c-Myc plays a key role in IFN-γ-induced persistence of Chlamydia trachomatis
Abstract
Chlamydia trachomatis (Ctr) can persist over extended times within their host cell and thereby establish chronic infections. One of the major inducers of chlamydial persistence is interferon-gamma (IFN-γ) released by immune cells as a mechanism of immune defence. IFN-γ activates the catabolic depletion of L-tryptophan (Trp) via indoleamine-2,3-dioxygenase (IDO), resulting in persistent Ctr. Here, we show that IFN-γ induces the downregulation of c-Myc, the key regulator of host cell metabolism, in a STAT1-dependent manner. Expression of c-Myc rescued Ctr from IFN-γ-induced persistence in cell lines and human fallopian tube organoids. Trp concentrations control c-Myc levels most likely via the PI3K-GSK3β axis. Unbiased metabolic analysis revealed that Ctr infection reprograms the host cell tricarboxylic acid (TCA) cycle to support pyrimidine biosynthesis. Addition of TCA cycle intermediates or pyrimidine/purine nucleosides to infected cells rescued Ctr from IFN-γ-induced persistence. Thus, our results challenge the longstanding hypothesis of Trp depletion through IDO as the major mechanism of IFN-γ-induced metabolic immune defence and significantly extends the understanding of the role of IFN-γ as a broad modulator of host cell metabolism.
Editor's evaluation
This paper will be of interest to scientists working to understand Chlamydia trachomatis persistence, and host pathogen interaction in general. The authors report the surprising observation that the mechanism of restriction of bacterial growth is through the inhibition of c-Myc signaling by IFNγ as opposed to IDO-dependent depletion of tryptophan levels, as had been previously suggested.
https://doi.org/10.7554/eLife.76721.sa0Introduction
Chlamydia trachomatis (Ctr) is an obligate intracellular human pathogen, which causes a broad range of acute and chronic diseases (Fenwick, 2012). It is the leading cause of bacterial sexually transmitted diseases (STD), with more than 130 million new cases annually (Newman et al., 2015). Infection of the urogenital tract by Chlamydia can lead to urethritis, infertility, ectopic pregnancies, and pelvic inflammatory disease (PID) (Malik et al., 2009; Svenstrup et al., 2008). Furthermore, left untreated, Chlamydia infection increases the risk of HIV infections (Galvin and Cohen, 2004; Ho et al., 1995) and might contribute to the development of cervical and ovarian cancer (Gagnaire et al., 2017; Hare et al., 1982; Koskela et al., 2000; Smith et al., 2004). The pathogen extensively interferes with the physiology of the infected cell, since it depends entirely on its host cell as a replicative niche during infection (Wang et al., 2011).
Chlamydiae have a unique biphasic life cycle, consisting of two physiologically and morphologically distinct forms (Gaylord, 1954). This gram-negative bacterium initiates its developmental cycle by attachment and invasion of the host cell by the elementary body (EB), the non-dividing infectious form of the pathogen. Inside the cell, EB stay within the endosomes, which they modify rapidly to create a replicative niche termed ‘inclusion’, to avoid lysosomal degradation (Hackstadt et al., 1997). EB differentiate into reticulate bodies (RB), which is the non-infectious replicating form of the pathogen. It takes several rounds of cell division until RB re-differentiate back into EB and the progenies are released by host cell lysis or extrusion, an exocytosis like mechanism, to infect neighbouring cells (Abdelrahman and Belland, 2005; Hybiske and Stephens, 2007). Apart from active infection, Chlamydia can turn into a dormant state called persistence and can remain over a long time, maybe even years (Suchland et al., 2017) within its host cell and thereby establish a chronic infection. During the persistent state, the pathogen remains viable and replicates its genome, but it exhibits decreased metabolic activity and inhibited cell division, which leads to the formation of enlarged pleomorphic aberrant bodies (AB) (Wyrick, 2010). The transition to the persistent form might represent an important chlamydial survival mechanism against antibiotics and the immune response of the host, since this process is reversible (Beatty et al., 1994; Wyrick, 2010). The conversion to this dormant stage is induced by penicillin (Tamura and Manire, 1968), iron deficiency (Raulston, 1997), amino acid starvation (Allan and Pearce, 1983b), and interferon-gamma (IFN-γ) (Beatty et al., 1994; Wyrick, 2010). IFN-γ is an immune-regulated cytokine, which is involved in the cell-intrinsic immunity against several intracellular pathogens, including Chlamydia (MacMicking, 2012). The downstream signalling pathways activated by IFN-γ are highly species specific and differ dramatically between mouse and human cells (Nelson et al., 2005). In human cells, the anti-chlamydial effect of IFN-γ is predominantly mediated by the induction of indoleamine-2,3-dioxygenase (IDO), an enzyme that catalyses the initial step of L-tryptophan (Trp) degradation to N-formyl kynurenine and kynurenine (Taylor and Feng, 1991). Ctr as a Trp auxotroph needs to take up Trp from the host cell for its development (Østergaard et al., 2016; Wyrick, 2010). Trp depletion by IFN-γ treatment therefore leads to persistence (Beatty et al., 1994; Byrne et al., 1986). However, Ctr contain a tryptophan synthase operon comprised of genes encoding the tryptophan repressor (TrpR) and tryptophan synthase α and β subunits (TrpA and TrpB, respectively) (Fehlner-Gardiner et al., 2002). Chlamydia with an intact tryptophan synthase operon have been shown to produce Trp from indole, a metabolic activity that can rescue these strains from IFN-γ-induced growth restriction, if indole is available at the site of infection (Caldwell et al., 2003; Ziklo et al., 2016).
IFN-γ belongs to the type II interferons that bind to the extracellular domain of the IFN-γ receptor, which is a heterodimer of the two subunits IFNGR1 and IFNGR2. The intracellular domains of the IFNGR1 subunits are associated with Janus kinase 1 (Jak1), while the IFNGR2 subunits are associated with Jak2. Activation of Jak1 and Jak2 results in phosphorylation of the receptor and subsequent recruitment and phosphorylation of signal transducer and activator of transcription (STAT1). STAT1 phosphorylation at tyrosine 701 and serine 727 leads to its homodimerization and nuclear translocation. Once in the nucleus, STAT1 homodimers bind to IFN-γ-activated sequence (GAS) elements in the promoters of target genes to regulate their transcription (Hu and Ivashkiv, 2009; Krause et al., 2006; Ramana et al., 2000). IFN-γ can function as both a growth inhibiting and promoting cytokine in a STAT1-dependent manner (Asao and Fu, 2000; Ramana et al., 2000). Binding of STAT1 homodimers to the consensus GAS elements in the c-myc promoter inhibits its expression transcriptionally (Ramana et al., 2000). Concurrently, c-myc expression is not only negatively regulated by STAT1 but stat1 is also a negative target gene of c-Myc. Hence, c-Myc and STAT1 regulate each other in a negative feedback loop at the transcriptional level (Schlee et al., 2007).
