Abstract
Bacterial toxins with an AB5 architecture consist of an active (A) subunit inserted into a ring-like platform comprised of five delivery (B) subunits. Salmonella Typhi, the cause of typhoid fever, produces an unusual A2B5 toxin known as typhoid toxin. Here, we report that upon infection of human cells, S. Typhi produces two forms of typhoid toxin that have distinct delivery components but share common active subunits. The two typhoid toxins exhibit different trafficking properties, elicit different effects when administered to laboratory animals, and are expressed using different regulatory mechanisms and in response to distinct metabolic cues. Collectively, these results indicate that the evolution of two typhoid toxin variants has conferred functional versatility to this virulence factor. More broadly, this study reveals a new paradigm in toxin biology and suggests that the evolutionary expansion of AB5 toxins was likely fueled by the plasticity inherent to their structural design coupled to the functional versatility afforded by the combination of homologous toxin components.
Subject terms: Bacterial pathogenesis, Bacteriology, Infection, Bacterial toxins
Salmonella Typhi produces the typhoid toxin. Here, Fowler et al. show that S. Typhi produces two forms of typhoid toxin that are differentially regulated and display different trafficking properties and different effects when administered to laboratory animals.
Introduction
AB5 toxins are a structurally similar but functionally diverse class of virulence factors that are widespread in bacteria. They play an important and well-documented role in the pathogenesis of many pathogens of great public health importance including Bordetella pertussis, E. coli, Vibrio cholerae, Shigella spp. and Salmonella spp1,2. Their name is derived from their architectural organization, which consists of a pentameric “B” subunit, which targets the toxin to specific cells, and an associated catalytic “A” subunit, which is responsible for the harmful effects on cellular targets. Salmonella enterica serovar Typhi (S. Typhi) is the etiological agent of typhoid fever, a major global health problem3,4. An assortment of evidence indicates that typhoid toxin is responsible for some of the more severe symptoms of typhoid fever5–7. Compared to other AB-type toxins, typhoid toxin is highly unusual in that two A subunits, CdtB, a DNAse, and PltA, an ADP-ribosyltransferase, associate with a single pentameric B subunit, PltB, resulting in a unique A2B5 architecture6. This unusual composition appears to be the result of typhoid toxin’s remarkable evolutionary history, during which two classes of AB-type toxins – cytolethal distending toxins (CDTs) and pertussis-like toxins - amalgamated to produce a single toxin8. A structural and biochemical investigation into the evolution of typhoid toxin revealed that this class of toxins exhibits remarkable plasticity in that heterologous co-expression of various combinations of homologs from other bacteria produced active typhoid-toxin-like complexes8. These observations raise the question whether alternative forms of AB5 toxins could be assembled from homologous subunits encoded by the same bacterium.
Here we show that in S. Typhi this is the case and that an alternative form of typhoid toxin is assembled involving a B subunit homolog encoded elsewhere in its chromosome. We also show that the alternative form of typhoid toxin exhibits different biological properties and that the expression of its B subunit is controlled by a different regulatory network in response to different metabolic cues. These results have important implications for the biology of typhoid toxin and AB5 toxins in general.
Results
Many salmonellae encode AB5 toxins and “orphan” B subunits
We previously observed that, surprisingly, orthologous AB5 toxin components encoded by different salmonellae are able to assemble into functional toxins8. This suggested to us that this might be an evolutionarily-conserved phenomenon exploited by Salmonella to produce diversified toxins. To test this hypothesis, we searched the NCBI genome database for salmonellae that encode both typhoid toxin (i.e. pltB, pltA and cdtB) as well as additional putative toxin-encoding genes homologous to typhoid toxin components. In agreement with previous reports9,10, we found that the typhoid toxin islet is found in an assortment of Salmonella lineages and has a distribution that is consistent with having been transferred horizontally within the genus in multiple independent events. We found that, in addition to the core toxin locus, almost every typhoid toxin-encoding strain that we identified encoded a second homolog of the pltB delivery subunit (Supplementary Fig. 1). Remarkably, the genomic context of this putative second delivery subunit varies considerably among salmonellae. In some lineages, such as the arizonae and diarizonae subspecies, the additional pltB homolog is encoded immediately upstream of pltB, while in most cases, including the Typhi and Paratyphi serovars, it is found at a distant genome location as an “orphan” B subunit (Fig. 1a, Supplementary Fig. 1). Importantly, although the majority of sequenced Salmonella strains do not encode typhoid toxin, we were unable to identify any strains that encode an orphan B subunit in the absence of typhoid toxin. The remarkable co-occurrence of these two genetic elements across different branches of the Salmonella genus supports the hypothesis that Salmonella may assemble alternative forms of typhoid toxins from orthologous components.
