Summary
Bacterial cell walls are composed of the large cross-linked macromolecule peptidoglycan, which maintains cell shape and is responsible for resisting osmotic stresses. This is a highly conserved structure and the target of numerous antibiotics. Obligate intracellular bacteria are an unusual group of organisms that have evolved to replicate exclusively within the cytoplasm or vacuole of a eukaryotic cell. They tend to have reduced amounts of peptidoglycan, likely due to the fact that their growth and division takes place within an osmotically protected environment, and also due to a drive to reduce activation of the host immune response. Of the two major groups of obligate intracellular bacteria, the cell wall has been much more extensively studied in the Chlamydiales than the Rickettsiales. Here, we present the first detailed analysis of the cell envelope of an important but neglected member of the Rickettsiales, Orientia tsutsugamushi. This bacterium was previously reported to completely lack peptidoglycan, but here we present evidence supporting the existence of a peptidoglycan-like structure in Orientia, as well as an outer membrane containing a network of cross-linked proteins, which together confer cell envelope stability. We find striking similarities to the unrelated Chlamydiales, suggesting convergent adaptation to an obligate intracellular lifestyle.
Introduction
In order to maintain correct cell shape, and the capacity to withstand the high internal turgor pressure, most bacteria synthesise a cell wall comprised largely of the macromolecule peptidoglycan. Peptidoglycan is composed of an alternating N-acetylglucosamine-N-acetylmuramic acid polysaccharide backbone, cross-linked via short peptide side chains. The sequence of the peptides, the degree of cross-linking, and the length of glycan chains vary between species and also stages of growth (Vollmer et al., 2008). However, some form of peptidoglycan is present in almost all known bacterial species with the notable exception of the mycoplasmas. The essentiality and conservation of peptidoglycan has made this an attractive antibiotic target (Schneider and Sahl, 2010), from the early discovery of penicillin to the recent identification of teixobactin (Ling et al., 2015). Peptidoglycan elongation and remodelling are highly complex processes, as they need to occur without compromising the integrity of the cell wall. This is achieved through a coordinated process involving the bacterial cytoskeleton and cell division machinery (Haeusser and Margolin, 2016). A detailed knowledge of the structure and composition of peptidoglycan is thus a prerequisite for understanding the molecular mechanisms of growth and division in bacterial cells.
The vast majority of bacteria grow and divide independently, living in a range of environments including soil, water, and the gut or skin of a mammalian host. Some bacteria, such as salmonella, shigella and listeria, have evolved the means to invade and replicate within mammalian cells during the course of an infection (Pizarro-Cerda and Cossart, 2006). A small group of bacteria, however, have evolved this ability to the extreme that they are no longer able to grow and divide outside their host cells. This unusual and fascinating group of organisms are predominantly comprised of two orders of Gram-negative bacteria: the Chlamydiales and the Rickettsiales. The Chlamydiales include human and animal pathogens, as well as a number of environmental strains that are found in soil-dwelling amoeba (Elwell et al., 2016). The Rickettsiales are a large and diverse group of vector-borne bacteria, that include the promiscuous insect symbiont Wolbachia, a number of human and animal pathogens in the Anaplasmataceae, and a group of typhus-causing pathogens in the Rickettsiaceae. The Rickettsiaceace are also thought to include the closest relatives of the precursor of modern mitochondria (Andersson et al., 1998). Although the Rickettsiales and Chlamydiales are unrelated, they exhibit similarities in their obligate intracellular life cycles. The bacterial cell wall has been extensively studied in the Chlamydiales and the long-standing ‘chlamydial anomaly’ describes the paradox that these bacteria are sensitive to the cell wall targeting drug penicillin, but that peptidoglycan could never be directly detected by chemical analysis (Moulder, 1993; McCoy and Maurelli, 2006; Mohammadi and Breukink, 2014). This was recently resolved using sensitive mass spectrometry techniques (Packiam et al., 2015) (Jacquier et al., 2015; Pilhofer et al., 2013) whilst a combination of novel labelling methods and cryoelectron tomography techniques have shed light on the arrangement of the cell wall of these organisms (Pilhofer et al., 2013; Liechti et al., 2014). In comparison, very little is known about the cell wall biology of the Rickettsiales. Comparative analyses have revealed the presence of peptidoglycan biosynthesis genes in many Rickettsiales (Gillespie et al., 2012), and the presence of the peptidoglycan precursor lipid II has been demonstrated in Wolbachia (Henrichfreise et al., 2009; Vollmer et al., 2013). However, extensive investigations into the composition and structure of peptidoglycan in these organisms have not been performed.
