Deep sequencing-based analysis of the anaerobic stimulon in Neisseria gonorrhoeae
BMC Genomics volume 12, Article number: 51 (2011)
Maintenance of an anaerobic denitrification system in the obligate human pathogen, Neisseria gonorrhoeae, suggests that an anaerobic lifestyle may be important during the course of infection. Furthermore, mounting evidence suggests that reduction of host-produced nitric oxide has several immunomodulary effects on the host. However, at this point there have been no studies analyzing the complete gonococcal transcriptome response to anaerobiosis. Here we performed deep sequencing to compare the gonococcal transcriptomes of aerobically and anaerobically grown cells. Using the information derived from this sequencing, we discuss the implications of the robust transcriptional response to anaerobic growth.
We determined that 198 chromosomal genes were differentially expressed (~10% of the genome) in response to anaerobic conditions. We also observed a large induction of genes encoded within the cryptic plasmid, pJD1. Validation of RNA-seq data using translational-lacZ fusions or RT-PCR demonstrated the RNA-seq results to be very reproducible. Surprisingly, many genes of prophage origin were induced anaerobically, as well as several transcriptional regulators previously unknown to be involved in anaerobic growth. We also confirmed expression and regulation of a small RNA, likely a functional equivalent of fnrS in the Enterobacteriaceae family. We also determined that many genes found to be responsive to anaerobiosis have also been shown to be responsive to iron and/or oxidative stress.
Gonococci will be subject to many forms of environmental stress, including oxygen-limitation, during the course of infection. Here we determined that the anaerobic stimulon in gonococci was larger than previous studies would suggest. Many new targets for future research have been uncovered, and the results derived from this study may have helped to elucidate factors or mechanisms of virulence that may have otherwise been overlooked.
N. gonorrhoeae was long considered to be an obligate aerobe until it was discovered that anaerobic growth was possible when nitrite or nitric oxide (NO) was used as a terminal electron acceptor [1, 2]. Anaerobic growth is accomplished through utilization of a truncated denitrification pathway, which is encoded within the gonococcal genome as a pair of divergently transcribed genes, aniA, encoding a nitrite reductase, and norB, encoding a nitric oxide reductase [3, 4]. Anaerobiosis is presumed to be a physiologically significant state during infection, as the gonococcus is often recovered from infected individuals in co-culture with obligate anaerobes such as Peptococcus and Bacteroides spp. . Furthermore, gonococci have been shown to induce and repress the expression of several genes in response to anaerobiosis, and antibody to AniA, the major anaerobically induced outer membrane protein, can be found in sera from infected women, demonstrating that this protein is expressed in vivo[6, 7].
The ability of gonococci to utilize this denitrification pathway to reduce NO may have immunomodulary effects during the course of infection. Some evidence suggests that the gonococcal reduction of host-produced NO may be responsible, at least in part, for the high incidence of asymptomatic disease [4, 8, 9]. In vitro, N. gonorrhoeae was shown to be capable of setting a NO steady-state level in the anti-inflammatory range . Recently, in an in vitro cervical cell model of infection, it was shown that gonococcal activation of iNOS promoted bacterial survival. In this study, it was suggested that host-derived nitric oxide is not protective against gonococci, rather, nitric oxide may actually be required to sustain cervical bacterial disease .
Previous research has shown that the genes involved in denitrification and/or adaptation to anaerobic growth in Neisseria spp. are subject to transcriptional regulation by the oxygen-sensitive regulator, FNR, the NO-sensitive repressor, NsrR, and the nitrite-insensitive two component system, NarQP [3, 4, 7, 11, 12]. Earlier data from a microarray-based approach suggested that the gonococcal FNR-regulon was composed of fourteen activated and six repressed transcripts, making the gonococcal FNR regulon much smaller than that of E. coli, where FNR was shown to regulate more than 100 operons [7, 13]. Discovery of NsrR and NarQP-regulated genes in Neisseria spp. has relied mainly on in silico analysis of intergenic chromosomal regions to identify similarity to previously defined regulator binding sites. As is the case with FNR, the neisserial NsrR and NarQP regulons, at least the currently defined members, are much smaller than their E. coli counterparts [3, 12, 14, 15].
In this study we employ a powerful whole-genome approach, RNA-seq, to quantitatively sequence the complete gonococcal transcriptome. Using this method we were able to define global changes in gene expression in response to anaerobiosis. We show that the gonococcal anaerobic stimulon is not small, and that 198 chromosomal open reading frames (~10% of the genome) are differentially expressed. We present several novel findings that, taken together, support the view that anaerobic growth is an important facet of life for this organism, and should be considered when studying the host/pathogen interaction.
Results and Discussion
Sequencing the gonococcal transcriptome
Whole genome mRNA sequencing is an attractive method of monitoring global changes in gene expression while overcoming many of the pitfalls of traditional DNA microarrays . For the purposes of this study, anaerobic conditions were defined as anoxia, the presence of nitrite (an electron acceptor required for anaerobic growth) and the concomitant presence of nitric oxide (the product of nitrite reduction). In order to define the gonococcal anaerobic stimulon, RNA-seq was performed on two biological replicates of aerobically or anaerobically plate-grown gonococci using the ABI SOLiD™ system (see methods). Unique sequence reads from the RNA-seq data were mapped to the annotated FA1090 genome, and gene expression was quantified as reads per kilobase of coding sequence per million reads (RPKM) (See additional file 1: Supplementary Table S1). When expression data for each replicate were plotted against each other, RPKM values were observed to be adequately reproducible (Figure 1A), though expectedly, the extent of reproducibility was slightly less in genes with low expression . For this reason, we required mapped genes to have an RPKM ≥ 10 in order to be considered as a candidate for differential expression. However, genes that had an RPMK < 10 under one growth condition, but were highly induced in the other condition were accepted as candidates. Genes were considered to be differentially expressed if there was a three-fold or greater difference in RPKM between the two growth conditions.
Analysis of RNA-seq data revealed that 198 chromosomal genes met the criteria for being differentially expressed, with 117 genes being anaerobically induced and 81 genes being anaerobically repressed (Table 1). Figure 1B and 1C illustrate a reasonable measure of reproducibility in expression level between replicates in the 198 differentially expressed genes.
Secondary verification of differentially expressed genes
Many of the genes found to have been differentially expressed by RNA-seq have previously been determined to be members of the Neisserial FNR or NsrR regulons, validating the use of this technique to monitor transcriptome changes (Table 1) [3, 7, 18, 19]. To further corroborate the RNA-seq data, several genes shown to be differentially expressed were selected for secondary confirmation. Analysis of translational promoter-lacZ fusions or RT-PCR was used to accomplish this task (Figure 2 and 3). Analysis of translational promoter-lacZ fusions demonstrated that the genes encoding heat shock protein, ClpB (NGO1046), DNA repair enzyme, RecN (NGO0318), nitropropane dioxygenase, Npd (NGO1024), filamentous hemagglutinin, HecA (NGO0706), glutaredoxin, Grx3 (NGO0114), bacterioferritin, BfrA (NGO0794) and repressor protein LexA (NGO1427) were significantly upregulated anaerobically (Figure 2A-G). RT-PCR confirmed that 2-isopropylmalate synthase, leu1 (NGO0848), and adhesin, lecA (NGO1981), were also increased in expression anaerobically (Figure 3).
Translational promoter-lacZ fusions to the genes encoding the iron-binding protein, FbpA (NGO0217), and the solute binding protein, OxiA (NGO0372) confirmed that these genes are anaerobically repressed (Figure 2 H, I). RT-PCR confirmed that NGO0108, L-lactate dehydrogenase, lldD (NGO0639), thioredoxin, trx1 (NGO0652), heme oxygenase, hemO (NGO1318), and NADH dehydrogenase component, nqrA (NGO1413) were also anaerobically repressed (Figure 3).
Analysis of raw RNA-seq data allows for the prediction of transcription start sites, -10, and -35 elements, as has been described in RNA-seq projects in both Helicobacter pylori and Listeria monocytogenes[20, 21]. Compared to E. coli, the use of alternative sigma factors in the gonococcus is very limited. Gonococci have no sigma-54 homolog, and only utilize sigma factors in the sigma-70 family. This class of sigma factors recognize -10 and -35 elements within bacterial promoters . The predictions of transcriptional elements for the individual genes selected for secondary analysis are shown in Figure 2. These predictions were generally a high match to the E. coli consensus for transcriptional elements (-35, 5'-TTGACA, -10, 5'-TATAAT) or the α-proteobacteria consensus for RpoH-dependent transcriptional elements (-35, 5'-CTTG, -10, 5'-CC/TTATNTNNG) . The ability to predict the location of these transcriptional elements in a large scale manner will prove very useful in the search for potential regulatory sites, and will aid in future work to define gonococcal transcriptional networks.
