glnA 3′UTR can be classified into three classes. We demonstrate that the difference in the glnA 3′UTRs does not affect the expression of downstream glnLG genes (Figure 2D), and thus the regulon of NtrBC two-component system. The glnAZLG genetic organization is conserved in Enterobacteriaceae, but glnA and glnLG (ntrBC) genes are often separated in the other γ-Proteobacteria. For instance, Pseudomonas aeruginosa harbors four ORFs between glnA and ntrBC. Moreover, a RpoN-dependent sRNA NrsZ has been found downstream of ntrBC, which regulates rhamnolipid biosynthesis and motility (Wenner et al., 2014). In the corresponding locus, Salmonella carries the yshB gene (Hemm et al., 2008), which encodes a small protein involved in the intracellular replication of Salmonella (Bomjan et al., 2019). However, yshB contains its own promoter and is not induced in nitrogen limiting conditions.
The GlnZ seed region is highly conserved to regulate sucA and glnP in common but is located at different positions in the glnA 3′UTR in S. enterica and E. coli. The repression of GlnHPQ ABC transporter by GlnZ may form a negative feedback loop to maintain the intracellular concentration of Gln. Each GlnZ might regulate other species-specific genes using its unique sequence, as in the case of E. coli SdhX repressing katG (De Mets et al., 2019; Miyakoshi et al., 2019).
By contrast, aceE is repressed by GlnZ in E. coli, but S. enterica GlnZ1 is deficient in this regulation due to the extra G adjacent to the seed region (Figure 3E and F). We further identified the S. enterica-specific target deoD encoding the purine nucleoside phosphorylase, with which base-pairing interaction involves the extra G nucleotide of S. enterica GlnZ1 (Figure 3D). Notably, none of the E. coli strains have the G nucleotide adjacent to the seed region, but 11 out of 55 E. fergusonii strains possess the 41st G nucleotide instead of U in the glnA 3′UTRs (Figure 3—figure supplement 2). E. fergusonii GlnZ resembles that of E. coli O157 with a few nucleotide substitutions, and as expected, the U41G mutation in the O157 GlnZ reduced its activity on aceE (Figure 3—figure supplement 2). We speculate that the base-pairing between pdhR-aceEF mRNA and GlnZ is beneficial for E. coli but is subject to trade-offs among the other targets.
Both sucA and aceE mRNAs are targeted by GlnZ in E. coli and encode components of analogous multienzyme complexes, OGDH and PDH, respectively. These enzymes associate with the common E3 subunit, Lpd, and are competitive for the cofactor HS-CoA to produce succinyl-CoA and acetyl-CoA, respectively (Shimada et al., 2021). Moreover, these target mRNAs contain relatively long stem-loop structures recognized by RNase III in E. coli (Cunningham and Guest, 1998; Gordon et al., 2017). Intriguingly, we found that SucA was downregulated and AceE was upregulated in the rnc14 mutant while SucB in the same operon was unaffected (Figure 6—figure supplement 1), showing specific RNase III-mediated regulation of the two genes in opposite directions. RNase III cleaves the sucA 5′UTR at three sites upstream of the GlnZ target site (Cunningham and Guest, 1998), but the RNase III cleavage site on the 5′UTR of aceE mRNA is located downstream of the GlnZ target site (Gordon et al., 2017). Thus, the aceE mRNA becomes resistant to GlnZ if fully processed by RNase III. Our translational fusion constitutively transcribing the pdhR-aceE intergenic region was sensitive to GlnZ probably due to the high levels of ectopic expression (Figure 4E).
It has recently been reported that GlnZ of E. coli K-12 is also a substrate of RNase III in vitro as it contains a long stem-loop structure (Walling et al., 2022). We tested whether the processing of glnA mRNA is modified in the rnc14 mutant using the pBAD expression system. However, we observed no significant changes in the expression patterns of GlnZ from the glnA mRNA (Figure 6—figure supplement 1), suggesting that RNase III plays a minor role in the processing of GlnZ. However, Walling et al. argue that RNase III is involved in the target regulation upon GlnZ overexpression (Walling et al., 2022). Further investigation is necessary to elucidate how RNase III, RNase E, and Hfq mediate the interplay between these important metabolic mRNAs.
Difference between mRNA-derived sRNAs and dual-function sRNAs
mRNA-derived sRNAs have emerged from diverse regions of mRNAs (Adams and Storz, 2020). In enterobacteria, 3′UTR often binds with RNA chaperones Hfq and ProQ, thus serving as a reservoir of functional sRNAs (Miyakoshi et al., 2015a; Ponath et al., 2022). Surprisingly, regardless of Hfq functionality, 3′UTR-derived sRNAs are also found in Gram-positive bacteria (Fuchs et al., 2021; Desgranges et al., 2022; Lalaouna et al., 2019). Moreover, several 5′UTR-derived and ORF-internal RNAs have been discovered in S. enterica and E. coli (Adams et al., 2021; Matera et al., 2022). Wherever sRNAs are derived, their parental mRNAs share identical nucleotide sequences and thus can function as post-transcriptional regulators, too. Likewise, dual-function sRNAs are actually mRNAs that encode small peptides and base-pair with target RNAs in trans (Raina et al., 2018). The two events on dual-function sRNAs are mutually exclusive depending on translation efficiency, RNA stability, and temperature (Aoyama et al., 2021; Raina et al., 2022; Balasubramanian and Vanderpool, 2013; Aoyama et al., 2022). Moreover, post-transcriptional regulation via mRNA-mRNA interactions is not rare in Gram-positive bacteria (Liu et al., 2015; Chen et al., 2015; Ignatov et al., 2020; Mediati et al., 2022).
Nonetheless, whether the processing is required for the mRNA-derived sRNAs remained obscure. This study first demonstrated that E. coli GlnZ functions independently of its parental mRNA but acts in the same biological pathway as the translated protein. This is not simply attributable to sRNA maturation through RNase E cleavage as in the case of ArcZ (Chao et al., 2017) since the GlnZ precursor but not the glnA mRNA was capable of target regulation (Figure 6D). We suggest that the translation of glnA mRNA interferes with the base-pairing interaction because the seed region is close to the stop codon in E. coli K-12 (Figure 6B).