The genus Orientia is a divergent member of the order Rickettsiales, within the family Rickettsiaceae (Tamura et al., 1991; Ohashi et al., 1995). It is the causative agent of the severe mite-borne human disease scrub typhus, which is endemic across large parts of Asia (Phongmany et al., 2006; Mayfong Mayxay et al., 2013; Capeding et al., 2013; Cosson et al., 2015; Dittrich et al., 2015) and which can be life threatening in the absence of effective antibiotic treatment. It is thought to affect at least 1 million people per year (Watt and Parola, 2003). Despite its high incidence and severity, it is less well studied than other rickettsias such as R. prowazekii, R. conorii and R. rickettsii. Orientia is able to infect a range of cell types, including endothelial, fibroblast, monocyte/macrophage and dendritic cells (Paris et al., 2012; Keller et al., 2014; Moron et al., 2001). Similar to the other Rickettsiaceae, but in contrast to the Chlamydia and Anaplasmataceae that live within remodelled vacuoles (Bastidas et al., 2013; Moumène and Meyer, 2016), Orientia escapes from the endo-lysosomal pathway shortly after infection and replicates freely in the host cell cytoplasm (Chu et al., 2006).
Orientia has previously been reported to completely lack both peptidoglycan and LPS (Amano et al., 1987). This conclusion was based on an insensitivity to penicillin (Wisseman et al., 1982), an inability to detect peptidoglycan fragments by chemical analysis (Amano et al., 1987), and an absence of electron-dense material in the periplasmic inter-membrane space by electron microscopy (Silverman and Wisseman, 1978). However, whilst the sequencing of the Orientia genome confirmed an absence of genes required for biosynthesis of LPS, an almost complete complement of peptidoglycan biosynthesis genes were identified (Cho et al., 2007; Min et al., 2008; Nakayama et al., 2008) (Fig. 1). Furthermore, it has been shown that the intracellular host immune receptor Nod1, which recognises fragments of peptidoglycan, is activated in response to infection by Orientia (Cho et al., 2010c). Here, we provide evidence for a peptidoglycan-like structure in the cell envelope of Orientia, and show that cell rigidity is additionally conferred by a highly cross-linked outer membrane protein. This is the first detailed analysis of peptidoglycan in an obligate intracellular bacterium outside the Chlamydiales, and will inform our understanding of rickettsial cell biology as well as enable comparative studies across different bacterial lineages engaging in obligate intracellular life styles.
Results and Discussion
The genome of Orientia tsutsugamushi contains a nearly complete set of genes required for peptidoglycan biosynthesis (Fig. 1) (Cho et al., 2007; Min et al., 2008; Nakayama et al., 2008). However, homologues of three important groups of enzymes are notably absent: (i) amino acid racemases (ii) glycosyltransferases and (iii) some genes in the meso-diaminopimelic acid (meso-DAP) biosynthesis pathway. Intriguingly, these are the same three pathways that are absent or incomplete in the chlamydial genomes (McCoy and Maurelli, 2006). The peptide side-chains of peptidoglycan are characterised by the presence of unusual amino acids, including D-isomer amino acids (usually D-Glu and D-Ala in Gram-negative bacteria) and the diamino acid meso-diaminopimelic acid (meso-DAP) (Vollmer and Bertsche, 2008; Vollmer et al., 2008; Turner et al., 2014). D-amino acids are not usually present in proteins, and are synthesised by the specific activity of amino acid racemases. Although O. tsutsugamushi does not encode the major L-alanine racemase, Alr, it does possess the gene ddl, which encodes a protein catalysing the ligation of the two D-Ala residues found in peptidoglycan side-chains. One possible alternative pathway for generation of D-Ala is through the GlyA enzyme, which was demonstrated to be a plausible candidate for D-Ala biosynthesis in C. pneumonia (De Benedetti et al., 2014; Shostak and Schirch, 1988) and for which a homolog is present in the genome of Orientia (OTBS_0253).