Differentially expressed genes involved in macromolecular biosynthesis
The genes found to be differentially expressed in response to anaerobic growth were broadly characterized according to their putative function (Table 1, Figure 4). Several genes encoding proteins involved in macromolecular synthesis displayed decreased expression under anaerobic conditions. The synthesis of ribosomal proteins is strongly related to growth rate, and ribosomal protein synthesis has been documented to decrease during times of energy deficiency [24–26]. For facultative anaerobes, growth in an oxygen-limited environment is more energetically-deprived than in aerobic conditions. The reduced synthesis of ribosomal proteins is indicative of adaptation to a slower growth rate following recovery from a nutritional shift-down. The reduced expression of RNA polymerase β an β' subunits is also indicative of this (Table 1), and has been observed in E. coli as well .
Genes involved in transport and binding
Many genes encoding proteins involved in transport and binding were found to be anaerobically repressed (Table 1, Figure 4). Most of these proteins are involved in the transport of amino acids, sugars, or other growth metabolites into the cell. This result comes as no surprise, as a slower anaerobic growth rate would result in decreased demand and slower utilization of such substrates. Proteins of this type were also shown to be downregulated anaerobically in E. coli, P. aeruginosa, and S. enterica[28–30]. Three repressed genes, fbpA, hemO, and ompU, are involved in the acquisition and/or transport of iron into the cell. In S. enterica, expression of the gene encoding iron acquisition protein, SitA, was also found to be repressed anaerobically .
While genes involved in iron acquisition and transport are repressed anaerobically, the genes encoding the iron-storage bacterioferritin proteins, BfrA and BfrB are induced (Table 1, Figure 2F). Three other proteins implicated in binding that were shown to be anaerobically induced, LecA (Figure 3), HecA (Figure 2D), and fHBP, may be involved directly in the host-pathogen interaction. The role of LecA in gonococci is unclear, but a LecA homolog in another member of the Neisseriaceae family, Eikenella corrodens, has been shown to be a part of an adhesin complex important in adherence to a variety of host tissues . The gonococcal HecA protein contains a hemagglutination domain that, in other bacteria, has been shown to promote bacterial aggregation or host attachment [32, 33]. The role of Factor H binding protein (fHBP) as it relates to gonococcal pathogenesis has not been examined, however, in N. meningitidis, fHBP expression on the cell surface was shown to be a means of immune evasion that rendered meningococci resistant to complement-mediated killing .
Genes involved in energy production/oxidation-reduction
Unsurprisingly, numerous genes encoding proteins involved in energy metabolism were found to be anaerobically repressed (Table 1). Gonococci use a combination of the Entner-Douderoff and pentose phosphate pathways in the utilization of glucose . Key enzymes involved in these pathways were found to be anaerobically repressed, as well as several enzymatic components of the Krebs cycle. Anaerobic repression of genes involved in central intermediary metabolism has also been observed in other bacteria, including E. coli, P. aeruginosa, and B. subtilus[28, 29, 36].
Interestingly, gonococci contain two major NADH dehydrogenases capable of coupling the oxidation of NADH to the reduction of ubiquinone. One of these dehydrogenases is the prototypical H+-translocating 14-subunit complex encoded by the nuo operon (NGO1737-NGO1751). The second is a seven-subunit Na+-translocating complex encoded by the nqr operon (NGO1413-NGO1418, NCBI). Though genes in the nuo operon did not meet the criteria used in this study to define differential expression, there was an approximate two-fold level of anaerobic repression across its entire length (See additional file 1: Supplementary Figure S1). The nqr operon, however, demonstrated a significant decrease in anaerobic expression (Table 1, Figure 3).
Na+-translocating NADH dehydrogenases were originally discovered and characterized in marine bacteria, though it has now been revealed that several pathogenic species encode such complexes . Transport of sodium ions into the periplasmic space through the Nqr complex generates an electrochemical membrane potential that plays a role in solute import, ATP synthesis, and, for organisms that are motile, flagellar rotation [37, 38]. The flow of electrons through the active portions of the electron transport chain would be expected to decrease anaerobically when:  oxygen is unavailable, rendering the terminal cytochrome oxidase (complex IV) inactive,  enzymatic components of the Krebs cycle are repressed, resulting in decreased production of reducing equivalents, and  growth is dependent on high potential alternative electron acceptors such as NO2- and NO. Furthermore, neither the nitrite or nitric oxide reductases are thought to be capable of pumping protons across the membrane . Downregulation of nqr would decrease the electrochemical potential across the membrane (ΔΨ), thus decreasing the proton motive force . Because expression of the nuo operon is not affected to the same degree anaerobically, this would now result in a greater proportion of NADH oxidation being coupled to ATP production through H+ translocation. Also, many proteins involved in the transport of metabolites into the cell are repressed anaerobically. Downregulation of the Nqr complex may add another level of regulation to cellular transport. It stands to reason that the activity of solute transporters that rely on the sodium motive force would decrease when fewer Na+ ions are pumped across the membrane .
The function and regulation of the most highly induced gene involved in anaerobic growth, the nitrite reductase aniA, has been thoroughly characterized, and has been shown to be required for anaerobic growth on nitrite . Interestingly, gonococci contain a gene encoding a 2-nitropropane dioxygenase-like protein that was found to be induced anaerobically (NGO1024, Table 1, Figure 2C). This would seem unusual, as gonococci would not be expected to encounter the toxic nitroalkanes utilized by Npd proteins. Furthermore, molecular oxygen is consumed in the Npd reaction mechanism . Further work should determine if this protein plays a novel role in gonococci, possibly microaerobically when oxygen would be present.
Gonococci also showed increased anaerobic expression of a gene encoding electron transfer flavoprotein-ubiquinone oxidoreductase, EftD (NGO1396), a protein containing 57% identity (74% similarity) to human EftD. The presence of eftD in bacteria is rare, and its role has only been studied in plants and mammals. In Arabidopsis thaliana, EftD was shown to be upregulated in times of carbon starvation, when genes involved in glycolysis and the Krebs cycle were reduced in expression, as is observed when gonococci are grown anaerobically . In A. thaliana, it was reported that EftD can act as an electron acceptor from various dehydrogenases involved in amino acid catabolism and fatty acid degradation. The reduction of ubiquinone by EtfD was proposed to be a mechanism of utilizing alternative respiratory substrates to feed into the electron transport chain . EftD upregulation in N. gonorrhoeae could indicate a shift to the use of alternative growth substrates under anaerobic conditions.
Genes involved in small molecule biosynthesis
Anaerobically, several genes involved in the synthesis of amino acids were found to be repressed (Table 1), which has also been observed in other bacteria [28, 29]. Genes involved in the synthesis of iron-sulfur clusters were also repressed. This result is not entirely unexpected, as many iron-sulfur cluster containing proteins involved in respiration were shown to be downregulated anaerobically. The demand for iron-sulfur clusters may therefore be reduced under anaerobic conditions. Also, because it is common for the Fe-S clusters in Fe-S cluster-containing proteins to be oxygen-sensitive, a lower rate of oxygen-induced Fe-S cluster turnover would be expected under anaerobic conditions .
Unlike other amino acid biosynthetic genes, the gene encoding Leu1, the first committed step in leucine biosynthesis, was found to be induced anaerobically (Table 1, Figure 3). This could be indicative of a decrease in intracellular leucine concentration, as leu1 (leuA) is repressed by leucine in E. coli and other organisms . In E. coli, the anaerobic stimulon is intimately associated with global regulation through the leucine responsive regulatory protein, Lrp. [28, 45]. In N. meningitidis, the reported Lrp regulon demonstrated striking overlap to many of the genes in the gonococcal anaerobic stimulon (Table 1), particularly in regards to proteins involved in glucose utilization, the Krebs cycle, and ribosomal assembly . Future work will examine whether gonococcal Lrp plays a role in control of the anaerobic stimulon.
Genes involved in transcriptional regulation
The expression of several regulatory proteins was found to be induced under anaerobic conditions, though no regulatory proteins appeared to be repressed (Table 1, Figure 4). The gene encoding ArsR (NGO1562), a regulator involved in norB repression in response to iron, was shown to be moderately upregulated . It is unclear if ArsR regulates any other target genes. The FNR-regulated NmlR protein has been shown to act as both an activator and repressor of gene expression, and genes in the NmlR regulon are purported to be involved in resistance to nitrosative stress [47, 48]. Though there was an anaerobic increase in nmlR expression, none of the genes in the NmlR regulon, except for nmlR itself, were found to be upregulated. One member of the regulon, the thioredoxin reductase trxB (NGO580), was shown to be significantly downregulated (Table 1). Surprisingly, in a recent study, gonococcal trxB mutants were found to be susceptible to killing by NO, though this property was correlated with low expression of aniA and norB. It stands to reason, therefore, that genes in the NmlR regulon may be important in adaptation to anaerobic conditions or in certain environments where reactive oxygen or nitrogen species are present, but they are possibly not as important once the anaerobic respiratory chain becomes highly induced. In this circumstance, NorB is likely able to reduce NO levels below a threshold needed to induce the activation function of NmlR (NO itself may not be a direct activating signal for NmlR) . Under anaerobic conditions, and in the absence of oxygen or reactive oxygen species (ROS), NO may not need to be detoxified, as toxic NO-derived reactive nitrogen compounds will not be produced. In this instance NO would preferentially be used as an energy source.
