Abstract
Despite current antifungal therapy, invasive candidiasis causes >40% mortality in immunocompromised individuals. Therefore, developing an antifungal vaccine has a priority. Here, we could for the first time successfully attenuate the virulence of Candida albicans by treating it with a fungistatic dosage of EDTA and demonstrate it to be a potential live-whole cell vaccine by using murine models of systemic candidiasis. EDTA inhibited the growth and biofilm formation of C. albicans. RNA-seq analyses of EDTA-treated cells (CAET) revealed that genes mostly involved in metal homeostasis and ribosome biogenesis were up- and down-regulated, respectively. Consequently, a bulky cell-wall with elevated levels of mannan and β-glucan, and reduced levels of total monosomes and polysomes were observed. CAET was eliminated faster than the untreated strain (Ca) as found by differential fungal burden in the vital organs of the mice. Higher monocytes, granulocytes, and platelet counts were detected in Ca-vs CAET-challenged mice. While hyper-inflammation caused the killing of Ca-challenged mice, a critical balance of pro- and anti-inflammatory cytokines are the likely reasons for the protective immunity in CAET-infected mice.
Introduction
Candida species colonizes several anatomical niches of a host, either as a commensal or opportunistic fungal pathogen. Infections by Candida sp. range from superficial oral and vulvovaginal candidiasis (VVC) to serious invasive candidiasis1,2. In immunosuppressed conditions, these fungi can evade subsided mucosal immunity and disseminate into the bloodstream, resulting in systemic candidiasis with a mortality rate of >40%. Candida albicans is the frequently isolated species responsible for the majority of these infections, thus, imposing a huge threat to human health worldwide. Currently, polyenes, echinocandins, and azoles are the three major classes of antifungals available to combat fungal diseases3,4. These drugs are characterized by a narrow spectrum of activity to target limited fungal species and often exhibit cytotoxicity to cause side effects. Over 1.5 million yearly global burdens of lethal infections suggest that the treatment of fungal diseases by using available antifungal drugs seems to be partially helping, and additionally, the emergence of drug-resistant isolates clearly emphasize the urgent need of better diagnostics, safe and broad-spectrum novel antifungal drugs, and effective immunotherapeutics and prophylactics5. Since no approved vaccine is available, and although a few are in clinical trials, designing and developing vaccines against fungal pathogens has a priority6. NDV-3A and PEV7 are two recombinant vaccines that seem to be protecting recurrent VVC during initial human trials7,8. In addition, various studies on host-fungal interactions have helped to identify multiple experimental vaccine candidates and those were shown to be safe and effective in animal models6. Most of these are suggested to generate neutralizing antibodies and are expected to be effective against Candida infections. The interaction between the host immunity and fungal pathogens is very complex and varies depending upon the nature and site of infections, and there are at least three layers of immune responses operating simultaneously against the invaders: innate, adaptive, and trained9,10. Also, as C. albicans is a multimorphic fungus, designing and developing a whole-cell vaccine approach seems to be arguably ideal.
Whole-cell vaccines can be either live or killed, and both kinds of vaccines are effectively in use against viral and bacterial infections. Heat-killed C. albicans and Saccharomyces cerevisiae strains were found to be partially protecting against experimental vaginal candidiasis11,12. Some of the genetically engineered C. albicans strains (tet-NRG1, PCA-2, CM1613, etc.) were reported to be attenuated and protective against disseminated candidiasis in mice6,13. However, clinical trials for these strains are yet to be initiated. Since C. albicans co-evolves with the host and lives mostly as a beneficial gut pathogen2, the host must be employing certain mechanisms to block its transition to a pathogenic trait which can be explored to develop attenuated strains of C. albicans naturally rather than using recombinant DNA technology approach. “Nutritional immunity” is one such frontline defense mechanism that limits fungal growth and pathogenesis14.
Metals play a pivotal role in host-pathogen interaction. Metals like iron, zinc, manganese, magnesium, copper, etc. being a cofactor of various metabolic and non-metabolic enzymes are essential for both host and pathogens. Therefore, excessive or limited availability of metals is deleterious to cells. Several studies suggest that the virulence and pathogenesis of fungi require a threshold level of these metals15,16. To starve pathogens of essential metals, the host organism employs nutritional immunity strategies to reduce the availability of metals, thereby the virulence and disease progression of a pathogen is suppressed drastically17–19. Our recent report found that a soluble factor released from E. coli during co-culturing inhibited the growth, biofilm formation, and morphological transition from yeast to hyphae of C. albicans20. In an animal model, the culture supernatant of E. coli attenuated the virulence of C. albicans significantly. Chemical complementation analyses revealed that the exogenous addition of divalent metals rescued the growth of C. albicans that was inhibited by E. coli20. Based on the concept of nutritional immunity and these reports, we argued that the metal chelators like EDTA, DTPA, etc. could mimic E. coli in vitro to regulate the virulence and pathogenesis of C. albicans. Live whole-cell vaccine strains are generated mainly by genetic manipulation, here, we developed and characterized for the first time a chemical reagent-based attenuated strain of C. albicans which is safe and effectively protects systemic candidiasis in a pre-clinical model.