We used a highly sensitive mass spectrometric method (GC/EIMS) to search for the peptidoglycan-specific amino acid DAP in purified Orientia biomass. This method is based on GC/EIMS of amino acids after their transformation into volatile N-heptafluorobutyryl-isobutylester derivatives (Schumann P, 2011), and has previously been used to detect low amounts of peptidoglycan in planctomycetes (Jeske et al., 2015) and Verrucomicrobia (Spring S et al., 2016). Here, we were able to detect DAP in acid hydrolysates of O. tsutsugamushi cells (Fig. 2). The identification was based on a gas chromatographic peak matching that of the DAP standard derivative, with a retention time of 22.2 minutes and a set of fragment ions at 380, 324, 306 and 278 m/z (Jeske et al., 2015). The predicted structures corresponding to these fragment ions are shown in Fig. S1. The detection of DAP is highly suggestive of a peptidoglycan-like structure in O. tsutsugamushi and suggests that an alternative pathway may be used for synthesis of this amino acid. It is important to note, however, that the DAP was detected from isolated bacterial biomass rather than a purified sacculus, and that final proof for DAP-containing peptidoglycan in Orientia will require isolation and chemical analysis of this structure.
In order to determine whether the peptidoglycan biosynthesis pathway is active in O. tsutsugamushi we measured the gene expression levels of several peptidoglycan biosynthesis genes throughout the 7-day bacterial infection cycle using qRT-PCR analysis (Fig. 3). We found that genes murA, murD, murF, ddl and pbp2 were all expressed to a detectable level at some or all time points, when normalised to the housekeeping gene mipZ (Cho et al., 2010a). The gene pbp2, and to a lesser extent murD and murF, showed increased expression levels at early stages of the infection cycle in which bacteria are not yet actively dividing (days 1–3) compared with later stages of the infection cycle (days 5 and 7) potentially reflecting a higher requirement for peptidoglycan precursors during early stages of bacterial cell growth and preparation for division.
Next, we tested whether O. tsutsugamushi was sensitive to drugs that target the cell wall, in order to determine whether intact peptidoglycan was required for bacterial viability. O. tsutsugamushi is known to be insensitive to penicillin (Wisseman et al., 1982), and this is one of the reasons why it was previously reported to lack peptidoglycan. First, we measured the growth of O. tsutsugamushi in the presence of penicillin and also chloramphenicol, the latter of which is used clinically against this organism (Watt et al., 1996). We compared this with bacterial growth in the presence of D-cycloserine and phosphomycin, that target the cell wall biosynthesis proteins Alr/Ddl and MurA respectively (Fig. 4B and F, and Fig. S2 and S3). We found that chloramphenicol inhibited growth and penicillin did not, as expected, but that both D-cycloserine and phosphomycin inhibited the growth of O. tsutsugamushi to the same extent as chloramphenicol. Immunofluorescence microscopy images showed that Orientia cells became large and round in the presence of phosphomycin, and displayed reduced structural integrity in the presence of D-cycloserine (Fig. 4F and Fig. S3). This experiment showed, for the first time, a requirement for peptidoglycan precursor biosynthesis for the replication of O. tsutsugamushi. Next, we attempted to rescue the growth of O. tsutsugamushi treated with D-cycloserine by the addition of exogenous D-Ala. We found that the addition of D-Ala could not completely restore growth, even when added at 10× the molar ratio of D-cycloserine (Fig. 4C). This was in contrast to results from equivalent experiments performed in Chlamydia (Moulder et al., 1963) and may reflect a lack of uptake of D-Ala into O. tsutsugamushi cells or a complete inhibition of Ddl by D-cycloserine.
