- Research article
- Open Access
Zinc limitation in Klebsiella pneumoniae profiled by quantitative proteomics influences transcriptional regulation and cation transporter-associated capsule production
BMC Microbiology volume 21, Article number: 43 (2021)
Microbial organisms encounter a variety of environmental conditions, including changes to metal ion availability. Metal ions play an important role in many biological processes for growth and survival. As such, microbes alter their cellular protein levels and secretion patterns in adaptation to a changing environment. This study focuses on Klebsiella pneumoniae, an opportunistic bacterium responsible for nosocomial infections. By using K. pneumoniae, we aim to determine how a nutrient-limited environment (e.g., zinc depletion) modulates the cellular proteome and secretome of the bacterium. By testing virulence in vitro, we provide novel insight into bacterial responses to limited environments in the presence of the host.
Analysis of intra- and extracellular changes identified 2380 proteins from the total cellular proteome (cell pellet) and 246 secreted proteins (supernatant). Specifically, HutC, a repressor of the histidine utilization operon, showed significantly increased abundance under zinc-replete conditions, which coincided with an expected reduction in expression of genes within the hut operon from our validating qRT-PCR analysis. Additionally, we characterized a putative cation transport regulator, ChaB that showed significantly higher abundance under zinc-replete vs. -limited conditions, suggesting a role in metal ion homeostasis. Phenotypic analysis of a chaB deletion strain demonstrated a reduction in capsule production, zinc-dependent growth and ion utilization, and reduced virulence when compared to the wild-type strain.
This is first study to comprehensively profile the impact of zinc availability on the proteome and secretome of K. pneumoniae and uncover a novel connection between zinc transport and capsule production in the bacterial system.
Klebsiella pneumoniae is an opportunistic, Gram-negative bacterium that primarily causes nosocomial infections. It is found ubiquitously in the environment, commonly in soil and surface water, but is also very prevalent in medical settings . K. pneumoniae is primarily acquired in a hospital setting via person-to-person contact or through hospital equipment (e.g., catheters or ventilators), resulting in pneumonia and urinary tract infections but can lead to liver abscesses or soft tissue infections in more serious cases . The prevalence of antimicrobial resistance and the emergence of new strains underscore the substantial threat of K. pneumoniae to immunocompromised individuals [3, 4]. Moreover, such factors drive the need to define mechanisms of virulence, environmental adaptation strategies, and uncover new therapeutic options .
Transition metals play a crucial role in numerous functions within all living organisms. Their acquisition is essential to microbial survival, but similarly, the maintenance of intracellular concentration is of equal importance. Elevated intracellular levels of metals have negative effects on microbial fitness . The most common transition metals relevant to microbe fitness include redox (e.g., iron or copper) and non-redox (e.g., zinc) metals. Previous studies investigating the relationship between K. pneumoniae and transition metal availability focused primarily on iron limitation. These studies found an iron-associated impact on bacterial growth, capsule development, and protease secretion [7,8,9]. Moreover, K. pneumoniae produces siderophores, iron-chelating molecules that can acquire free iron from the environment or sequester it from host proteins, to regulate intracellular iron levels during infection [10,11,12].
Next to iron, zinc is the second most abundant transition metal . As a non-redox metal, zinc is stable and can serve as an electrophilic catalyst, which allows it to either participate in catalysis or maintain stability . In bacteria, zinc is essential for enzyme activity, DNA replication and repair, and regulation of transcription factors . The maintenance of zinc levels is primarily controlled by the zinc uptake regulator (Zur) . Microarray analysis of zinc limitation in Escherichia coli identified upregulated genes proposed to interact with Zur to regulate zinc uptake . Zur also interacts with ZitB, a zinc exporter, hinting at a possible role in both sides of zinc homeostasis . Under zinc limited conditions, Mycobacterium expresses four zinc-independent alternative ribosomal proteins (AltRP) proposed to interact with the Zur regulon . Analysis of Mycobacterium smegmatis identified that these proteins are essential for survival under zinc limited conditions, and mutations to the altRP operon affected cell morphology . Conversely, in fungal pathogens, zincosomes have been described and serve to both detoxify excess zinc and mobilize zinc upon deprivation, supporting a role in metal ion homeostasis under replete conditions [21, 22].
The acquisition of zinc is important for microbial survival within the host. For example, during invasion by pathogenic microbes, the host will sequester transition metals from the environment, thereby restricting nutrients from the pathogen - a term coined nutritional immunity . Conversely, elevated intracellular levels also have toxic effects . Alongside limitation of free zinc ions, host immune cells increase intracellular zinc concentrations upon phagocytosis to induce metal toxicity in response to invasion of Mycobacterium tuberculosis, Streptococcus pyogenes, and E. coli [24,25,26]. To date, the acquisition and regulation of zinc has been described at the transcriptional level in multiple bacterial species, which provides valuable insight into bacterial adaptability and the relevance of zinc within the host. However, investigation of the impact of zinc limitation in K. pneumoniae (a clinically-relevant bacterium) and defining the influence of zinc at the protein-level, which provides novel insight into protein production in response to environmental stresses, has yet to be explored. Information on protein production, abundances, and pathway involvement can contribute to our mechanistic understanding of bacterial adaptation from a systems perspective .