The transcription factor c-Myc targets genes involved in the regulation of numerous cellular processes, such as cell proliferation, cell growth, translation, metabolism, and apoptosis (Battey et al., 1983; Coffin et al., 1981; Dang, 1999; Duesberg and Vogt, 1979). Furthermore, c-Myc activity increases energy production, anabolic metabolism, promotion of aerobic glycolysis, and glutaminolysis, inducing mitochondrial biogenesis and tricarboxylic acid (TCA) cycle activity (Dang, 1999). Glutaminolysis increases the production of biomass by providing TCA cycle intermediates via anaplerosis, which enhances their availability for the production of amino acids, nucleotides, and lipids (Kress et al., 2015). c-Myc also critically controls nucleotide biosynthesis by directly regulating the expression of genes that encode the enzymes involved in the production of precursors of all nucleotides (Liu et al., 2008; Mannava et al., 2008). For example, c-Myc directly controls the cis-regulatory element in the 5’-UTR of phosphoribosyl pyrophosphate synthetase, which catalyses the first committed step in purine biosynthesis (Cunningham et al., 2014). In pyrimidine biosynthesis, the rate-limiting step is catalysed by carbamoyl aspartate dehydratase (CAD) (Evans and Guy, 2004), which is also regulated by c-Myc as a response to growth stimulatory signals, such as activation of EGFR/RAS/MAP kinase (Makinoshima et al., 2014), Hif 1/2 α (Gordan et al., 2007), or estrogen receptor/Sp1 (Khan et al., 2003) pathways. We recently identified a central role of c-Myc in the control of the metabolism in Chlamydia-infected cells (Rajeeve et al., 2020). Chlamydia has a reduced genome and only very limited metabolic capacity. For example, they have a truncated TCA cycle and lack the ability to synthesize purine and pyrimidine nucleotides de novo but acquire ATP and nucleosides from the host cell (McClarty and Tipples, 1991; Tipples and McClarty, 1993).
Expression of IDO and depletion of Trp has been previously described as the main reason for interferon-induced persistence in Chlamydia (Aiyar et al., 2014; Panzetta et al., 2018). Here, we show that IFN-γ induces a STAT1-dependent depletion of c-Myc in Chlamydia-infected cells, which de-regulates the host metabolism and induces Chlamydia persistence. Importantly, addition of the TCA cycle intermediate α-ketoglutarate or pyrimidine/purine nucleosides were sufficient to prevent persistence and restore chlamydial replication. Our data demonstrate a central role of c-Myc-regulated metabolic pathways in the IFN-γ-induced persistence of Ctr.
Results
IFN-γ treatment prevents c-Myc induction and impairs the development of Chlamydia
c-Myc is an important regulator of host cell metabolism and is indispensable for chlamydial acute infection and progeny formation (Rajeeve et al., 2020). Since Chlamydia adapts a parasitic lifestyle, and it has been shown that several environmental conditions affecting host cell metabolism like iron and amino acid starvation also induce chlamydial persistence (Allan and Pearce, 1983a; Raulston, 1997), we investigated the role of c-Myc in chlamydial persistence. From our previous study, it was known that ablation of c-Myc expression interfered with chlamydial development and progeny formation (Rajeeve et al., 2020). To investigate if Chlamydia enter a persistence state in c-Myc-depleted cells, we infected a HeLa 229 cell line with an anhydrotetracycline (AHT)-inducible short hairpin RNA (shRNA) for c-Myc in the absence and presence of the inducer. In agreement with our previous results (Rajeeve et al., 2020), silencing of c-Myc expression prevented normal inclusion formation and chlamydial development (Figure 1A, B and C). We then cultivated cells for 24 hr with AHT to suppress c-Myc expression (conditions 3 and 4; see Figure 1A). At this 24 hr time point, infection load and c-Myc levels were similarly low for conditions 3 and 4. We then either added AHT for another 12 hr (condition 3) or removed AHT (condition 4) to re-establish c-Myc expression (see scheme Figure 1A). In contrast to the cells with silenced c-Myc, removal of AHT efficiently restored inclusion formation (Figure 1A, B and C), suggesting that suppression of c-Myc induces a persistence state in Chlamydia. The bacteria obtained in the conditions 2, 3, and 4 were replated on fresh HeLa cell to test if they formed infectious EB under these conditions. These so-called secondary infections demonstrated that the development of EB was severely affected in condition 3, but not in the conditions 2 and 4 (Figure 1B and C). AHT alone did not impact inclusion formation in the absence of c-Myc suppression (Figure 1—figure supplement 1A, B).
A physiological mechanism to induce chlamydial persistence is the exposure of infected cells to IFN-γ which causes the depletion of Trp via the induction of IDO (Taylor and Feng, 1991). We therefore investigated the connection of persistence induced by IFN-γ and c-Myc depletion. Interestingly, IFN-γ-treated cells failed to stabilize c-Myc upon Chlamydia infection (Figure 1D). In contrast, induction of persistence by antibiotic treatment, which targets the bacterial rather than host cell metabolism, did not alter c-Myc levels (Figure 1D). Nevertheless, both modes of persistence induction caused a failure of the bacteria to produce infectious progenies (Figure 1—figure supplement 1C, D). To test whether silencing of c-Myc also induces depletion of Trp in Ctr, we monitored the transcription of the chlamydial Trp synthase gene trpB which is strongly induced upon endogenous Trp depletion by IFN-γ treatment (Figure 1—figure supplement 1K). However, silencing of c-Myc did not cause significant changes in trpB transcription (Figure 1—figure supplement 1L), indicating that c-Myc depletion does not affect endogenous Trp levels in Ctr.
c-Myc protein stability is regulated by two phosphorylation sites with opposing functions. Serine 62 phosphorylation (pS62) stabilizes c-Myc whereas threonine 58 phosphorylation (pT58) promotes c-Myc degradation (Vervoorts et al., 2006). IFN-γ treatment led to decreased phosphorylation of c-Myc at serine 62, a modification that prevents the ubiquitination and proteasomal degradation of the protein (Welcker et al., 2004) while phosphorylation at threonine 58 was unchanged (Figure 1E). These results were obtained, if protein bands of the Western blot were normalized to actin as loading control. However, since c-Myc levels varied significantly upon IFN-γ exposure, normalization to c-Myc protein levels revealed strongly increased phosphorylation at Thr58 (4- and 7-fold, IFN- γ and IFN-γ/infected, respectively) and a mild increase at Ser62 (1.3- and 2-fold, IFN-γ and IFN-γ/infected, respectively). These data are consistent with a role for Thr58 phosphorylation in IFN-γ-mediated downregulation of c-Myc. c-Myc was also depleted upon IFN-γ treatment of primary cells from human fimbriae (Fimb), although the concentration of IFN-γ required to achieve the same effect was five times higher than in HeLa 229 cells (10 ng/mL in HeLa 229 compared to 50 ng/mL in Fimb) (Figure 1—figure supplement 1E, F). Similar results were obtained with a serovar D strain involved in STD (Figure 1—figure supplement 1G, H).
IFN-γ is known to signal via the JAK-STAT pathway via phosphorylation of STAT1 and subsequent transcriptional regulation of gene expression (Figure 1G). Treatment with IFN-γ led to the phosphorylation of STAT1 at serine 727 and tyrosine 701 (Figure 1H) and prevented the induction of c-Myc protein (Figure 1H) and mRNA expression (Figure 1F) upon Chlamydia infection. To verify that interferon transcriptionally depletes c-Myc via STAT1 signalling, we used siRNA against STAT1 (Figure 1I). STAT1 depletion rescued c-Myc levels and chlamydial growth in primary infections (Figure 1I). When bacteria from IFN-γ-treated and STAT1-depleted cells were transferred to fresh cells, infectious progeny could be recovered, indicating that STAT1 downregulates c-Myc and prevents chlamydial development (Figure 1—figure supplement 1I, J). Since IFN-α also signals through STAT1, we tested whether IFN-α also downregulates c-Myc and chlamydial growth. Although c-Myc levels and the bacterial load were slightly reduced upon IFN-α treatment, it failed to induce strong c-Myc depletion and chlamydial persistence suggesting that type I and II IFNs have different effects on c-Myc levels and chlamydial replication (Figure 1J).