S. Typhi produces two distinct forms of typhoid toxin
As alluded above, the S. Typhi genome contains a gene that encodes a polypeptide that shares 28% amino acid sequence identity with PltB at a locus distant from the typhoid toxin islet (Fig. 1a, Supplementary Figs. 1–2)10. This gene, sty1364, has been renamed pltC in accordance with the findings presented below. A thoroughly degraded ADP-ribosyltransferase pseudogene, sty1362, resides immediately upstream of pltC, suggesting that this locus encoded a complete AB5-type toxin at some point in its evolutionary history (Supplementary Fig. 1). We hypothesized that PltC may associate with PltA and CdtB to produce an alternative form of typhoid toxin (Fig. 1a). In testing this hypothesis, we found that pltC exhibited a similar pattern of expression to the genes encoding other components of typhoid toxin5,11,12 in that, although undetectable under standard laboratory conditions, it was induced >100-fold following S. Typhi infection of cultured human epithelial cells (Fig. 1b). Similarly, pltC expression was strongly induced in S. Typhi grown in TTIM, a growth medium that mimics some aspects of the intracellular environment and is permissive for typhoid toxin expression in vitro12 (Fig. 1c). Using affinity chromatography coupled to LC–MS/MS and western blot analysis we readily detected an interaction between PltC and both CdtB and PltA after S. Typhi growth in TTIM medium as well as after infection of cultured epithelial cells (Fig. 1d, e, Supplementary Data 1). Importantly, PltC did not interact with CdtB in the absence of PltA, indicating that similar to the holotoxin assembled with PltB, PltC forms a complex with CdtB only through its interaction with PltA (Fig. 1d, e). Although most AB5 toxins employ a homopentameric delivery platform2, pertussis toxin is comprised of a heteropentameric delivery platform assembled from different but structurally related B subunits13,14. Because PltB is not efficiently detected using our LC–MS/MS protocol even in purified toxin preparations, we were unable to determine whether PltB and PltC form heteromeric delivery platforms using this approach. Therefore, to explore this issue we employed immunoprecipitation coupled with western blot analysis using an anti-PltB antibody in S. Typhi-infected cells and in S. Typhi grown in TTIM (Fig. 1e, f). Under both of these conditions, PltB was readily detected in samples affinity purified from a tag present in CdtB, but was undetectable in parallel samples purified from a tag present in PltC. These results indicate that, most likely, typhoid toxin does not exhibit a single heteromeric B subunit architecture but rather it is assembled in two alternative configurations with PltB or PltC as its homopentameric subunit (Fig. 1e, f). We also observed an increase in the amount of PltB that co-immunoprecipitated with CdtB in a ΔpltC strain compared to wild type, indicating that, in the absence of PltC, more PltB-containing toxin is assembled thus suggesting that the two delivery subunits compete for their association to the active subunits (Fig. 1f, Supplementary Fig. 3). Following growth in TTIM, there also appears to be more PltB in the whole cell lysates in the ΔpltC mutant strain compared to wild type, which might indicate that free B subunits are degraded more readily than those incorporated into the toxin (Fig. 1f). Collectively, these data indicate that upon infection of human cells S. Typhi assembles two distinct typhoid toxins with the same enzymatic “A” subunits but distinct delivery platforms or “B” subunits (Fig. 1a).
The two typhoid toxins exhibit significant functional differences
To assess the function of the typhoid toxin assembled with PltC we examined the ability of the purified toxin to intoxicate cultured cells as measured by cell cycle arrest at G2/M due to the DNA damage inflicted by the CdtB subunit (Fig. 2a, b)5,11,15. We found that PltC-typhoid toxin was able to intoxicate cultured epithelial cells in a similar fashion to the PltB version of the toxin although with a higher (~7 fold) EC50. Interestingly, however, cultured cells infected with a strain that lacks pltC (exclusively producing PltB-typhoid toxin) were intoxicated in a manner indistinguishable to cells infected with wild type S. Typhi, although cells infected with a ∆pltB mutant strain (exclusively producing PltC-typhoid toxin) did not exhibit detectable signs of intoxication (Fig. 2c). The observations that PltC-typhoid toxin is produced to significant levels during infection (Fig. 1e) and is able to intoxicate when directly applied to cultured cells, but it does not intoxicate during bacterial infection suggested that the two alternative forms of the toxin might differ in their delivery mechanisms after their synthesis by intracellular S. Typhi. We have previously shown that following its production, typhoid toxin is secreted from the bacterial periplasm into the lumen of the Salmonella-containing vacuole (SCV) by a specialized protein secretion mechanism involving a specialized muramidase that enables the toxin to cross to the trans side of the peptidoglycan (PG) layer, from where it can be released by various membrane-active agonists such as bile salts or anti-microbial peptides16. We found that both forms of typhoid toxin are released from the bacteria using this same mechanism (Supplementary Fig. 4). It has been shown that after its secretion into the lumen of the SCV, typhoid toxin is packaged into vesicle transport intermediates that carry the toxin to the extracellular space, a process that is orchestrated by interactions of its B subunit PltB with specific luminal receptors5,17. Therefore we examined whether differences in receptor specificity between PltB and PltC may lead to differences in their intracellular transport pathways after bacterial infection. We infected cultured cells with wild-type S. Typhi or isogenic mutants carrying deletions in pltC, pltB, or both, and monitored the formation of CdtB-containing transport carriers using an immunofluorescence assay (Fig. 2d, e). We found that toxin carriers were absent in cells infected with the ΔpltB strain although they were readily detected in cells infected with the ∆pltC mutant. These results indicate that the formation of the transport carriers is strictly dependent on PltB, presumably because the PltC version of typhoid toxin does not engage the sorting receptor. In fact, the level of transport carriers was measurably increased in cells infected with the ∆pltC S. Typhi mutant, an indication that the absence of PltC leads to the assembly of higher levels of export-competent PltB-containing typhoid toxin. Collectively, these data indicate that the two typhoid toxins differ significantly with respect to their ability to engage the sorting receptors within the lumen of the SCV leading to substantial differences in the export of the toxins to the extracellular space, a pre-requisite for intoxication after bacterial infection of cultured cells. These results also suggest that, during infection, the two toxins may exert their function in different environments and may target different cells.
To gain insight into potential differences between the activities of the two forms of typhoid toxin, we evaluated the consequences of systemically administering to C57BL/6 mice highly purified preparations of PltB- or PltC-typhoid toxins. We found that, although administering 2 µg of PltB-typhoid toxin was sufficient to kill all mice tested within five days, mice receiving 10 µg of PltC-Typhoid toxin (~5-fold more) survived for at least 10 days and the majority survived the full course of the experiment (Fig. 2f). Furthermore, in contrast to PltB-typhoid toxin6, mice receiving the PltC-typhoid toxin showed no neurological symptoms, but did lose weight and showed signs of malaise and lethargy, although these symptoms were delayed and less severe than those observed in the PltB-typhoid toxin treated animals (Fig. 2g). Peak toxicity for PltC-typhoid toxin treated mice was observed between 8 and 13 days post-administration, after which the majority of treated animals fully recovered. Interestingly, despite eliciting fewer and milder overt symptoms compared the PltB-typhoid toxin treated mice, PltC-typhoid toxin caused a significantly greater reduction in the numbers of total white blood cells, lymphocytes and monocytes (Fig. 2h). Collectively, these data indicate that the two typhoid toxins preferentially target different cells/tissues. Therefore producing two toxins variants confers functional versatility to typhoid toxin, presumably enabling S. Typhi to expand the spectrum of host cell targets that it can engage.