The absence of Class A bifunctional PBPs as well as monofunctional glycosyltransferases raises the question of whether Orientia has the enzymatic ability to generate peptidoglycan with polymerised glycan chains. In the case of Wolbachia, which also lacks these key glycosyltransferase genes, it has been postulated that an unpolymerised lipid II precursor may play an essential role in localisation and coordination of the cell division machinery, but that typical a classical peptidoglycan sacculus is absent (Henrichfreise et al., 2009; Vollmer et al., 2013). Recent reports have shown that the SEDS family protein RodA is able to perform previously undescribed glycosyltransferase activity in Bacillus subtilis, and they predict that this may be a general activity of this protein family (Emami et al., 2017; Meeske et al., 2016). Both Orientia and Chlamydia possess homologs of SEDS proteins RodA and FtsW, and it is possible that these could account for the missing glycosyltransferase activity in these organisms. In order to test for the presence of a polymerised glycan chain in peptidoglycan of Orientia we measured the sensitivity to the enzymes lysozyme and mutanolysin. These enzymes cleave the glycan backbone of peptidoglycan at the ß-1,4-linkage between N-acetylmuramic acid (MurNAc) and N-acetyl-glucosamine (GlcNAc). We found that both enzymes caused bacterial cell lysis and resulted in a reduction in bacterial copy number after 7 days (Fig. 4D, Movie 1 and Fig. S2). These results suggest that the peptidoglycan of O. tsutsugamushi may contain at least some degree of MurNAc-GlcNAc disaccharide polymerisation. This could be achieved through the activity of FtsW/RodA SEDS proteins or other unidentified glycosyltransferase genes.
In order to understand why O. tsutsugamushi is insensitive to penicillin, we measured bacterial growth in the presence of alternative ß-lactam antibiotics, imipenem and meropenem, which also target penicillin binding proteins (PBPs) but which have improved bacterial permeability properties (Yang et al., 1995), as well as the ß-lactam antibiotic mecillinam that specifically targets PBP2. These were also ineffective against O. tsutsugamushi (Fig. 4E). We then tested growth in the presence of penicillin together with a ß-lactamase inhibitor, tazobactam, but this was unable to modulate the activity of penicillin (Fig. 4E). One possible explanation is that both PBPs in Orientia, PBP2 and PBP3, are intrinsically resistant to ß-lactam antibiotics. In order to test this hypothesis we performed an extensive protein alignment of PBPs 2 and 3 from a diverse set of bacterial species. We analysed known active site amino acid residues (Sauvage et al., 2014) and found that one, K310 (E. coli PBP3 numbering), was strictly conserved across all PBP2/3s tested, but mutated to histidine (PBP3) and glutamine (PBP2) in Orientia (Fig. S4). This mutation could potentially confer the observed ß-lactam insensitivity, but this has not been experimentally tested.
A number of recent studies have developed fluorescent D-amino acid derivatives that can be incorporated into bacterial peptidoglycan and directly visualised by fluorescence microscopy (Kuru et al., 2012; Liechti et al., 2014; Kuru et al., 2015; Siegrist et al., 2013; Shieh et al., 2014; Siegrist et al., 2015). We used one of these, the ‘clickable’ alkyne modified D-ala-D-ala dipeptide EDA-DA (ethynyl-D-alanyl-D-alanine) to visualise peptidoglycan in O. tsutsugamushi cells (Liechti et al., 2014). We found that this labelled the entire bacterial surface, suggesting the existence of a large structure that extends throughout the periplasm of O. tsutsugamushi (Fig. 5A and more examples in Fig. S5). This labelling was abolished in the presence of the cell wall-targeting drugs D-cycloserine and phosphomycin, suggesting that this probe is being incorporated specifically into a peptidoglycan-related structure. We observed a similar pattern of labelling using an alternative peptidoglycan probe, 7-hydroxycoumarin-3-carboxylic acid (HCC)-amino-D-alanine (HADA) (Fig. 5B). To our surprise, we found that the L-isomer of this probe, HCC-amino-L-alanine (HALA), produced similar labelling to that observed with HADA (Fig. 5B) although this labelling was weaker and was not observed every time. In order to study this further we also labelled the model Gram-negative bacteria E. coli with both probes and found that while HADA labelled all cells, as expected, a subpopulation of cells were also clearly labelled with the HALA probe (Fig. 5B). This was not shown in previous reports and may reflect differences in bacterial strains or exact experimental conditions. This result is unlikely to be due to contamination of the HALA probe with D-amino acids, as this would presumably lead to all cells being weakly labelled, rather than a small number being strongly labelled as observed. The exact mechanism of HADA incorporation into peptidoglycan has not been determined, and may vary between different bacterial species and growth stages. Possible routes may involve substitution into existing peptidoglycan by L,D-transpeptidase activity (we could identify no L,D-transpeptidase homolog in O. tsutsugamushi), or uptake into the cytoplasm and incorporation into peptidoglycan precursors by Ddl and MurF (Cava et al., 2011). Our observation of HALA labelling in both E. coli and O. tsutsugamushi may indicate a pathway involving entry into the cytoplasm and racemisation prior to incorporation into peptidoglycan precursors. Alternatively, it is possible that periplasmic peptidoglycan cross-linking or remodelling enzymes mediate the incorporation of D-amino acid probes, and that these are not strictly isomer-specific, especially at the high concentrations of fluorescent amino acids used in these studies (1 mM). In the case of both EDA-DA and HADA we found that the labelling was not positive every time, and was sensitive to parameters such as host cell confluence, multiplicity of infection, and time after initial infection. This suggests that the peptidoglycan biosynthesis machinery may be regulated in response to unknown signals, and this warrants further investigation.