The IFN-γ response in humans and mice is entirely different, limiting the use of murine systems as models for human pathogenic Ctr infections (Nelson et al., 2005). We therefore established an IFN-γ-induced persistence model in human fallopian tube organoids. Healthy tissue obtained from patients that underwent hysterectomy was used to establish organoid cultures. These organoids obtained from five different patients were pre-treated with IFN-γ for 2 hr and then infected with Chlamydia for 6 days (Figure 2A and B; Figure 2—figure supplement 1C). In this human infection model, IFN-γ treatment strongly reduced inclusion formation (primary infection: Figure 2B) and production of infectious progeny (Figure 2C and F; Figure 2—figure supplement 1A, B). Moreover, the IFN-γ-STAT1 signalling axis was active in human organoids and efficiently prevented the induction of c-Myc upon infection (Figure 2E). When IFN-γ was removed by replacing the culture medium, a significant rescue of chlamydial inclusion formation was measured (Figure 2D), indicating that this system can be used as a model of persistent infection.
Expression of c-Myc rescues Chlamydia from IFN-γ-induced persistence
As we observed a key role of c-Myc in chlamydial persistence, we next asked if maintaining c-Myc levels can overcome IFN-γ-induced persistence. To address this question, we used a WII-U2OS cell line, in which c-Myc expression is under the control of an AHT-inducible promoter. These cells were used as infection models for IFN-γ-induced persistence under constant c-Myc expression. Bacterial replication efficiency and the ability to produce infectious progenies were studied. Interestingly, ectopic expression of c-Myc suppressed growth inhibition induced by IFN-γ (Figure 3A) and supported the development of infectious progeny (Figure 3B and C; Figure 3—figure supplement 1A). Even after extended exposure of infected cells for 24 hr to IFN-γ, expression of c-Myc rescued progeny formation (Figure 3—figure supplement 1B). We also tested the effect of c-Myc on persistence in organoids derived from human fallopian tubes. Organoids were transduced with lentivirus expressing c-Myc or GFP as control (Figure 3—figure supplement 1C-E) and selected for puromycin resistance (Figure 3—figure supplement 1F). IFN-γ-induced c-Myc downregulation varies in different cell lines and in organoids downregulation is only visible in infected organoids due to weak c-Myc expression in uninfected human organoids (Figure 2E). Therefore, lentivirus-induced overexpression is also weaker in human organoids as compared to HeLa 229 cells as shown in Figure 3—figure supplement 1C and D. These organoids were then infected with Chlamydia and treated with IFN-γ. Induced expression of c-Myc rescued the strong suppression of infectious progeny development by IFN-γ also in fallopian tube organoids (Figure 3D and E), demonstrating that downregulation of c-Myc is essential for IFN-γ-mediated persistence in this human infection model.
Both c-Myc and Trp are required to rescue Chlamydia from IFN-γ-induced persistence
It has been shown previously that IFN-γ-mediated persistence can be overcome by the addition of exogenous Trp (Beatty et al., 1994). To investigate the importance of Trp in the context of IFN-γ-mediated regulation of c-Myc expression in our model system, HeLa 229 and human Fimb cells were treated with IFN-γ, infected with Chlamydia and provided with exogenous Trp. Subsequently, bacterial replication efficiency as well as production of infectious progeny was analysed by Western blotting. As expected, addition of Trp rescued chlamydial growth after IFN-γ treatment (Figure 4—figure supplement 1A) and gave rise to infectious progeny (Figure 4A; Figure 4—figure supplement 1B, C). Surprisingly, addition of Trp also resulted in the stabilization of c-Myc, even without chlamydial infection (Figure 4—figure supplement 1D).
All Ctr strains are Trp auxotroph but the genital strains retain a Trp synthase (trpB), which uses exogenous indole provided by the microflora in the genital tract as a substrate to synthesize Trp (Byrne et al., 1986; Kari et al., 2011; Østergaard et al., 2016). Thus, we validated if exogenous indole recovers chlamydial growth and leads to infectious progenies. Intriguingly, indole addition resulted not only in suppression of persistence (Figure 4B) and formation of infectious progeny (Figure 4—figure supplement 1E, F), but also in the stabilization of c-Myc in both infected and non-infected cells (Figure 4B).
Next, we tested whether Trp alone is sufficient to support Chlamydia development also in the absence of c-Myc. To address this question, we depleted c-Myc by AHT-inducible shRNA-mediated gene silencing and supplemented the medium with Trp as done in previous experiments. These cells were used for infection studies with Chlamydia and the formation of progeny was analysed via Western blot (Figure 4C, Figure 4—figure supplement 1G). Interestingly, the pathogen failed to develop in cells with reduced levels of c-Myc even in presence of excessive exogenous Trp (Figure 4C). Furthermore, Chlamydia was also unable to establish a secondary infection under low c-Myc expression conditions, irrespective of Trp availability (Figure 4—figure supplement 1G). Since excess Trp cannot overcome the suppression of c-Myc, we tested if the constant expression of c-Myc in a Trp-free environment would be able to rescue chlamydial growth. Therefore, WII-U2OS cells were cultivated in Trp-free medium, induced with AHT, treated with IFN-γ, and infected with Chlamydia. Bacterial replication efficiency and the ability to produce infectious progeny was examined by Western blotting. Neither chlamydial development nor a secondary infection could be observed (Figure 4—figure supplement 1H, I). In addition, c-Myc was not stabilized upon chlamydial infection in the absence of Trp (Figure 4—figure supplement 1H), suggesting that viable bacteria and Trp are required for the stabilization of c-Myc. These data support the role of c-Myc in Trp- or indole-mediated rescue from IFN-γ-induced chlamydial persistence.
Trp addition leads to activation of pGSK3β/c-Myc axis and restores chlamydial infection
Since we observed that Trp and c-Myc are both required for the development of Chlamydia, we next investigated the mechanism by which this amino acid regulates c-Myc levels. IFN-γ, upon binding to its receptor, activates phosphatidylinositol-3-kinase (PI3K) and serine-threonine protein kinase (AKT) and induces the dephosphorylation and activation of glycogen synthase kinase-3 (GSK3β) (Nguyen et al., 2001). If c-Myc is stabilized by the phosphorylation at serine 62 by the MAPK pathway, dephosphorylated active GSK3β phosphorylates c-Myc at threonine 58, followed by its ubiquitination and proteasomal degradation (Albert et al., 1994; Figure 4D). Both the MAPK and PI3K pathways activated during infection are critical for chlamydial development (Capmany et al., 2019; Patel et al., 2014; Siegl et al., 2014; Subbarayal et al., 2015). Therefore, the phosphorylation status of AKT and GSK3β was examined in HeLa 229 and human Fimb cells, which were treated with IFN-γ and/or Trp and infected with Chlamydia. IFN-γ activated the PI3 kinase pathway as evident from the phosphorylation of AKT (Figure 4E; Figure 4—figure supplement 1J). Despite this increase in AKT phosphorylation, IFN-γ treatment caused a reduction of GSK3β phosphorylation and c-Myc levels (Figure 4E; Figure 4—figure supplement 1J). Surprisingly, the addition of Trp to HeLa 229 or human Fimb cells increased phosphorylation of GSK3β, presumably resulting in its inactivation, and the elevation of c-Myc levels (Figure 4E; Figure 4—figure supplement 1J). Taken together, these data suggest that Trp rescues chlamydial infection via the activation of the pGSK3β/c-Myc axis.