That said, this study does not exclude the possibility that a parental mRNA itself also interacts with its target mRNA in Gram-negative bacteria. The spacer length between the stop codon and the seed region of a 3′UTR-derived sRNA varies among species and depends on genomic loci. For example, the highly conserved CpxQ sRNA contains two seed regions, R1 and R2, downstream of the cpxP stop codon (Chao and Vogel, 2016), the former of which overlaps with its identified RNase E cleavage site. In contrast, the NarS sRNA is processed at a conserved RNase E cleavage site far upstream of the narK stop codon, but E. coli NarS is much larger than Salmonella NarS due to a 170 nt insertion sequence downstream of the narK stop codon (Wang et al., 2020). It needs to be explored further how the prokaryotic gene expression system coordinates translation, processing, and base-pairing events occurring on a single mRNA molecule.
Multilayered regulation of the nitrogen assimilation pathway
The regulation of GS has been intensively studied in model enterobacteria particularly on the transcriptional regulation and the post-translational modification (van Heeswijk et al., 2013). As the relative levels of glnA mRNA and its protein product are discordant in the E. coli hfq mutant (Figure 5A), we suggest that GS is also subject to Hfq-mediated post-transcriptional regulation. However, it seems counterintuitive that S. enterica and E. coli express strikingly high levels of GS in the presence of its metabolic product (Figure 1B), even though the activity of GS is tightly controlled through post-translational modification (Huergo et al., 2013). This raises a question of how enterobacteria coordinate the activity and expression of GS in response to nitrogen availability.
Cyanobacteria and archaea utilize different types of GS without covalent modification and have evolved unique mechanisms to regulate GS through both post-transcriptional regulation and protein-protein interactions (Prasse and Schmitz, 2018; Moeller et al., 2021; Bolay et al., 2018). In metanogenic archaea Methanosarcina mazei, the sRNA154 controls the expression of GS and PII-like signal transduction protein (Prasse et al., 2017). In addition, a small protein sP26 is induced upon nitrogen starvation and stimulates the activity of GS (Gutt et al., 2021). In Synechocystis, the global nitrogen regulator NtcA upregulates glnA in response to increased 2-OG levels and downregulates gifA and gifB encoding the GS inactivating factors IF7 and IF17, respectively (García-Domínguez et al., 2000). NtcA also activates the expression of NsiR4 sRNA, which represses the gifA gene at the post-transcriptional level (Klähn et al., 2015). The expression of gifB is enhanced by a Gln-binding riboswitch in its 5′UTR, enabling a rapid negative feedback of GS activity in response to its product (Klähn et al., 2018).
Besides the Gln and Glu synthetic pathways, the branch point in the TCA cycle is a plausible target to fine-tune the metabolic balance between carbon and nitrogen as we show that GlnZ primarily regulates the expression of OGDH in enterobacteria. Other bacteria are known to modulate the activity of TCA cycle enzymes in response to nitrogen availability through direct protein interactions. Corynebacterium glutamicum produces high levels of Glu by inhibiting the OGDH activity with a 15 kDa protein OdhI depending on its phosphorylation state (Niebisch et al., 2006). In V. cholerae, the VcdRP dual-functional sRNA represses the PTS-coding mRNAs while the 29-aa small protein VcdP activates citrate synthase GltA to accumulate 2-OG and Glu (Venkat et al., 2021).
In summary, this study adds another layer to the complex regulatory system of nitrogen assimilation in enterobacteria; the glnA mRNA expresses both GS and the post-transcriptional regulator GlnZ to fulfill the supply and demand of the nitrogen reservoir. Still, even with the help of the transcriptional regulator Nac in E. coli, GlnZ does not fully account for the strong repression of SucA expression upon nitrogen limitation. As many bacteria and archaea employ various regulatory RNAs and proteins, future studies will identify more factors for the redundant control of the central metabolic pathways in the model microorganisms.
Materials and methods
Bacterial strains
S. enterica serovar Typhimurium strain SL1344 (JVS-1574) and E. coli strain BW25113 were used as WT strains. The strains used in this study are listed in Supplementary file 2. Bacterial cells were grown at 37°C with reciprocal shaking at 180 rpm in LB Miller medium (BD Biosciences) or MOPS minimal medium (Neidhardt et al., 1974). As a carbon source, MOPS minimal medium was supplemented with 0.2% glucose or 20 mM sodium pyruvate. Where appropriate, the nitrogen source of the MOPS minimal medium was substituted by 0.01% of ammonium chloride or 5 mM Gln (prepared freshly to avoid spontaneous hydrolysis) for 0.1% ammonium chloride. For SL1344 and its derivatives, 40 µM histidine was added into MOPS minimal medium, which does not interfere with GS expression. Optical density (OD600) was automatically monitored throughout the growth every 10 min using OD-Monitor C&T (TAITEC). Where appropriate, media were supplemented with antibiotics at the following concentrations: 100 µg/ml ampicillin (Ap), 50 µg/ml kanamycin (Km), and 20 µg/ml chloramphenicol (Cm).
Plasmid construction
A list of all plasmids and oligonucleotides used in this study can be found in Supplementary file 3 and 4. Constitutive expression plasmids, arabinose-inducible pBAD expression plasmids, and translational fusion plasmids were derived from pZE12-luc, pKP8-35, and pXG30-sf, respectively (Urban and Vogel, 2007; Papenfort et al., 2006; Corcoran et al., 2012). Single-nucleotide mutations were introduced by inverse PCR using KOD-Plus-Neo DNA polymerase (Toyobo) and overlapping primer pairs (Supplementary file 4) followed by DpnI digestion. The nucleotide sequences of the plasmid inserts can be found in Supplementary file 5.
Strain construction
The glnZ deletion strains were constructed by the λ Red system (Datsenko and Wanner, 2000). The glnA 3′UTR was deleted using pKD4 as a template and primer pairs, MMO-0371/0372 for Salmonella and MMO-0401/0402 or MMO-0401/0583 for E. coli, respectively. The resulting Km resistant strains were confirmed by PCR, and the mutant loci were transduced into appropriate genetic backgrounds by P22 and P1 phages in Salmonella and E. coli, respectively. The temperature-sensitive plasmid pCP20 expressing FLP recombinase was used to eliminate the resistance gene from the chromosome.
The Δhfq::cat, ams-1::Tn10, and rnc14::Tn10 loci were transduced from E. coli strains TM587 (Morita et al., 2005), TM151 (Morita et al., 2006), and ST201 (Sunohara et al., 2004) into appropriate genetic backgrounds by P1 phage, respectively.