The two typhoid toxins are differentially regulated
Given the substantially different functional properties exhibited by the two forms of typhoid toxin, we reasoned that S. Typhi might have evolved regulatory mechanisms to preferentially produce the different forms of the toxin under different conditions. Expression of the typhoid toxin locus genes (i. e. pltB, pltA and cdtB) is controlled by the PhoP/PhoQ (PhoPQ) two-component regulatory system12. However, we found that in the absence of PhoPQ, pltC was robustly expressed during bacterial infection indicating that, despite exhibiting a similar intracellular expression pattern to the other typhoid toxin genes, the regulation of pltC expression must be distinct (Supplementary Figs. 5, 6). To decipher its regulatory network, we applied FAST-INseq12 to screen for S. Typhi genes that influence pltC expression within infected cultured cells (Fig. 3a). Cultured epithelial cells were infected with a library of S. Typhi transposon mutants that encode a GFP reporter of pltC expression and, using fluorescence activated cell sorting (FACS), bacterial mutants that expressed pltC were separated from those that did not. Transposon insertion site sequencing (INseq)18–20 was then used to identify transposon-disrupted genes that were over-represented in the bacterial population that did or did not express pltC, thus identifying candidate genes required for the regulation of pltC expression (Fig. 3b and Supplementary Table 1 and Supplementary Data 2). Notably, the most significantly enriched mutants that did not express pltC were insertions within ssrA and ssrB, which encode a two-component regulatory system (Supplementary Table 1 and Supplementary Data 2)21–23. This system is the master regulator of the expression of a type III protein secretion system encoded within Salmonella pathogenicity island 2, an essential Salmonella virulence factor that, like typhoid toxin, is selectively expressed by intracellular bacteria24–26. S. Typhi strains carrying deletion mutations in ssrA/ssrB, showed drastically reduced levels of pltC expression following infection of cultured epithelial cells, confirming the observations in the genetic screen (Fig. 3c, Supplementary Fig. 6). Interestingly, phoP and phoQ were also identified amongst the mutants that yielded reduced pltC expression. Examination of pltC expression at the population and single bacterium levels (Fig. 3c, Supplementary Figs. 5, 6) revealed that, although most ΔphoPQ S. Typhi express wild-type levels of pltC during infection, this mutant results in a larger population of intracellular S. Typhi that fail to express pltC (2.3% wild type vs. 8.8% ΔphoPQ, see Supplementary Fig. 6). Coupled with previous findings that PhoPQ can activate the expression of ssrA/ssrB, these data suggest that a small population of S. Typhi require PhoPQ activation in order to stimulate ssrAB expression under these infection conditions26,27. In stark contrast to what we observed for pltC, the absence of SsrA/SsrB had a negligible effect on pltB expression (Fig. 3c, Supplementary Figs. 5, 6). Collectively, these results suggest that the SsrA/SsrB two-component system is the principal activator of pltC expression during infection and indicate that the production of the two typhoid toxin delivery subunits is controlled by different, intracellularly-induced, global regulatory networks.
Our screen also identified several mutants that led to increased pltC expression. Among these mutants were insertions within all of the genes required for the biosynthesis of the cofactor biotin (Fig. 3b and Supplementary Table 2 and Supplementary Data 2), which based on previous studies12, are likely to affect expression of pltC indirectly, by preventing the expansion of a population of cytosolic bacteria (i. e. located outside of the Salmonella containing vacuole) unable to express typhoid toxin. These results therefore suggest that, like the other typhoid toxin genes, pltC expression also requires the specific environment of the Salmonella containing vacuole. We also found that insertions within genes required for purine biosynthesis resulted in increased pltC expression, while insertions within pyrimidine biosynthesis genes had the opposite effect (Fig. 3b, Supplementary Tables 1 and 2 and Supplementary Data 2). This is particularly noteworthy since purine biosynthesis mutants result in reduced expression of pltB12. Follow up experiments exploring the expression of pltB and pltC in cultured cells infected with isogenic purine (ΔpurM) or pyrimidine (ΔpyrC) biosynthesis mutants confirmed the results of our screen and demonstrated that, in intracellular S. Typhi, purine limitation favors pltC expression while pyrimidine limitation favors pltB expression (Fig. 3d, e). Further experiments will be required to decipher the nature of this regulation, however a wide range of regulatory mechanisms have been described involving nucleobases/nucleotides and second messengers derived from these molecules, many of which operate post transcriptional initiation28–31. Given that levels of purines and pyrimidines are connected through their common use in DNA/RNA synthesis, it is tempting to speculate that the inverse effects observed for pltB and pltC expression may be due to a single regulatory molecule that exerts opposite effects on the expression of the two delivery subunits. Collectively, these results demonstrate that the relative expression levels of the two typhoid toxin delivery subunits are substantially altered in response to low nucleotide concentrations, and suggest that different nutrient availability may serve as a cue that enables S. Typhi to adjust the balance of the two forms of typhoid toxin it produces within a given environment (Fig. 3f).
Discussion
We have shown here that S. Typhi produces two different versions of typhoid toxin that share their enzymatic subunits but utilize alternative delivery subunits resulting in substantially different biological activities. In particular, our results indicate that PltB-typhoid toxin is more efficient at causing neurological symptoms, which are associated with increased lethality. In contrast, PltC-Typhoid toxin is more effective at targeting white blood cells as mice challenged with this form of typhoid toxin exhibited a more pronounced leukopenia. Therefore, by assembling toxins with different targeting mechanisms, Salmonella Typhi may be able to target a broader array of cell types in different tissue environments.
The typhoid toxin locus has a sporadic distribution in the Salmonella genus and is found in a range of different genome locations, often within prophage. Given these factors, it is noteworthy that virtually all typhoid toxin-encoding strains whose genomes have been sequenced also encode a second B subunit homolog (Supplementary Fig. 1)9,10,32. This strongly suggests that producing multiple forms of typhoid toxin is not unique to the Typhi serovar, but rather is an integral aspect of typhoid toxin biology; indeed, genetic evidence suggests that an orthologous B subunit is also important for the function of the typhoid toxin produced by the Javiana serovar32. The distributions and genomic locations of these elements indicate that the acquisition of the core typhoid toxin islet and the second B subunit occurred in separate evolutionary events in several distinct Salmonella lineages, implying that producing functionally diverse typhoid toxins imparts a strong evolutionary advantage to ecologically diverse salmonellae. More broadly, we have also identified other pathogens that encode orphan B subunits that are homologous to components of an AB5 toxin located elsewhere in their genomes, suggesting that the assembly of alternate toxins may be a more general feature of AB5 toxins (Supplementary Fig. 7). For example, in addition to the locus encoding pertussis toxin, Bordetella pertussis encodes two orphan orthologs of its B subunits at a distant genome location. Under certain conditions, these proteins have been reported to be co-synthesized and co-secreted with other pertussis toxin components33.