Results
Metal chelators inhibit the growth and biofilm of C. albicans
To begin with, the effect of a range of concentrations of EDTA (0.9 - 500 μM) on the growth of C. albicans was determined by measuring the optical density (OD) of the culture in the presence of the reagent. Although we observed significant growth retardation of C. albicans at 125 μM EDTA, upon addition of 250 μM EDTA, the growth was inhibited completely and remained saturated beyond this concentration. This result was also validated on solid YPD media where no colony formed at the highest dilution of the spot when the C. albicans was treated with 250 μM EDTA (Fig. S1 A-C). Henceforth, 250 μM EDTA was used for subsequent analyses. Since EDTA inhibited C. albicans growth, to identify the metals that could effectually rescue C. albicans survival, we supplemented various divalent metal salts to the EDTA-treated C. albicans cells (Fig. 1 A and B). Both the growth curve and CFU analyses revealed that the antagonizing effect of 250 μM EDTA on C. albicans was abolished by supplementing metals like MgSO4, MnCl2, FeCl2, and ZnCl2. Since the number of colonies remained the same for 8 – 24 hrs of treatment with EDTA, it suggested that EDTA most likely is a fungistatic inhibitor whose effect can be reversed by divalent metal complementation. Interestingly, the exogenous addition of these metals (8 μM) alone to the YPD media had no or minimal effect on the growth of C. albicans. To strengthen the result, the effect of EDTA and metals on the preformed biofilm of C. albicans was determined (Fig. 1 C and D). Consistent with the growth curve result, EDTA inhibited the biofilm of C. albicans but was rescued by the addition of divalent metals. To substantiate the inhibitory role of EDTA, the effect of four more metal chelators Diethylene triamine pentaacetic acid (DTPA), N,N=,N=-tetrakis(2-pyridylmethyl)ethane-1,2-diamine (TPEN), Aprotinin, and Ciclopirox ethanolamine (CE) on C. albicans survival was determined. DTPA is an aminopolycarboxylic acid consisting of a diethylenetriamine backbone with five carboxymethyl groups, and has a high affinity for di- and tri-metal cations21. TPEN is an intracellular membrane-permeable ion chelator of transition metals22. CE acts by binding to and chelating trivalent cations mainly iron23. Unlike these chelators, BPTI or aprotinin is an antimicrobial peptide that lowers the cellular levels of magnesium24. Growth curve, CFU analysis, and biofilm formation assays revealed that all of these metal chelators inhibited the growth phenotypes of C. albicans with varied efficiency (Fig. 1 E-H). While the effect of DTPA and aprotinin was very similar to EDTA; TPEN, and CE inhibited both growth and biofilm of C. albicans drastically even at a lower concentration (100 μM) and accordingly, barely any colony formed on solid YPD plates, and poor biofilm was observed. These results suggested that essential metals like magnesium, manganese, iron, and zinc are required for the growth and biofilm development of C. albicans, and sequestration of these by a range of metal chelators affects the growth and survivability of C. albicans.
Global transcriptomic changes of C. albicans in response to EDTA treatment
Next, we investigated any changes in C. albicans gene expression due to EDTA treatment using high-throughput RNA sequencing. To achieve our goal, total RNA isolated from C. albicans cells either treated with 250 μM EDTA or without treatment were subjected to RNA sequencing using an Illumina NovaSeq platform, and a summary of reads obtained from each sample and their mapping to the reference genome is given in Table-1. On average, we obtained 19,190,581 reads per sample with 98 % or more successfully mapping to the known mRNA in the C. albicans strain SC5314 reference genome (assembly ASM18296v3). Principal-component analysis (PCA) was conducted to provide a pictorial representation of the transcriptomic similarities among various triplicates and it revealed that the EDTA-treated C. albicans samples clustered separately from the untreated ones, indicating a high level of correlation among samples with distinct transcriptome profiles (Fig. S2A). The total differentially expressed genes in untreated and EDTA-treated C. albicans cells (here onwards it will be named as Ca and CAET, respectively) were 5915, of these, 3093 and 2822 genes were up and downregulated, respectively. So, our RNA sequencing data indicated that EDTA has a profound effect on C. albicans gene expression resulting in alterations in the transcriptome. In order to find genes that were significantly dysregulated, two cut-offs: (1) false discovery rate (FDR) cut-off ≤ 0.05 and (2) log2 fold change (FC) cut-off ≥ 1 were applied; and a total of 799 differentially expressed genes (DEGs), of which 411 were upregulated and 388 were downregulated in CAET. The volcano plot depicted two pools of genes that are significantly up- (red dots) and down – (blue dots) regulated in CAET (Fig. 2A). The hierarchical clustering algorithm was used to create a heat map by taking top 25 up- and 25 down-regulated DEGs (Fig. 2B). The heat map suggested a minimal variation in cluster linkage among similar samples and thus, the dysregulated DEGs upon treatment with EDTA relative to the untreated controls were consistently observed. We re-verified the RNA seq results by carrying out real-time and semi-quantitative PCR analyses of representative genes. Upregulation of ZRT1, CHT4, and PGA13, and downregulation of ACO2, PLB1, and THI13 genes were observed in CAET in comparison to Ca (Fig. S2B).
Treatment with EDTA upregulates the expression of C. albicans genes required mainly in metal transport and pathogenesis
In the analysis of the top 100 upregulated genes those expressions varied >5 folds higher in response to EDTA (Table-2, Fig. 2C), about 57 % of uncharacterized genes with unknown functions emerged. Interestingly, the function of 6 out of 12 top most upregulated genes that were >30 folds more expressed in treated than the untreated C. albicans cells are yet to be deciphered. UniProt only predicts the following uncharacterized proteins CAALFM_C200860CA (orf19.9586 may encode a leucine-rich repeat protein of 418 aa with protein kinase binding function), CAALFM_C401340WA (orf19.12123 may encode a secreted protein of 109 aa), CAALFM_CR08740WA (orf19.13808 may encode a SWIM-type domain-containing protein of 226 aa), CAALFM_CR02340WA (orf19.11220 may encode a vacuolar protein sorting-associated protein 8 homolog of 419 aa), CAALFM_CR07740WA (orf19.2633.1 may encode a Histone H2B protein of 64 aa), and CAALFM_C602100WA (orf19.10993/LDG8 may encode a cell wall protein of 167 aa) (Table-S1). We found 13 DEGs related to metal transport and homeostasis, 15 DEGs of cell wall and membrane-associated proteins other than functions related to metals, and another 15 DEGS of diverged functions. The characterized top 6 upregulated genes with >30 folds higher expression were ZRT1 (zinc ion transmembrane transported required for zinc sequestration), PRA1 (cell surface protein involved in zinc binding and metallopeptidase activity), CFL5 (Ferric-chelate reductase required for iron and copper ions uptake), CFL2 (Ferric-chelate reductase required for iron and copper ions uptake), PHO87 (SPX domain-containing inorganic phosphate transporter), and ZRT2 (zinc ion transmembrane transporter activity) having roles in zinc, iron, or phosphate transportation18,25,26. In the category of <30 but > ∼5 folds higher expressed genes, 51 uncharacterized genes, 7 genes (CSA1, CSA2, CSR1, HAP3, CFL4, FRE9, and ARH2) having a role in essential metal transport and homeostasis, 15 cell wall and plasma membrane-associated genes (SCW4, PGA13, PGA31, CHT4, RIM9, ALS4, CSH1, MRV8, HGT5, CDA2, PRN4, GLX3, PGA7, RBT5, and JEN1), and 15 genes (LAP3, IFD6, ATO1, NOP6, RAS2, HST6, STE23, FGR46, POL93, HPD1, AOX2, SOU2, GPD1, CAG1, and FDH1) with other function. More importantly, according to earlier studies, 24 of these upregulated genes were shown to be associated with fungal virulence, thus, EDTA-treated C. albicans cells might exhibit differential pathogenicity15,25,27,28.