The gene encoding LexA was found to be upregulated anaerobically (Figure 2G). This transcriptional regulator was proposed to be important in regulating genes involved in defense against ROS . LexA controls a small regulon in gonococci that includes itself, DNA repair protein, recN, and a gene of unknown function, NGO1428. LexA has been demonstrated to sense hydrogen peroxide through thiol modification of a single cysteine residue , though the anaerobic induction of the LexA regulon observed here suggests that LexA may also sense NO. Interestingly, analysis of the raw RNA-seq data and RT-PCR showed that under conditions where the LexA regulon was induced, significant transcriptional read-through occurred beyond lexA into the adjacent erpA gene (NGO1426), as well as past the divergently transcribed NGO1428 gene into the adjacent dnaK gene (NGO1429, Figure 3). Both erpA and dnaK are members of the RpoH regulon , suggesting that there may be crosstalk between the RpoH and LexA regulons.
Though transcriptional read-through may account for part of the anaerobic induction of erpA and dnaK, our data suggest that RpoH activity itself was likely modulated anaerobically. Although there was no significant increase in the quantity of RpoH transcripts at the 24 hr time point at which the cells were harvested, control of rpoH at the transcriptional level plays a relatively minor role in maintaining RpoH levels in the cell . A majority of RpoH regulation is posttranscriptional. Translation of RpoH is inhibited by secondary structure in the rpoH mRNA, and activity of RpoH can be further modulated by the chaperone DnaK . Including erpA and dnaK, eight out of the twelve genes previously demonstrated to encompass the gonococcal RpoH regulon were found to be significantly upregulated anaerobically, including genes encoding a transcriptional regulator of unknown function, MarR (NGO1244), dihydrofolate reductase, FolA (NGO1694), putative DNA-binding protein, CreA (NGO0570), and chaperone proteins ClpB (NGO1046), GrpE (NGO1422), and DnaJ (NGO1901, Table 1, Figure 2A) . The anaerobic induction of genes in the RpoH regulon may be of significance in vivo, as these genes have been shown to contribute to epithelial cell invasion .
The gene encoding FarR (NGO0058) was found to be anaerobically induced (Table 1). FarR was originally described for its role in repression of the farAB operon, which is involved in fatty acid resistance . Analysis of the RNA-seq data demonstrated that farAB expression was not altered anaerobically, suggesting that this operon may already be fully repressed under standard laboratory conditions. A recent study established that FarR, possibly indirectly, was also responsible for the repression of two ABC transporter cassettes (NGO372-NGO0374 and NGO2011-NGO2014) as well as the gene encoding the multiple transferable resistance protein, MtrF (NGO1368) . All of these genes were found to be anaerobically repressed by RNA-seq analysis (Table 1, Figure 2I), suggesting that FarR is yet another player in the anaerobic lifestyle of N. gonorrhoeae. Interestingly, expression of FarR itself was determined to be controlled by repression through MtrR, a regulator of the MtrCDE efflux pump involved in resistance to antimicrobial agents . MtrR was recently shown to act in a global fashion, regulating many genes, including RpoH . Many of the genes in the reported MtrR regulon also appear to be part of the anaerobic stimulon in gonococci, suggesting a potential role for this regulator in anaerobic growth as well  (Table 1).
Genes involved in adaptation and stress response
In addition to the RpoH regulon, many genes involved in response and adaptation to stress were found to be anaerobically induced. Several genes encoding proteins involved in DNA repair were found to be upregulated anaerobically (Table 1). RecN is involved in recombinational repair of DNA damage, and has been shown to protect gonococci from both oxidative and nonoxidative mechanisms of killing [57, 58]. RecX (NGO1053) has been demonstrated to be involved in enhancement of RecA-mediated processes, including repair of DNA damage . A gene of unknown function, NGO1022, was also upregulated anaerobically, and encodes a DEDDh-family protein with a high level of homology to DnaQ (NGO0973), the epsilon subunit of DNA polymerase III . As the epsilon subunit of DNA polymerase III contains 3' → 5' exonuclease activity and is involved in DNA mismatch repair, this DnaQ-like protein may also function in the repair of DNA damage .
Several genes typically involved in resistance to oxidative stress were found to be induced anaerobically, including those encoding glutaredoxin, Grx3, cytochrome C peroxidase, CCP (NGO1769), tellurite resistance protein, TehB (NGO1161), and nitroreductase-like protein, NtrA (NGO1702, Table 1, Figure 2E). CCP was shown to protect gonococci from hydrogen peroxide mediated damage, but not to be involved in protection from reactive nitrogen species [61, 62]. Activation of CCP by FNR suggests that gonococci may typically be exposed to ROS under anaerobic or microaerobic conditions in vivo. Proteins similar to TehB were originally described for their role in resistance to tellurite, however, gonococci do not inhabit an environment where tellurite would be encountered. In Haemophilus influenzae, it was recently shown that a deletion of tehB resulted in increased sensitivity to oxidizing agents including hydrogen peroxide, suggesting a dual role for this protein . The protein encoded by NGO1702 was shown to contain a nitroreductase-like domain , and to contain 54% identity (66% similarity) to a novel nitroreductase in Staphylococcus aureus, NtrA. In S. aureus, NtrA was shown to contribute to nitrosative stress resistance through its S-nitrosoglutathione (GSNO) reductase activity . Two other proteins, DnrN and ErpA, were also demonstrated to be upregulated anaerobically. DnrN has been implicated in the repair of iron sulfur clusters damaged by oxidative or nitrosative stress , and ErpA may be important in maintaining the iron-sulfur cluster status of specific proteins in cells growing under stressful conditions .
Interestingly, genes encoding two Nudix-family hydrolases, NudH (NGO1334) and NGO1566, as well as a histidine triad family protein, Hit (NGO1273), were all found to be upregulated anaerobically (Table 1). Analysis of the conserved domains of these open reading frames reveals the greatest level of homology to proteins involved in metabolism/hydrolysis of diadenosine tetraphosphate (Ap4A) . Ap4A is an important and ubiquitous signaling molecule in nature, and has been implicated in the maintenance and regulation of vital cellular functions [67, 68]. As a bacterial second messenger, Ap4A has been shown to be involved in modulating chaperone and heat shock protein activity, coupling DNA replication to cell division, and altering the ability of cells to use alternate carbohydrate sources, though these may be just a few of its functions [68, 69]. If allowed to accumulate unchecked, high Ap4A concentration can interfere with a number of ATP-dependent reactions . In E. coli, Salmonella typhimurium, and Bartonella bacilliformis, deletion of the nudH gene resulted in gross deficiencies in the ability of these organisms to invade mammalian cells [68, 69]. The role of Ap4A as a second messenger in gonococci has yet to be evaluated thus far, though it appears that the metabolism of this molecule may be modulated anaerobically, making it an interesting target for future study.
Hypothetical proteins regulated anaerobically
Many genes encoding hypothetical proteins were found to be induced anaerobically (Table 1, Figure 4). One gene, listed as DUF331 in Table 1, was not found in the FA1090 genome annotation, rather it was discovered in proximity to the iron sulfur cluster assembly operon (isc) using raw RNA-seq data. Using this data, it was discovered that the isc operon spanned the iscR gene (NGO0637) through hesB (NGO0632), making it longer than the current annotation would suggest. NGO0634 probably does not encode a protein, and no reads were mapped on the positive strand at this location (See additional file 1: Supplementary Table S1). A high level of transcription was found at an unannotated putative open reading frame with an ATG start codon on the positive strand at chromosomal coordinate 621,869 (NCBI). There was a high match to consensus -35, -10, and RBS sequences upstream of this open reading frame, and transcription of this gene partially overlapped the 3' end of the isc operon. This anaerobically induced gene encodes a protein with a conserved domain of unknown function (DUF331). This is just an example of how RNA-seq data can be used to locate and correct annotation errors in the gonococcal genome. The large quantity of hypothetical proteins that are differentially expressed in response to anaerobiosis may make appealing targets for future study. Many of these annotated proteins are small and Neisseria-specific. Future work should determine if these are akin to small proteins in E. coli that have been shown to accumulate in response to stress . Alternatively, these small open reading frames could be mis-annotations, and may be involved in transcription of regulatory RNA. Current work involves integrating raw RNA-seq data in a genome-wide search for regulatory RNA.
N. gonorrhoeae encodes an anaerobically induced sRNA
In E. coli and several other Enterobacterial species, recent studies have described the anaerobic induction and function of a small regulatory RNA termed fnrS[72, 73]. In E. coli, the regulation of this sRNA was determined to be relatively complex. Maximal fnrS expression occurred anaerobically, however, the available carbon source and terminal electron acceptor present also impacted levels to a lesser extent. Anaerobic induction of fnrS was shown to be FNR-dependent and mediated by FNR binding to a class-II activation site centered at -41.5 with respect to the transcription start site . No fnrS homolog has been observed in bacteria outside of the Enterobacteriaceae family, however, previous microarray analysis of the gonococcal FNR regulon identified a small FNR-activated transcript of unknown function. Coincidently, this transcript was also determined to be the most highly induced by FNR .