The present study aims to define how K. pneumoniae responds to a host-like setting (i.e., nutrient limitation) by characterizing the relationship between zinc availability and intra- and extracellular bacterial processes via quantitative proteomics. Using mass spectrometry-based proteomics, we identified differentially abundant proteins under zinc-limited and -replete conditions in the cellular proteome (cell pellet) and secretome (culture supernatant) of K. pneumoniae. We validated our proteomic results by quantifying the impact of the identified histidine utilization repressor (HutC) on its target genes at the transcriptional level. We identified an under characterized protein, ChaB, that increased significantly in abundance under zinc-replete conditions. In silico analysis putatively identified ChaB as a cation transport regulator. Deletion of chaB resulted in K. pneumoniae zinc-dependent growth, differences in ion utilization, and a reduced capsule production compared to wild-type (WT). Virulence was tested by replicating an infection setting using an in vitro assay to measure host cell death, whereupon, bacterial culturing in minimal compared to rich media resulted in impaired virulence of the deletion strain compared to WT . Overall, by mimicking an infection setting in the host through limitation of metal ion availability, this study provides new insight into the global impact of zinc availability on K. pneumoniae.
Profiling of the K. pneumoniae cellular proteome influenced by zinc availability impacts transcriptional and transport processes
Under infection conditions, the host will sequester free zinc ions to deprive the invading pathogen of this vital micronutrient . Free zinc concentration in the serum is expected in the micromolar range, in agreement with a recent study in E. coli . Here, we evaluate the impact of zinc availability by quantitative proteomic profiling of K. pneumoniae WT cells grown in zinc-limited (0 μM) and -replete (10 μM) media (Fig. 1). We identified a total of 2380 proteins (representing 46.4% of encoding regions) in the cellular proteome. Upon filtering for proteins identified in three of four biological replicates, we further analyzed 2002 proteins. Notably, we identified proteins unique to each growth condition: 15 proteins in limited and 99 proteins in replete (Fig. 2a). A principal component analysis (PCA) defined separation of conditions (limited vs. replete media) (component 2, 30.4%) and separation of biological factors (component 1, 40.7%) (Fig. 2b). Replicate reproducibility was 92.7% amongst the limited biological replicates and 96.7% amongst the replete biological replicates.
Using a 1D-annotation enrichment analysis, which demonstrates a global overview of changes to protein abundance by testing every annotation term if the corresponding numerical values have a preference to be systematically larger or smaller than the global distribution of the values for all proteins, we aimed to identify categories of proteins based on Uniprot Keywords that were enriched or de-enriched under limited or replete conditions . We identified three categories enriched under replete conditions, including proteins associated with lipoproteins and ribosomal-associated proteins (Fig. 2c). Conversely, we observed an enrichment of 4Fe-4S, iron-sulfur, metal-binding and transferase under limited conditions. These correlate to a reduction in metal ion acquisition, an expected result when analysing the limited conditions where zinc would be less bioavailable.
Next, to define proteins with significant changes in abundance between zinc-limited vs. -replete conditions in the cellular proteome, we performed false discovery rate (FDR)-corrected Student’s t-test. We identified 19 proteins whose abundance was significantly different between replete and limited conditions: 17 proteins significantly increased in abundance in replete media vs. two proteins significantly increased in abundance in limited media (Fig. 2d; Table 1). Under replete conditions, the most differentially abundant protein (> 13-fold change) was the histidine utilization repressor (HutC), responsible for regulating the hut operon, which is involved in degradation of histidine to glutamate and ammonia . Other proteins highly abundant under replete conditions include phage shock proteins (PspB and PspC) and a thiosulfate transport system permease T protein (CysU), hinting at induction of a stress response to high zinc availability. We also observed a significant change in abundance (> 5-fold change) of an uncharacterized putative cation transporter (ChaB). Conversely, the two proteins significantly increased under limited conditions, include acetolactate synthase small subunit (IlvN) and a polycystic kidney and hepatic disease-type hydroxylase (KPN78578_12210). Taken together, this data demonstrates cellular remodelling under altered zinc conditions and uncovers significantly higher production of a putative cation transporter (ChaB) in replete medium to potentially maintain ion homeostasis.
Secretome profiling of zinc availability highlights changes in protein secretion patterns
Acquisition of zinc from the environment may result in the secretion of proteins associated with sequestering and transport of metal ions into the extracellular space. To identify if K. pneumoniae secretes proteins into the extracellular environment under differing zinc concentrations, we performed proteomic profiling of the supernatant (secretome) of K. pneumoniae cultures. We identified 246 proteins prior to filtering and performed subsequent analyses on 130 secreted proteins (present in three of four replicates), 56 of which were uniquely present under limited conditions and eight under replete conditions (Fig. 3a). Visualizing the variance of the biological replicates using a PCA plot identified the largest separating component (component 1, 38.7%) distinguishing the limited and replete samples (Fig. 3b). The second largest component (component 2, 16.9%) separated based on biological variance. Amongst the conditions, we found a reproducibility of 80.8 and 78.6% for the limited and replete samples, respectively. Enrichment analysis of the secretome based on Uniprot Keywords did not show category enrichment in either limited or replete conditions. However, analysis of the secreted proteins based on Gene Ontology cellular compartment identified 33 proteins to be associated with conventional secretion patterns (e.g., transmembrane, signal peptide) (Fig. 3c). In addition, we compared our secretome data set to previous proteome profiling of K. pneumoniae vesicles and found overlap of 41 (31.5%) protein identifications, supporting our detection of traditional intracellular proteins within the extracellular environment (Supp. Table 2) .