IFN-γ-induced downregulation of c-Myc has a pleiotropic effect on host metabolism
Since c-Myc is centrally involved in regulating amino acid transport (Dong et al., 2020), we asked if stabilized c-Myc also increases Trp uptake. In our previous RNA-seq analysis we observed the upregulation of the L-amino acid transporter Solute Carrier Family 7 Member 5 (LAT1/SLC7A5) in cells infected with Chlamydia (Rajeeve et al., 2020). LAT1 is a system L-amino acid transporter with high affinity for branched chain and bulky amino acids, including Trp (Bhutia et al., 2015). Furthermore, the LAT1 promoter has a binding site for c-Myc and it has been shown that overexpression of c-Myc leads to an increased expression of LAT1 (Bhutia et al., 2015). Therefore, the protein levels of LAT1 during a chlamydial infection and upon IFN-γ treatment were investigated by Western blotting. Accumulation of LAT1 protein was detected in a time-dependent manner in infected HeLa 229 cells (Figure 5A). In contrast, LAT1 protein levels were strongly reduced in IFN-γ-treated cells, irrespective of infection (Figure 5B). Following c-Myc expression, LAT1 levels in infected cells were rescued even in the presence of IFN-γ (Figure 5C). Differences in reduction of LAT1 levels between HeLa 229 and U2OS cells might be due to a better survival of c-Myc overexpression that can be pro-apoptotic in U2OS cells. Interestingly, the Trp-degrading enzyme IDO, which was strongly induced by IFN-γ treatment as expected, was only partially suppressed by c-Myc expression (Figure 5C). We then tested whether inhibition of IDO1 with the competitive inhibitor Epacadostat affects the levels of c-Myc. Whereas inhibiting IDO1 partially rescued Ctr from IFN-γ-induced persistence (Figure 5D, E and F), it had no effect on the levels of c-Myc (Figure 5D), indicating that rescue from IFN-γ-induced persistence by IDO1 inhibition does not depend on c-Myc levels.
To investigate how c-Myc restoration affects Trp metabolism in IFN-γ-treated cells, we measured intracellular levels of Trp via LC-MS of WII-U2OS cells with an AHT-inducible c-Myc expression. This analysis showed that Chlamydia infection increases intracellular levels of Trp, while addition of IFN-γ results in decreased Trp levels (Figure 5G). Interestingly, c-Myc expression in non-infected cells increased intracellular Trp to the levels of infected cells (Figure 5G). However, in the presence of IFN-γ, expression of c-Myc only induced a small increase in intracellular Trp levels to about the same level observed in uninfected cells (Figure 5G), indicating that c-Myc expression does not prevent the effect of IFN-γ on Trp degradation. To investigate whether induction of LAT1 by c-Myc increases Trp uptake, we also measured Trp levels in the culture medium (Figure 5H). Unexpectedly, c-Myc expression had no major effect on Trp uptake in untreated and IFN-γ-treated cells (Figure 5H). To directly measure the impact of c-Myc expression on the IDO activity, we determined the levels of kynurenine as the first and rate-limiting steps in Trp breakdown. To our surprise, c-Myc expression strongly enhanced the production of kynurenine in all IFN-γ-treated samples whereas infection alone or in cells with constant c-Myc expression had no effect (Figure 5I), suggesting that the relatively low Trp levels in the IFN-γ-treated, c-Myc-expressing cells depend on an increased turn-over. In conclusion, restoring Trp metabolism is not the main mechanism of the c-Myc-dependent rescue of chlamydial persistence downstream of IFN-γ signalling.
We next performed an unbiased metabolomics analysis. WII-U2OS cells were infected with Chlamydia and either induced with AHT and/or treated with IFN-γ, and the resulting changes in metabolite levels were analysed by LC-MS. Quality controls and data normalization were performed and a principal component analysis (PCA) demonstrated the validity of the datasets (Figure 5—figure supplement 1A). Interestingly, hierarchical clustering analysis revealed the grouping of all conditions permissive for chlamydial development (Figure 6A), strongly suggesting that these metabolite profiles are indicative of productive chlamydial infection. Chlamydial development is favoured in an environment with high levels of amino acids (tyrosine, histidine, alanine, homoserine, methionine, lysine, phenylalanine, threonine, asparagine, glutamate) and TCA (citrate, aconitate, malate, α-ketoglutarate) and urea cycle intermediates (ornithine, citrulline) (Figure 6A).
Pathway analysis revealed that nicotinate and nicotinamide metabolism are strongly regulated upon Chlamydia infection (Figure 5—figure supplement 1B). Moreover, phenylalanine, tyrosine, and tryptophan biosynthesis were among the significantly altered pathways with strongest impact upon infection, but also after IFN-γ treatment of infected and c-Myc overexpressing infected cells (Figure 5—figure supplement 1B-D). Other modulated metabolic pathways included amino acid pathways that have been shown before to be regulated upon Chlamydia infection cells (Mehlitz et al., 2017; Rajeeve et al., 2020). In addition, irrespective of IFN-γ treatment, arginine was one of the most depleted amino acids in infected cells (Figure 6—figure supplement 1D).
α-Ketoglutarate and nucleosides rescue Chlamydia from IFN-γ-induced persistence
We next focused our attention on those metabolites that were induced by infection but reduced following IFN-γ treatment and restored by c-Myc overexpression as candidates that could be causally involved in Chlamydia persistence. Chlamydia infection resulted in a significant increase in several TCA cycle (related) intermediates, including aconitate, citrate, α-ketoglutarate, and glutamate (Figure 6B; Figure 6—figure supplement 1A). Furthermore, the amino acids aspartate, serine, and glycine, which function as important precursors for TCA cycle anaplerosis and nucleotide biosynthesis (Figure 6—figure supplement 1C), were also significantly induced by Chlamydia infection, while glutamine showed a trend towards induction that failed to reach statistical significance. In contrast, levels of arginine were strongly reduced upon infection, while intracellular levels of the urea cycle metabolites ornithine and citrulline were significantly increased (Figure 6—figure supplement 1B, D).
Remarkably, treatment of infected cells with IFN-γ lowered the induction of glutamate as well as aspartate, serine, and glycine. Moreover, levels of most TCA cycle metabolites, in particular aconitate, citrate, α-ketoglutarate, succinate, fumarate, and malate, were also reduced upon IFN-γ treatment, suggesting that reprogramming of host cell metabolism is a major part of the IFN-γ response (Figure 6A and B). Interestingly, re-expression of c-Myc restored levels of the TCA cycle metabolites citrate, aconitate and α-ketoglutarate, as well as the amino acids glutamine, glutamate, and glycine in IFN-γ-treated infected cells (Figure 6A and B; Figure 6—figure supplement 1C), suggesting that these metabolites are required for Chlamydia development.