This small FNR-induced transcript is located within the coding region and on the opposite strand of NGO0796, flanked on the 5' end by the bacterioferritin genes, brfA and bfrB, and on the 3' end by an Xre-family repressor (NGO0797) end by an (Figure 5A). Though not included the FA1090 genome annotation, analysis of the raw RNA-seq data confirms that this transcript is highly induced anaerobically (Table 1, Figure 5A). The region upstream of this transcript also contains a perfect match to the E. coli FNR consensus sequence (5'-TTGATnnnnATCAA) located at -41.5 with respect to the transcription start site. Secondary structure prediction of this 108 nt transcript was performed by the Mfold program http://mfold.rna.albany.edu/, and the most stable predicted structure is shown in Figure 5B. This predicted structure is typical of a small regulatory RNA, with a 5' stem loop followed by an unstructured region and a 3' Rho-independent terminator (Terminator prediction performed at: http://transterm.cbcb.umd.edu).
To confirm that this small RNA is expressed and induced anaerobically, a transcriptional fusion to lacZ was constructed. In this construct, the promoter region from the induced transcript (from -120 to -1) was cloned in front of the leader region of lacZ, which provided spacing and an RBS for efficient translation. Aerobic β-galactosidase activity from this transcriptional fusion was low, but was induced 260-fold anaerobically (Figure 5C), validating the RNA-seq data and the work of Whitehead, et al. (2007) . To show that transcription was halted at the predicted Rho-independent terminator, a transcriptional fusion was generated in which the entire small RNA, including the promoter region (from -120 to +111), was fused to the leader region of lacZ. No β-galactosidase activity was observed from this fusion gene aerobically or anaerobically, confirming the terminator prediction and the raw RNA-seq data (data not shown, Figure 5). The first three nucleotides of this small transcript are AUG. To ensure that this transcript is indeed a small RNA and not a leaderless protein-coding message, a translational fusion was constructed. A leaderless lacZ gene was fused in-frame past nucleotide +9 in the transcript. No β-galactosidase activity was observed in this translational fusion under aerobic or anaerobic conditions (data not shown). For these reasons, we feel that this small anaerobically induced transcript should be termed fnrS. Much work needs to be completed to define the role, if any, of this gonococcal FnrS transcript in gene regulation, however, homologs of genes in the E. coli FnrS regulon that were found to be anaerobically repressed in gonococci, including gpmA (phosphoglycerol mutase) and mqo (malate:quinone oxidoreductase), will make interesting candidates to study for potential interactions . Future work will employ a similar RNA-seq approach to define the prospective FnrS regulon in gonococci.
Overlap of the anaerobic, iron, and hydrogen peroxide stimulons
In vivo, N. gonorrhoeae will be faced with a multitude of environmental stresses, including oxygen and iron limitation, as well as exposure to reactive oxygen species. Previous studies have employed genome-wide approaches to define the gonococcal iron and hydrogen peroxide responsive stimulons [74, 75]. Genes differentially expressed in response to these stimuli were compared to the anaerobic stimulon to search for similarities in gene expression between these environmental signals (Figure 6, Table 2).
It should be noted that there are caveats in directly comparing these data sets due to the differences in experimental design that exist between each study. The use of microarrays in the iron and hydrogen peroxide studies may be less sensitive than the use of transcriptome sequencing, and therefore it is possible that some additional iron- or hydrogen peroxide-regulated genes may have been missed . Differences in the cutoff level used to define differential expression, the growth medium utilized, and the growth phase of the cells used for RNA isolation between these studies may also impact the results. Though the iron and hydrogen peroxide studies utilized RNA from broth-grown cells in mid-log phase, the growth phase of anaerobically grown gonococcal cells is difficult to determine due to the requirement for growth on solid media, and consequently, this may also affect the comparison of these results with other studies [74, 75]. With these factors in mind, a significant overlap does exist between the members of these stimulons, and it should be noted that of the common members, the response is not always predictable. That is, genes regulated in response to these stimuli do not follow a common expression pattern between gene sets, underscoring the complexity of gonococcal gene regulation (Table 2). For example, the nqr operon and bfrA are both members of the iron stimulon and are both repressed under iron-depleted conditions, however, nqr and bfrA are repressed and induced, respectively, during anaerobic growth. From this comparison we hope to discover Neisserial genes that may play an important role in survival under a broad range of environmental stress. Analysis of this gene set may also help future work to define transcriptional networks at the regulator level.
Gonococcal prophage genes are highly induced anaerobically
Somewhat unexpectedly, the RNA-seq data showed that a large subset of the anaerobically induced genes were bacteriophage in origin (47 genes, Table 1). The dsDNA filamentous prophage, NgoΦ1, is believed to contain all of the coding regions necessary to produce functionally active phage particles. In a previous study, phage DNA from NgoΦ1, as well as phage particles that were likely NgoΦ1 -derived, were observed in gonococci, though plaques were not observed . In this study, RNA-seq data showed dramatic anaerobic induction of the NgoΦ1 coding region.
Though no plaques have been observed in anaerobically grown gonococci, this is not the first report of anaerobic prophage induction. In anaerobically grown Pseudomonas aeruginosa, prophage genes were shown to be among the most highly induced, and it was suggested that, more specifically, nitric oxide was likely involved in this apparent induction . Evidence has also been provided to show that these anaerobically induced phage are involved in biofilm development and differentiation in P. aeruginosa. Current work proposes that gonococcal biofilms are important in pathogenesis. It was recently shown that anaerobic metabolism occurs in the substratum of gonococcal biofilms, and that NO plays an important role in biofilm maintenance . It is interesting to speculate that in the gonococcus, NgoΦ1 may play a role similar to that of anaerobically induced phage in P. aeruginosa.
NgoΦ3, NgoΦ4, and NgoΦ5 encode incomplete phage genomes and are probably derived from NgoΦ1 or NgoΦ2 . NgoΦ3, NgoΦ4, and NgoΦ5 were all shown to contain coding regions that were upregulated anaerobically (Table 1). The functions of these genes are unknown, but the presence of prophage sequences in bacterial genomes could have a profound effect on host cell fitness or pathogenicity. A diverse group of bacterial virulence factors, including toxins, have been found to be encoded by genes of phage origin. Some prophage can also contain regulatory proteins that affect expression of genes not encoded by phage [Reviewed in, ]. It is certainly possible that none of the anaerobically upregulated gonococcal prophage genes are involved in making active phage particles; alternatively, these genes may have acquired a novel function. Regardless, further research will be required to determine the role of these genes as they relate to anaerobiosis.
Expression from the cryptic plasmid is induced anaerobically
The gonococcal cryptic plasmid, pJD1, is 4,207 bp long and is found in approximately 96% of gonococcal strains. Despite its predominance, the function and replication mechanism of this plasmid remains largely unknown [80, 81]. This plasmid consists of two divergent transcripts, each consisting of five open reading frames (Table 3, Figure 7). Surprisingly, pJD1 transcripts were greatly increased in prevalence anaerobically (Table 3, Figure 7). It appears as though the increase in transcript quantity was not due to an increase in anaerobic copy number, as there was no significant difference in the quantity of plasmid recovered from equal numbers of aerobically or anaerobically grown cells (data not shown). This result implies that the two divergent cryptic plasmid promoters are subject to transcriptional regulation.
In other plasmids, the essential RepA protein has been shown to be involved in regulating gene expression as well as the initiation of plasmid replication (RepA encoded by ORF1 in pJD1, Table 3) [82, 83]. In several organisms, DnaK has been shown to facilitate the dissociation of RepA dimers into monomers, resulting in derepression [84, 85]. Therefore it is possible that the anaerobic increase in DnaK concentration could result in a decrease in RepA-mediated autorepression (Table 1). Unfortunately, little is known about the replication cycle of pJD1 or the mechanism of RepA binding in gonococci, so this potential regulatory mechanism remains only speculative. An alternate possibility is that an as-of-yet unidentified chromosomally expressed transcription factor or factors acts at the divergent plasmid promoters to regulate their expression.
The effect of increased cryptic plasmid expression on gonococcal physiology is unknown. Previous studies involving pJD1 have provided evidence that ORF1, ORF2, ORF4, ORF5, cppC, cppB, and cppA are capable of forming protein products, and several of these protein products have no homology to any other proteins in the NCBI conserved domain database (Table 3) [33, 80, 81]. It is uncertain if ORF3, ORF6, or ORF7 are translated. The high frequency and sequence conservation of this plasmid among gonococcal isolates suggests that the plasmid may be important in pathogenesis. The fact that transcription from this plasmid is induced anaerobically is perhaps suggestive that the gene products of this plasmid are important in an anaerobic niche.