The EDA-DA and HADA labelling patterns in O. tsutsugamushi are suggestive of an extended sacculus-like structure encasing the bacterial cell, although definitive evidence for this will require isolation of this material and subsequent mass spectrometry and microscopy analysis. Our attempts at biochemical isolation of the peptidoglycan-like structure of Orientia were unsuccessful, and this may reflect low levels of this material as well as unknown regulation of its biosynthesis at different stages of the infection and replication cycle. Our HADA/EDA-DA labelling pattern is in contrast to that observed in pathogenic chlamydiae, in which peptidoglycan labelling localises only to the division septum (Liechti et al., 2016). We never observed septum labelling of Orientia in the experiments reported here. It is worth noting that O. tsutsugamushi possesses both MreB and FtsZ, unlike the Chlamydiales and Planctomycetes that have lost the bacterial cell division cytoskeletal filament FtsZ and have evolved a non-canonical cell division mechanism thought to be driven by the interplay between the bacterial actin homolog MreB and a septal peptidoglycan ring (Liechti et al., 2016; Liechti et al., 2014).
A major role of peptidoglycan is in protecting bacterial cells from osmotic stresses. One hypothesis to explain the lack or reduction of peptidoglycan in obligate intracellular bacteria is that they predominantly occupy an osmotically protected cellular environment and therefore have a reduced need for this structure. We performed fluorescence microscopy on O. tsutsugamushi bacteria that had been isolated from host cells and resuspended in sucrose-phosphate-glutamate buffer (SPG), PBS or water, and found that bacteria did not lyse in the presence of PBS or pure water, indicating the presence of a mechanical stress-bearing structure such as would be provided by a peptidoglycan sacculus (Fig. 6A). We performed quantitative image analysis using both a supervised machine learning approach and a principal component analysis approach (PCA), and this showed that bacteria resuspended in SPG were more ‘smooth’ than those resuspended in water or PBS (Fig. 6B and Fig. S7). This morphology may reflect a disruption in the cell envelope structure, which would be consistent with our previous report that the viability of isolated O. tsutsugamushi was higher when stored in SPG compared with PBS or water (Giengkam et al., 2015).