Further, GO annotation analyses of all 411 upregulated genes revealed a total of 37 GO terms (28 biological processes (BP), 5 molecular functions (MF), and 4 cellular components (CC) that were enriched upon EDTA treatment (Table-S2 A, Fig. 2E). The highly significant upregulated biological processes GO terms were oxidation-reduction (GO:0055114), inter-species interaction (GO:0044419), pathogenesis (GO:0009405), and transition metal transporters and utilization (GO:0006812, GO:0048878, GO:0019725, GO:0098771, etc.). Similarly, GO terms of molecular function (GO:0098771, GO:0016616, etc.) genes encode for enzymes required for oxidation-reduction reactions, and GO terms of cellular component (GO:0071944, GO:0005886, etc.) mostly indicate upregulated genes belong to the cell wall and its periphery. To find out the gene networks that were affected upon EDTA treatment, STRING (Search Tool for the Retrieval of Interacting Genes/Proteins) analysis was carried out (Table-S3 A). High confidence (0.7 confidence level) analysis revealed upregulation of network proteins mostly involved in metal ion transport and 18 strong nodes were detected among 15 out of 31 genes (Fig. 2G). Another gene network of 33 genes that caught our attention involved in pathogenesis and 9 DEGs of this network are directly or indirectly shown to be involved in fungal pathogenesis (Table-S4, Fig. 2H). Altogether, our analysis suggested that the upregulation of cell wall and plasma membrane-associated genes whose products mostly play a role in metal transport and utilization and in pathogenesis (or survival) occurred in response to EDTA. This could indicate a compensatory mechanism being utilized by C. albicans in an attempt to overcome essential metal scarcity due to EDTA treatment.
Treatment with EDTA results mostly in downregulation of genes associated with ribosome biogenesis in C. albicans
Similar to upregulated genes analyses, the top 100 downregulated genes those expression reduced to 3-100 folds in response to EDTA treatment (Table-3, Fig. 2D), and 25 uncharacterized genes with unknown functions emerged. Seven of these genes CAALFM_C404230WA (orf19.9003 may encode an MFS domain-containing membrane protein), CAALFM_C112940CA (orf19.4923.1 may encode a rod shape-determining protein MreC), CAALFM_CR09350CA (orf19.7330 may encode TENA_THI-4 domain-containing protein), CAALFM_CR06430WA (orf19.8344 may encode a mediator of RNA polymerase II transcription subunit 7), CAALFM_CR08830WA (orf19.7279.1 may encode a mitochondrial ATP synthase-coupling factor 6), CAALFM_C106870CA (orf19.6222.1 may encode a thyroglobulin type-1 domain-containing protein) and CAALFM_C400530CA (orf19.11666 may encode a SurE domain-containing protein) exhibited minimum of 5 folds reduced expression in CAET (Table-S5). We observed downregulation of 44 genes having roles in metabolic processes e.g. PHO100 (Putative inducible acid phosphatase), PLB1 (Phospholipase B), THI4 (Thiamine biosynthetic enzyme precursor), THI13 (Thiamin pyrimidine synthase), GIT1 (Glycerophosphoinositol permease), PUT1 (proline oxidase), INO1(inositol 1-phosphate synthase), PUT2 (delta-1-pyrroline-5-carboxylate dehydrogenase), LYS22 (Homocitrate synthase), ACO2 (aconitate hydratase 2), SNZ1 (pyridoxine (vitamin B6) biosynthetic enzyme), BTA1(betaine lipid synthase), LYS4 (Homoaconitase), etc., 13 genes having roles in ribosome biogenesis and function such as RDN18, RBT7, RPS42, RPS28B, etc.; and 7 genes encoding for cell wall/ membrane-associated proteins (HSP30, TRY6, PGA10, HGT2, OPT1, OPT3, HXT5).
The GO annotation analyses of all 388 downregulated genes revealed a total of 99 GO terms (64 biological processes, 12 molecular functions, and 23 cellular components) enriched upon EDTA treatment (Table-S2 B, Fig. 2F). The highly significant downregulated biological processes GO terms are cellular and metabolic processes mostly involved in protein synthesis, ribosome biogenesis, and amino acid biosynthesis (GO:0009987, GO:0008152, GO:0006518, GO:0006412 etc..). Similarly, GO terms of molecular function (GO:1901363, GO:0003735, GO:0003676, etc.) genes encode for heterocyclic compounds binding, ribosome structural components, and RNA binding proteins; and GO terms of cellular component (GO:0110165, GO:0005737, GO:0005739, etc.) mostly indicate downregulated genes belong to cytoplasmic and mitochondrial components. To find out the gene networks that were inhibited upon EDTA treatment, STRING analysis was carried out (Table-S3 B). High confidence (0.7 confidence level) analysis revealed the downregulation of network proteins mostly involved in cytosolic and mitochondrial ribosomal proteins (Fig. 2 I, J). The cytoplasmic gene network involved in protein translation showed strong nodes between 74 genes, out of which 30, 31, and 13 DEGs belonged to 40S, 60S, and other related functions of translation (Table-S3 C, Fig. 2 I, Fig. S2 C). Similarly, a network of 56 genes involved in the mitochondrial ribosome and translation components was observed to be suppressed (Fig. 2 J). Since the stability and functions of ribosomes require various essential metals29, due to scarcity of those upon EDTA treatment, cells might have evolved a strategy to lower the ribosomal activity and metabolism by reducing ribosome and polysome composition both in cytosol and mitochondria.