Here, we show that B subunits with significantly different amino acid sequences encoded by the same bacterium assemble with common A subunits into distinct toxins with different biological properties. This “lego-like” assembly of structurally-similar but functionally distinct components, which genomic evidence suggests is likely to be conserved in diverse bacterial lineages encoding different AB5 toxins, suggests that the evolutionary expansion of the AB5 class of toxins was likely fueled by the plasticity inherent to their structural design coupled with the functional versatility that can be achieved through combining homologous toxin components.
Methods
Bacterial strains and cell lines
S. Typhi strains employed in this study were derived from the wild-type isolate ISP282534 and were constructed using standard recombinant DNA and allelic exchange procedures using the E. coli β-2163 ∆nic35 as the conjugative donor strain35. All the S. Typhi deletion mutant strains carry deletions of the entire coding regions of the indicated gene or genes from the start to the stop codons. The malE-3xFLAG strain was generated by moving a C-terminal 3xFLAG tagged version of malE to the pltC locus (resulting in a pltC deletion). All other strains featuring 3xFLAG epitope-tagged genes were generated by replacing the native gene with a C-terminal 3xFLAG tagged version at its native genomics locus. A complete list of bacterial strains used in this study is provided in Supplementary Table 3. Strains were routinely cultured in LB broth at 37 °C. For in vitro growth assays that employed typhoid toxin inducing growth conditions (TTIM) a previously described chemically defined growth medium was used12 that was based on N minimal medium36. All experiments using cultured cells were conducted using the Henle-407 human epithelial cell line, which was obtained from the Roy Curtiss library collection. Cells were cultured in Dulbecco’s modified Eagle medium (DMEM, GIBCO) supplemented with 10% Fetal Bovine Serum (FBS) at 37 °C with 5% CO2 in a humidified incubator. This cell line was routinely tested for mycoplasma contamination using a Mycoplasma Detection Kit (SouthernBiotech, Cat# 13100–01).
Salmonella Typhi infections
To infect Henle-407 cells, overnight cultures of S. Typhi were diluted 1/20 into fresh LB containing 0.3 M NaCl and grown to an OD600 of 0.9. Cells were infected for 1 h in Hank’s balanced salt solution (HBSS) at the indicated multiplicity of infection (MOI). Cells were then washed three times with HBSS and incubated in culture medium containing 100 μg/ml gentamycin to kill extracellular bacteria. After 1 h, cells were washed and fresh medium was added containing 5 μg/ml gentamycin to avoid repeated cycles of reinfection.
β-galactosidase assays
For in vitro grown samples, overnight cultures were washed two times with TTIM, diluted 1/20 into fresh TTIM and grown for the indicated amount of time at 37 °C at which point 10 or 20 μl of the culture was added to 90 μl of permeabilization buffer (100 mM Na2HPO4, 20 mM KCl, 2 mM MgSO4, 0.8 mg/ml hexadecyltrimethylammonium bromide [CTAB], 0.4 mg/ml sodium deoxycholate, 5.4 µL/ml β-mercaptoethanol) and assayed, as described below. For samples collected from infected cells, 3 × 105 Henle-407 cells were plated in 6-well plates and grown for 24 h prior to infection with the indicated strains. Following infections, cells were washed two times with PBS, released from the plates using dilute trypsin and pelleted by centrifugation for 5 min at 150 × g. Cells were then lysed in 0.1% sodium deoxycholate (in PBS) supplemented with 100 μg/ml DNase I and the lysate was centrifuged at 5000 × g for 5 min to pellet the bacteria. The bacteria were re-suspended in PBS, a small aliquot of which was diluted to calculate the total number CFU recovered. The remainder of the bacteria were pelleted, re-suspended in 100 μl of permeabilization buffer and assayed as described below. Assays were conducted at 24 h post infection (hpi) unless otherwise indicated. β-galactosidase assays were conducted using a modified version of the protocol developed by Miller12,37. Briefly, samples were permeabilized for 20 min at room temperature in the buffer described above after which 600 μl of substrate buffer (60 mM Na2HPO4, 40 mM NaH2PO4, 2.7 µL/mL β-mercaptoethanol, 1 mg/ml ONPG [o-nitrophenyl-β-D-galactopyranoside, Sigma]) was then added to initiate the reactions. Once the samples developed an obvious yellow color, the reactions were quenched using 700 μl of 1 M Na2CO3 and the reaction time was noted. Cell debris was removed by centrifugation at 20,000 × g for 5 min and the OD420 of the samples was measured. Miller units were calculated as: (1000 × OD420)/(reaction time [minutes] × culture volume assayed [ml] × OD600 [culture]).