The most abundant protein in the outer membrane of O. tsutsugamushi is an integral membrane protein called the 56kDa type-specific antigen (TSA56). This highly immunostimulatory protein has no known homolog in any other species, and contains regions of high diversity between Orientia strains. This variability has enabled the use of this gene to classify Orientia strains, and corresponds closely to serotype classification of different strains. In spite of the high sequence variability, we observed that this protein has three conserved cysteine residues (C33, C190 and C416 in strain UT76) and therefore wondered whether this highly abundant protein might form a cross-linked network across the surface of the outer membrane, similar to that formed by the major outer-membrane proteins (MOMP) of the Chlamydiales (Bavoil et al., 1984; Hatch et al., 1986) and in place of LPS which usually covers the surface of other Gram negative bacteria. The TSA56 protein has previously been shown to form higher order intermolecular aggregates in the absence of reducing agent, using western blot analysis, (Urakami et al., 1986) and we were able to reproduce this result using the karp-like UT76 strain of O. tsutsugamushi used in the current report (Fig. 6C). We used fluorescence microscopy to monitor the effect of exposing purified bacteria to the reducing agent DTT and found that this had little additional structural effect when cells were resuspended in SPG or PBS buffer (Fig. 6A and B). However, when isolated bacteria were incubated with water, the addition of DTT resulted in more patchy membrane labelling and a higher background, which may indicate greater bacterial fragility (Fig. 6A). Quantitative image analysis confirmed a greater difference in cell morphology upon DTT treatment in the presence of water compared with PBS or SPG (Fig. 6B and Fig. S7). Control experiments showed that E. coli did not undergo morphological changes under the same conditions (Fig. S6). This result supports the hypothesis that a highly cross-linked outer membrane confers some degree of osmotic protection to bacterial cells.
We then tested the importance of this cross-linked surface for bacterial infectivity and found that bacteria exposed to DTT had a dramatically reduced ability to invade host cells compared with untreated bacteria (Fig. 6D and E). The TSA56 protein is known to be required for bacterial entry into host cells through interaction with extracellular fibronectin, and it is possible that the addition of DTT resulted in the depletion of higher-order structures of TSA56 required for efficient interaction with fibronectin (Lee et al., 2008; Cho et al., 2010b; Lee et al., 2008; Cho et al., 2010b). Taken together, these results support the hypothesis that the O. tsutsugamushi outer membrane is stabilised by a cross-linked network of proteins including the TSA56 protein and potentially other partners, and that this structure is important for bacterial cell integrity and infectivity.
Conclusion
In this study we have analysed the structure of the cell envelope of the obligate intracellular human pathogen O. tsutsugamushi. We present evidence for a peptidoglycan-like molecule as well as disulphide cross-linked outer membrane proteins, and demonstrate that these components are required for bacterial growth, cell integrity and host cell invasion. Important outstanding questions include the identity of the hypothesised glycosyl transferase, amino acid racemase and meso-DAP biosynthesis enzymes and the exact chemical composition and structure of the O. tsutsugamushi peptidoglycan-like network. This first study paves the way for a detailed analysis of the molecular mechanisms of growth and division in this important human pathogen and model intracellular organism. We also show that both the D-isomer and L-isomer of the fluorescent alanine amino acid probe are able to label at least some O. tsutsugamushi and E. coli cells, and this raises further questions about the mechanism of incorporation of these probes. The reduced level of peptidoglycan found in this organism, the absence of key peptidoglycan biosynthesis enzymes, and the presence of a cross-linked protein network embedded in the outer membrane of these bacteria are all highly reminiscent of the unrelated Chlamydiales and suggest convergent adaptation to an obligate intracellular life style.
Materials and Methods
Bacterial strains, cell lines and growth conditions
All experiments were performed using the mouse fibroblast cell line L929 (ATCC CCL-1) which was a kind gift from Dr. Blacksell at the Mahidol Oxford Tropical Medicine Research Unit, Bangkok, Thailand. The Thai Karp-like clinical isolate Orientia tsutsugamushi strain UT76 (Giengkam et al., 2015), and E. coli strain NEB 5 alpha (New England Biolabs, USA, catalog number C2987I) was used throughout. Cell culture was performed using DMEM media with 10 % FBS at 37 °C (uninfected cells) or 35 °C (infected cells) and 5% CO2. For routine propagation bacteria were grown in 25 or 75 cm2 culture flasks as described previously (Giengkam et al., 2015). All experiments were performed using bacteria harvested from the intracellular fraction of infected cells, 7 days after infection.