EDTA alters the cell wall structure and composition
Since the cell wall and cell membrane components were upregulated and cytosolic biological processes were suppressed upon EDTA treatment, we examined any effect of EDTA on the ultrastructure of C. albicans cells by transmission electron microscopy. While the untreated C. albicans cells were oval-shaped, the EDTA-treated cells were mostly round-shaped with thicker cell walls (Fig. 3A). The thickness of the cell wall of EDTA-treated C. albicans cells was estimated to be 435.023 ± 22.3nm (∼400-600nm) which is ∼4 folds more than that of untreated (113 ± 31 nm, range of ∼70-140 nm). To rationalize the elevated thickness of the cell wall in CAET, the composition of the fungal cell wall was verified. The cell wall of C. albicans is composed of an inner layer of chitin, a middle layer of β-glucans, and an outermost layer of mannan30. These cell wall components were estimated by staining the cells with Calcofluor white (CFW), aniline blue, and Concanavalin A tetramethylrhodamine dyes, respectively, and analyzed further by FACS (Fig. 3 B-D). Our FACS analyses suggested that these components were increased by 0.5 to 2.5 folds when the C. albicans cells were exposed to EDTA, amongst mannan was the most deposited. The perfectly round shape structure of EDTA-treated C. albicans cells could be due to increased chitin and glucan content as they provide rigidity to the fungal cell wall and could help cells to withstand the metal scarcity associated stress.
Reduced level of total ribosomes in EDTA-treated C. albicans cells
Metal ions stabilize the secondary structure of rRNA, the association of ribosomal proteins to the ribosome, and the assembly of ribosomal subunits. Thereby, they are essential for maintaining the overall structure and translation activity of the ribosome29,31. On the other hand, ribosomes are equally important to maintain the cellular homeostasis of metal ions. Since we found a reduction in the RNA content of ribosomal and protein metabolism components upon treatment with EDTA, we intended to estimate the total ribosomes of C. albicans without and with 250 μM EDTA treatment. An equal amount of exponentially grown cells of two different concentrations were processed to isolate ribosomes by sucrose density gradient centrifugation and analyzed as described before32. A clear separation of all four different forms of ribosomes: 40S, 60S, 80S monosome, and polysome was observed in our fractionation in both EDTA-treated and untreated cells (Fig. 3E). The presence of higher amount of cell-free monosomes and polysomes indicated active protein translation in the cells. Interestingly, EDTA-treated cells possessed lesser volumes of 40S, 60S, 80S, and polysome fractions than those found in untreated C. albicans cells. This is most likely because of the suppression in the expression of genes involved in ribosome biogenesis in EDTA-treated cells.
EDTA-treated C. albicans cells interacted efficiently with macrophages
Innate immune cells are the first line of defense against any invading pathogens33. The immune cells like macrophages and neutrophils engulf C. albicans cells and produce reactive chemicals to eliminate the pathogen. As a counteractive measure, the fungal cells produce several enzymes and toxins to kill the host’s cells and evade the immune system. Since the cell wall is the first interacting interface between the fungal and host cells, the altered cell wall composition could alter the recognition and phagocytosis of fungal cells by macrophages. To examine and compare fungal uptake and clearance by macrophages, we co-cultured differential stained murine macrophages (RAW 264.7 cells stained with deep red) and untreated or EDTA-treated C. albicans cells (stained CFSE) in a 1:1 ratio and cells were taken out at different time points (1-3 hrs) for FACS analysis. A gating strategy to separate unstained and deep red stained cells during fluorescence acquisition in a flow cytometer and their analyses are depicted (Figure 4A i and ii and Fig. S2 D). Our FACS analysis of co-cultured cells revealed that within 1-3 hrs of co-culturing, about ∼78-90% of the macrophages were double-positive suggesting efficient uptake of fungal cells by the macrophages, which is equivalent to earlier reported phagocytosis efficiency34. However, a comparatively lower percentage of RAW cells was found to be interacting with CAET than untreated C. albicans cells (∼60% to 90%). At an initial time point of incubation (1 hr), macrophages engulfed untreated and treated fungal cells with equal efficiency (∼90%), however, phagocytosis reduced significantly at 3 hrs in the case of CAET than Ca (∼78 to 61%). To further validate it, internalized fungal cells were retrieved from the macrophages, and their survival was estimated by counting colony formation units (Figure 4B i and ii). The CFU analysis revealed more killing of CAET cells than Ca by macrophages. This result indicated a faster clearance of metals deprived condition grown C. albicans cells by macrophages. Similarly, PI staining of the co-cultured cells further confirmed more killing of macrophages when they interacted with unexposed than EDTA-exposed fungal cells (Figure 4C i and ii). These results implemented that C. albicans cells with thickened cell walls due to EDTA exposure get recognized and eliminated faster by immune cells than the wild type C. albicans cells in vitro.