Statistical analysis (FDR-corrected Student’s t-test) of the secretome dataset identified 21 significantly different proteins, including seven proteins with higher abundance in replete media and 14 proteins that displayed increased abundance in limited media (Fig. 3d; Table 2). Under replete conditions, we identified proteins involved with transport such as a putative periplasmic binding protein (KPN_00624), a taurine transport protein (TauA), and a periplasmic chaperone (HlpA). The most differentially abundant protein (> 15-fold change) under replete conditions was a repressor of methionine biosynthesis, (MetJ). Conversely, 14 proteins displayed an increased abundance under limited conditions, including two chaperones: a heat shock protein (DnaK) and a cold shock protein (CspC), a lipoprotein (MetQ), and an outer membrane protein (OmpX). Proteins displaying the largest fold-difference (> 5-fold change) were two dehydrogenases: dihydrolipoyl dehydrogenase (LpdA) and pyruvate dehydrogenase E1 component (AceE), demonstrating remodeling of the bacterial extracellular environment in response to changing zinc availability.
qRT-PCR analysis of hutC validates protein-level changes in the presence of zinc and supports a role for zinc in transcriptional repression
Under zinc-replete conditions, we observed a significant increase in abundance of HutC. To validate our proteomic results, we quantified changes in transcript levels of HutC target genes (e.g., hutG, hutH, hutI, hutT, and hutU). We performed a gene expression analysis using qRT-PCR on the hut operon under limited and replete conditions. Under replete conditions, we report a down-regulation of the hut operon genes relative to limited conditions, as expected in the presence of high HutC production (Fig. 4). These results suggest an increase in histidine degradation under zinc limited conditions and support a role for zinc in influencing transcriptional repression in K. pneumoniae.
Characterization of chaB and its role in capsule production
Under zinc replete conditions, we report the increased abundance (> 5-fold change) of a putative cation transporter, ChaB. To investigate the role of this protein in K. pneumoniae, we constructed a deletion strain and evaluated phenotypic differences between ∆chaB and WT K. pneumoniae . We first performed characterization of ∆chaB through visualization of differences in capsule production between the WT and mutant strains. By differential interference contrast (DIC) microscopy, we reported a reduction in capsule size in the ∆chaB vs. WT strains (Fig. 5a). To quantify and validate the capsule reduction observed, we performed an uronic acid assay to quantitate the presence of uronic acid as a surrogate for capsule polysaccharide production in the ∆chaB strain [34, 35]. We quantified uronic acid present in the WT, ∆chaB, ∆chaB::ChaB complement, empty vector control, and an acapsular strain (K. pneumoniae 52K10). We observed a statistically significant reduction (p-value ≤0.05) in uronic acid in the ∆chaB strain in comparison to the WT, a similar level of capsule production in the ∆chaB::ChaB and empty vector control strains, and a further reduction in uronic acid production in the 52K10 strain relative to WT and ∆chaB strains (Fig. 5b). The complemented strain (∆chaB::ChaB) was assessed by uronic acid assay; however, despite detection of the protein by Western blot and optimization of the protein production by arabinose titration, we were unable to recapitulate the WT phenotype (Supp. Figure 1). Further analysis by whole genome assembly confirmed the gene deletion of only chaB in the mutant strain relative to WT, suggesting precise regulation of endogenous chaB levels in WT, not achieved in the complemented strain (Supp. Figure 2). Notably, we observed a significant difference in capsule production between the empty vector and complement strain (p-value = 0.01), indicating a measurable effect of ChaB upon complementation, despite an inability to revert endogenous levels. Taken together, deletion of chaB reduces capsule production in K. pneumoniae, but does not eliminate it, suggesting a role for ChaB in regulation of capsule-associated genes.
Characterization of chaB and its role in bacterial growth
Next, we assessed differences in growth between the WT and ∆chaB strains under limited and replete conditions. Here, we observed the WT strain grew at a faster rate than the ∆chaB strains under zinc-limited (0 μM) liquid culture (Fig. 6a). We observed all strains reaching similar OD600nm by stationary phase. We attribute this difference in bacterial growth to two factors: i) the mutant strains are unable to obtain the required nutrients from the minimal medium at the same rate as WT; ii) the difference in capsule production between WT and ∆chaB strains is detectable with the OD600nm measurement. Conversely, in the presence of zinc (10 μM), the ∆chaB strains grow at a slightly higher rate than WT (Fig. 6b), suggesting an ability of the mutant strains to thrive in a potentially cytotoxic environment as excess zinc ions may not be transported into the cell at the same rate as WT.