The glnZ locus in BW25113 was substituted for glnZ from O157 or O111 by scar-less mutagenesis using a two-step λ Red recombination system (Blank et al., 2011). The DNA fragment containing a CmR resistance marker and a I-SceI recognition site was amplified with primer pairs MMO-0401/0451 using pWRG100 plasmid as a template and was integrated into the BW25113 chromosome by λ Red recombinase expressed from pKD46. The resultant CmR mutant was transformed by pWRG99, and the heterogeneous glnZ allele from O157 or O111 was amplified with MMO-0786/0787 and integrated into the chromosome by λ Red recombinase expressed from pWRG99. The resultant recombinants were selected on LB agar plate supplemented with Ap and 2 µg/ml of anhydrotetracycline to express I-SceI endonuclease. The successful recombinants were confirmed by Cm sensitivity, PCR, and sequencing.
The 3xFLAG epitope tag at the C-terminus of ntrC was amplified with primer pairs MMO-0757/0758 using pSUB11 (Uzzau et al., 2001) as a template and was introduced into the chromosome by the λ Red system. The resulting Km resistant strains were confirmed by PCR, and the mutant locus was transduced into appropriate genetic backgrounds by P1 phage.
GFP fluorescence quantification
E. coli ΔglnZ transformants harboring a combination of the translational fusions and the GlnZ constitutive expression plasmids (Supplementary file 3, 5 and 7) were inoculated from single colonies in 500 µl LB medium containing Ap and Cm in 96-well deep well plates (Thermo Fisher Scientific) and were grown overnight at 37°C with rotary shaking at 1200 rpm in DWMax M-BR-032P plate shaker (Taitec). The 100 µl overnight cultures were dispensed into 96-well optical bottom black microtiter plates (Thermo Fisher Scientific). OD600 and fluorescence (excitation at 485 nm and emission at 535 nm with dichroic mirror of 510 nm, fixed gain value of 50) were measured using Spark plate reader (Tecan). The relative fluorescence units were calculated by subtracting the autofluorescence of bacterial cells without gfp grown in the same condition and normalized by OD600.
Northern blot
Total RNA was isolated using the TRIzol reagent (Invitrogen), treated with TURBO DNase (Invitrogen), and precipitated with cold ethanol. RNA was quantified using NanoDrop One (Invitrogen). Total RNA (5 µg) was separated by gel electrophoresis on 6% or 8% polyacrylamide/7 M urea gels in 1×TBE buffer for 2.5 hr at 300 V using Biometra Eco-Maxi system (Analytik-Jena). DynaMarker RNA Low II ssRNA fragment (BioDynamics Laboratory) was used as a size marker. RNA was transferred from the gel onto Hybond N+membrane (Cytiva) by electroblotting for 1 hr at 50 V using the same device. The membrane was crosslinked with transferred RNA by 120 mJ/cm2 UV light, incubated for prehybridization in Rapid-Hyb buffer (Cytiva) at 42°C for 1 hr, and then incubated for hybridization with a [32P]-labeled probe (Supplementary file 4) at 42°C overnight. The membrane was washed in three 15 min steps in 5×SSC/0.1% SDS, 1×SSC/0.1% SDS, and 0.5×SSC/0.1% SDS buffers at 42°C. Signals were visualized on Typhoon FLA7000 scanner (GE Healthcare) and quantified using Image Quant TL software (GE Healthcare).
For northern blot analysis of mRNA, total RNA samples (2 µg) were resolved by 1.5% agarose gel electrophoresis in the presence of formaldehyde and blotted onto a Nylon Membrane, positively charged (Roche). DynaMarker Prestain Marker for RNA high (BioDynamics Laboratory) was used as a size marker. The RNAs were visualized by using a detection system with digoxigenin (DIG) (Roche) and then captured using the imaging system ChemiDoc XRS Plus (Bio-Rad). The antisense RNA probes corresponding to the 3′-end portion of glnA CDS were prepared by the DIG RNA Labeling Kit (Roche).
Western blot
Bacteria culture was collected by centrifugation for 5 min at 5000 × g at 4°C, and the pellet was dissolved in 1× protein loading buffer to a final concentration of 0.01 OD/µl. After heating for 5 min at 95°C, 0.002 OD of whole-cell samples were separated on 7.5% TGX gels (Bio-Rad). Proteins were transferred onto Hybond P PVDF 0.2 membranes (Cytiva), and membranes were blocked for 10 min in Bullet Blocking One (Nacalai Tesque, Kyoto, Japan) and were incubated for 1 hr at RT or overnight at 4°C with rabbit polyclonal α-SucA (1:10,000, Tanpaku Seisei Co., Gunma, Japan), α-SucB (1:10,000, Tanpaku Seisei Co., Gunma, Japan), α-AceE (1:10,000, Tanpaku Seisei Co., Gunma, Japan), α-GlnA (1:5000, raised against a synthetic peptide CAHQVNAEFFEEGKMFDGSS, Sigma-Aldrich), α-GroEL (1:10,000, Sigma-Aldrich #G6532), and mouse monoclonal α-FLAG (1:5000, Sigma-Aldrich #F1804) diluted in Bullet Blocking One. Membranes were washed three times for 15 min in 1×TBST buffer at RT. Then, membranes were incubated for 1 hr at RT with secondary anti-mouse or anti-rabbit HRP-linked antibodies (Cell Signaling Technology #7076 or #7074; 1:5000) diluted in Bullet Blocking One and were washed three times for 15 min in 1×TBST buffer. Chemiluminescent signals were developed using Amersham ECL Prime reagents (Cytiva), visualized on LAS4000 (GE Healthcare), and quantified using Image Quant TL software.
RNA-seq analysis
Biological duplicates of S. Typhimurium SL1344 strain harboring pKP-8-35 or pBAD-GlnZ1 plasmids were grown to exponential phase (OD600 ~1.0) in LB medium. sRNA expression was induced by adding 0.2% l-arabinose for 10 min. Cell cultures were immediately mixed with 20% (v/v) of stop solution (95% ethanol, 5% phenol) and snap-frozen in liquid nitrogen. Total RNA was isolated using the TRIzol reagent (Invitrogen) and treated with TURBO DNase (Invitrogen). Ribosomal RNA was depleted using NEBNext rRNA Depletion Kit (Bacteria), and RNA integrity was confirmed using TapeStation (Agilent). Directional cDNA libraries were prepared using the NEBNext Ultra II Directional RNA Library Prep Kit for Illumina (#7760L). The libraries were sequenced using NovaSeq 6000 platform in the single-read mode for 101 cycles.