EDTA-treated C. albicans cells exhibit attenuated virulence in mice model of systemic candidiasis and upon immunization, they efficiently protect lethal challenge of pathogenic C. albicans
The systemic challenge of C. albicans cells induces multi-organ failure in mice similar to in humans that eventually kill the host35,36. Since we observed a differential virulence of fungal cells when they were co-cultured with immune cells, we determined the disease-causing ability of these fungal cells in vivo. BALB/c mice (n=6) were injected with 5 × 105 fungal cells per mouse via the lateral tail vein and monitored their survival for a month (Figure 5A). Mice who suffered due to severe candidiasis succumbed or were sacrificed based on the humane endpoints. While the mice challenged with untreated C. albicans succumbed to infection within 8 days post-inoculation, the mice group injected with CAET survived similarly to the saline control group and they did not show any sign of infections. This result suggested that upon EDTA treatment, C. albicans cell loses its virulence attributes and become non-pathogenic. Therefore, we argued whether animals immunized with CAET can protect against the pathogenic challenge of raw C. albicans cells. To validate, two groups of BALB/c mice (n=6) were immunized intravenously either by saline or by 5 × 105 CAET fungal cells per mouse and after 30 days, they were re-challenged with the same inoculum size of untreated C. albicans cells per mouse and their survivability was monitored. Interestingly, while the saline control sham immunized mice succumbed to infections within 9 days, the CAET immunized mice survived and they survived till their natural death (orange vs brown lines). To re-validate it, the animal challenged experiment was repeated twice on different occasions and the results were very consistent (Fig. S3). We further confirmed the killing of mice due to pathogenic C. albicans challenge by histopathology of PAS-stained kidney sections and CFU analyses (Fig. 5 B and C). The CFU analysis of the vital organs such as the kidney, liver, and spleen confirmed the presence of C. albicans load (Fig. 5B). The kidney of infected mice had a higher fungal load (∼105 cells) than the other two organs liver and spleen (∼100-500 cells). PAS-stained cortex and medulla portion of the kidney depicted the presence of hyphal and round C. albicans cells. Our virulence-challenged analyses demonstrated that EDTA-treated C. albicans by altering its cell wall structure and gene expression reduces virulence potential drastically, and such strains might generate enough immune response to protect pathogenic WT re-challenge. More importantly, although the effect of EDTA on C. albicans growth was reversible by the addition of metals in vitro, that was not the case in animals as the CAET cells were attenuated, most probably due to the efficient fungal clearance mechanisms of the host as depicted in figure 4.
EDTA-treated C. albicans cells replicate in vivo and alter circulating immune cell profiles
C. albicans has to replicate in the host to cause diseases. Systemic circulation of fungal cells leads to colonization in various organs; therefore, sepsis and septic shock due to bloodstream fungal infections are the major causes of morbidity and mortality6,37. Since the EDTA-treated fungal cells were nonpathogenic, it was intriguing to determine their growth status and immune cell profiling of the host upon systemic inoculation to animals. Three groups of BALB/c mice were intravenously injected either with saline or by 5 × 105 of untreated or EDTA treated C. albicans cells per mouse. Similarly, two more vaccinated groups of mice (sham and CAET immunization) were generated and after 30 days, they were re-challenged with either saline or by WT C. albicans. Mice (n=5) were sacrificed at various time points and various tissues were collected (Fig. 5 D). The replication status of fungal cells was determined by counting the fungal load in various organs by CFU analyses (Fig. 5 E). A heavy fungal load in most of the tissues except the lungs of the 3rd and 7th day post-infected mice by untreated C. albicans was detected. As expected, the organs of the saline groups did not possess any fungal cells. While we could not detect the presence of C. albicans cells in the brain, liver, lungs, and spleen of animals infected with CAET in any post-days of infection, fungal cells were recovered from the kidney only in the 3rd and 7th days of post-challenge. On the 7th day, the fungal load in the kidney was ∼35-40 folds less in CAET-challenged mice (∼104 cells) than in Ca challenged mice group (∼3×105 cells). Thus, the high fungal load on the 7th day post infection by untreated C. albicans cells could be the major reason for the tissue damage to cause death in animals in 9 to 10 days (Fig. 5A). As we detected a gradual increase in fungal load from the 3rd to 7th days but no or undetectable level of fungal cells after 7 days of infection in mice challenged with CAET cells, it suggested that these cells replicate but get eliminated faster from the system leading to the survival of animals. More importantly, the kidney tissues of vaccinated re-challenged mice group (1° CAET 2° Ca) also possessed minimal fungal burden (3×103 cells) only at 7th day post infection and no detectable fungal cells beyond this time point. This result suggested a faster clearance of WT cells leading to mice survival most likely due to a robust protective immune response generated upon CAET vaccination (Fig. 5E). PAS staining of kidneys further confirmed high fungal load in untreated than EDTA treated C. albicans cells in the 3rd and 7th day of post-infection. More purple stains signified more of a fungal load (Fig. S4 A).
Quantitative and qualitative aberrations of immune cells like neutrophils and monocytes are found to be linked to systemic candidiasis. To get an overview of systemic levels of various immune cells upon C. albicans infections, the blood of different groups of mice was analyzed to determine any alterations in blood cell profile using a blood counter (Fig. 5F and Fig. S4 B). A noticeable increase of about 2 to 5 folds in peripheral WBC, monocytes, granulocytes (neutrophils, eosinophils, and basophils), and platelet levels but reduced RBC were observed in Ca infected mice in comparison to those in saline group mice in both 3rd and 7th days of post-infection. Interestingly, CAET infected mice showed mild alteration only in WBC and platelet counts in comparison to the control group. This result again confirms attenuated virulence of C. albicans upon EDTA treatment. The levels of lymphocytes, and other RBC-associated parameters (MCH, MCHC, and MCV) did not alter significantly and remained the same in all three groups of mice (Fig. S4 B).