We also investigated intracellular levels of purine and pyrimidine nucleotides and nucleosides as well as intermediates of nucleotide metabolism, as Chlamydia is an auxotroph for nucleotides. Interestingly, IFN-γ treatment significantly lowered the amounts of ATP and CTP as well as AMP, UMP, and cytidine (Figure 6—figure supplement 1E, F; Figure 6C). Moreover, several other metabolites involved in nucleotide metabolism showed a trend towards reduced abundance in IFN-γ-treated infected cells (Figure 6—figure supplement 1E, F; Figure 6C). This reduction in essential precursors for chlamydial DNA replication may explain why Chlamydia enter persistence in the presence of IFN-γ. In addition, overexpression of c-Myc enhanced levels of nucleoside triphosphates and strongly increased intracellular levels of adenosine, uridine, and cytidine in IFN-γ-treated cells (Figure 6—figure supplement 1E; Figure 6C). Another possibility is that IFN-γ-induced reduction of ATP levels generally slowed down metabolic processes and induced chlamydial persistence.
Based on the observation that IFN-γ leads to a reduction in TCA cycle intermediates and nucleotides in host cells, we investigated whether chlamydial growth after IFN-γ-induced persistence could be overcome by the supplementation of specific metabolic precursors. We therefore treated WII-U2OS and HeLa 229 cells with IFN-γ, followed by Chlamydia infection and addition of the cell-permeable dimethyl ester of α-ketoglutarate (DMKG) or a mixture of nucleosides (A, C, G, U). In both cell lines, the growth of Chlamydia was rescued by the addition of either DMKG or nucleosides and both conditions produced infectious progeny (Figure 6D–F). Moreover, restoration of chlamydial development could also be achieved by the sole addition of pyrimidine nucleosides (U+C), and to a minor extend also by purine nucleosides (A+G) (Western blot in Figure 6F). In contrast, purines seem to restore inclusion formation more efficiently than pyrimidines (bar diagram in Figure 6F). Furthermore, addition of citrate also showed the tendency to rescue chlamydial growth (Figure 6G). Even in primary human Fimb cells could the addition of DMKG restore the development of Chlamydia (Figure 6H). Taken together, these results indicate that IFN-γ broadly alters the metabolism of host cells to limit the availability of metabolic precursors for pyrimidine and purine biosynthesis to promote chlamydial persistence.
The chlamydial Trp synthase pathway is not involved in c-Myc- and DMKG-mediated rescue of IFN-γ persistence
Since Ctr have an intact Trp synthase operon the effects of c-Myc on the rescue of IFN-γ-induced persistence could be indirect, for example, by the provision of precursors of the Trp synthase. We therefore generated a trpBA mutant in Ctr by Fluorescence-reported Allelic Exchange Mutagenesis (FRAEM) (Keb and Fields, 2020). This mutant lacked expression of TrpA or TrpB (Figure 7A) and was resistant to rescue from IFN-γ-induced persistence by generating Trp from indole (Figure 7B), in line with the phenotype of Trp synthase negative Ctr (Caldwell et al., 2003). However, expression of c-Myc restored growth of the trpBA mutant in the presence of IFN-γ (Figure 7C). In addition, the trpBA mutant also could be reactivated by the addition of exogenous DMKG to a similar extend as the wildtype strain (Figure 7D). These data show that the chlamydial Trp synthase is dispensable for the restoration of growth by c-Myc expression and supplementation of TCA metabolites in the presence of IFN-γ.
Discussion
Persistent and recurrent infections are an important cause of excessive inflammation and tissue damage in the fallopian tube resulting in infertility and ectopic pregnancy (Darville et al., 2003; Nagarajan et al., 2012). Chlamydial infection of the epithelial cells lining the genital tract leads to the secretion of cytokines, like IL-8 (Buchholz and Stephens, 2008) and GM-CSF (Lehr et al., 2018), which attract myeloid and lymphoid cells towards the site of infection. This local immune response leads to chronic inflammation and may promote the development of malignancy including ovarian cancer (Shan and Liu, 2009). In addition, IFN-γ secreted by infiltrating T cells and NK cells provokes persistence of Chlamydia in epithelial cells. The current model of the immune defence elicited by IFN-γ in human cells centred around the induction of IDO and the consecutive degradation of Trp (Beatty et al., 1994; Wyrick, 2010). Chlamydia is auxotroph for Trp and enters persistence if this amino acid is degraded in the infected cell.
Our detailed molecular analysis of the IFN-γ-induced metabolic alterations in the host cells challenges this model and shifts the focus to the key transcription factor and proto-oncogene c-Myc as a central regulator of Chlamydia persistence. We provide evidence that IFN-γ acts via the GSK3β-STAT1 axis to deplete c-Myc levels and demonstrate that constitutive expression of c-Myc is sufficient to rescue Chlamydia from persistence induced by IFN-γ (Figure 1; Figure 2; Figure 3). Interestingly, this effect was also evident in human fallopian tube organoids, a newly developed physiologically relevant model for Chlamydia infection.
The pathway governing persistence uncovered in our study was indeed dependent on the levels of Trp (Figure 4; Figure 4—figure supplement 1), since Chlamydia failed to grow in the absence of this amino acid even in the presence of continuous c-Myc expression (Figure 4—figure supplement 1H, I). Conversely, the depletion of c-Myc and Trp addition was not sufficient to achieve normal chlamydial growth (Figure 4C; Figure 4—figure supplement 1G). Nevertheless, our results clearly show that both Trp and c-Myc are required for efficient bacterial replication (Figure 4; Figure 4—figure supplement 1). Chlamydia utilizes Trp to synthesize proteins, like the outer membrane protein MOMP, a Trp-rich polypeptide. Our findings that Trp but also indole, which Ctr can use as a substrate for Trp synthesis (Byrne et al., 1986; Kari et al., 2011; Østergaard et al., 2016), affects the level of c-Myc was unexpected (Figure 4A and B). It was shown previously that glutamine deprivation lowers levels of adenosine nucleotides and suppresses c-Myc in cancer cells by a mechanism dependent on the c-Myc 3’UTR (Dejure et al., 2017). We show here that Trp induces the phosphorylation and inactivation of GSK3β and thereby prevents the degradation of c-Myc by the ubiquitin proteasome system (Figure 4; Figure 4—figure supplement 1). Phosphorylation-dependent inactivation of GSK3β also occurs during normal chlamydial infection and causes the accumulation of c-Myc protein, as GSK3β leads to a destabilization of c-Myc by phosphorylation on the threonine 58 and proteasomal degradation (AlZeer et al., 2017; Albert et al., 1994). This finding suggests that Trp contributes to the rescue of Ctr from persistence by activating the pGSK3ß/c-Myc axis. Interestingly, c-Myc transcriptionally activates expression of the tryptophan transporter LAT-1, thereby increasing the uptake of Trp as part of a positive feedback regulation. Moreover, Trp depletion induced by IFN-γ signalling via STAT1 leads to loss of c-Myc expression, indicating that this amino acid functions as a central regulator of host cell metabolism and determines the decision between chlamydial development vs. the induction of persistence.
Detailed analysis of supernatants and extracts of infected cells also pointed to a broader impact of IFN-γ treatment on host cell metabolism. While Trp levels were significantly increased in infected cells and strongly reduced by IFN-γ treatment, constitutive expression of c-Myc failed to restore Trp levels in IFN-γ-treated cells despite preventing Chlamydia persistence (Figure 5G and H). Our data suggest that the highly efficient IDO prevents the restoration of Trp levels in the presence of IFN-γ even under constitutive c-Myc expression. Increased Trp levels induced by c-Myc expression are compensated by the enhanced degradation of Trp to kynurenine induced by IFN-γ (Figure 5G and I). All genital Ctr isolates possess Trp synthase activity which in the presence of indole mediates IFN-γ resistance (Caldwell et al., 2003). However, c-Myc expression also rescued a trpBA mutant from IFN-γ persistence (Figure 7) excluding a role of the Trp synthase and endogenous Trp synthesis in this pathway. This already indicated that additional metabolic pathways regulated by c-Myc expression may be responsible for preventing persistence induced by IFN-γ. Unbiased metabolomics analysis of IFN-γ-treated, infected and c-Myc-expressing cells, and subsequent hierarchical clustering analyses revealed a grouping of all cells permissive for chlamydial replication (Figure 6A; infected, c-Myc infected, c-Myc IFN-γ infected), suggesting that this is the metabolic profile required for chlamydial replication.