We also evaluated zinc-utilization of the strains on solid agar plates (Fig. 6c & d). Here, we observed an increase in capsule production among all strains under limited vs. replete conditions, with a reduction in capsule mucoidy in the ∆chaB strains, corresponding with our observed microscopy and uronic acid assay results. This observation also supports the difference in growth between WT and ∆chaB strains under limited conditions in liquid culture to be likely influenced by capsule production. In addition, we observed that the ∆chaB strains produced more colonies than WT under all tested conditions, opposing our observation in the minimal medium liquid culture. These data suggest a potential difference in metal ion availability or zinc utilization between the liquid vs. solid medium. Finally, we observed a reduction in overall growth and capsule production in the replete conditions, further supporting a potential cytotoxic effect of elevated metal ion. Taken together, our data support a role for ChaB in capsule production and metal ion homeostasis in vitro. However, given the differences in observed growth in liquid culture compared to zinc utilization on solid agar, we propose future experiments to further tease apart the impact of ChaB on bacterial growth by expanding the medium conditions tested and assessing impacts on growth within a host (e.g., macrophage) environment.
Characterization of chaB and its role in bacterial virulence
The capsule is a known virulence factor for K. pneumoniae and to test the impact of chaB deletion on virulence, we co-cultured immortalized macrophages (Balb/C) with WT or ∆chaB strains. Using a cytotoxicity assay, we measured the release of lactate dehydrogenase (LDH) from macrophages across three time points. To properly assess a role for ChaB in promoting metal ion homeostasis during nutrient limitation in the host, both strains were grown in rich (TSB) or limited (M9) media prior to co-culture with macrophages. WT and ∆chaB K. pneumoniae strains grown under rich media prior to co-culture induced a rapid cytotoxic response in the macrophage, resulting in > 50% host cell death by 6 h of incubation (Fig. 7a). There were no measurable differences in LDH levels between macrophage co-cultured with the WT and ∆chaB strains over the time course of infection. In comparison, WT and ∆chaB strains grown under limited media prior to co-culture with macrophage resulted in reduced host cell death in the presence of the ∆chaB strain over 6 h of incubation (Fig. 7b). In both conditions, uninfected macrophages displayed a gradual increase in cell death, reaching approximately 5% following 6 h post mock infection, representative of natural cell death over time. Taken together, these data demonstrate a difference in macrophage cell death associated with deletion of chaB, implicating the gene in bacterial virulence directly connected to nutrient limited conditions.
Zinc availability is regulated by the host to both restrict bacterial growth (e.g., nutritional immunity) and to promote metal toxicity as defense mechanisms during pathogen infection. Therefore, maintenance of intracellular levels of zinc for pathogenic bacteria such as K. pneumoniae are important for growth and survival under infection conditions. In this study, we present the first in-depth proteomic profile of the impact of zinc availability on K. pneumoniae. Our study identified cellular and secreted proteins whose abundances were altered by the presence or absence of zinc. We analyzed the hut operon to validate our proteomics data and characterized a predicted cation transport regulator, ChaB, to define a novel role in zinc homeostasis, capsule regulation, and virulence under nutrient-limiting conditions. Overall, we uncover a new strategy used by the bacterium to adapt to a nutrient limited environment and propose a novel role for ChaB in regulating capsule.
We identified HutC (transcriptional repressor) with the largest increase in fold difference under replete conditions in our cellular proteome profiling. In the Gram-negative bacterium, Acinetobacter baumannii, histidine can chelate free zinc, and within nutrient-limited environments, the bacteria express components of the hut operon to promote histidine degradation, thereby releasing free zinc into the environment . Given our observation of the altered abundance of HutC in the presence of zinc, our data supports a role of HutC in K. pneumoniae associated with zinc acquisition. This is further supported through our gene expression analysis, where we discovered that members of the hut operon (hutG, hut H, hutI, hutT, and hutU) exhibited reduced transcript expression under replete conditions associated with an increase in abundance of HutC and zinc availability. Mimicking the observation in A. baumannii, where the hut operon was active under limited conditions to possibly promote zinc release from histidine. This proposes a putative mechanism to combat host defense responses that was identified in A. baumannii and may also exist in K. pneumoniae.