Reads were mapped to the S. Typhimurium SL1344 reference genome (GenBank accession number FQ312003.1) using bowtie2 version 2.3.2, and HTSeq version 0.5.3p3 was used to generate the count matrix. Reads mapping to annotated coding sequences were counted, normalized (CPM), and transformed (log2 fold change). Differential expression between the conditions was tested using edgeR version 3.28.0. Genes with a log2 fold change >2.0 and FDR adjusted p-value <0.01 were defined as differentially expressed. The RNA-seq data have been deposited in DDBJ DRA under accession number DRA012682.
Acknowledgements
The authors would like to thank Jörg Vogel for critical reading, Maxence Lejars, Takeshi Kanda, and Nozomu Obana for discussion and help with preparing figures, Natsuko Shirai for technical assistance, and NBRP-E. coli at NIG for providing E. coli strains. This work was partly performed in the Cooperative Research Project Program of the Medical Institute of Bioregulation, Kyushu University. FUNDING: This study was supported by JSPS KAKENHI grant numbers JP16H06279 (PAGS), JP19H03464, JP19KK0406, JP21K19063 to MM, and JP22H02236 to TK. Research in the Miyakoshi laboratory is funded by The Waksman Foundation of Japan and Takeda Science Foundation. MM is supported by Tomizawa Jun-ichi & Keiko Fund of Molecular Biology Society of Japan for Young Scientist.
Funding Statement
The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
Contributor Information
Masatoshi Miyakoshi, Email: mmiyakoshi@md.tsukuba.ac.jp.
Alexander J Westermann, Helmholtz Centre for Infection Research, Germany.
Satyajit Rath, Indian Institute of Science Education and Research (IISER), India.
Funding Information
This paper was supported by the following grants:
Japan Society for the Promotion of Science JP19H03464 to Masatoshi Miyakoshi.
Japan Society for the Promotion of Science JP19KK0406 to Masatoshi Miyakoshi.
Japan Society for the Promotion of Science JP21K19063 to Masatoshi Miyakoshi.
Japan Society for the Promotion of Science JP22H02236 to Kan Tanaka.
Japan Society for the Promotion of Science JP16H06279 to Hiroki Takahashi, Tetsuya Hayashi.
Waksman Foundation of Japan to Masatoshi Miyakoshi.
Takeda Medical Research Foundation to Masatoshi Miyakoshi.
Additional information
Competing interests
No competing interests declared.
No competing interests declared.
Author contributions
Conceptualization, Resources, Data curation, Formal analysis, Supervision, Funding acquisition, Validation, Investigation, Visualization, Methodology, Writing - original draft, Project administration, Writing – review and editing.
Validation, Investigation, Visualization, Writing – review and editing.
Investigation.
Investigation.
Data curation, Formal analysis, Funding acquisition.
Data curation, Formal analysis.
Formal analysis, Funding acquisition, Writing – review and editing.
Resources, Funding acquisition, Writing – review and editing.
Additional files
Data availability
The RNA-seq data have been deposited in DDBJ SRA under accession number DRA012682.
The following dataset was generated:
Miyakoshi M. 2021. Regulatory network analysis of mRNA 3'UTRs in Salmonella. DDBJ Sequence Read Archive. DRA012682
References
- Adams PP, Storz G. Prevalence of small base-pairing RNAs derived from diverse genomic loci. Biochimica et Biophysica Acta. Gene Regulatory Mechanisms. 2020;1863:194524. doi: 10.1016/j.bbagrm.2020.194524. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adams PP, Baniulyte G, Esnault C, Chegireddy K, Singh N, Monge M, Dale RK, Storz G, Wade JT. Regulatory roles of Escherichia coli 5’ UTR and ORF-internal RNAs detected by 3’ end mapping. eLife. 2021;10:e62438. doi: 10.7554/eLife.62438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aoyama JJ, Raina M, Storz G. Synthetic dual-function RNA reveals features necessary for target regulation. Journal of Bacteriology. 2021;204:JB0034521. doi: 10.1128/JB.00345-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aoyama JJ, Raina M, Zhong A, Storz G. Dual-function Spot 42 RNA encodes a 15-amino acid protein that regulates the CRP transcription factor. PNAS. 2022;119:e2119866119. doi: 10.1073/pnas.2119866119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aquino P, Honda B, Jaini S, Lyubetskaya A, Hosur K, Chiu JG, Ekladious I, Hu D, Jin L, Sayeg MK, Stettner AI, Wang J, Wong BG, Wong WS, Alexander SL, Ba C, Bensussen SI, Bernstein DB, Braff D, Cha S, Cheng DI, Cho JH, Chou K, Chuang J, Gastler DE, Grasso DJ, Greifenberger JS, Guo C, Hawes AK, Israni DV, Jain SR, Kim J, Lei J, Li H, Li D, Li Q, Mancuso CP, Mao N, Masud SF, Meisel CL, Mi J, Nykyforchyn CS, Park M, Peterson HM, Ramirez AK, Reynolds DS, Rim NG, Saffie JC, Su H, Su WR, Su Y, Sun M, Thommes MM, Tu T, Varongchayakul N, Wagner TE, Weinberg BH, Yang R, Yaroslavsky A, Yoon C, Zhao Y, Zollinger AJ, Stringer AM, Foster JW, Wade J, Raman S, Broude N, Wong WW, Galagan JE. Coordinated regulation of acid resistance in Escherichia coli. BMC Systems Biology. 2017;11:376. doi: 10.1186/s12918-016-0376-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aurass P, Düvel J, Karste S, Nübel U, Rabsch W, Flieger A. glnA truncation in Salmonella enterica results in a small colony variant phenotype, attenuated host cell entry, and reduced expression of flagellin and SPI-1-associated effector genes. Applied and Environmental Microbiology. 2018;84:e01838-17. doi: 10.1128/AEM.01838-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Balasubramanian D, Vanderpool CK. Deciphering the interplay between two independent functions of the small RNA regulator SgrS in Salmonella. Journal of Bacteriology. 2013;195:4620–4630. doi: 10.1128/JB.00586-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beisel CL, Storz G. Base pairing small RNAs and their roles in global regulatory networks. FEMS Microbiology Reviews. 2010;34:866–882. doi: 10.1111/j.1574-6976.2010.00241.