Since c-Myc acts as a major metabolic regulator (Dejure and Eilers, 2017; Stine et al., 2015), we systematically investigated the c-Myc-dependent alterations in metabolite levels in response to bacterial infection and IFN-γ treatment. This analysis revealed that several intermediates of the TCA cycle, including citrate, aconitate, and α-ketoglutarate, as well as glutamate, were increased upon chlamydial infection, but significantly depleted upon IFN-γ treatment and restored when c-Myc was re-expressed (Figure 6). In addition, several nucleotides, in particular ATP and CTP, were among the top metabolites upregulated upon chlamydial infection (Figure 6—figure supplement 1E). Moreover, glutamate and alanine, which are both upregulated by infection, repressed in response to IFN-γ treatment and restored by c-Myc expression (Figure 6A and B), are central metabolites for Chlamydia, since they serve as precursors for cell wall biosynthesis (Otten et al., 2018). Interestingly, we could observe a strong increase in the levels of citrate in c-Myc overexpressing cells (Figure 6B). Citrate is required for the synthesis of fatty acids, which are scavenged by the bacteria from the host cell, as Chlamydia lack citrate synthase, aconitase, and isocitrate dehydrogenase and thus have only an incomplete TCA cycle (Yao et al., 2014; Yao et al., 2015). The finding of others that reduced uptake of glucose may play a role in IFN-γ-induced chlamydial persistence supports our model, since glycolysis fuels the TCA and nucleotide biosynthesis (Shima et al., 2018).
Chlamydia-infected cells showed a drastic reduction in the levels of arginine (Figure 6—figure supplement 1D). However, arginine levels were not restored upon c-Myc re-expression in IFN-γ-treated infected cells. It is possible that arginine is shuttled into the urea cycle, as we observed significantly higher levels of ornithine and citrulline (Figure 6—figure supplement 1D), which can be used for polyamine biosynthesis, that stabilize DNA and are essential for cell proliferation (van Dam et al., 2002). Further work is required to elucidate the exact role of arginine metabolism in chlamydial infection.
Here, we show a central role of c-Myc in the control of the host cell metabolism during IFN-γ-mediated innate immune defence against Ctr infection. The effect of IFN-γ-mediated c-Myc downregulation included substantial remodelling of host cell metabolism, including reduced abundance of TCA cycle intermediates, which are usually replenished via c-Myc-dependent glutaminolysis and anaplerosis. Thus, the enhanced production of amino acids, nucleotides and lipids, and, additionally, TCA cycle intermediates transferred from the host cell to the bacteria (Mehlitz et al., 2017; Rajeeve et al., 2020) may all be affected by IFN-γ treatment (Kress et al., 2015). The central role of host TCA cycle and nucleotide biosynthesis for chlamydial development is also supported by our finding that supplementing cell-permeable α-ketoglutarate or nucleosides can overcome the IFN-γ-induced persistent state of Chlamydia (Figure 6; Figure 7D). It can therefore be concluded that c-Myc is required for Ctr to induce metabolic reprogramming of the host cell to avoid nutrient shortage during replication and prevent the induction of persistence.
There is no doubt that Trp plays a central role in the control of chlamydial replication induced by IFN-γ (Byrne et al., 1986; Taylor and Feng, 1991). In the human host, depletion of Trp is the major effector mechanism of IFN-γ and the presence of a Trp synthase operon in the genital chlamydial isolates supports a central role of Trp in chlamydial persistence (Fehlner-Gardiner et al., 2002). However, our finding that both the substrate and the product of the Trp synthase, indole and Trp, control the levels of c-Myc suggests that Trp plays a role in signalling in chlamydial persistence beyond its sole function as an amino acid. IFN-γ depletes the essential amino acid Trp and causes a reduction in the levels of c-Myc, which affects the metabolic state of the host cell in a way that prevents chlamydial replication and induces persistence. It is very likely that similar mechanisms are also involved in IFN-γ-induced persistence of other intracellular bacteria (Ganesan and Roy, 2019). In addition, IFN-γ also restricts the infection of viruses (Karupiah et al., 1993; Weizman et al., 2017). Since c-Myc activation and metabolic reprogramming of cells is a prerequisite for the replication of several viruses (Thai et al., 2014; Thai et al., 2015), our findings may be generally relevant for the IFN-γ-dependent innate immune defence against infection.
Materials and methods
Cell lines and bacteria
Request a detailed protocolHuman Fimb cells (epithelial cells isolated from the fimbriae of patients undergoing hysterectomy), HeLa 229 cells (ATCC CCL-2.1) and HeLa 229 pInducer11 shc-Myc cells were cultured in RPMI1640+GlutaMAX medium (Gibco) supplemented with 10% (v/v) heat-inactivated FBS (Sigma-Aldrich). WII-U2OS cells (Lorenzin et al., 2016) were maintained in high-glucose DMEM (Sigma-Aldrich) with 10% (v/v) heat-inactivated FBS. All cell lines were grown in a humidified atmosphere containing 5% (v/v) CO2 at 37°C. In this study Chlamydia trachomatis serovar L2/434/Bu (ATCC VR-902B), and C. trachomatis serovar D/UW-3/Cx (ATCC VR-885) were used and cultured and purified as published previously (Paland et al., 2008). In brief, Chlamydia were propagated in HeLa 229 cells at a multiplicity of infection (MOI) of 1 for 48 hr. Cells were mechanically detached and lysed using glass beads (3 mm, Roth). Low centrifugation supernatant (10 min at 2000× g at 4°C) was transferred to high-speed centrifugation (30 min at 30,000× g at 4°C) to pellet the bacteria. The pellet was washed and resuspended in ×1 SPG buffer (7.5% sucrose, 0.052% KH2PO4, 0.122% Na2HPO4, 0.072% L-glutamate). Aliquots were made, stored at –80°C, and the bacteria were titrated for MOI of 1 for use in further experiments. Infected cells were incubated in a humidified atmosphere with 5% (v/v) CO2 at 35°C. The cell lines as well as the Chlamydia used in this study were tested to be free of Mycoplasma via PCR.