A putative regulator of the Na+/H+ antiporter ChaA in E. coli, ChaB was characterized structurally using NMR for the identification of flexible regions capable of binding to divalent metal cations . ChaA and ChaB are members of an operon, along with ChaC, proposed to be another regulator of ChaA (Oshima 1996). ChaA is inhibited by divalent cations, tying to the putative role of ChaB involvement in cation transport regulation. While many homologs exist in other bacteria such as Shigella flexeri and Trabulsiella guamensis (by BLAST search), a functional analysis has not been performed on ChaB, and moreover, its connection to metal ion availability is unknown. Here, characterization of the ∆chaB strain demonstrated a growth curve profile under replete conditions that mimicked the WT strain under limited conditions. Zinc can be transported by cells through an ion gradient such as calcium or sodium, to generate zinc gradients [38,39,40]. We propose that ChaB may play a role in the export of zinc and other cations into the cells. Whereupon, under replete conditions, WT K. pneumoniae displays delayed growth due to excess zinc, which may have a slight cytotoxic effect on the cells, suggesting a role for ChaB in importing ions and hence, protecting the mutant strain from excess intracellular metal concentrations. However, the ∆chaB strain displayed delayed growth compared to WT strain, under limited conditions, indicating an adverse response to low environmental zinc concentrations. It should be noted that deletion of chaB may result in unregulated ChaA activity that may have adverse effects on bacterial growth and warrants further investigation.
Our observation of reduced capsule production in ∆chaB relative to WT may explain why the growth curve under limited conditions showed slower growth in ∆chaB. The early onset and increased production of capsule in the WT could lead to the appearance of rapid growth when using OD600nm values as an indicator of growth. This phenomenon has been previously reported in an acapsular mutants displaying slower growth compared to WT strains in Streptococcus pneumoniae [41, 42]. We hypothesize that the reduction in capsule production is not a direct correlation to the deletion of chaB, but instead, the impaired ability to regulate pH and osmolarity caused unregulated ChaA activity may trigger downstream effects on capsule production. We also propose additional functional analysis of the ∆chaB strain may offer better understanding into the characterized phenotype. Moreover, we speculate that as a putative regulator, ChaB may play a role in the regulation of downstream transcription factors involved in capsule synthesis. We suggest future experimentation into identifying the global impact of loss of chaB on protein production and transcriptional regulation.
To assess virulence, we co-cultured macrophages with the WT and ∆chaB strains. Macrophages are found ubiquitously throughout the body and are often an early responder to bacterial infection. The interaction between macrophages and K. pneumoniae present a well-studied system to explore the relationship between host and pathogen under in vitro settings [43,44,45,46]. Macrophage cytotoxicity assays showed that deletion of chaB (leading to reduced capsule size) impacts bacterial virulence. The reduced virulence was only apparent upon initial bacterial culturing in minimal media; conditions that were found to induce increased capsule production in comparison to rich medium. Previous findings have reported that upon phagocytosis, K. pneumoniae survives in a vacuolar compartment where it triggers programmed cell death of macrophages . Furthermore, once internalized, K. pneumoniae reduced the expression of capsule biosynthesis genes. While survival of macrophage is unaffected in rich medium between the strains, during bacterial growth in minimal medium (to induce capsule production), the ∆chaB strain may be more susceptible to phagocytosis, due to its reduced size as the capsule is an important virulence factor protecting the bacteria from phagocytosis . Moreover, the difference in size between WT cells producing a capsule and ∆chaB, which shows a reduced capsule, may influence the number of phagocytosed cells, suggesting that virulence of K. pneumoniae is influenced by both capsule production and number of internalized cells. In addition, we propose that the role of ChaB in promoting metal ion homeostasis (as observed in the growth curves and plate assays) is evident by a reduction in virulence over the time course of infection, suggesting that the bacterium lacking chaB is unable to adapt to the nutrient-limited environment. The decreased virulence reported in ∆chaB prompts the need for follow-up studies to further characterize the relationship between ChaB and the host, as well as ascertaining the potential of ChaB as a target for antimicrobial compounds.
In summary, we used quantitative proteomics to investigate the first analysis of zinc availability on the proteome and secretome of K. pneumoniae. We identified proteins that display a significant change in abundance in the presence or absence of zinc, including a transcriptional repressor and putative cation transport regulator. We validated our proteomic findings by performing gene expression analysis on the hut operon, confirming repression of its target genes under replete conditions. In addition, we identified a cation transport regulator (ChaB) under replete conditions and characterized its role in capsule production, growth, and virulence of K. pneumoniae. Moreover, we identified a novel morphological difference – a reduction in capsule size – associated with the absence of the chaB that may provide insight into a novel role in zinc homeostasis that impact its cytotoxic effects during an infection setting. Further studies are required to identify either a direct or indirect relationship between ChaB and capsule production.
Bacterial cells and growth conditions
K. pneumoniae K52145, a hypervirulent WT strain and 52K10, an acapsular mutant strain (generously provided by Dr. Arturo Zychlinsky, Max Planck Institute for Infection Biology), was used in the experiments. Bacterial strains were cultured in Tryptic Soy broth (TSB) (Sigma-Aldrich) or grown on Tryptic Soy agar (TSA). Zinc-limited medium was produced by first passing milliQ water through Chelex-100 resin (Bio-Rad). Chelex-treated milliQ water was used to prepare M9 minimal media. M9 minimal salts (5X) (Fisher Scientific) were prepared according to manufacturer’s instructions, followed by supplementation with 20% glucose, 1 M MgSO4 and 1 M CaCl2. Zinc-replete medium was produced by supplementing the limited media (0 μM) with ZnSO4 to a final concentration of 10 μM. K. pneumoniae was grown at 37 °C with 200 rpm shaking.