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Blank K, Hensel M, Gerlach RG. Rapid and highly efficient method for scarless mutagenesis within the Salmonella enterica chromosome. PLOS ONE. 2011;6:e15763. doi: 10.1371/journal.pone.0015763. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bolay P, Muro-Pastor MI, Florencio FJ, Klähn S. The distinctive regulation of cyanobacterial glutamine synthetase. Life. 2018;8:52. doi: 10.3390/life8040052. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bomjan R, Zhang M, Zhou D. YshB promotes intracellular replication and is required for Salmonella virulence. Journal of Bacteriology. 2019;201:e00314-19. doi: 10.1128/JB.00314-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bono AC, Hartman CE, Solaimanpour S, Tong H, Porwollik S, McClelland M, Frye JG, Mrázek J, Karls AC. Novel DNA binding and regulatory activities for σ54 (RpoN) in Salmonella enterica serovar Typhimurium 14028s. Journal of Bacteriology. 2017;199:e00816-16. doi: 10.1128/JB.00816-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brown DR, Barton G, Pan Z, Buck M, Wigneshweraraj S. Nitrogen stress response and stringent response are coupled in Escherichia coli. Nature Communications. 2014;5:4115. doi: 10.1038/ncomms5115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chao Y, Vogel J. A 3’ UTR-derived small RNA provides the regulatory noncoding arm of the inner membrane stress response. Molecular Cell. 2016;61:352–363. doi: 10.1016/j.molcel.2015.12.023. [DOI] [PubMed] [Google Scholar]
- Chao Y, Li L, Girodat D, Förstner KU, Said N, Corcoran C, Śmiga M, Papenfort K, Reinhardt R, Wieden HJ, Luisi BF, Vogel J. In vivo cleavage map illuminates the central role of RNase E in coding and non-coding RNA pathways. Molecular Cell. 2017;65:39–51. doi: 10.1016/j.molcel.2016.11.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen C, Zhang X, Shang F, Sun H, Sun B, Xue T. The Staphylococcus aureus protein-coding gene gdpS modulates sarS expression via mRNA-mRNA interaction. Infection and Immunity. 2015;83:3302–3310. doi: 10.1128/IAI.00159-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen J, Morita T, Gottesman S. Regulation of transcription termination of small RNAs and by small RNAs: molecular mechanisms and biological functions. Frontiers in Cellular and Infection Microbiology. 2019;9:201. doi: 10.3389/fcimb.2019.00201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Corcoran CP, Podkaminski D, Papenfort K, Urban JH, Hinton JCD, Vogel J. Superfolder GFP reporters validate diverse new mRNA targets of the classic porin regulator, MicF RNA. Molecular Microbiology. 2012;84:428–445. doi: 10.1111/j.1365-2958.2012.08031.x. [DOI] [PubMed] [Google Scholar]
- Cunningham L, Guest JR. Transcription and transcript processing in the sdhCDAB-sucABCD operon of Escherichia coli. Microbiology. 1998;144:2113–2123. doi: 10.1099/00221287-144-8-2113. [DOI] [PubMed] [Google Scholar]
- Datsenko KA, Wanner BL. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. PNAS. 2000;97:6640–6645. doi: 10.1073/pnas.120163297. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Mets F, Van Melderen L, Gottesman S. Regulation of acetate metabolism and coordination with the TCA cycle via a processed small RNA. PNAS. 2019;116:1043–1052. doi: 10.1073/pnas.1815288116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Desgranges E, Barrientos L, Herrgott L, Marzi S, Toledo‐Arana A, Moreau K, Vandenesch F, Romby P, Caldelari I. The 3′UTR‐derived srna RsaG coordinates redox homeostasis and metabolism adaptation in response to glucose‐6‐phosphate uptake in Staphylococcus aureus. Molecular Microbiology. 2022;117:193–214. doi: 10.1111/mmi.14845. [DOI] [PubMed] [Google Scholar]
- Desnoyers G, Massé E. Noncanonical repression of translation initiation through small RNA recruitment of the RNA chaperone Hfq. Genes & Development. 2012;26:726–739. doi: 10.1101/gad.182493.111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Doucette CD, Schwab DJ, Wingreen NS, Rabinowitz JD. α-ketoglutarate coordinates carbon and nitrogen utilization via enzyme I inhibition. Nature Chemical Biology. 2011;7:894–901. doi: 10.1038/nchembio.685. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Elser JJ, Bracken MES, Cleland EE, Gruner DS, Harpole WS, Hillebrand H, Ngai JT, Seabloom EW, Shurin JB, Smith JE. Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial ecosystems. Ecology Letters. 2007;10:1135–1142. doi: 10.1111/j.1461-0248.2007.01113.x. [DOI] [PubMed] [Google Scholar]
- Fröhlich KS, Papenfort K. Regulation outside the box: new mechanisms for small RNAs. Molecular Microbiology. 2020;114:363–366. doi: 10.1111/mmi.14523. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fuchs M, Lamm-Schmidt V, Sulzer J, Ponath F, Jenniches L, Kirk JA, Fagan RP, Barquist L, Vogel J, Faber F. An RNA-centric global view of Clostridioides difficile reveals broad activity of Hfq in a clinically important Gram-positive bacterium. PNAS. 2021;118:e2103579118. doi: 10.1073/pnas.2103579118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- García-Domínguez M, Reyes JC, Florencio FJ. NtcA represses transcription of gifA and gifB, genes that encode inhibitors of glutamine synthetase type I from Synechocystis sp. PCC 6803. Molecular Microbiology. 2000;35:1192–1201. doi: 10.1046/j.1365-2958.2000.01789.x. [DOI] [PubMed] [Google Scholar]
- Gordon GC, Cameron JC, Pfleger BF. RNA sequencing identifies new RNase III cleavage sites in Escherichia coli and reveals increased regulation of mRNA. mBio. 2017;8:e00128-17. doi: 10.1128/mBio.00128-17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gorski SA, Vogel J, Doudna JA. RNA-based recognition and targeting: sowing the seeds of specificity. Nature Reviews Molecular Cell Biology. 2017;18:215–228. doi: 10.1038/nrm.2016.174. [DOI] [PubMed] [Google Scholar]
- Gutt M, Jordan B, Weidenbach K, Gudzuhn M, Kiessling C, Cassidy L, Helbig A, Tholey A, Pyper DJ, Kubatova N, Schwalbe H, Schmitz RA. High complexity of glutamine synthetase regulation in Methanosarcina mazei: small protein 26 interacts and enhances glutamine synthetase activity. The FEBS Journal. 2021;288:5350–5373. doi: 10.1111/febs.15799. [DOI] [PubMed] [Google Scholar]