Generation of Ctr trpBA mutant
Request a detailed protocolThe C. trachomatis serovar L2/434/Bu trpBA mutants were generated by Fluorescence-reported Allelic Exchange Mutagenesis (FRAEM) as previously described (Keb and Fields, 2020; Mueller et al., 2016). Briefly, the up- and downstream fragments of trpA were amplified with primers trpA_us_fwd/trpA_us_rev (trpA up fwd: GCAGGTACCGGTCGACGAGAGCGGTTGAGTGCTATTTC; trpA up rev: AGTAGGAATGGTCGAAAATTCCTCTGTTTCTGCGGATG) and trpA_ds_fwd/trpA_ds_rev (trpA down fwd: TACGAAGTTATGACCTTTATGAATATGAATATGAAGCCCA; trpA down rev: CGGGGTCTGACGCCCGCTCTTGTTGGTTTCGGCAT) from Ctr genomic DNA. The upstream fragment was cloned into the unique SalI site of the suicide vector pSUmC-4.0, whereas the downstream fragment was cloned into the unique Sbfl restriction site of pSUmC-4.0. Thus, trpA up- and downstream fragments flanked the aadA and gfp genes in pSUmC-4.0 encoding for spectinomycin resistance and green fluorescent protein, respectively. The resulting vector was then transformed into Ctr using CaCl2. McCoy cells were infected and transformants were selected by treatment with spectinomycin (Keb and Fields, 2020). Additionally, AHT selection was required for the expression of the plasmid replication factor pgp6. Bacteria were passaged every 48 hr onto fresh McCoy cells until GFP- and mCherry-positive clones appeared. These transformants also expressed mCherry encoded by the pSUmC-4.0 backbone. GFP- and mCherry-positive clones were selected and cultured in the absence of AHT. This resulted in plasmid loss and allowed selection for GFP-positive and mCherry-negative trpA mutants, where trpA was deleted through allelic exchange by the aadA-gfp cassette. The trpA mutant was FACS sorted for GFP. Deletion of trpA was verified by Western blot. Mutation of trpA also resulted in loss of trpB.
Infectivity assay
Request a detailed protocolFor primary infection, control or IFN-γ-treated cells were infected with C. trachomatis at MOI 1 for 30–48 hr. The cells were lysed with glass beads and freshly plated cells were infected with different dilutions (referred to as secondary infection). Lysates of the secondary infection were taken to determine the infectivity via Western blotting against chlamydial HSP60.
Induction and chemicals
Request a detailed protocolTo induce c-Myc overexpression in WII-U2OS cells or c-Myc knockdown in HeLa 229 pInducer11 shc-Myc cells, medium was changed to 10% (v/v) heat-inactivated FBS DMEM or RPMI accordingly and 100 ng/mL AHT (Acros) was added. After 2 hr of induction, cells were infected with C. trachomatis and incubated for further 24–36 hr. Likewise, IFN-γ (Gibco, Merck Millipore), interferon-alpha (Merck Millipore), Trp (Sigma-Aldrich), Indole (Sigma-Aldrich), citrate (Roth), and IDO inhibitor Epacadostat (Biozol) were added to cells as needed 2 hr before infection.
Induction of persistence
Request a detailed protocolCells and organoids were pre-treated with IFN-γ (Recombinant Human IFN-γ PHC4031 Gibco, IF002 Merck Millipore) for 2 hr at least prior infection (Nelson et al., 2005). Throughout the experiments, according amounts of IFN-γ were left in the medium. HeLa 229 cells were pre-treated for 2 hr with 1 unit of penicillin (Penicillin G sodium salt 13752-5G-F Sigma-Aldrich) before infection and left in the medium during the whole infection period.
Western blot and antibodies
Request a detailed protocolFor Western blot analysis, cells were directly lysed with ×2 Laemmli buffer (10% 1.5 M Tris-HCl pH 6.8, 4% SDS, 30% glycerol, and 1.5% β-mercaptoethanol) on ice. Protein samples were separated with a 10% SDS-PAGE (Peqlab) and transferred onto a PVDF membrane (Sigma-Aldrich) via a semi-dry blotter (Peqlab) (2 hr at 1 mA/cm2). The membrane was blocked in 5% (w/v) non-fat dried milk powder in ×1 Tris-buffered saline with 0.5% Tween20 (Sigma-Aldrich) for 1 hr and then incubated in the appropriate primary antibody overnight at 4°C. Antibodies against c-Myc, c-Myc phospho-T58, and c-Myc phospho-S62 were purchased from Abcam. Phospho-Akt (Ser473), Akt (pan), phospho-Erk, Erk, phospho-GSK-3β (Ser9), GSK-3β (3D10), phospho-Stat1 (Ser727), phospho-Stat1 (Tyr701), and Stat1 antibodies were obtained from Cell Signaling. β-Actin antibody was purchased from Sigma-Aldrich. Chlamydial HSP60 antibody was obtained from Santa Cruz. An IDO antibody was kindly provided by Ida Rosenkrands and OmpA was self-made. Proteins were detected with corresponding horseradish peroxidase-conjugated secondary antibody (Santa Cruz), using homemade ECL solutions and Intas Chemiluminescence Imager.
Immunofluorescence analysis
Request a detailed protocolThe cells were seeded on cover slips and infected with C. trachomatis serovar L2 at MOI 1 for indicated time points. Before fixation with 4% PFA/Sucrose (Roth), the cells were washed with DPBS (Gibco). Fixed cells were permeabilized with 0.2% Triton X-100 (Sigma-Aldrich) in ×1 DPBS for 30 min, blocked with 2% FBS in ×1 DPBS for 45 min and incubated with primary antibodies for 1 hr at room temperature. Primary antibodies, chlamydial HSP60 (Santa Cruz, 1:500) and Phalloidin (Thermo Fisher Scientific), were diluted in 2% FBS in ×1 DPBS. Samples were washed and incubated with fluorescence dye conjugated secondary antibodies (Dianova) for 1 hr in the dark at room temperature. Cover slips were mounted onto microscopy slides using mowiol, slides were air-dried for at least 24 hr and examined using a LEICA DM2500 fluorescence microscope. The images were analysed with LAS AF program (Leica) and ImageJ software.
Metabolic profiling
Request a detailed protocolFor this study, 106 WII-U2OS cells per well (six-well culture plate, Costar) were seeded in triplicates, either uninfected or infected with C. trachomatis serovar L2 for 30 hr. c-Myc overexpression was induced by AHT and cells were treated with IFN-γ as described above. After the respective time, medium was collected, snap-frozen in liquid nitrogen, and the cells were washed with ice-cold 154 mM ammonium acetate (Sigma) and snap-frozen in liquid nitrogen. The cells were harvested after adding 480 µL cold MeOH/H2O (80/20, v/v) (Merck) to each sample containing Lamivudine (Sigma) standard (10 µM). The cell suspension was collected by centrifugation and transferred to an activated (by elution of 1 mL CH3CN [Merck]) and equilibrated (by elution of 1 mL MeOH/H2O [80/20, v/v]) C18-E SPE-column (Phenomenex). The eluate was collected and evaporated in SpeedVac and was dissolved in 50 μL CH3CN/5 mM NH4OAc (25/75). Each sample was diluted 1:1 (cells) or 1:5 (medium) in CH3CN. Five µL of sample was applied to HILIC column (Acclaim Mixed-Mode HILIC- 1, 3 µm, 2.1 * 150 mm). Metabolites were separated at 30°C by LC using a DIONEX Ultimate 3000 UPLC system (Solvent A: 5 mM NH4OAc in CH3CN/H2O (5/95), Solvent B: 5 mM NH4OAc in CH3CN/H2O (95/5); Gradient: linear from 100% B to 50% B in 6 min, followed by 15 min const. 40% B, then returning to 100% B within 1 min) at a flow rate of 350 µL/min. After chromatographic separation, masses (m/z) were acquired using a Q-Exactive instrument (Thermo Fisher Scientific) in positive and negative ionization mode in the scan range between 69 and 1000 m/z with a resolution of 70,000. AGC target was set to 3×106 and maximum injection time was set to 200 ms. Sheath, auxiliary, and sweep gas were set to 30, 10, and 3, respectively, and spray voltage was fixed to 3.6 kV. S-lens RF level was set to 55.0, the capillary and the Aux gas heater were heated to 320°C and 120°C, respectively. Peak determination and semi-quantitation were performed using TraceFinder software. Obtained signal intensities were normalized to the internal standard (lamivudine) and a cell number, which was determined by crystal violet staining. In brief, for the crystal violet staining cells were fixed with 4% PFA/Sucrose (Roth), stained with 0.1% crystal violet (Merck) dissolved in 20% ethanol (Roth), washed with water, dried overnight, and the absorbance was measured at 550 nm. The pellet of the cell samples was dried, resuspended in 0.2 M sodium hydroxide (Roth), cooked for 20 min at 95°C, and absorbance was measured at 550 nm. Statistical analysis was performed using GraphPad Prism or MetaboAnalyst 4.0. Significantly changed metabolite levels were determined by ANOVA with subsequent FDR correction, where a p value of 0.05 was considered statistically significant (*) and Tukey HSD was applied as post hoc test. Hierarchical clustering, PCA, and pathway analyses were done and resulting plots were generated by MetaboAnalyst 4.0 (Chong et al., 2019).