In transcript-1, ORF4 and ORF5 encode a putative toxin/antitoxin system analogous to the VapDX systems of Haemophilus influenzae and several species of Actinobacillus[86, 87]. It is assumed that the VapDX system is involved in stable maintenance of pJD1 . Interestingly, in H. influenza e, the VapDX locus is located on the chromosome, and VapD has been characterized as a virulence factor. It has been proposed that the ability of VapD to cause an arrest of bacterial translation was responsible for an observed enhancement of bacterial survival within human cells compared to survival in a ΔvapD mutant . VapD was postulated to facilitate persistent or chronic mucosal infections under stressful conditions. The role of VapD as it pertains to gonococcal virulence, if any, is unknown, though it may make an attractive target for future study.
The goal of this study was to define the gonococcal transcriptome in response to anaerobiosis. Unlike previous studies that have looked only at the contributions of individual transcriptional regulators, we used a powerful and sensitive methodology, RNA-seq , to look at the environmental condition of anaerobiosis as a whole. By using this method, we were able to show that the anaerobic stimulon in N. gonorrhoeae was larger than the FNR and NsrR regulons indentified in previous studies [7, 19]. The induction of prophage and cryptic plasmid genes was previously unknown to occur during anaerobiosis. Many new targets for future study have been uncovered, and we hope that other investigators will take an interest in working on these potential projects. Because anaerobic growth is assumed to be a physiologically significant state in vivo, the results of this study may help to elucidate factors or mechanisms of virulence that have previously been overlooked.
Growth of gonococcal strains
All gonococcal strains were derived from strain F62 (See additional file 2: Supplementary Table S2) and were grown on Difco™GC medium base (Becton, Dickinson and Co., Sparks, MD) plates with 1% Kellogg's supplement (GCK) . A 5 mM concentration of nitrite was added to plates to be used for anaerobic cultures. For RNA isolation and β-galactosidase assays, overnight plate-grown cell cultures were suspended in GCP broth (proteose peptone #3 (15 g), soluble starch (1 g), KH2PO4 (4 g), K2HPO4 (1 g), NaCl (5 g)/L dH2O) to an OD600 of 1.0 and serially diluted tenfold to 10-4. A 100 μL volume of the 10-4 dilution was plated onto GCK plates with or without nitrite. Aerobic plate cultures were grown for 14-16 h in a 37°C incubator supplying 5% CO2. Anaerobic cultures were incubated in a Coy anaerobic chamber (Coy Laboratory Products, Grass Lake, MI) at 37°C for 20-24 h in an atmosphere of 85% N2, 5% H2, and 5% CO2. Cells were harvested from aerobically and anaerobically incubated plates when colonies were approximately the same size.
RNA isolation and RT-PCR
Plate-harvested cells were incubated shaking in tubes with 0.1 mm diameter silica beads in RNApro™solution, and RNA was extracted according to manufacturer's instructions (MP Biomedicals, CA). RNA was treated with DNase I (Invitrogen, instructions CA), and integrity was confirmed with a Bioanalyzer (Agilent). RT-PCR was performed with SuperScript® III One-step RT-PCR reagents (Invitrogen, CA). A 125 ng quantity of total RNA was used in each RT reaction, and primers were added at a concentration of 10 μM. Reactions were run as described: 20 min incubation at 45°C to complete the RT reaction, followed by 2 min incubation at 94°C, 23 to 26 subsequent cycles of 15 s at 94°C, 30 s at 55°C, and 30 s at 68°C, and a final incubation at 68°C for 5 min. Samples were electrophoresed on 1% agarose gels for visualization. All RT-PCR experiments were repeated a minimum of two times. Primers available upon request.
RNA preparation and SOLiD™ RNA-seq
For RNA to be used in RNA-seq, two rounds of mRNA enrichment were performed on total bacterial RNA using MICROBExpress Oligo MagBeads (Ambion, TX). The University of Rochester core facility performed the SOLiD sequencing. The SOLiD™ 3 Plus system was used to read short (50 nt) RNA sequences, and all RNA processing procedures were performed using a SOLiD™ Total RNA-seq Kit as recommended by Applied Biosystems (SOLiD™ Total RNA-seq Kit Protocol, Applied Biosystems, CA). Briefly, RNA was fragmented with RNase III, directionally hybridized and ligated with flanking adapters containing sequences for priming PCR amplification and sequencing reactions. After reverse transcription of the ligated RNA, the cDNA molecules were size selected by PAGE, amplified by PCR (limiting the number of cycles to minimize PCR bias), quantified by real-time PCR, and diluted to a concentration optimal for monoclonal amplification by emulsion PCR, during which copies of template molecules were attached to beads. Beads were deposited on slides upon which the sequential reactions and washing steps were done automatically by the SOLiD™ 3 instrument. DNA attached to beads was sequenced with 50 rounds of oligonucleotide annealing and ligation (five different primers, 10 sequential ligations per primer). During each round, an oligonucleotide labeled with a fluorescent dye was annealed and ligated to the 3' end of the primer or the oligo ligated in the previous round. The next two unoccupied nucleotides of the strand attached to the bead determined which oligo ("color") was ligated. Use of staggered primers permitted determination of the unique base sequences. BioScope (version 1.2, Applied Biosystems, CA) was used to map the color sequences of each bead to the annotated FA1090 reference genome obtained from the National Center for Biotechnology Information (NCBI). Sequences were counted if they matched a 25-color end of a reference sequence with no more than 2 mismatches (permitting some mismatches is necessary because of sequencing errors and actual variations from the reference sequence). The length of the match was then determined by extending the alignment through the full 50-color sequence, allowing for more mismatches with increasing length. If a sequence read aligned to more than one genomic locus, the best alignment was selected. If a sequence read aligned equally well to more than one genomic locus, it was discarded. Stringency was set so that any base in the gonococcal genome had to be counted at least 10 times in order to be considered mapped. After mapping, colors were converted to bases. Sequencing data can be accessed by Gene Expression Omnibus (GEO; http://www.ncbi.nlm.nih.gov/projects/geo/) with the accession number GSE26444.
Analysis of raw data
The Integrative Genomics Viewer (IGV) was utilized http://www.broadinstitute.com/igv to visualize raw sequencing data. The .wig files generated from RNA sequencing were loaded and compared against the gonococcal genome, allowing visualization of sequencing reads mapped outside of the annotated genome. This allowed for scanning of intergenic regions for detection of small RNAs and transcription start sites of genes.
Genomic DNA from gonococcal strain F62 was isolated for use as a PCR template. Promoter sequences for lac Z fusions were amplified with iProof™ High Fidelity Polymerase (Bio-Rad, Hercules, CA). Clones were screened by PCR for presence and orientation of the insert using Amplitaq® (Applied Biosystems, Foster City, CA). Primers available upon request
Construction of lac Z fusions
Translational and transcriptional lac Z fusions were constructed in pLES94 . Genomic DNA from gonococcal strain F62 was used as template. PCR fragments and pLES94 were cut with BamHI. Digested insert and plasmid were ligated and cloned into E. coli DH10B. Transformants were selected on LB medium plates containing chloramphenicol at 25 μg ml-1 and 5-bromo-4-chloro-3-indolyl-ß-D-galactopyranoside (X-gal, Invitrogen) at 40 μg ml-1. Plasmids were checked for the presence and orientation of the insert by PCR, and those plasmids that contained an insert in the correct orientation were used to transform F62. Colony PCR was performed on chloramphenicol resistant colonies to confirm the presence of the reporter construct. The PCR product was also sequenced to ensure the appropriate fusion was made.
Gonococci were transformed naturally. A light suspension of piliated cells was prepared in 1 ml of GCK broth containing 0.042% NaHCO3 and 10 mM MgCl2. Purified plasmid DNA was added and 100 μl of the suspension was plated on two GCK plates and incubated 6-9 hours at 37°C. Cells were then harvested from the plates and streaked on GCK plates containing chloramphenicol for selection of clones. Clones typically took 2 days to become visible on antibiotic plates.
Gene reporter activity was determined by ß-galactosidase assays from cultures grown aerobically or anaerobically with nitrite . For gonococcal cultures, sterile swabs were used to harvest cells from overnight plate cultures and cells were resuspended in Z-buffer . Cells were lysed with chloroform and 0.1% SDS and assayed as described . Activity is reported in Miller units and the reported results are the average of at least three assays performed in duplicate from each day the cultures were grown.
Oligonucleotide and DNA sequencing
All synthesized oligonucleotides were obtained from Invitrogen, and confirmatory DNA sequencing was performed at ACGT Inc. (Wheeling, IL).
Molecular biology techniques
Cloning and PCR techniques were performed in accordance to standard protocols [92–94]. Plasmid preparations were obtained with a QIAprep miniprep kit, and DNA fragments were purified with QIAquick PCR Purification or QIAquick Gel Extraction kits (QIAGEN, CA).
Knapp JS, Clark VL: Anaerobic growth of Neisseria gonorrhoeae coupled to nitrite reduction. Infect Immun. 1984, 46 (1): 176-181.
Barth KR, Isabella VM, Clark VL: Biochemical and genomic analysis of the denitrification pathway within the genus Neisseria. Microbiology. 2009, 155 (Pt 12): 4093-4103. 10.1099/mic.0.032961-0.