- Hemm MR, Paul BJ, Schneider TD, Storz G, Rudd KE. Small membrane proteins found by comparative genomics and ribosome binding site models. Molecular Microbiology. 2008;70:1487–1501. doi: 10.1111/j.1365-2958.2008.06495.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hör J, Matera G, Vogel J, Gottesman S, Storz G. Trans-acting small RNAs and their effects on gene expression in Escherichia coli and Salmonella enterica. EcoSal Plus. 2020;9:2019. doi: 10.1128/ecosalplus.ESP-0030-2019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huergo LF, Chandra G, Merrick M. PII signal transduction proteins: nitrogen regulation and beyond. FEMS Microbiology Reviews. 2013;37:251–283. doi: 10.1111/j.1574-6976.2012.00351.x. [DOI] [PubMed] [Google Scholar]
- Huergo LF, Dixon R. The emergence of 2-oxoglutarate as a master regulator metabolite. Microbiology and Molecular Biology Reviews. 2015;79:419–435. doi: 10.1128/MMBR.00038-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ignatov D, Vaitkevicius K, Durand S, Cahoon L, Sandberg SS, Liu X, Kallipolitis BH, Rydén P, Freitag N, Condon C, Johansson J. An mRNA-mRNA interaction couples expression of a virulence factor and its chaperone in Listeria monocytogenes. Cell Reports. 2020;30:4027–4040. doi: 10.1016/j.celrep.2020.03.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ikeda TP, Shauger AE, Kustu S. Salmonella Typhimurium apparently perceives external nitrogen limitation as internal glutamine limitation. Journal of Molecular Biology. 1996;259:589–607. doi: 10.1006/jmbi.1996.0342. [DOI] [PubMed] [Google Scholar]
- Jia T, Liu B, Mu H, Qian C, Wang L, Li L, Lu G, Zhu W, Guo X, Yang B, Huang D, Feng L, Liu B, Kendall MM, Pier GB. A novel small RNA promotes motility and virulence of enterohemorrhagic Escherichia coli O157: H7 in response to ammonium. mBio. 2021;12:e03605-20. doi: 10.1128/mBio.03605-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kavita K, de Mets F, Gottesman S. New aspects of RNA-based regulation by Hfq and its partner sRNAs. Current Opinion in Microbiology. 2018;42:53–61. doi: 10.1016/j.mib.2017.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kavita K, Zhang A, Tai CH, Majdalani N, Storz G, Gottesman S. Multiple in vivo roles for the C-terminal domain of the RNA chaperone Hfq. Nucleic Acids Research. 2022;50:1718–1733. doi: 10.1093/nar/gkac017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kawano M, Reynolds AA, Miranda-Rios J, Storz G. Detection of 5’- and 3’-UTR-derived small RNAs and cis-encoded antisense RNAs in Escherichia coli. Nucleic Acids Research. 2005;33:1040–1050. doi: 10.1093/nar/gki256. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klähn S, Schaal C, Georg J, Baumgartner D, Knippen G, Hagemann M, Muro-Pastor AM, Hess WR. The sRNA NsiR4 is involved in nitrogen assimilation control in cyanobacteria by targeting glutamine synthetase inactivating factor IF7. PNAS. 2015;112:E6243–E6252. doi: 10.1073/pnas.1508412112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klähn S, Bolay P, Wright PR, Atilho RM, Brewer KI, Hagemann M, Breaker RR, Hess WR. A glutamine riboswitch is a key element for the regulation of glutamine synthetase in cyanobacteria. Nucleic Acids Research. 2018;46:10082–10094. doi: 10.1093/nar/gky709. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Klose KE, Mekalanos JJ. Simultaneous prevention of glutamine synthesis and high-affinity transport attenuates Salmonella Typhimurium virulence. Infection and Immunity. 1997;65:587–596. doi: 10.1128/iai.65.2.587-596.1997. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lalaouna D, Baude J, Wu Z, Tomasini A, Chicher J, Marzi S, Vandenesch F, Romby P, Caldelari I, Moreau K. RsaC sRNA modulates the oxidative stress response of Staphylococcus aureus during manganese starvation. Nucleic Acids Research. 2019;47:9871–9887. doi: 10.1093/nar/gkz728. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu N, Niu G, Xie Z, Chen Z, Itzek A, Kreth J, Gillaspy A, Zeng L, Burne R, Qi F, Merritt J. The Streptococcus mutans irvA gene encodes a trans-acting riboregulatory mRNA. Molecular Cell. 2015;57:179–190. doi: 10.1016/j.molcel.2014.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mann M, Wright PR, Backofen R. IntaRNA 2.0: enhanced and customizable prediction of RNA-RNA interactions. Nucleic Acids Research. 2017;45:W435–W439. doi: 10.1093/nar/gkx279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Massé E, Gottesman S. A small RNA regulates the expression of genes involved in iron metabolism in Escherichia coli. PNAS. 2002;99:4620–4625. doi: 10.1073/pnas.032066599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matera G, Altuvia Y, Gerovac M, El Mouali Y, Margalit H, Vogel J. Global RNA interactome of Salmonella discovers a 5’ UTR sponge for the MicF small RNA that connects membrane permeability to transport capacity. Molecular Cell. 2022;82:629–644. doi: 10.1016/j.molcel.2021.12.030. [DOI] [PubMed] [Google Scholar]
- Mediati DG, Wong JL, Gao W, McKellar S, Pang CNI, Wu S, Wu W, Sy B, Monk IR, Biazik JM, Wilkins MR, Howden BP, Stinear TP, Granneman S, Tree JJ. RNase III-CLASH of multi-drug resistant Staphylococcus aureus reveals a regulatory mRNA 3’UTR required for intermediate vancomycin resistance. Nature Communications. 2022;13:3558. doi: 10.1038/s41467-022-31177-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Melamed S, Peer A, Faigenbaum-Romm R, Gatt YE, Reiss N, Bar A, Altuvia Y, Argaman L, Margalit H. Global mapping of small RNA-target interactions in bacteria. Molecular Cell. 2016;63:884–897. doi: 10.1016/j.molcel.2016.07.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Melamed S, Adams PP, Zhang A, Zhang H, Storz G. RNA-RNA interactomes of ProQ and Hfq reveal overlapping and competing roles. Molecular Cell. 2020;77:411–425. doi: 10.1016/j.molcel.2019.10.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyakoshi M, Chao Y, Vogel J. Regulatory small RNAs from the 3’ regions of bacterial mRNAs. Current Opinion in Microbiology. 2015a;24:132–139. doi: 10.1016/j.mib.2015.01.013. [DOI] [PubMed] [Google Scholar]