EDTA-treated C. albicans cells induce balanced levels of cytokines and chemokines production
Involvement of the pattern recognition receptor (PRRs) of macrophages, dendritic cells, etc. in recognizing fungal pathogens induces multiple cytokines and chemokines, which in turn activate a cascade of host immune responses. These messenger levels are found to have differed in different sites of infections and responses to the virulence status of C. albicans38. For our analysis, we estimated circulating serum cytokine and chemokine levels in virulent and avirulent fungal-challenged mice and compared them with the saline group in a time-dependent manner by using a multiplex array system (Fig. 6). Despite differential rates of replication in vivo, both untreated and EDTA-treated C. albicans induced all cytokine and chemokine levels in infected group mice, albeit with different kinetics. On the 3rd day of infection, the level of most of the cytokines except IL-12(p70), IL-10, IL5, IL3, IL-1β, and chemokines except MIP-1α was almost equal in both the fungal infected group of mice that increased significantly in comparison to that in the control group suggesting triggering of early inflammatory response. While we observed a gradual reduction of these messenger levels towards the basal levels in mice only infected with CAET from 3 to 30 days post-challenge, they mostly increased significantly on the 7th day of Ca-challenged mice, which might have created enough immunosuppressive environments, allowing fungal propagation and systemic fungal infection leading to host tissue damage and death at the 9th day onwards. IL-10 is an anti-inflammatory cytokine that blocks the production of other cytokines from T helper-1 (Th-1) cells33. It is well accepted that the Th-1 responses dominate over the Th-2 responses in determining the protective or non-protective immunity against Candida challenge39. Fungal infections inducing the Th-1 cytokines (e.g. IFN-γ, TNF-α, and IL-2) in the serum of infected individuals have been reported and these are involved in macrophage activation, nitric oxide production, and cytotoxic T lymphocytes proliferation to enhance phagocytosis and fungal clearance9. Upon pathogenic challenge, we also observed induction of Th-1 lineage cytokines in infected mice but their levels also only reduced gradually in CAET challenged group mice. The pro-inflammatory Th-2/Th-17 cytokines IL6, IL9, and IL17 levels increased in the serum of fungal-challenged mice. IL-17 is a pro-inflammatory cytokine, that upregulates several chemokines and matrix metalloproteases through the NF-KB and MAPK signalling pathways, leading to the recruitment of neutrophils into the sites of inflammation. IL-6-deficient mice are more susceptible to invasive candidiasis than wild type mice, which suggests that IL-6 release is fundamental during fungal infection and the severity of sepsis. The levels of chemokines like RANTES, MCP-1, MIP-1 (α and β), KC, and EOTAXIN were found to be high in the serum of fungal-infected mice, and similar observations were found in the kidney and spleen tissues of infected murine in an earlier study38. Taken all together our data suggest that while a critical balance of the pro-and anti-inflammatory cytokines is maintained for a long duration in mice challenged with EDTA-treated C. albicans to induce antifungal protective immunity, both of these cytokines remained high in pathogenic challenged mice group leading to immunosuppression and death. Altogether this study found that CAET cells are non-pathogenic and boost the immune response to protect against lethal fungal challenges in a pre-clinical model; thus, CAET could be explored further as a potential whole-cell vaccine candidate.
Discussion
Nutritional immunity is an alternative strategy employed by the host during its interaction with microbes to alter metal homeostasis and control the pathogen’s growth14. As the critical concentrations of essential metals are important to maintain metabolic status, both metal deficiency and overload can result in abnormal cellular function. This study explored the effect of metal chelators specifically EDTA as a component of nutritional immunity on C. albicans biology (Fig. 7). Here we found that EDTA inhibits biofilm formation and the growth of C. albicans in both liquid and solid media. Other metal chelators like DTPA, aprotinin, TPEN, and CE also inhibited the survival of C. albicans. The limited antifungal effect of EDTA on fungal colonization and growth by chelating calcium ions from the medium has been shown in earlier studies40,41,42. These chelators were also shown to synergize with antifungals like azoles and caspofungin to inhibit fungal growth and biofilm formation43,44,23,45,46. All these reports including ours establish the importance of metals in C. albicans pathogenesis and these reagents should be explored as an antifungal agent either in a mono-or combinatorial therapy. Although the antifungal property of metal chelators has been known for a while, this is the first report to explore whether EDTA or any other metal chelator can also attenuate virulence of a fungal pathogen.
Next, we provide a comprehensive view of transcriptomic changes associated with the treatment of C. albicans with EDTA and their effect on fungal pathogenesis. Major changes in the expression of key genes and pathways associated with C. albicans were metal transport and homeostasis, pathogenesis processes, ribosome biogenesis, and metabolic enzymes among others. While the cell wall and membrane-associated components were upregulated, cytosolic components were downregulated upon EDTA exposure. This suggests that due to the scarcity of essential metals, C. albicans induces its metal uptake ability by expressing various transporters, at the same time; it reduces metabolic activities including protein synthesis by reducing ribosomal genes. As ribosome structure and stability requires a high concentration of divalent metals, C. albicans reduced their expression so that cells survive with a minimal concentration of available metals. To our surprise, only the iron (CFL5, CFL2, CSA2, CSA1, HAP3, FRE9, ARH2, FTR1, FTR2, FET3, SIT1, and FTH1,) and zinc (ZRT1, ZRT2, CSR1, PRA1) transporters were upregulated upon EDTA treatment, whether these genes are also involved in the transportation of other metals like magnesium, manganese, etc. require further investigation. As reported earlier ALR1, MRS2, LPE10, and MNR2 are required for magnesium transport23,47,48, however, the expression of these genes remains unaltered in our analysis. Most of these upregulated genes involved in metal homeostasis are also