Isabella V, Wright LF, Barth K, Spence JM, Grogan S, Genco CA, Clark VL: cis- and trans-acting elements involved in regulation of norB (norZ), the gene encoding nitric oxide reductase in Neisseria gonorrhoeae. Microbiology. 2008, 154 (Pt 1): 226-239. 10.1099/mic.0.2007/010470-0.
Clark VL, Barth K, Overton T: Regulation and function of the Neisserial denitrification pathway: life with limited oxygen. Neisseria: Molecular Mechanisms of Pathogenesis. Edited by: Wetzler CGaL. 2009, Norwich, UK: Horizon Scientific Press
Newkirk GR: Pelvic inflammatory disease: a contemporary approach. Am Fam Physician. 1996, 53 (4): 1127-1135.
Clark VL, Knapp JS, Thompson S, Klimpel KW: Presence of antibodies to the major anaerobically induced gonococcal outer membrane protein in sera from patients with gonococcal infections. Microb Pathog. 1988, 5 (5): 381-390. 10.1016/0882-4010(88)90038-1.
Whitehead RN, Overton TW, Snyder LA, McGowan SJ, Smith H, Cole JA, Saunders NJ: The small FNR regulon of Neisseria gonorrhoeae: comparison with the larger Escherichia coli FNR regulon and interaction with the NarQ-NarP regulon. BMC Genomics. 2007, 8: 35-10.1186/1471-2164-8-35.
Cardinale JA, Clark VL: Determinants of nitric oxide steady-state levels during anaerobic respiration by Neisseria gonorrhoeae. Mol Microbiol. 2005, 58 (1): 177-188. 10.1111/j.1365-2958.2005.04807.x.
Barth K, Clark VL: Differences in nitric oxide steady states between arginine, hypoxanthine, uracil auxotrophs (AHU) and non-AHU strains of Neisseria gonorrhoeae during anaerobic respiration in the presence of nitrite. Can J Microbiol. 2008, 54 (8): 639-646. 10.1139/W08-057.
Edwards JL: Neisseria gonorrhoeae survival during primary human cervical epithelial cell infection requires nitric oxide and is augmented by progesterone. Infect Immun. 2010, 78 (3): 1202-1213. 10.1128/IAI.01085-09.
Rock JD, Thomson MJ, Read RC, Moir JW: Regulation of denitrification genes in Neisseria meningitidis by nitric oxide and the repressor NsrR. J Bacteriol. 2007, 189 (3): 1138-1144. 10.1128/JB.01368-06.
Overton TW, Whitehead R, Li Y, Snyder LA, Saunders NJ, Smith H, Cole JA: Coordinated regulation of the Neisseria gonorrhoeae-truncated denitrification pathway by the nitric oxide-sensitive repressor, NsrR, and nitrite-insensitive NarQ-NarP. J Biol Chem. 2006, 281 (44): 33115-33126. 10.1074/jbc.M607056200.
Constantinidou C, Hobman JL, Griffiths L, Patel MD, Penn CW, Cole JA, Overton TW: A reassessment of the FNR regulon and transcriptomic analysis of the effects of nitrate, nitrite, NarXL, and NarQP as Escherichia coli K12 adapts from aerobic to anaerobic growth. J Biol Chem. 2006, 281 (8): 4802-4815. 10.1074/jbc.M512312200.
Tucker NP, Le Brun NE, Dixon R, Hutchings MI: There's NO stopping NsrR, a global regulator of the bacterial NO stress response. Trends Microbiol. 2010, 18 (4): 149-156. 10.1016/j.tim.2009.12.009.
Nakano MM, Geng H, Nakano S, Kobayashi K: The nitric oxide-responsive regulator NsrR controls ResDE-dependent gene expression. J Bacteriol. 2006, 188 (16): 5878-5887. 10.1128/JB.00486-06.
Marioni JC, Mason CE, Mane SM, Stephens M, Gilad Y: RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays. Genome Res. 2008, 18 (9): 1509-1517. 10.1101/gr.079558.108.
Bullard JH, Purdom E, Hansen KD, Dudoit S: Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments. BMC Bioinformatics. 2010, 11: 94-10.1186/1471-2105-11-94.
Oriente F, Scarlato V, Delany I: Expression of factor H binding protein of meningococcus responds to oxygen limitation through a dedicated FNR-regulated promoter. J Bacteriol. 2010, 192 (3): 691-701. 10.1128/JB.01308-09.
Isabella V: Genetic and Biochemical Analysis of NsrR, a Nitric Oxide-Responsive Repressor in Neisseria gonorrhoeae. PhD thesis. 2010, Rochester: University of Rochester, 215-
Oliver HF, Orsi RH, Ponnala L, Keich U, Wang W, Sun Q, Cartinhour SW, Filiatrault MJ, Wiedmann M, Boor KJ: Deep RNA sequencing of L. monocytogenes reveals overlapping and extensive stationary phase and sigma B-dependent transcriptomes, including multiple highly transcribed noncoding RNAs. BMC Genomics. 2009, 10: 641-10.1186/1471-2164-10-641.
Sharma CM, Hoffmann S, Darfeuille F, Reignier J, Findeiss S, Sittka A, Chabas S, Reiche K, Hackermuller J, Reinhardt R, Stadler PF, Vogel J: The primary transcriptome of the major human pathogen Helicobacter pylori. Nature. 2010, 464 (7286): 250-255. 10.1038/nature08756.
Gruber TM, Gross CA: Multiple sigma subunits and the partitioning of bacterial transcription space. Annu Rev Microbiol. 2003, 57: 441-466. 10.1146/annurev.micro.57.030502.090913.
Gunesekere IC, Kahler CM, Powell DR, Snyder LA, Saunders NJ, Rood JI, Davies JK: Comparison of the RpoH-dependent regulon and general stress response in Neisseria gonorrhoeae. J Bacteriol. 2006, 188 (13): 4769-4776. 10.1128/JB.01807-05.
Harvey RJ: Regulation of ribosomal protein synthesis in Escherichia coli. J Bacteriol. 1970, 101 (2): 574-583.
Champney WS: Kinetics of ribosome synthesis during a nutritional shift-up in Escherischia coli K-12. Mol Gen Genet. 1977, 152 (3): 259-266. 10.1007/BF00693079.
Nomura M, Gourse R, Baughman G: Regulation of the synthesis of ribosomes and ribosomal components. Annu Rev Biochem. 1984, 53: 75-117. 10.1146/annurev.bi.53.070184.000451.
Iwakura Y, Ishihama A: Biosynthesis of RNA polymerase in Escherichia coli. II. control of RNA polymerase synthesis during nutritional shift up and down. Mol Gen Genet. 1975, 142 (1): 67-84.
Salmon K, Hung SP, Mekjian K, Baldi P, Hatfield GW, Gunsalus RP: Global gene expression profiling in Escherichia coli K12. The effects of oxygen availability and FNR. J Biol Chem. 2003, 278 (32): 29837-29855. 10.1074/jbc.M213060200.
Platt MD, Schurr MJ, Sauer K, Vazquez G, Kukavica-Ibrulj I, Potvin E, Levesque RC, Fedynak A, Brinkman FS, Schurr J, Hwang S, Lau GW, Limbach PA, Rowe JJ, Lieberman MA, Barraud N, Webb J, Kjelleberg S, Hunt DF, Hassett DJ: Proteomic, microarray, and signature-tagged mutagenesis analyses of anaerobic Pseudomonas aeruginosa at pH 6.5, likely representing chronic, late-stage cystic fibrosis airway conditions. J Bacteriol. 2008, 190 (8): 2739-2758. 10.1128/JB.01683-07.
Encheva V, Shah HN, Gharbia SE: Proteomic analysis of the adaptive response of Salmonella enterica serovar Typhimurium to growth under anaerobic conditions. Microbiology. 2009, 155 (Pt 7): 2429-2441. 10.1099/mic.0.026138-0.
Azakami H, Yumoto H, Nakae H, Matsuo T, Ebisu S: Molecular analysis of the gene encoding a protein component of the Eikenella corrodens adhesin complex that is close to the carbohydrate recognition domain. Gene. 1996, 180 (1-2): 207-212. 10.1016/S0378-1119(96)00639-7.
Rojas CM, Ham JH, Deng WL, Doyle JJ, Collmer A: HecA, a member of a class of adhesins produced by diverse pathogenic bacteria, contributes to the attachment, aggregation, epidermal cell killing, and virulence phenotypes of Erwinia chrysanthemi EC16 on Nicotiana clevelandii seedlings. Proc Natl Acad Sci USA. 2002, 99 (20): 13142-13147. 10.1073/pnas.202358699.
Marchler-Bauer A, Anderson JB, Chitsaz F, Derbyshire MK, DeWeese-Scott C, Fong JH, Geer LY, Geer RC, Gonzales NR, Gwadz M, He S, Hurwitz DI, Jackson JD, Ke Z, Lanczycki CJ, Liebert CA, Liu C, Lu F, Lu S, Marchler GH, Mullokandov M, Song JS, Tasneem A, Thanki N, Yamashita RA, Zhang D, Zhang N, Bryant SH: CDD: specific functional annotation with the Conserved Domain Database. Nucleic Acids Res. 2009, D205-210. 10.1093/nar/gkn845. 37 Database
Schneider MC, Exley RM, Chan H, Feavers I, Kang YH, Sim RB, Tang CM: Functional significance of factor H binding to Neisseria meningitidis. J Immunol. 2006, 176 (12): 7566-7575.