- Miyakoshi M, Chao Y, Vogel J. Cross talk between ABC transporter mRNAs via a target mRNA-derived sponge of the GcvB small RNA. The EMBO Journal. 2015b;34:1478–1492. doi: 10.15252/embj.201490546. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyakoshi M, Matera G, Maki K, Sone Y, Vogel J. Functional expansion of a TCA cycle operon mRNA by a 3’ end-derived small RNA. Nucleic Acids Research. 2019;47:2075–2088. doi: 10.1093/nar/gky1243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyakoshi M, Okayama H, Lejars M, Kanda T, Tanaka Y, Itaya K, Okuno M, Itoh T, Iwai N, Wachi M. Mining RNA-Seq data reveals the massive regulon of GcvB small RNA and its physiological significance in maintaining amino acid homeostasis in Escherichia coli. Molecular Microbiology. 2022;117:160–178. doi: 10.1111/mmi.14814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moeller S, Payá G, Bonete MJ, Gates AJ, Richardson DJ, Esclapez J, Rowley G. Microbial small RNAs – the missing link in the nitrogen cycle? Frontiers in Environmental Science. 2021;9:660055. doi: 10.3389/fenvs.2021.660055. [DOI] [Google Scholar]
- Morita T, Maki K, Aiba H. RNase E-based ribonucleoprotein complexes: mechanical basis of mRNA destabilization mediated by bacterial noncoding RNAs. Genes & Development. 2005;19:2176–2186. doi: 10.1101/gad.1330405. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morita T, Mochizuki Y, Aiba H. Translational repression is sufficient for gene silencing by bacterial small noncoding RNAs in the absence of mRNA destruction. PNAS. 2006;103:4858–4863. doi: 10.1073/pnas.0509638103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Muse WB, Bender RA. The nac (nitrogen assimilation control) gene from Escherichia coli. Journal of Bacteriology. 1998;180:1166–1173. doi: 10.1128/JB.180.5.1166-1173.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Neidhardt FC, Bloch PL, Smith DF. Culture medium for enterobacteria. Journal of Bacteriology. 1974;119:736–747. doi: 10.1128/jb.119.3.736-747.1974. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niebisch A, Kabus A, Schultz C, Weil B, Bott M. Corynebacterial protein kinase G controls 2-oxoglutarate dehydrogenase activity via the phosphorylation status of the OdhI protein. The Journal of Biological Chemistry. 2006;281:12300–12307. doi: 10.1074/jbc.M512515200. [DOI] [PubMed] [Google Scholar]
- Ninfa AJ, Magasanik B. Covalent modification of the glnG product, NRI, by the glnL product, NRII, regulates the transcription of the glnALG operon in Escherichia coli. PNAS. 1986;83:5909–5913. doi: 10.1073/pnas.83.16.5909. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ninfa AJ, Reitzer LJ, Magasanik B. Initiation of transcription at the bacterial glnAp2 promoter by purified E. coli components is facilitated by enhancers. Cell. 1987;50:1039–1046. doi: 10.1016/0092-8674(87)90170-x. [DOI] [PubMed] [Google Scholar]
- Nitzan M, Rehani R, Margalit H. Integration of bacterial small RNAs in regulatory networks. Annual Review of Biophysics. 2017;46:131–148. doi: 10.1146/annurev-biophys-070816-034058. [DOI] [PubMed] [Google Scholar]
- Papenfort K, Pfeiffer V, Mika F, Lucchini S, Hinton JCD, Vogel J. σE-dependent small RNAs of Salmonella respond to membrane stress by accelerating global omp mRNA decay. Molecular Microbiology. 2006;62:1674–1688. doi: 10.1111/j.1365-2958.2006.05524.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pearl Mizrahi S, Elbaz N, Argaman L, Altuvia Y, Katsowich N, Socol Y, Bar A, Rosenshine I, Margalit H. The impact of Hfq-mediated sRNA-mRNA interactome on the virulence of enteropathogenic Escherichia coli. Science Advances. 2021;7:eabi8228. doi: 10.1126/sciadv.abi8228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ponath F, Hör J, Vogel J. An overview of gene regulation in bacteria by small RNAs derived from mRNA 3′ ends. FEMS Microbiology Reviews. 2022;46:fuac017. doi: 10.1093/femsre/fuac017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Popp J, Noster J, Busch K, Kehl A, Zur HG, Hensel M. Role of host cell-derived amino acids in nutrition of intracellular Salmonella enterica. Infection and Immunity. 2015;83:4466–4475. doi: 10.1128/IAI.00624-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Prasse D, Förstner KU, Jäger D, Backofen R, Schmitz RA. sRNA154 a newly identified regulator of nitrogen fixation in Methanosarcina mazei strain Gö1. RNA Biology. 2017;14:1544–1558. doi: 10.1080/15476286.2017.1306170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Prasse D, Schmitz RA. Small RNAs involved in regulation of nitrogen metabolism. Microbiology Spectrum. 2018;6:RWR-0018. doi: 10.1128/microbiolspec.RWR-0018-2018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raina M, King A, Bianco C, Vanderpool CK. Dual-function RNAs. Microbiology Spectrum. 2018;6:E34. doi: 10.1128/microbiolspec.RWR-0032-E34. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raina M, Aoyama JJ, Bhatt S, Paul BJ, Zhang A, Updegrove TB, Miranda-Ríos J, Storz G. Dual-function AzuCR RNA modulates carbon metabolism. PNAS. 2022;119:e2117930119. doi: 10.1073/pnas.2117930119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reese AT, Pereira FC, Schintlmeister A, Berry D, Wagner M, Hale LP, Wu A, Jiang S, Durand HK, Zhou X, Premont RT, Diehl AM, O’Connell TM, Alberts SC, Kartzinel TR, Pringle RM, Dunn RR, Wright JP, David LA. Microbial nitrogen limitation in the mammalian large intestine. Nature Microbiology. 2018;3:1441–1450. doi: 10.1038/s41564-018-0267-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reitzer LJ, Magasanik B. Expression of glnA in Escherichia coli is regulated at tandem promoters. PNAS. 1985;82:1979–1983. doi: 10.1073/pnas.82.7.1979. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reitzer L. Nitrogen assimilation and global regulation in Escherichia coli. Annual Review of Microbiology. 2003;57:155–176. doi: 10.1146/annurev.micro.57.030502.090820. [DOI] [PubMed] [Google Scholar]