Mass spectrometry analysis
Mass spectrometry analysis was performed on biomass extracted from between 15 and 45 ml infected cells, which had been infected at an MOI of 10:1 to 1000:1. Bacteria were grown in L929 cells for 7 days, then purified using mechanical lysis of host cells and filtering with a 2 μm filter (Giengkam et al., 2015). The sample was pelleted and washed in 600μl of 300mM ice-cold sucrose two times. The supernatant was removed, and the pellet was autoclaved prior to extraction. The pellet was hydrolysed using 4M HCl at 100 °C for 16 hours, then amino acids were transformed into volatile N-heptafluorobutyryl-isobutylester derivatives using Protocol 10 of Schumann, 2011 (Schumann P, 2011). The samples were analysed by GC/MS (320 Singlequad, Varian) and diaminopimelic acid was identified as a gas chromatographic peak with a retention time of 22.2 minutes and a set of fragment ions at 380, 324, 306 and 278 m/z(Jeske et al., 2015).
Bacterial quantification by qPCR
Bacterial quantification was performed as described previously (Giengkam et al., 2015). Briefly, the supernatant and/or cellular fraction of infected L929 cells were isolated and DNA extraction was performed using the alkaline lysis method. Quantitative PCR was performed using a primer/probe set (Table S1) within the TSA47 gene (OTT_1319) and the bacterial genome copy number was calculated using a standard curve.
RNA extraction and gene expression analysis by qRT-PCR
At each time point, infected cells were placed on ice and rapidly resuspended in RNAProtect Bacteria Reagent (Qiagen, catalog number 76506), then stored at −80 °C until use. Total RNA extraction was performed using the Qiagen RNeasy Plus kit (Qiagen, catalog number 74136) according to manufacturer’s instructions. Purified RNA (10 μg) was treated with DNaseI (Thermo Fisher Scientific, catalog number AM2238) at 37 °C for 30–60 minutes, then DNaseI-treated RNA was converted to cDNA using the iScript reverse transcription supermix (Biorad, catalog number 170-8841) with random primers. Complete removal of genomic DNA was verified using a reverse transcriptase-free control reaction, where the absence of any PCR product demonstrated the absence of contaminating genomic DNA in the RNA sample. The cDNA was stored at −20°C until use. cDNA was used as a template for qPCR using gene-specific primers for mipZ, murA, murD, murF, ddl, and pbp2 (Table S1). qPCR was performed using SYBR green qPCR mix (Biotools, Houston, USA, catalog number 10.609) and the expression levels were normalised relative to the housekeeping gene mipZ.
Drug sensitivity assays
Bacteria were grown in L929 cells in 24 well plates in the presence of different drugs, and the bacterial genomic copy number after 7 days was determined by qPCR. All drugs were added directly to the wells shortly before adding isolated bacteria, with the exception of lysozyme (which cannot enter mammalian cells). In the case of lysozyme, purified bacteria were resuspended in SPG buffer +/− lysozyme and incubated at 37 °C for 15 mins before being added to L929 cells for infection. For microscopy analysis, bacteria were grown in microscopy chamber slides in the presence of drug (phosphomycin, D-cycloserine) or bacteria were incubated in TE buffer (10mM Tris + 1mM EDTA) + 5 mg/ml lysozyme before being dried onto a regular glass slide (lysozyme only). Concentrations of enzymes, drugs and chemicals used were as follows: chloramphenicol (cam) 100 μg/ml; penicillin G (pen) 150 μg/ml; D-cycloserine (dcs) 250 μg/ml; phosphomycin (pho) 40 μg/ml; D-alanine (D-ala) 250 μg/ml (1:1), 1,000 μg/ml (1:4), 2,500 μg/ml (1:10); EDTA 1 mM, lysozyme (lys) 5 mg/ml; mutanolysin (mut) 80 μg/ml; imipenem (imi) 10 μg/ml; meropenem (mer) 10 μg/ml; mecillinam (mec) 2 mg/ml; tazobactam (taz) 100 μg/ml.
Statistical analysis
Statistical analysis was performed using GraphPad Prism software using a parametric, unpaired t test. P values are illustrated as follows: ns (P > 0.05); * (P ≤ 0.05); ** (P ≤ 0.01); *** (P ≤ 0.001).