Morse SA, Stein S, Hines J: Glucose metabolism in Neisseria gonorrhoeae. J Bacteriol. 1974, 120 (2): 702-714.
Nakano MM, Zuber P, Sonenshein AL: Anaerobic regulation of Bacillus subtilis Krebs cycle genes. J Bacteriol. 1998, 180 (13): 3304-3311.
Nunez C, Bogachev AV, Guzman G, Tello I, Guzman J, Espin G: The Na+-translocating NADH : ubiquinone oxidoreductase of Azotobacter vinelandii negatively regulates alginate synthesis. Microbiology. 2009, 155 (Pt 1): 249-256. 10.1099/mic.0.022533-0.
Bogachev AV, Verkhovsky MI: Na(+)-Translocating NADH:quinone oxidoreductase: progress achieved and prospects of investigations. Biochemistry (Mosc). 2005, 70 (2): 143-149. 10.1007/s10541-005-0093-4.
Zumft WG: Cell biology and molecular basis of denitrification. Microbiol Mol Biol Rev. 1997, 61 (4): 533-616.
Mulkidjanian AY, Dibrov P, Galperin MY: The past and present of sodium energetics: may the sodium-motive force be with you. Biochim Biophys Acta. 2008, 1777 (7-8): 985-992. 10.1016/j.bbabio.2008.04.028.
Gadda G, Francis K: Nitronate monooxygenase, a model for anionic flavin semiquinone intermediates in oxidative catalysis. Arch Biochem Biophys. 2010, 493 (1): 53-61. 10.1016/j.abb.2009.06.018.
Ishizaki K, Larson TR, Schauer N, Fernie AR, Graham IA, Leaver CJ: The critical role of Arabidopsis electron-transfer flavoprotein:ubiquinone oxidoreductase during dark-induced starvation. Plant Cell. 2005, 17 (9): 2587-2600. 10.1105/tpc.105.035162.
Py B, Barras F: Building Fe-S proteins: bacterial strategies. Nat Rev Microbiol. 2010, 8 (6): 436-446. 10.1038/nrmicro2356.
Cho BK, Barrett CL, Knight EM, Park YS, Palsson BO: Genome-scale reconstruction of the Lrp regulatory network in Escherichia coli. Proc Natl Acad Sci USA. 2008, 105 (49): 19462-19467. 10.1073/pnas.0807227105.
Calvo JM, Matthews RG: The leucine-responsive regulatory protein, a global regulator of metabolism in Escherichia coli. Microbiol Rev. 1994, 58 (3): 466-490.
Ren J, Sainsbury S, Combs SE, Capper RG, Jordan PW, Berrow NS, Stammers DK, Saunders NJ, Owens RJ: The structure and transcriptional analysis of a global regulator from Neisseria meningitidis. J Biol Chem. 2007, 282 (19): 14655-14664. 10.1074/jbc.M701082200.
Kidd SP, Potter AJ, Apicella MA, Jennings MP, McEwan AG: NmlR of Neisseria gonorrhoeae: a novel redox responsive transcription factor from the MerR family. Mol Microbiol. 2005, 57 (6): 1676-1689. 10.1111/j.1365-2958.2005.04773.x.
Potter AJ, Kidd SP, Edwards JL, Falsetta ML, Apicella MA, Jennings MP, McEwan AG: Esterase D is essential for protection of Neisseria gonorrhoeae against nitrosative stress and for bacterial growth during interaction with cervical epithelial cells. J Infect Dis. 2009, 200 (2): 273-278. 10.1086/599987.
Potter AJ, Kidd SP, Edwards JL, Falsetta ML, Apicella MA, Jennings MP, McEwan AG: Thioredoxin reductase is essential for protection of Neisseria gonorrhoeae against killing by nitric oxide and for bacterial growth during interaction with cervical epithelial cells. J Infect Dis. 2009, 199 (2): 227-235. 10.1086/595737.
Schook P, Cahoon L, Stohl E, Criss A, Seifert HS: Neisseria gonorrhoeae responses and defenses against reactive oxygen species. 17th International Pathogenic Neisseria Conference: 2010; Banff, CA. 2010, [http://neisseria.org/ipnc/2010/IPNC_2010_abstracts.pdf]
Laskos L, Ryan CS, Fyfe JA, Davies JK: The RpoH-mediated stress response in Neisseria gonorrhoeae is regulated at the level of activity. J Bacteriol. 2004, 186 (24): 8443-8452. 10.1128/JB.186.24.8443-8452.2004.
Du Y, Arvidson CG: RpoH mediates the expression of some, but not all, genes induced in Neisseria gonorrhoeae adherent to epithelial cells. Infect Immun. 2006, 74 (5): 2767-2776. 10.1128/IAI.74.5.2767-2776.2006.
Schielke S, Schmitt C, Spatz C, Frosch M, Schubert-Unkmeir A, Kurzai O: The transcriptional repressor FarR is not involved in meningococcal fatty acid resistance mediated by the FarAB efflux pump and dependent on lipopolysaccharide structure. Appl Environ Microbiol. 2010, 76 (10): 3160-3169. 10.1128/AEM.02833-09.
Friedrich A, Arvidson CG, Shafer WM, Lee EH, So M: Two ABC transporter operons and the antimicrobial resistance gene mtrF are pilT responsive in Neisseria gonorrhoeae. J Bacteriol. 2007, 189 (14): 5399-5402. 10.1128/JB.00300-07.
Warner DM, Shafer WM, Jerse AE: Clinically relevant mutations that cause derepression of the Neisseria gonorrhoeae MtrC-MtrD-MtrE Efflux pump system confer different levels of antimicrobial resistance and in vivo fitness. Mol Microbiol. 2008, 70 (2): 462-478. 10.1111/j.1365-2958.2008.06424.x.
Folster JP, Johnson PJ, Jackson L, Dhulipali V, Dyer DW, Shafer WM: MtrR modulates rpoH expression and levels of antimicrobial resistance in Neisseria gonorrhoeae. J Bacteriol. 2009, 191 (1): 287-297. 10.1128/JB.01165-08.
Criss AK, Katz BZ, Seifert HS: Resistance of Neisseria gonorrhoeae to non-oxidative killing by adherent human polymorphonuclear leucocytes. Cell Microbiol. 2009, 11 (7): 1074-1087. 10.1111/j.1462-5822.2009.01308.x.
Reyes ED, Patidar PL, Uranga LA, Bortoletto AS, Lusetti SL: RecN is a cohesin-like protein that stimulates intermolecular DNA interactions in vitro. J Biol Chem. 2010, 285 (22): 16521-16529. 10.1074/jbc.M110.119164.
Gruenig MC, Stohl EA, Chitteni-Pattu S, Seifert HS, Cox MM: Less is more--Neisseria gonorrhoeae RecX protein stimulates recombination by inhibiting RecA. J Biol Chem. 2010, 285 (48): 37188-37197. 10.1074/jbc.M110.171967.
Hamdan S, Carr PD, Brown SE, Ollis DL, Dixon NE: Structural basis for proofreading during replication of the Escherichia coli chromosome. Structure. 2002, 10 (4): 535-546. 10.1016/S0969-2126(02)00738-4.
Seib KL, Tseng HJ, McEwan AG, Apicella MA, Jennings MP: Defenses against oxidative stress in Neisseria gonorrhoeae and Neisseria meningitidis: distinctive systems for different lifestyles. J Infect Dis. 2004, 190 (1): 136-147. 10.1086/421299.
Barth KR, Isabella VM, Wright LF, Clark VL: Resistance to peroxynitrite in Neisseria gonorrhoeae. Microbiology. 2009, 155 (Pt 8): 2532-2545. 10.1099/mic.0.028092-0.
Whitby PW, Seale TW, Morton DJ, VanWagoner TM, Stull TL: Characterization of the Haemophilus influenzae tehB gene and its role in virulence. Microbiology. 2010, 156 (Pt 4): 1188-1200. 10.1099/mic.0.036400-0.
Tavares AF, Nobre LS, Melo AM, Saraiva LM: A novel nitroreductase of Staphylococcus aureus with S-nitrosoglutathione reductase activity. J Bacteriol. 2009, 191 (10): 3403-3406. 10.1128/JB.00022-09.
Overton TW, Justino MC, Li Y, Baptista JM, Melo AM, Cole JA, Saraiva LM: Widespread distribution in pathogenic bacteria of di-iron proteins that repair oxidative and nitrosative damage to iron-sulfur centers. J Bacteriol. 2008, 190 (6): 2004-2013. 10.1128/JB.01733-07.
Loiseau L, Gerez C, Bekker M, Ollagnier-de Choudens S, Py B, Sanakis Y, Teixeira de Mattos J, Fontecave M, Barras F: ErpA, an iron sulfur (Fe S) protein of the A-type essential for respiratory metabolism in Escherichia coli. Proc Natl Acad Sci USA. 2007, 104 (34): 13626-13631. 10.1073/pnas.0705829104.