found to be associated with fungal virulence. For example, PRA1 and ZRT1 collaborate to sequester zinc and mediate endothelial damage of host cells18. Another report suggested Pra1 be a virulence factor that blocks fungal immune recognition and inhibits recruitment, adhesion, and effector functions of both the host’s innate and adaptive immune responses49. A phosphate transporter PH087 was also highly upregulated, and the role of phosphate metabolism in virulence was shown in the past50. Most likely, EDTA also caused phosphate starvation. The outer layer of the C. albicans cell wall is enriched in highly glycosylated proteins like the GlycosylPhosphatidylInositol (GPI)-anchored proteins (GpiPs)51 and this study revealed upregulation of many such proteins like PGA7, PGA13, PGA17, PGA19, and PGA31. Some of these GpiPs are involved in cell wall synthesis, morphogenesis, and adhesion. Accordingly, these genes might have contributed to the increased thickness of the cell wall upon EDTA treatment due to the deposition of mannan, β-glucan, and chitin. Consistent with this, an earlier report showed that deletion of PGA13 caused increased sensitivity to Congo red, Calcofluor white, and zymolyase; delayed filamentation, increased adherence, and reduced virulence in a mouse model52. Similarly, the pga7ΔΔ mutant also exhibited reduced virulence in the murine model of systemic candidiais27. The pga31ΔΔ mutant shows modifications in the cell wall composition and caspofungin sensitivity53. EDTA treatment also enhanced the expression of a small network of well-characterized genes associated with filamentation and pathogenesis of C. albicans (BRG1, TEC1, UME6, HWP1, HGC1, SAP5, and SAP6). Secreted aspartyl proteinases (Saps) are encoded by a multigene family of at least nine members (SAP1 to SAP9) and Sap4, Sap5, and Sap6 isoenzymes are important for the normal progression of systemic infection by C. albicans in animals54. Hwp1 is a hyphal-specific cell wall protein and its role in virulence is debatable55,56. UME6 is a transcriptional regulator which is induced in response to environmental cues and the ume6ΔΔ mutant exhibits a defect in hyphal extension and is attenuated for virulence in animal model57. HGC1 is a hypha-specific G1 cyclin-related protein involved in hyphal transition and virulence28. Transcription factors like Bcr1, Brg1, Rob1, Hgc1, and Tec1 were shown to be involved in biofilm formation as loss of any one of these regulators significantly compromised biofilm formation both in vitro, and in vivo58. Contrary to all these reports, despite the upregulation of these virulence genes, our study showed EDTA inhibiting biofilm formation of C. albicans in vitro and virulence in cellular and animal models. Among the down-regulated genes, genes of the ribosome, and one carbon metabolic process stood out. Out of 388, the expression of 74 cytoplasmic and 56 mitochondrial ribosome genes was suppressed; accordingly, a lesser quantity of polysome was isolated and which could affect overall protein synthesis and metabolism, thus, inducing a dormant phase of growth in C. albicans. About 34 down-regulated genes (LYS2, GCV2, ARG5, ARO8, CHA1, ARO3, ASN1, LEU42, LYS9, HIS4, AAT22, ILV6, TRP5, GDH3, PUT1, ILV5, GCV1, ARG1, ARO2, ARO4, MET6, SAH1, ARG4, MIS11, LYS22, SER2, DFR1, LYS4, LYS12, LEU4, ECM42, ILV3, PUT2, and GCV3) are involved in one carbon metabolisms and all these enzymes require divalent metals as a cofactor59. It implies that upon EDTA treatment, most of the energy was consumed by C. albicans cells to increase the efficiency of the cell wall and membrane components and kept the cytosolic activity to a minimum to withstand the metal deficiency.
Although some of the virulence genes were upregulated upon EDTA treatment and their specific deletions are known to cause attenuated virulence in animal models, CAET cells were eliminated faster by macrophages and became avirulent in mice. It emphasizes that virulence of C. albicans is very complex and multifactorial, and requires a network protein to manifest candidiasis. In this study downregulation of ribosome biogenesis and metabolic enzyme synthesis seem to be the predominant factor to suppress the virulence of C. albicans, whereas overexpression of cell wall-associated virulence genes might play a role in enhancing recognition by the immune cells and host immune responses. Unlike untreated C. albicans which multiplies in the host rapidly and at day-7, it reaches the maximum in most of the essential organs causing death on the 9th -10th day, the CAET cells multiplied very slowly in infected organs and were cleared from the system by the 30th day. About 30-fold fewer fungal cells in CAET challenged than that in the WT inoculated group of mice were observed on 7th days post-infection, that also only in the kidney. Host defense against systemic Candida infection depends mostly on the efficacy of phagocytosis of fungal cells by innate immune cells. This study showed an increased number of monocytes, granulocytes, and platelets in the circulation of mice infected with Ca than in CAET. This also suggests differential virulence properties of these two fungal strains. The fungal cell wall is the first point of contact with the innate immune system and plays an important role in recognition by neutrophils and macrophages. β-glucan of C. albicans cell wall is recognized by dectin-1/ Toll-like receptor-2 (TLR2) receptor as the major PAMPs that trigger both host protective immunity and pathogenic inflammatory responses. The mannose receptor (MR) and TLR4 recognize N-linked and O-linked mannans, respectively9. The thick cell wall of CAET contained a higher proportion of glucan and mannans, and these constituents probably played a role in efficient phagocytosis and clearance by the macrophages than the untreated C. albicans cells. CFU analysis and PI staining confirmed active immune evasion by raw C. albicans cells. To analyze differential immune responses by the fungal strains, 16 cytokines and 6 chemokines from the serum of infected mice were estimated. Induction of anti-inflammatory cytokines such as IL-10, IL-1β, IL-4, etc. by pathogenic C. albicans as early as 3 -7 days post-infection could cause immune-suppression, while the increased levels of pro-inflammatory cytokines like TNFα, IL6, IL17, etc. during the same period may lead to heavy inflammation and tissue damage. Both these parameters might have promoted excessive fungal growth, sepsis, and host tissue damage to cause the death of untreated C. albicans challenged mice within 10 days. However, in CAET-infected mice, a critical balance of pro- and anti-inflammatory cytokines