Co-immunoprecipitation experiments
To identify interaction partners for the various typhoid toxin subunits, S. Typhi bacterial cell lysates were immunoprecipitated using C-terminal 3xFLAG epitope-tagged CdtB or PltC (tags were incorporated at the native genomic locus) as indicated and the eluates were analyzed by LC–MS/MS or western blot. A strain encoding a C-terminal 3xFLAG epitope-tagged version of MalE, a periplasmic protein that is expressed in TTIM, which was cloned in place of pltC at the pltC locus in the S. Typhi chromosome and included as a negative control for the LC–MS/MS analysis. For in vitro grown samples, the indicated strains were grown overnight in LB, washed twice using TTIM, diluted 1/20 into 12 ml of fresh TTIM and grown overnight. Cultures were pelleted, re-suspended in lysis buffer (50 mM Tris pH 7.5, 170 mM NaCl, cOmplete mini protease inhibitors [Sigma], 40 ug/ml DNase I) and lysed using the One Shot cell disruption system (Constant Systems, Ltd). Clarified lysates were immunoprecipitated overnight at 4 °C using ANTI-FLAG M2 affinity gel (Sigma). Immunoprecipitated samples were washed thoroughly using 50 mM Tris pH 7.5/170 mM NaCl/50 mM galactose/0.1% Triton X-100 and eluted using 0.1 M glycine-HCl (LC–MS/MS) or SDS–PAGE loading buffer (western blot analysis). For LC–MS/MS analysis, the eluted samples were precipitated overnight at −20 °C in 80% acetone and washed twice using 80% acetone. The samples were then reduced using DTT, alkylated using iodoacetamide and trypsin digested overnight. C18 column purified peptides were then analyzed by LC/MS/MS, as previously described38 and MS/MS scans were processed and searched using MASCOT (Matrix Science Ltd.). The resulting peptide and protein assignments were filtered to keep only those identifications with scores above extensive homology. For western blot analysis, eluted samples were run on 10–15% SDS–PAGE and transferred to nitrocellulose membranes. Membranes were blocked using 5% non-fat milk, incubated overnight at 4 °C with the indicated primary antibody followed by a 2 h incubation with a fluorescently conjugated α-mouse (FLAG) or α-rabbit (PltB) secondary antibody and analyzed using the Li-Cor Odyssey blot imager. The following antibodies were used for western blot analysis: α-FLAG mouse monoclonal (Sigma, F3165, 1:5000 dilution), α-PltB rabbit polyclonal (produced for Galan lab by Pocono Rabbit Farm & Laboratory, Inc. Canadensis PA, 1:5000 dilution), α-CdtB rabbit polyclonal (produced for Galan lab by Pocono Rabbit Farm & Laboratory, 1:5000 dilution). Uncropped gel images, as well as unedited and uncropped gel images, for these (and all other relevant) experiments are provided in the Source Data file.
For samples isolated from infected cells, three 15 cm dishes containing a total of 7.5 × 107 Henle-407 cells were infected at an MOI of 20 as described above using each of the indicated S. Typhi strains. 24 h post-infection, cells were washed twice using PBS and collected using a cell scraper, pelleted and washed once using PBS. Cell pellets were then resuspended in lysis buffer (50 mM Tris pH 7.5, 170 mM NaCl, complete mini protease inhibitors [Sigma], 40 ug/ml DNase I, 10 mM N-ethylmaleimide) and lysed using a Branson Digital Sonifier (3 s on/8 s off, 35% amplitude, 3 min total). Clarified lysates were then immunoprecipitated and analyzed by western blot as described above.
Typhoid toxin purification
Both typhoid toxins were purified according to a previously established protocol6. Briefly, pltB, pltA and cdtB-6xHis (PltB-typhoid toxin) or pltC, pltA and cdtB-6xHis (PltC-typhoid toxin) were cloned into pET28a(+) vector (Novagen). E. coli strains carrying these expression vectors were grown to OD600 ~0.8, at which time 250 μM IPTG was added to induce the expression of the toxin genes and the cultures were grown overnight at 30 °C. Bacterial cells were pelleted by centrifugation and lysed. Crude lysates were affinity purified using Nickel resin (Qiagen), followed by cation exchange chromatography using a Mono S column (Sigma-Aldrich) and finally gel filtration using a Superdex-200 column (Sigma-Aldrich). The final fractions were analyzed by SDS–PAGE to confirm purity.
Culture cell intoxication assays
To assess typhoid toxin toxicity in cultured human cells, the number of cells arrested in G2/M (as a consequence of CdtB-mediated DNA damage) was determined using flow cytometry as previously described6. For experiments using purified toxin, 2.5 × 104 Henle-407 epithelial cells were plated in 12-well plates. After 24 h the cells were washed and fresh medium containing the indicated concentrations of PltB- or PltC-typhoid toxin were added. Forty eight hours later, the cells were removed from the dishes using trypsin treatment, pelleted, re-suspended in 300 µl PBS, fixed by adding ice cold ethanol dropwise to a final concentration of 70% and incubated overnight at −20 °C. Cells were then washed with PBS, re-suspended in 500 μl of PBS containing 50 μg/ml propidium iodide, 0.1 μg/ml RNase A and 0.05% Triton X-100 and incubated for 30 min at 37 °C. Cells were then washed and re-suspend in PBS, filtered and analyzed by a flow cytometry. The DNA content of cells was determined using FlowJo (Treestar). In order to obtain EC50 values, the percentage of cells in the G2/M phase (% G2/M) was determined for each sample and converted to normalized toxicity by subtracting the % G2-M value observed of untreated cells and dividing by (maximum % G2/M - untreated % G2/M). The maximum % G2/M value was considered to be 90% based on our experience that values above this number are not reliably observed even at saturating toxin concentrations. For experiments using S. Typhi infected cells, 2.5 × 104 Henle-407 cells were plated in 12-well plates and were infected using the indicated S. Typhi strains at the indicated MOI values 24 h later. After 48 h post-infection the cells were collected, fixed, stained and analyzed as described above.
Typhoid toxin secretion assay
To assess the mechanism of secretion for the PltB- and PltC typhoid toxins, an in vitro toxin secretion assay was employed to determine whether toxin secretion from ΔpltB (producing exclusively PltC-typhoid toxin) and ΔpltC (producing exclusively PltB-typhoid toxin) S. Typhi strains was dependent upon both TtsA and outer membrane perturbation, in accordance with the recently described mechanism of typhoid toxin secretion16. The indicated strains, all of which encode 3x-FLAG epitope-tagged cdtB from its native genomic locus, were grown overnight in LB, washed twice using TTIM, diluted 1/20 into fresh TTIM and grown for 24 h at 37 °C to induce typhoid toxin and ttsA expression. The bacteria were then pelleted, washed thoroughly, and incubated for 15 min either in 0.075% bile salts (Sigma) in PBS or in PBS alone (mock treated). The bacteria were then pelleted and the supernatants were filtered using a 0.2 μm filter and TCA precipitated. The amount of toxin in the pellet and supernatant fractions was then determined by western blot analysis using an M2 α-FLAG antibody as described above.