Sample preparation for mass spectrometry analysis
WT K. pneumoniae was cultured in TSB overnight, cells were collected, washed with limited-media, and sub-cultured into either zinc-limited or -replete media. Each condition included four biological replicates. Samples were grown until cells reached mid-log phase, upon which, total proteome analysis was performed as previously described . Briefly, cells were collected, washed twice with phosphate-buffered saline (PBS), and resuspended in cold 100 mM Tris-HCl (pH 8.5). Cells were lysed using a probe sonicator set to five cycles of 30 sec on/off at an amplitude of 30%. Samples were treated with 2% sodium dodecyl sulphate and 10 mM dithiothreitol (DTT). Samples were heated to 95 °C prior to treatment with 55 mM iodoacetamide (IAA). Proteins were submitted to acetone precipitation, followed by digestion of proteins using LysC and trypsin overnight at room temperature. Digested peptides were purified and desalted using STop And Go Extraction (STAGE) tips .
For secretome analysis, the culture supernatant was filtered through a 0.22 μM syringe filter and then performed as previously described . For each sample, 500 μl of filtered supernatant was treated with DTT, IAA, followed by digestion using LysC and trypsin. Digested peptides were desalted and purified as described above.
Digested peptides were resuspended in 12 μl buffer A (0.1% TFA). Six μl of each sample was analyzed on a Q Exactive™ HF-X hybrid quadrupole-orbitrap mass spectrometer (ThermoFisher Scientific) coupled to an Easy-nLC™ 1200 High-Performance Liquid Chromatography (ThermoFisher Scientific). Samples were loaded onto an in-line 75 μm × 50 cm PepMap RSLC EASY-Spray column filled with 2 μm C18 reverse-phase silica beads (ThermoFisher Scientific). Peptides were separated and directly electrosprayed into the mass spectrometer using a linear gradient from 3 to 20% Buffer B over 18 min, from 20 to 35% Buffer B over 31 mins, followed by a steep 2 min ramp to 100% Buffer B for 9 min in 0.1% Formic acid at a constant flow of 250 nl/min. The mass spectrometer was operated in data-dependent mode, switching automatically between one fill scan and subsequent MS/MS scans of 30 most abundant peaks, with full-scans (m/z 400–1600) acquired in the Orbitrap analyzer with a resolution of 60,000 at 400 m/z.
Data analysis and bioinformatic processing
Raw mass spectrometry files were analyzed using MaxQuant (ver. 184.108.40.206) . The spectra were searched using the Andromeda search engine against the UniProt K. pneumoniae proteome (Klebsiella pneumoniae subsp. pneumoniae (strain ATCC 700721 / MGH 78578), accessed Dec. 2018 with 5127 sequences) . For the search, cysteine carbomethylation was set as a fixed modification, while N-acetylation of proteins and oxidation of methionine were set as variable modifications. Additional parameters include: trypsin digestion, a minimum peptide length of seven amino acids, and allowing up to two missed cleavages. For protein identification, we required a minimum of two peptides and set the FDR to 1%. The ‘match between runs’ feature of MaxQuant was used. Quantification was performed by label-free quantification (LFQ) using the MaxLFQ algorithm . The raw data is deposited in the PRIDE partner repository for the ProteomeXchange Consortium (Data set identifier = PXD016042). All mass spectrometry experiments were performed in biological quadruplicate and technical duplicate.
Downstream statistical analysis and data processing was performed using Perseus (ver. 220.127.116.11) . Further statistical analysis was only performed on proteins that were present in at least three of four replicates within each sample condition. Upon filtering, missing values were imputed based on a normal distribution. A Student’s t-test was performed to identify significantly different proteins (p-value ≤0.05). The Benjamini-Hochberg multiple hypothesis correction testing (FDR = 0.05) was applied . For 1D annotation enrichment, a two-sample test was performed using a Student’s t-test with p-value ≤0.05, FDR = 0.05 and score < − 0.5, < 0.5. Data visualization was produced using RStudio.
Gene expression analysis
Total RNA was extracted from WT K. pneumoniae cultured in zinc-limited or -replete media using the PureLink™ RNA Mini Kit (Invitrogen). Extracted RNA was treated with DNaseI (ThermoFisher Scientific). DNase-treated RNA was reverse-transcribed using High Capacity cDNA Reverse Transcription Kit (Applied BioSystem). For qRT-PCR analysis, 2X PerfeCta SYBR Green FastMix, ROX (Quanta BioScience) was combined with gene-specific primers (Supp. Table 1). Reactions were analyzed using StepOnePlus Real Time PCR system (ThermoFisher Scientific). All reactions were performed in three biological replicates and two technical replicates, and expression was normalized to the reference genes, recA and rho .
Construction of ∆chaB deletion mutant
Mutation of K. pneumoniae was produced following the lambda red recombinase protocol . To summarize, electrocompetent WT K. pneumoniae was transformed with the pSim6 plasmid, which contains the lambda red machinery . Primers were designed (Supp. Table 1) homologous to the regions upstream and downstream of chaB to amplify the chloramphenicol resistance marker from the pKD3 plasmid. Subsequently, K. pneumoniae-pSim6 was transformed with the PCR product and plated on TSA containing 15 μg/ml of chloramphenicol. Deletion strains were confirmed by PCR and sequencing, followed by incubation at 37 °C to cure the pSim6 plasmid.