Immunofluorescence microscopy
Bacteria were grown in host cells directly in glass chamber slides (Ibidi, USA) or dried onto a regular glass slide, then fixed with 4 % paraformaldehyde. Cells were permeabilised with 0.5 % triton X at 4 °C for 5 minutes, and then labelled using primary (Table S2) and fluorescently conjugated secondary antibodies. For labelling with the probes HADA and HALA, bacteria were grown in host cells on glass chamber slides, and the probe was added directly to the growth media to a final concentration of 1 mM (a dilution of 1/200). The cells were incubated at 35 °C with 5% CO2 for 3 hours, then washed with PBS and fixed as above. For labelling with EDA-DA, the probe was added to growing bacteria (3 days post infection) at 1 mM concentration and incubated for 24 hours at 35 °C with 5% CO2. When labelling was performed in the presence of drugs these were added at the same time as EDA-DA and incubated for 24 hours at 35 °C with 5% CO2. Cells were fixed and permeabilised as above, and the probe was reacted with azide-derived Alexa fluor 488 using the Click-iT cell reaction buffer kit from Invitrogen (catalog number C10269) following the manufacturers instructions.
Quantitative image analysis and classification
We applied quantitative imaging techniques to extract morphometric parameters for the individual O.tsutsugamushi using Cell Profiler (Broad Institute). The extracted 155 features (shown in Table S3) describe size, shape, intensity, granularity, texture and radial distribution of each bacterial cell.
To perform phenotypic classification, we used the Cell Profiler Analyst (Broad Institute) to apply Random Forest classification algorithm to classify O.tsutsugamushi into 3 main phenotypes, 1) ‘rough’ phenotype from cells in water with DTT, 2) ‘Intermediate’ phenotype from cells in PBS and 3) ‘Smooth’ phenotype from cells in SPG. These training image sets were taken separately from the images to be used for final prediction. The classification algorithm identified 18 features (Table S4) that can best distinguish training images from the three buffer conditions with 85% accuracy (Figure S7). We then applied these classification rules to determine the morphological phenotypes for the rest of the images (Figure 6B).
Principal component analysis was performed on MATLAB (Mathworks, USA, 2015b), using the 18 morphometric parameters previously identified from the Random Forest algorithm. The first three principal components explain over 95% of the observed variance, representing excellent performance for PCA model (Table S6 and S7). To compare phenotypic differences in different buffer solutions, we performed a pair-wise comparison of PCA loadings using three-dimensional Kolmogorov-Smirnov Test, with the significance level of 0.05.
Western blot analysis
Infected or uninfected L929 cells were mechanically lysed in a Bullet Blender (Next Advance, USA), at power 8 for 1 min and pelleted, washed with PBS 1–2 times, and resuspended in a small volume of PBS. The protein concentration was measured by nanodrop analysis and the sample volume was adjusted to ensure equivalent loading. Samples were mixed with SDS-PAGE buffer with or without 20% ß-mercaptoethanol and samples were then loaded on 12% Mini-PROTEAN® TGX™ Precast Protein Gels (Bio-rad, USA, catalog number 4561043). Western blots were probed using a monoclonal antibody against the 56 kDa type-specific antigen (Rat, Table S2), and then probed with a secondary antibody conjugated with alkaline phosphatase (Promega, USA, catalog number S3831) and developed using an alkaline phosphatase detection kit (Promega, USA, catalog number S3841)
Quantification of bacterial entry into host cells
Bacteria were isolated and resuspended in growth media with or without 1 mM DTT. Samples were incubated for 20 minutes at room temperature, washed by pelleting two times, and resuspended in fresh media before being added to L929 cells grown in glass chamber slides. Cells were fixed 24 hours after infection and the number of bacteria inside host cells counted manually for 100 cells.
Supplementary Material
Acknowledgments
We are grateful for the support of colleagues at the Microbiology Department of MORU, especially Dr. Blacksell, Prof. Paris, Dr. Limmathurotsakul and Prof. Day. We thank Prof. Waldemar Vollmer of Newcastle University for helpful discussions and comments on this manuscript. This work was funded by a Royal Society Dorothy Hodgkin Fellowship (JS), the Wellcome Trust (JS, SA, SC, SG) and NIH grant AI113172 (MVN).
Footnotes
Author contributions
Conception and design of study – JD, JS, SA, SG. Acquisition, analysis or interpretation of data – JD, JS, MVN, NK, PS, SA, SC, SG, SS. Writing of the manuscript – JD, JS, SS. All in alphabetical order.
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