- Samuels DJ, Frye JG, Porwollik S, McClelland M, Mrázek J, Hoover TR, Karls AC. Use of a promiscuous, constitutively-active bacterial enhancer-binding protein to define the σ54 (RpoN) of Salmonella Typhimurium LT2. BMC Genomics. 2013;14:602. doi: 10.1186/1471-2164-14-602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schumacher J, Behrends V, Pan Z, Brown DR, Heydenreich F, Lewis MR, Bennett MH, Razzaghi B, Komorowski M, Barahona M, Stumpf MPH, Wigneshweraraj S, Bundy JG, Buck M. Nitrogen and carbon status are integrated at the transcriptional level by the nitrogen regulator NtrC in vivo. mBio. 2013;4:e00881-13. doi: 10.1128/mBio.00881-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shimada T, Nakazawa K, Tachikawa T, Saito N, Niwa T, Taguchi H, Tanaka K. Acetate overflow metabolism regulates a major metabolic shift after glucose depletion in Escherichia coli. FEBS Letters. 2021;595:2047–2056. doi: 10.1002/1873-3468.14151. [DOI] [PubMed] [Google Scholar]
- Sittka A, Sharma CM, Rolle K, Vogel J. Deep sequencing of Salmonella RNA associated with heterologous Hfq proteins in vivo reveals small RNAs as a major target class and identifies RNA processing phenotypes. RNA Biology. 2009;6:266–275. doi: 10.4161/rna.6.3.8332. [DOI] [PubMed] [Google Scholar]
- Storz G, Vogel J, Wassarman KM. Regulation by small RNAs in bacteria: expanding frontiers. Molecular Cell. 2011;43:880–891. doi: 10.1016/j.molcel.2011.08.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunohara T, Jojima K, Tagami H, Inada T, Aiba H. Ribosome stalling during translation elongation induces cleavage of mRNA being translated in Escherichia coli. The Journal of Biological Chemistry. 2004;279:15368–15375. doi: 10.1074/jbc.M312805200. [DOI] [PubMed] [Google Scholar]
- Ueno-Nishio S, Mango S, Reitzer LJ, Magasanik B. Identification and regulation of the glnL operator-promoter of the complex glnALG operon of Escherichia coli. Journal of Bacteriology. 1984;160:379–384. doi: 10.1128/jb.160.1.379-384.1984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Updegrove TB, Zhang A, Storz G. Hfq: the flexible RNA matchmaker. Current Opinion in Microbiology. 2016;30:133–138. doi: 10.1016/j.mib.2016.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Urban JH, Vogel J. Translational control and target recognition by Escherichia coli small RNAs in vivo. Nucleic Acids Research. 2007;35:1018–1037. doi: 10.1093/nar/gkl1040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Uzzau S, Figueroa-Bossi N, Rubino S, Bossi L. Epitope tagging of chromosomal genes in Salmonella. PNAS. 2001;98:15264–15269. doi: 10.1073/pnas.261348198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- van Heeswijk WC, Westerhoff HV, Boogerd FC. Nitrogen assimilation in Escherichia coli: putting molecular data into a systems perspective. Microbiology and Molecular Biology Reviews. 2013;77:628–695. doi: 10.1128/MMBR.00025-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Venkat K, Hoyos M, Haycocks JR, Cassidy L, Engelmann B, Rolle-Kampczyk U, von Bergen M, Tholey A, Grainger DC, Papenfort K. A dual-function RNA balances carbon uptake and central metabolism in Vibrio cholerae. The EMBO Journal. 2021;40:e108542. doi: 10.15252/embj.2021108542. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vogel J, Luisi BF. Hfq and its constellation of RNA. Nature Reviews Microbiology. 2011;9:578–589. doi: 10.1038/nrmicro2615. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wagner EGH, Romby P. Small RNAs in bacteria and archaea: who they are, what they do, and how they do it. Advances in Genetics. 2015;90:133–208. doi: 10.1016/bs.adgen.2015.05.001. [DOI] [PubMed] [Google Scholar]
- Walling LR, Kouse AB, Shabalina SA, Zhang H, Storz G. A 3’ UTR-derived small RNA connecting nitrogen and carbon metabolism in enteric bacteria. Nucleic Acids Research. 2022;50:10093–10109. doi: 10.1093/nar/gkac748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang C, Chao Y, Matera G, Gao Q, Vogel J. The conserved 3’ UTR-derived small RNA NarS mediates mRNA crossregulation during nitrate respiration. Nucleic Acids Research. 2020;48:2126–2143. doi: 10.1093/nar/gkz1168. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wenner N, Maes A, Cotado-Sampayo M, Lapouge K. NrsZ: a novel, processed, nitrogen-dependent, small non-coding RNA that regulates Pseudomonas aeruginosa PAO1 virulence. Environmental Microbiology. 2014;16:1053–1068. doi: 10.1111/1462-2920.12272. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wright PR, Richter AS, Papenfort K, Mann M, Vogel J, Hess WR, Backofen R, Georg J. Comparative genomics boosts target prediction for bacterial small RNAs. PNAS. 2013;110:E3487–E3496. doi: 10.1073/pnas.1303248110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- You C, Okano H, Hui S, Zhang Z, Kim M, Gunderson CW, Wang YP, Lenz P, Yan D, Hwa T. Coordination of bacterial proteome with metabolism by cyclic AMP signalling. Nature. 2013;500:301–306. doi: 10.1038/nature12446. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yuan J, Doucette CD, Fowler WU, Feng XJ, Piazza M, Rabitz HA, Wingreen NS, Rabinowitz JD. Metabolomics-driven quantitative analysis of ammonia assimilation in E. coli. Molecular Systems Biology. 2009;5:302. doi: 10.1038/msb.2009.60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zimmer DP, Soupene E, Lee HL, Wendisch VF, Khodursky AB, Peter BJ, Bender RA, Kustu S. Nitrogen regulatory protein C-controlled genes of Escherichia coli: scavenging as a defense against nitrogen limitation. PNAS. 2000;97:14674–14679. doi: 10.1073/pnas.97.26.14674. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zinser ER, Schneider D, Blot M, Kolter R. Bacterial evolution through the selective loss of beneficial genes: trade-offs in expression involving two loci. Genetics. 2003;164:1271–1277. doi: 10.1093/genetics/164.4.1271. [DOI] [PMC free article] [PubMed] [Google Scholar]