Complementation of ∆chaB
Gene deletion mutant was complemented by construction of vector containing the full-length copy of chaB under the control of an arabinose-inducible promoter as previously described . The gene was cloned to produce a FLAG-tagged ChaB fusion protein upon expression. The full-length gene was amplified from K. pneumoniae gDNA with restriction site overhangs of NcoI and XbaI. The gene product was cloned into the pBAD24 vector using restriction-based cloning and transformed into E. coli TOP10 cells . Following plasmid propagation and isolation, the purified plasmid was transformed into the ∆chaB deletion strain.
Protein complementation and Western blot
K. pneumoniae ΔchaB::ChaB and empty vector control (negative control) were cultured in TSB supplemented with 100 μg/mL ampicillin for selection. Cultures were supplemented with various concentrations of arabinose (e.g., 0.2, 0.1, 0.01 and 0.001%) and incubated at 37 °C for 3, 6, 9, and 12 h. At listed time points, cells were harvested. Whole cell extracts were separated by SDS-PAGE and transferred to a polyvinylidene difluoride membrane using a transfer apparatus according to the manufacturer’s protocols (Bio-Rad). After incubation with 3% non-fat milk in 1X TBS (50 mM Tris, 150 mM NaCl, pH 7.5) overnight at 4 °C, the membrane was washed five times with TBST (1X TBS, 0.05% Tween-20), and incubated with Monoclonal ANTI-FLAG® M2 antibody (Sigma-Aldrich) for 1 h. Membranes were washed three times for 5 min and incubated with 1:3000 dilution of horseradish peroxidase-conjugated Goat anti-mouse IgG Fc secondary antibody (Invitrogen) for 1 h. Blots were washed with TBST three times and developed using the Clarity Max Western ECL Substrates system (BioRad). Experiment was performed in biological and technical duplicates.
Genomic DNA extraction, Illumina sequencing and whole genome analysis
Genomic DNA was extracted from K. pneumoniae WT and two independent ∆chaB mutants using PureLink™ Genomic DNA Mini Kit (ThermoFisher Scientific). Purified gDNA were prepared using an Illumina Nextera kit by the Microbial Genome Sequencing Center (Pennsylvania, USA) followed by Illumina sequencing on a NextSeq 550 platform. Raw .fastq files were processed using Geneious Prime 2021.0.2 (geneious.com) . K. pneumoniae WT files were initially trimmed using an in-suite BBDuk plug-in to trim adaptors and low-quality reads . The trimmed reads were mapped to a reference genome retrieved from NCBI. Correct assembly was validated by searching for variations (i.e., deletion or insertion) and SNPs. Upon confirmation of correct assembly, the independent deletion mutants were mapped to the assembled WT genome. To identify any non-specific insertions of chloramphenicol into the K. pneumoniae mapping settings were modified to search for insertions or deletions up to 1100 bp (matching the expected size of the chloramphenicol gene). Whole genome alignment between the WT and ∆chaB strain was performed using a progressive Mauve alignment from the Mauve plug-in using default alignment settings .
To visualize changes in capsule production between the WT and ∆chaB strains of K. pneumoniae, cultures were set as above, and at mid-log phase of growth, culture aliquots were collected and stained with India Ink (Hardy Diagnostic). Cells were visualized on a Zeiss Axiovert 200 M microscope using DIC and images were captured using a Hamamatsu ORCA-R2 digital camera. Volocity (ver. 6.3) software (Quorum Technology) was used for image capture and processing.
Uronic acid assay for capsule quantification
The amount of Klebsiella capsule present was quantified following previously described protocols [34, 35, 61, 62]. Briefly, 500 μL of overnight culture (M9 minimal media, 37 °C with shaking) was incubated with 100 μL of capsule extraction solution (500 mM citric acid pH 2.0, with 1% Zwittergent 3–10 (Sigma-Aldrich)) for 20 mins at 50 °C with shaking. Following centrifugation at 16000×g for 5 mins to pellet cellular debris. Supernatant (300 μL) was precipitated in 1.5 mL of pure ethanol on ice for 30 mins. The capsule extract was pelleted by centrifugation at 16000×g for 20 mins at 4 °C, dried at 37 °C with shaking for 10 min, and then resuspended in 200 μL sterile water. Tetraborate solution (12.5 mM disodium tetraborate in concentrated sulfuric acid) was added to each sample on ice, cooled for 10 mins, vortexed vigorously, heated at 99 °C for 5 mins, and then chilled on ice immediately for a minimum of 5 mins. Twenty μL of phenylphenol solution (0.15% 2-Hydroxybiphenyl (Sigma-Aldrich) in 0.5% NaOH) was added to each sample and vigorously vortexed before measuring absorbance at OD520nm. Uronic acid concentration was calculated using a glucuronic acid (Sigma) standard curve and OD600nm measurements were taken for each culture prior to capsule extraction and normalized, as needed.