Generation and culture of human fallopian tube organoids
Request a detailed protocolGeneration of human organoids was adapted from Kessler et al., 2019. Fallopian tube tissue was obtained from patients undergoing hysterectomy. The tissue was processed within 2 hr after the surgery. Briefly, tissue samples were washed with DPBS (Gibco), placed into a sterile Petri dish (Corning), cut into small pieces, and pressed against the dish with a glass slide (VWR). The cells were washed with DPBS, incubated with 1 mg/mL collagenase type I (Sigma) for one hour at 37°C to dissociate epithelial cell, centrifuged at 1000× g for 10 min. The supernatant was removed, the pellet was resuspended in Matrigel (Corning) and plated in 50 µL drops in a 24-well plate. After 20 min of incubation at 37°C, organoid growth medium (Advanced DMEM [Thermo Fisher Scientific], 25% conditioned Wnt3A medium, 25% conditioned RSPO1 medium, 10% conditioned Noggin medium, 2% B27 [Thermo Fisher Scientific], 1% N2 [Thermo Fisher Scientific], 1 mM nicotinamide [Sigma], 50 ng/mL human EGF [Thermo Fisher Scientific], 100 ng/mL human FGF [Thermo Fisher Scientific], 0.5 mM TGF-β R Kinase Inhibitor IV [Tocris], 10 mM ROCK inhibitor [Abmole Bioscience]) was added to the wells.
Organoids were splitted every 1–2 weeks, at a ratio of 1:2. The Matrigel drop was resuspended in cold Advanced DMEM medium, mechanically fragmented with a 26 G needle, and centrifuged at 1000× g at 4°C for 5 min. The pellet was resuspended in the respective amount of fresh Matrigel and seeded in 50 µL drops in cell culture well plates added and further processed as explained above.
Infectivity assay in organoids
Request a detailed protocolFor infection with Ctr mature organoids were released from Matrigel drops by resuspending them in ice-cold DPBS (Gibco), pooled, mechanically fragmented with a needle, and distributed in equal amounts in Eppendorf tubes. The IFN-γ-treated or untreated organoids were infected with Ctr L2 (5×105 IFU). Afterwards Matrigel was added to the pellets and organoids were seeded in a cell culture plate. Six days post infection the organoids were fixed with 4% PFA and used for immunostaining. In addition, infected organoids were lysed with glass beads and different dilutions were used to infect freshly plated HeLa 229 cells to analyse the infectivity of the progeny.
Data availability
Metabolomics data set has been uploaded with the manuscript.
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Article and author information
Author details
Funding
European Research Council (ERC-2018-ADG/NCI-CAD)
- Thomas Rudel
Deutsche Forschungsgemeinschaft (RTG 2157/2)
- Thomas Rudel
The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
Acknowledgements
We thank Dr Jörg Wischhusen for providing the human Fimb cells, Dr Francesca Dejure for the WII-U2OS cells, and Dr Ken Fields for pSUmC-4.0 and pSUmC-CRE-bla plasmids. We thank Dr Adriana Moldovan and Marcel Rühling for technical assistance. We thank Dr Andreas Demuth for critically reading the manuscript. This work was supported by the Deutsche Forschungsgemeinschaft (DFG) priority program GRK2157 '3D Tissue Models for Studying Microbial Infections by Human Pathogens' and the European Research Council (grant no. ERC-2018-ADG/NCI-CAD) to TR.
Copyright
© 2022, Vollmuth et al.
This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.
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- Ecology
- Microbiology and Infectious Disease
Interspecies interactions involving direct competition via bacteriocin production play a vital role in shaping ecological dynamics within microbial ecosystems. For instance, the ribosomally produced siderophore bacteriocins, known as class IIb microcins, affect the colonization of host-associated pathogenic Enterobacteriaceae species. Notably, to date, only five of these antimicrobials have been identified, all derived from specific Escherichia coli and Klebsiella pneumoniae strains. We hypothesized that class IIb microcin production extends beyond these specific compounds and organisms. With a customized informatics-driven approach, screening bacterial genomes in public databases with BLAST and manual curation, we have discovered 12 previously unknown class IIb microcins in seven additional Enterobacteriaceae species, encompassing phytopathogens and environmental isolates. We introduce three novel clades of microcins (MccW, MccX, and MccZ), while also identifying eight new variants of the five known class IIb microcins. To validate their antimicrobial potential, we heterologously expressed these microcins in E. coli and demonstrated efficacy against a variety of bacterial isolates, including plant pathogens from the genera Brenneria, Gibbsiella, and Rahnella. Two newly discovered microcins exhibit activity against Gram-negative ESKAPE pathogens, i.e., Acinetobacter baumannii or Pseudomonas aeruginosa, providing the first evidence that class IIb microcins can target bacteria outside of the Enterobacteriaceae family. This study underscores that class IIb microcin genes are more prevalent in the microbial world than previously recognized and that synthetic hybrid microcins can be a viable tool to target clinically relevant drug-resistant pathogens. Our findings hold significant promise for the development of innovative engineered live biotherapeutic products tailored to combat these resilient bacteria.
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- Computational and Systems Biology
- Microbiology and Infectious Disease
Bacterial membranes are complex and dynamic, arising from an array of evolutionary pressures. One enzyme that alters membrane compositions through covalent lipid modification is MprF. We recently identified that Streptococcus agalactiae MprF synthesizes lysyl-phosphatidylglycerol (Lys-PG) from anionic PG, and a novel cationic lipid, lysyl-glucosyl-diacylglycerol (Lys-Glc-DAG), from neutral glycolipid Glc-DAG. This unexpected result prompted us to investigate whether Lys-Glc-DAG occurs in other MprF-containing bacteria, and whether other novel MprF products exist. Here, we studied protein sequence features determining MprF substrate specificity. First, pairwise analyses identified several streptococcal MprFs synthesizing Lys-Glc-DAG. Second, a restricted Boltzmann machine-guided approach led us to discover an entirely new substrate for MprF in Enterococcus, diglucosyl-diacylglycerol (Glc2-DAG), and an expanded set of organisms that modify glycolipid substrates using MprF. Overall, we combined the wealth of available sequence data with machine learning to model evolutionary constraints on MprF sequences across the bacterial domain, thereby identifying a novel cationic lipid.