Kisselev LL, Justesen J, Wolfson AD, Frolova LY: Diadenosine oligophosphates (Ap(n)A), a novel class of signalling molecules?. FEBS Lett. 1998, 427 (2): 157-163. 10.1016/S0014-5793(98)00420-7.
Ismail TM, Hart CA, McLennan AG: Regulation of dinucleoside polyphosphate pools by the YgdP and ApaH hydrolases is essential for the ability of Salmonella enterica serovar typhimurium to invade cultured mammalian cells. J Biol Chem. 2003, 278 (35): 32602-32607. 10.1074/jbc.M305994200.
McLennan AG: The Nudix hydrolase superfamily. Cell Mol Life Sci. 2006, 63 (2): 123-143. 10.1007/s00018-005-5386-7.
Dunn CA, O'Handley SF, Frick DN, Bessman MJ: Studies on the ADP-ribose pyrophosphatase subfamily of the nudix hydrolases and tentative identification of trgB, a gene associated with tellurite resistance. J Biol Chem. 1999, 274 (45): 32318-32324. 10.1074/jbc.274.45.32318.
Hemm MR, Paul BJ, Miranda-Rios J, Zhang A, Soltanzad N, Storz G: Small stress response proteins in Escherichia coli: proteins missed by classical proteomic studies. J Bacteriol. 2010, 192 (1): 46-58. 10.1128/JB.00872-09.
Durand S, Storz G: Reprogramming of anaerobic metabolism by the FnrS small RNA. Mol Microbiol. 2010, 75 (5): 1215-1231. 10.1111/j.1365-2958.2010.07044.x.
Boysen A, Moller-Jensen J, Kallipolitis B, Valentin-Hansen P, Overgaard M: Translational regulation of gene expression by an anaerobically induced small non-coding RNA in Escherichia coli. J Biol Chem. 2010, 285 (14): 10690-10702. 10.1074/jbc.M109.089755.
Stohl EA, Criss AK, Seifert HS: The transcriptome response of Neisseria gonorrhoeae to hydrogen peroxide reveals genes with previously uncharacterized roles in oxidative damage protection. Mol Microbiol. 2005, 58 (2): 520-532. 10.1111/j.1365-2958.2005.04839.x.
Jackson LA, Ducey TF, Day MW, Zaitshik JB, Orvis J, Dyer DW: Transcriptional and functional analysis of the Neisseria gonorrhoeae Fur regulon. J Bacteriol. 2010, 192 (1): 77-85. 10.1128/JB.00741-09.
Piekarowicz A, Klyz A, Majchrzak M, Adamczyk-Poplawska M, Maugel TK, Stein DC: Characterization of the dsDNA prophage sequences in the genome of Neisseria gonorrhoeae and visualization of productive bacteriophage. BMC Microbiol. 2007, 7: 66-10.1186/1471-2180-7-66.
Webb JS, Thompson LS, James S, Charlton T, Tolker-Nielsen T, Koch B, Givskov M, Kjelleberg S: Cell death in Pseudomonas aeruginosa biofilm development. J Bacteriol. 2003, 185 (15): 4585-4592. 10.1128/JB.185.15.4585-4592.2003.
Falsetta ML, McEwan AG, Jennings MP, Apicella MA: Anaerobic metabolism occurs in the substratum of gonococcal biofilms and may be sustained in part by nitric oxide. Infect Immun. 2010, 78 (5): 2320-2328. 10.1128/IAI.01312-09.
Wagner PL, Waldor MK: Bacteriophage control of bacterial virulence. Infect Immun. 2002, 70 (8): 3985-3993. 10.1128/IAI.70.8.3985-3993.2002.
Korch C, Hagblom P, Ohman H, Goransson M, Normark S: Cryptic plasmid of Neisseria gonorrhoeae: complete nucleotide sequence and genetic organization. J Bacteriol. 1985, 163 (2): 430-438.
Sarandopoulos S, Davies JK: Genetic organization and evolution of the cryptic plasmid of Neisseria gonorrhoeae. Plasmid. 1993, 29 (3): 206-221. 10.1006/plas.1993.1023.
Giraldo R, Diaz-Orejas R: Similarities between the DNA replication initiators of Gram-negative bacteria plasmids (RepA) and eukaryotes (Orc4p)/archaea (Cdc6p). Proc Natl Acad Sci USA. 2001, 98 (9): 4938-4943. 10.1073/pnas.081079298.
Giraldo R, Andreu JM, Diaz-Orejas R: Protein domains and conformational changes in the activation of RepA, a DNA replication initiator. EMBO J. 1998, 17 (15): 4511-4526. 10.1093/emboj/17.15.4511.
Wickner S, Hoskins J, McKenney K: Monomerization of RepA dimers by heat shock proteins activates binding to DNA replication origin. Proc Natl Acad Sci USA. 1991, 88 (18): 7903-7907. 10.1073/pnas.88.18.7903.
Wickner S, Hoskins J, McKenney K: Function of DnaJ and DnaK as chaperones in origin-specific DNA binding by RepA. Nature. 1991, 350 (6314): 165-167. 10.1038/350165a0.
Daines DA, Jarisch J, Smith AL: Identification and characterization of a nontypeable Haemophilus influenzae putative toxin-antitoxin locus. BMC Microbiol. 2004, 4: 30-10.1186/1471-2180-4-30.
Blanco M, Kadlec K, Gutierrez Martin CB, de la Fuente AJ, Schwarz S, Navas J: Nucleotide sequence and transfer properties of two novel types of Actinobacillus pleuropneumoniae plasmids carrying the tetracycline resistance gene tet(H). J Antimicrob Chemother. 2007, 60 (4): 864-867. 10.1093/jac/dkm293.
Van Melderen L, Saavedra De Bast M: Bacterial toxin-antitoxin systems: more than selfish entities?. PLoS Genet. 2009, 5 (3): e1000437-10.1371/journal.pgen.1000437.
Kellogg DS, Peacock WL, Deacon WE, Brown L, Pirkle DI: Neisseria Gonorrhoeae. I. Virulence Genetically Linked to Clonal Variation. J Bacteriol. 1963, 85: 1274-1279.
Silver LE, Clark VL: Construction of a translational lacZ fusion system to study gene regulation in Neisseria gonorrhoeae. Gene. 1995, 166 (1): 101-104. 10.1016/0378-1119(95)00605-6.
Miller JH, (ed.): Experiments in Molecular Genetics. 1972, Cold Spring Harbor: Cold Spring Harbor Laboratory
Ausubel FM, Brent R, Kingston RE, Moore DD, Seidman JG, Smith JA, Struhl K, (ed): Current Protocols in Microbiology. 1987, New York: John Wiley & Sons, Inc
Ausubel FM, Brent R, Kingston RE, Moore DD, Seidman JG, Smith JA, Struhl K, (ed): Short Protocols in Microbiology. 1992, New York: John Wiley & Sons, Inc, 2
Sambrook J, Fritsch EF, Maniatis T, (ed): Molecular Cloning: a Laboratory Manual. 1989, Cold Spring Harbor: Cold Spring Laboratory Press, 2
Sebastian S, Agarwal S, Murphy JR, Genco CA: The gonococcal fur regulon: identification of additional genes involved in major catabolic, recombination, and secretory pathways. J Bacteriol. 2002, 184 (14): 3965-3974. 10.1128/JB.184.14.3965-3974.2002.
Ducey TF, Jackson L, Orvis J, Dyer DW: Transcript analysis of nrrf, a Fur repressed sRNA of Neisseria gonorrhoeae. Microb Pathog. 2009, 46 (3): 166-170. 10.1016/j.micpath.2008.12.003.
This study was supported by Public Health Service grant R21 AI 080912 from the National Institute of Allergy and Infectious Disease. In addition, we thank Michael Macguire for his technical assistance.
VI performed analysis of RNA-seq data, constructed and analyzed all translational and transcriptional fusions, performed RT-PCR, and wrote the initial draft. VC guided the project and reformed later drafts of the manuscript. Both authors read and approved the final manuscript.
Electronic supplementary material
Additional file 1:Supplementary Table S1 (.xls): 50 bp SOLiD RNA sequence reads mapped to the annotated FA1090 genome. This table contains all of SOLiD sequence reads that were mapped to the gonococcal FA0190 genome in our 2 biological replicates, and also contains values normalized to RPKM. (XLSX 208 KB)
Additional file 2:Supplementary Table S2 (.pdf): Strain Table. This file contains a list of the gonococcal strains used in this study. (PDF 127 KB)
Authors’ original submitted files for images
Below are the links to the authors’ original submitted files for images.
About this article
Cite this article
Isabella, V.M., Clark, V.L. Deep sequencing-based analysis of the anaerobic stimulon in Neisseria gonorrhoeae. BMC Genomics 12, 51 (2011). https://doi.org/10.1186/1471-2164-12-51
- Nitric Oxide
- Anaerobic Growth
- Cryptic Plasmid