Immunofluorescence microscopy assay for typhoid toxin export
To compare the export of typhoid toxin from the Salmonella-containing vacuole to the extracellular space for PltB-typhoid toxin and PltC-typhoid toxin, we employed a previously established immunofluorescence-based assay that quantifies the levels typhoid toxin that are within exocytic vesicles compared to the levels associated with bacteria17. Henle-407 cells plated on glass coverslips were infected with the indicated cdtB-3xFLAG epitope-tagged S. Typhi strains at an MOI of 10. Forty eight hours post-infection, the samples were fixed in 4% paraformaldehyde and blocked using 3% BSA/0.3% triton X-100 in PBS. The coverslips were then incubated with a 1:5000 dilution of mouse monoclonal M2 anti-FLAG antibody (Sigma) and a 1:10,000 dilution of rabbit polyclonal anti-S. Typhi LPS antibody (Sifin) overnight at 4 °C. After thoroughly washing in PBS, samples were then stained using Alexa 488-conjugated anti-mouse and Alexa 594-conjugaed anti-rabbit antibodies and DAPI (Sigma) for 2 h at room temperature, washed extensively using PBS, mounted on coverslips, and imaged imaged using an Eclipse TE2000 inverted microscope (Nikon) with an Andor Zyla 5.5 sCMOS camera driven by Micromanager software (https://www.micro-manager.org).
The open source software ImageJ (http://rsbweb.nih.gov/ij/) was used to quantify toxin export in images captured in random fields as described previously17. Briefly, the LPS signal was used to identify the bacterial cells and the CdtB-3xFLAG signal was used to identify typhoid toxin. The typhoid toxin signal within the area associated with bacterial cells was subtracted from the total typhoid toxin signal in order to obtain the signal associated with typhoid toxin carrier intermediates. In a given field, the fluorescence intensity of the typhoid toxin signal that was associated with toxin carriers was normalized to the bacterial-associated typhoid toxin signal within the same field.
Animal intoxication experiments
All animal experiments followed the ethical regulations and were conducted according to protocols approved by Yale University’s Institutional Animal Care and Use Committee. Prior to beginning this study, approval to conduct the animal experiments presented was granted by this committee. C57BL/6 mice were anesthetized with 30% w/v isoflurane in propylene glycol and 100 µl of toxin solution containing the indicated concentration of purified PltB- or PltC-typhoid toxin was administered via the retro-orbital route. Changes in behavior, weight and survival of the toxin-injected mice were closely monitored for the duration of the experiment. Blood samples were collected by cardiac puncture 4 days after toxin administration in Microtainer tubes coated with EDTA, kept at room temperature and analyzed within 2 h after blood collection using a HESKA Veterinary Hematology System.
FAST-INSeq screen
The FAST-INSeq screen was employed to identify S. Typhi genes that, when disrupted by transposon mutagenesis, lead to altered expression of a pltC:gfp reporter within infected Henle-407 epithelial cells. This screen was conducted as previously described12 using a pltB:gfp reporter. Transposon mutagenesis was conducted using a mariner transposon delivered by pSB4807, which was mobilized into the pltC:gfp S. Typhi strain by conjugation using E. coli β-2163 ∆nic35 as the donor strain. Mutants were selected by plating on LB agar plates containing 30 μg/ml chloramphenicol. A total of ~150,000 mutants were collected and multiple aliquots of this library were stocked for subsequent use in the screen. For each iteration of the screen, five 15 cm dishes were seeded with 1 × 107 Henle-407 cells each and grown for ~24 h prior to infection using the transposon mutant library described above. Aliquots of the inoculum used for infection were collected for subsequent INSeq preparation (inoculum pool). 18 h post infection, the cells were washed three times with PBS, detached from plates using dilute trypsin and pelleted by centrifugation at 150 × g for 5 min. Cells were lysed using a 5 min incubation in 0.1% sodium deoxycholate (in PBS) supplemented with 100 μg/ml DNase I to degrade and solubilize the genomic DNA released from lysed host cells. The lysate was centrifuged at 5000 × g for 5 min to isolate S. Typhi from the soluble cellular debris. The S. Typhi-containing pellet was re-suspended in PBS and further purified from cellular debris using two spins at 150 × g for 5 min (discarding the pellet fraction) and one spin at 5000 × g for 5 min (discarding the supernatant). An aliquot of the recovered S. Typhi was amplified by growth in LB at 37 °C and subsequently prepared for INSeq sequencing (post-infection pool) and the remainder was washed and diluted in PBS to a concentration of ~2 × 106 bacteria/ml for FACS. A total of ~2 × 107 S. Typhi mutants were sorted according to their fluorescence intensity in the GFP channel (488 nm excitation, 515/20 with 505LP emission) using a BD FACS Aria II flow cytometer. The isolated low fluorescence and high fluorescence pools were amplified by growth in LB at 37 °C and subsequently prepared for INSeq sequencing. The screen was conducted using the same mutant library on two independent occasions, and the low fluorescence pools from these two sorts were pooled and re-sorted (re-sort of low fluorescence populations).
For INSeq sequencing, genomic DNA was extracted from each of the mutant pools, digested with MmeI (New England Biolabs) and barcoded samples were prepared for sequencing as described previously20. The purified 121 bp DNA products containing barcodes to identify the individual mutant pools were sequenced on an Illumina HiSeq2000 system at the Yale Center for Genomic Analysis. The sequencing data were analyzed using the INSeq_pipeline_v3 package19, which separated sequencing reads by pool, mapped/quantified insertions and grouped insertions by gene. For each pool, the total number of sequencing reads was normalized to be 2,176,000 (an average of 500/gene). To identify genes in which insertions were enriched in a statistically significant manner in one pool compared to another, a value of 50 (10% of the average number of reads per gene) was added to the normalized number of reads in both pools. Ratios of the log-transformed read numbers for the two pools were then calculated. Genes with values that were an average of more than two standard deviations from the mean over the two primary replicates of the screen and more than one standard deviation from the mean in all three sorts were considered to be significantly enriched.