Growth curve analysis
To determine the impact of deleting chaB on growth, WT and mutant strains of K. pneumoniae were cultured overnight in TSB prior to sub-culturing into zinc-limited or -replete media. Cultures were grown at 37 °C with 200 rpm shaking. Growth was monitored through OD600nm measurements taken every 15 min in a Synergy H1 microplate reader over 10 h (BioTek). Two individual mutants of ∆chaB were monitored in five biological replicates and two technical replicates. Growth curves were confirmed by growth in shaker flasks at 37 °C with 200 rpm shaking.
Zinc utilization plates
To examine the impact of zinc on colony morphology and growth, WT and ∆chaB strains of K. pneumoniae were initially grown in TSB overnight. Cells were collected, washed, and resuspended in zinc-limited media. Cells were plated on Chelex-treated M9 minimal media plates supplemented with 10 μM ZnSO4 or plates without zinc. Cells were plated as a serial dilution starting from 1 × 107 to 1 × 102 colony forming units (CFU). Each dilution series was set with two biological and two technical replicates and performed twice. Two individual mutants of ∆chaB were plated. Plates were incubated at 37 °C.
Macrophage cell culture
Immortalized murine macrophages originally derived from WT Balb/C mice (generously provided by Dr. Felix Meissner, Max Planck Institute of Biochemistry) were grown in Dulbecco’s Modified Eagle Medium (DMEM) supplemented with 10% heat-inactivated fetal bovine serum (FBS), 2 mM L-glutamine and 1% Pen/Strep. Cells were grown at 37 °C in a humidified 5% CO2 atmosphere.
Infection of macrophages
To test the impact of deleting chaB on virulence, infection of Balb/C macrophages was performed following an adapted protocol . Macrophages were seeded into 12-well plates at 0.1 × 106 in DMEM complete medium and grown as described above. At confluence (0.5 × 106), media was exchanged with DMEM complete media without Pen/Strep. K. pneumoniae strains were cultured in TSB or M9, harvested, washed with PBS, and 5.0 × 107 cells were added to the macrophage cells to achieve multiplicity of infection (MOI) of 100:1. After a 90-min incubation, media was removed, cells were washed with PBS, and incubated in Pen/Strep-free DMEM supplemented with gentamicin (300 μg/ml). After a 90-min gentamicin treatment, media was removed, cells were washed with PBS, and incubated in Pen/Strep-free DMEM supplemented with gentamicin (100 μg/ml). Mock infections (no K. pneumoniae) were set following the above protocol. Both infections and mock-infections were set in biological triplicate and technical duplicate. All incubation steps were carried out at 37 °C in a humidified 5% CO2 atmosphere.
At selected time points (1, 3, and 6 hpi), supernatant from K. pneumoniae-infected macrophages was collected. Lactate dehydrogenase (LDH) release from infected and uninfected macrophages was colourimetrically measured (OD490nm) using the CytoTox 96® Non-Radioactive Cytotoxicity Assay (Promega) according to manufacturer’s instructions. Cytotoxicity was calculated according to manufacturer’s instructions. Supernatant cell death values were normalized to total cell lysate OD490nm measurements.
Availability of data and materials
The mass spectrometry proteomics data have been deposited in the PRIDE partner repository for the ProteomeXchange Consortium with the data set identifier: PXD016042.
Principal component analysis
False discovery rate
Differential interference contrast
Tryptic soy broth
Tryptic soy agar
STop And Go Extraction
Nano liquid chromatography
Mass spectrometry/mass spectrometry
Dulbecco’s Modified Eagle Medium
Fetal bovine serum
Multiplicity of infection
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The authors wish to thank Drs. Chris Whitfield and Iain Mainprize for their feedback on experimental design and constructive feedback. Mr. Duncan Carruthers-Lay for preliminary optimization of qRT-PCR primers, Ms. Lilianne Gee and Mr. Benjamin Muselius for technical assistance, Dr. Jonathan Krieger (SPARC Biocentre; now Bioinformatics Solutions Inc.) for operating the mass spectrometer, and members of the Geddes-McAlister lab for their critical reading and insightful comments during manuscript preparation.
This work was supported, in part, by the University of Guelph, Canadian Foundation of Innovation (JELF 38798), and Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant (RGPIN-2020-04838) for J.G.-M.. A.S. is a recipient of a Queen Elizabeth II Graduate Scholarship in Science and Technology (QEII-GSST). The funding partners had no role in the design of the study, collection, analysis, and interpretation of data, nor in writing the manuscript.
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Sukumaran, A., Pladwig, S. & Geddes-McAlister, J. Zinc limitation in Klebsiella pneumoniae profiled by quantitative proteomics influences transcriptional regulation and cation transporter-associated capsule production. BMC Microbiol 21, 43 (2021). https://doi.org/10.1186/s12866-021-02091-8
- Klebsiella pneumoniae
- Zinc limitation
- Cation transporter
- Polysaccharide capsule
- Quantitative proteomics