Analytical flow cytometry
To probe pltB and pltC expression within infected cells at the single bacterium level, we employed a previously developed flow cytometry-based assay12. The indicated pltC:gfp and pltB:gfp strains carrying a plasmid driving constitutive mCherry expression were used to infect Henle-407 cells as described above. At 24 h post infection, bacteria were isolated and prepared for flow cytometry as described above for the FAST-INSeq screen. At this time point, which was chosen to capture a state of purine/pyrimidine starvation in the purM/pyrC mutants, we find very few instances of S. Typhi within the host cell cytosol and thus virtually all S. Typhi express high levels of both pltB and pltC in the wild-type strains12. For each sample the fluorescence intensity in the GFP channel (488 nm excitation, 515/20 with 505LP emission) was analyzed for at least 5000 mCherry-positive particles (532 nm excitation, 610/20 with 600LP emission) using a BD FACS Aria II flow cytometer. All samples were prepared and analyzed by flow cytometry in parallel. High and low fluorescence populations were defined based on the peaks observed in the wild-type samples for the given reporter strain. The intermediate population was defined as having a fluorescence intensity between and the low and high gates and the “greater than high fluorescence” population was defined as having a fluorescence intensity greater than the high fluorescence peak ( >99.9% of particles in the wild-type sample). A figure exemplifying the gating strategy is provided in the Supplementary Information (Supplementary Fig. 5b).
Unique biological materials
All unique biological materials used in this study are available from the authors.
Reporting Summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Acknowledgements
We thank members of the Galán laboratory for careful review of this manuscript. C.C.F. was supported in part by a Postdoctoral Fellowship from the Canadian Institutes of Health Research (CIHR). This work was supported by National Institute of Allergy and Infectious Diseases grant AI079022 (to J.E.G.).
Author contributions
C.C.F. performed the majority of the experiments, analyzed data and was involved in project conception and design; G.S. carried out the animal experiments; M.L.T. performed the LC–MS/MS analyses; X. J. provided purified toxin preparations; J.E.G. analyzed data and was involved in project conception and design. C.C.F. and J.E.G. wrote the paper with comments from the authors.
Data availability
The data that support the findings of this study are available within the paper, including its Supplementary Information file. The source data underlying Figs. 1b, c, e, f, 2a, b, e, g and Supplementary Figs. 2 and 4 are provided as a Source Data file.
Code availability
Analysis of the raw FAST-INseq sequencing data was facilitated by the INSeq_pipeline_v2 software package, which is available from the Andrew Goodman laboratory, Yale University.
Competing interests
The authors declare no competing interests.
Footnotes
Peer review information: Nature Communications thanks the anonymous reviewers for their contribution to the peer review of this work. Peer reviewer reports are available.
Publisher’s note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information accompanies this paper at 10.1038/s41467-019-11592-0.
References
- 1.Beddoe T, Paton A, Le Nours J, Rossjohn J, Paton J. Structure, biological functions and applications of the AB5 toxins. Trends Biochem. Sci. 2010;35:411–418. doi: 10.1016/j.tibs.2010.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Merritt E, Hol W. AB5 toxins. Curr. Opin. Struct. Biol. 1995;5:165–171. doi: 10.1016/0959-440X(95)80071-9. [DOI] [PubMed] [Google Scholar]
- 3.Dougan G, Baker S. Salmonella enterica serovar Typhi and the pathogenesis of typhoid fever. Annu Rev. Microbiol. 2014;68:317–336. doi: 10.1146/annurev-micro-091313-103739. [DOI] [PubMed] [Google Scholar]
- 4.Parry CM, Hien TT, Dougan G, White NJ, Farrar JJ. Typhoid fever. N. Engl. J. Med. 2002;347:1770–1782. doi: 10.1056/NEJMra020201. [DOI] [PubMed] [Google Scholar]
- 5.Spano S, Ugalde JE, Galan JE. Delivery of a Salmonella Typhi exotoxin from a host intracellular compartment. Cell Host Microbe. 2008;3:30–38. doi: 10.1016/j.chom.2007.11.001. [DOI] [PubMed] [Google Scholar]
- 6.Song J, Gao X, Galan JE. Structure and function of the Salmonella Typhi chimaeric A(2)B(5) typhoid toxin. Nature. 2013;499:350–354. doi: 10.1038/nature12377. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Galan JE. Typhoid toxin provides a window into typhoid fever and the biology of Salmonella Typhi. Proc. Natl Acad. Sci. USA. 2016;113:6338–6344. doi: 10.1073/pnas.1606335113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Gao X, et al. Evolution of host adaptation in the Salmonella typhoid toxin. Nat. Microbiol. 2017;2:1592–1599. doi: 10.1038/s41564-017-0033-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Miller R, Wiedmann M. The Cytolethal Distending Toxin Produced by Nontyphoidal Salmonella Serotypes Javiana, Montevideo, Oranienburg, and Mississippi Induces DNA Damage in a Manner Similar to That of Serotype Typhi. MBio. 2016;7:e02109–e02116. doi: 10.1128/mBio.02109-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Rodriguez-Rivera L, Bowen B, den Bakker H, Duhamel G, Wiedmann M. Characterization of the cytolethal distending toxin (typhoid toxin) in non-typhoidal Salmonella serovars. Gut Pathog. 2015;7:19. doi: 10.1186/s13099-015-0065-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Haghjoo E, Galan JE. Salmonella typhi encodes a functional cytolethal distending toxin that is delivered into host cells by a bacterial-internalization pathway. Proc. Natl Acad. Sci. USA. 2004;101:4614–4619. doi: 10.1073/pnas.0400932101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Fowler C, Galán J. Decoding a Salmonella Typhi regulatory network that controls typhoid toxin expression within human cells. Cell Host Microbe. 2018;23:65–76. doi: 10.1016/j.chom.2017.12.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Stein P, et al. The crystal structure of pertussis toxin. Structure. 1994;2:45–57. doi: 10.1016/S0969-2126(00)00007-1. [DOI] [PubMed] [Google Scholar]
- 14.Locht C, Coutte L, Mielcarek N. The ins and outs of pertussis toxin. FEBS J. 2011;278:4668–4682. doi: 10.1111/j.1742-4658.2011.08237.x. [DOI] [PubMed] [Google Scholar]
- 15.Lara-Tejero M, Galan JE. A bacterial toxin that controls cell cycle progression as a deoxyribonuclease I-like protein. Science. 2000;290:354–357. doi: 10.1126/science.290.5490.354. [DOI] [PubMed] [Google Scholar]
- 16.Geiger T, Pazos M, Lara-Tejero M, Vollmer W, Galán J. Peptidoglycan editing by a specific LD-transpeptidase controls the muramidase-dependent secretion of typhoid toxin. Nat. Microbiol. 2018;3:1243–1254. doi: 10.1038/s41564-018-0248-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Chang S, Song J, Galán J. Receptor-mediated sorting of Typhoid Toxin during its export from Salmonella Typhi-Infected Cells. Cell Host Microbe. 2016;20:682–689. doi: 10.1016/j.chom.2016.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Gawronski JD, Wong SM, Giannoukos G, Ward DV, Akerley BJ. Tracking insertion mutants within libraries by deep sequencing and a genome-wide screen for Haemophilus genes required in the lung. Proc. Natl Acad. Sci. USA. 2009;106:16422–16427. doi: 10.1073/pnas.0906627106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Goodman AL, et al. Identifying genetic determinants needed to establish a human gut symbiont in its habitat. Cell Host Microbe. 2009;6:279–289. doi: 10.1016/j.chom.2009.08.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.van Opijnen T, Bodi KL, Camilli A. Tn-seq: high-throughput parallel sequencing for fitness and genetic interaction studies in microorganisms. Nat. Methods. 2009;6:767–772. doi: 10.1038/nmeth.1377. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Ochman H, Soncini FC, Solomon F, Groisman EA. Identification of a pathogenicity island required for Salmonella survival in host cells. Proc. Natl Acad. Sci. USA. 1996;93:7800–7804. doi: 10.1073/pnas.93.15.7800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Shea JE, Hensel M, Gleeson C, Holden DW. Identification of a virulence locus encoding a second type III secretion system in Salmonella Typhimurium. Proc. Natl Acad. Sc. USA. 1996;93:2593–2597. doi: 10.1073/pnas.93.6.2593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Hensel M, et al. Genes encoding putative effector proteins of the type III secretion system of Salmonella pathogenicity island 2 are required for bacterial virulence and proliferation in macrophages. Mol. Microbiol. 1998;30:163–174. doi: 10.1046/j.1365-2958.1998.01047.x. [DOI] [PubMed] [Google Scholar]
- 24.Cirillo D, Valdivia R, Monack D, Falkow S. Macrophage-dependent induction of the Salmonella pathogenicity island 2 type III secretion system and its role in intracellular survival. Mol. Microbiol. 1998;30:175–188. doi: 10.1046/j.1365-2958.1998.01048.x. [DOI] [PubMed] [Google Scholar]
- 25.Garmendia J, Beuzón C, Ruiz-Albert J, Holden D. The roles of SsrA-SsrB and OmpR-EnvZ in the regulation of genes encoding the Salmonella typhimurium SPI-2 type III secretion system. Microbiology. 2003;149:2385–2396. doi: 10.1099/mic.0.26397-0. [DOI] [PubMed] [Google Scholar]
- 26.Fass E, Groisman E. Control of Salmonella pathogenicity island-2 gene expression. Curr. Opin. Microbiol. 2009;12:199–204. doi: 10.1016/j.mib.2009.01.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Bijlsma J, Groisman E. The PhoP/PhoQ system controls the intramacrophage type three secretion system of Salmonella enterica. Mol. Microbiol. 2005;57:85–96. doi: 10.1111/j.1365-2958.2005.04668.x. [DOI] [PubMed] [Google Scholar]
- 28.Valdivia R, Krasteva P, Sondermann H. Versatile modes of cellular regulation via cyclic dinucleotides. Nat. Chem. Biol. 2017;13:350–359. doi: 10.1038/nchembio.2337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Dalebroux Z, Swanson M. ppGpp: magic beyond RNA polymerase. Nat. Rev. Microbiol. 2012;10:203–212. doi: 10.1038/nrmicro2720. [DOI] [PubMed] [Google Scholar]
- 30.Turnbough CJ, Switzer R. Regulation of pyrimidine biosynthetic gene expression in bacteria: repression without repressors. Microbiol Mol. Biol. Rev. 2008;72:266–300. doi: 10.1128/MMBR.00001-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bervoets Indra, Charlier Daniel. Diversity, versatility and complexity of bacterial gene regulation mechanisms: opportunities and drawbacks for applications in synthetic biology. FEMS Microbiology Reviews. 2019;43(3):304–339. doi: 10.1093/femsre/fuz001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Miller R, et al. The typhoid toxin produced by the nontyphoidal Salmonella enterica Serotype Javiana is required for induction of a DNA damage response in vitro and systemic spread in vivo. MBio. 2018;9:e00467–00418. doi: 10.1128/mBio.00467-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Luu L, et al. Characterisation of the Bordetella pertussis secretome under different media. J. Proteom. 2017;158:43–51. doi: 10.1016/j.jprot.2017.02.010. [DOI] [PubMed] [Google Scholar]
- 34.Galán JE, Curtiss R., III Distribution of the invA, -B, -C, and -D genes of Salmonella typhimurium among other Salmonella serovars: invA mutants of Salmonella typhi are deficient for entry into mammalian cells. Infect. Immun. 1991;59:2901–2908. doi: 10.1128/iai.59.9.2901-2908.1991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Demarre G, et al. A new family of mobilizable suicide plasmids based on broad host range R388 plasmid (IncW) and RP4 plasmid (IncPα) conjugative machineries and their cognate Escherichia coli host strains. Res. Microbiol. 2005;156:245–255. doi: 10.1016/j.resmic.2004.09.007. [DOI] [PubMed] [Google Scholar]
- 36.Snavely M, Miller C, Maguire M. The mgtB Mg2+ transport locus of Salmonella typhimurium encodes a P-type ATPase. J. Biol. Chem. 1991;266:815–823. [PubMed] [Google Scholar]
- 37.Miller, J. H. Experiments in molecular genetics. (Cold Spring Harbor Laboratory, 1972).
- 38.Spanò S, Gao X, Hannemann S, Lara-Tejero M, Galán J. A bacterial pathogen targets a host Rab-family GTPase defense pathway with a GAP. Cell Host Microbe. 2016;19:216–226. doi: 10.1016/j.chom.2016.01.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data that support the findings of this study are available within the paper, including its Supplementary Information file. The source data underlying Figs. 1b, c, e, f, 2a, b, e, g and Supplementary Figs. 2 and 4 are provided as a Source Data file.
Analysis of the raw FAST-INseq sequencing data was facilitated by the INSeq_pipeline_v2 software package, which is available from the Andrew Goodman laboratory, Yale University.