was developed. Both pro- and anti-inflammatory cytokines and chemokines levels gradually decreased from the 3rd day to 30th day, but a critical level above basal was still maintained to provide protective immunity, thus by immunization with CAET, animals got protected from the lethal challenge of C. albicans. Differential levels of cytokine induction in untreated Vs EDTA-treated C. albicans infected mice again suggested possible involvement of T-cells as they are the major producers and effectors of these messengers. The protective immunity against fungal pathogens is mostly dependent on the activation of ‘protective’ Th-1 and ‘non-protective’ Th-2 responses9. Cytokines IFNγ, IL-2, IL-12, and IL-18 produced by Th-1 response lead to the activation of macrophages, generation of cytotoxic CD4+ T cells, production of opsonizing antibodies, and delayed type hypersensitivity. IFNγ is central to ant-fungal resistance against systemic candidiasis as the IFNγ knockout mice are highly susceptible to disseminated C. albicans infection60. IL-12(p70) consists of 2 subunits, IL-12p35 and IL-12p40 that act on NK and T cells to produce IFN-γ which in turn stimulates monocytes and macrophages to produce IL-12. Deficiency of IL-12 or IL-12R genes leads to enhanced fungal infections. Our analyses also clearly demonstrated a higher and consistent level of Th-1-produced cytokines in CAET-infected mice, probably responsible for anti-candidal defense. On the other hand, as the Th-2 responses are deleterious during fungal infections10,61, an optimal balance between Th-1 and Th-2 responses was maintained in CAET-challenged mice than WT-challenged mice. IL-4, IL-5, and IL-13 cytokines are produced during the Th-2 response and are responsible for the production of non-opsonizing antibodies, allergic reactions, and the suppression of inflammatory reactions caused by Th1 cytokines. Exogenous supplementation of recombinant IL-4 to mice increases susceptibility to invasive fungal infections, again suggesting the deleterious effects of Th2 responses62. Th17-response results in the production of IL-17, IL-21, and IL-22 cytokines. IL-17 facilitates neutrophil recruitment to the fungal infection sites and plays a critical role in host defense. Accordingly, IL-17R null mice are highly susceptible to systemic candidiasis63. Other cytokines such as TNF-α, IL-6, and GM-CSF are also involved in neutrophil recruitment during candidiasis, and high levels of these cytokines are also maintained in CAET-infected mice64. Chemokines are critical for immune cell trafficking during pathogen attack and they are released at an early stage of fungal infection, and bind to their respective receptors to trigger interleukins and other cytokines production to promote fungal clearance65. This study reports higher levels of CC-type chemokines (MCP-1, MIP-1a, MIP-1b, RANTES, and EOTAXIN) in immunized mice. Platelets are known to produce some of these immune mediators like RANTES and PF4 with antimicrobial activity against Candida species, and platelet-rich plasma inhibits the growth of Candida66. Our data clearly showed high platelet counts in WT-infected mice than in CAET-infected mice. Apart from innate and adaptive immunity, trained immunity also seems to be critical to providing immunological memory that is dependent on epigenetic reprogramming of innate immune cells9. It has been suggested that the trained immunity is induced through the binding of dectin-1 to the βglucans of C. albicans followed by activation of the non-canonical RAF1-cAMP signaling pathway causing epigenetic imprinting through histone methylation and acetylation, thereby, it boosts pro-inflammatory cytokines production in trained monocytes and macrophages. As the EDTA-treated C. albicans cells have a high level of βglucans and upon its immunization, the animals survived the further lethal challenge of WT strain, the role of trained immunity cannot be ruled out. Whatever the possible immunity mechanism could be, nevertheless, the CAET strain has the potential to develop as a whole-cell vaccine strain, and a detailed investigation of fungal immunity developed by CAET is anticipated.
Materials and Methods
Animal Ethical clearance
Mice and protocols involving animals were approved by the Institutional Animal Ethical Committee, Institute of Life Sciences, Bhubaneswar, India, with a Permit Number ILS/IAEC-133-AH/AUG-18. The mice experiments were conducted following the guidelines of the institute.
Animal, strains, and growth conditions
BALB/c female mice of 6-8 weeks old were procured from the institute animal house and maintained in individually ventilated cages under the standard condition with ad libitum. C. albicans (SC5314) strain was cultivated in YPD nutrient media. The yeast cells were stocked in 30 % glycerol and kept at -80 °C for longer storage. For all experiments, C. albicans pre-culture was made by growing cells for 16-18 hrs in YPD growth media at 30 °C with continuous shaking at 200 rpm.
Growth curve and CFU analysis
The overnight C. albicans pre-culture was diluted to an OD600nm=0.5 in YPD media, with each tube containing a final volume of 10 ml. Except one, these cultures were treated individually with 8 µM MgSO4, 8 µM ZnCl2, 8 µM FeCl2, 8 µM MnCl2, 250 µM EDTA + 8 µM MgSO4, 250 µM EDTA + 8µM ZnCl2, 250 µM EDTA + 8µM FeCl2, and 250µM EDTA+8µM MnCl2. Similarly, the metal chelators used for the further analysis were 250µM DTPA/pentetic acid, 250µM BPTI/Aprotinin, 100µM TPEN, and 100µM CE. Over the next 24 hrs, the OD600nm and colony forming unit efficiency of the untreated and treated culture were monitored. For CFU analysis, the cultures were serially diluted in autoclaved distilled water and around 100-150 µl of diluted cultures were spread onto the YPD agar plates. The plates were incubated, colonies calculated, and the graph was plotted against time using Graph Pad Prism version 8.0. The experiment was repeated thrice with biological duplicates.
Biofilm formation assay
Biofilm of C. albicans was developed by growing diluted overnight culture in YPD broth (OD600nm=0.5) in a 24-well polystyrene plate for 24 hr in a static condition at 30 °C as described before19. After, 24 hr of biofilm formation, the biofilms were either kept untreated or treated with 250 µM EDTA or mentioned concentrations of other metal chelators (DTPA, Aprotinin, TPEN, and CE), 8 µM MgSO4, 8 µM ZnCl2, 8 µM FeCl2, 8 µM MnCl2, 250 µM EDTA + 8 µM MgSO4, 250 µM EDTA + 8µM ZnCl2, 250 µM EDTA + 8µM FeCl2, and 250µM EDTA+8µM MnCl2; and again, incubated for another 24 hr. After a total 48hr of incubation, the supernatant was gently removed without disturbing the biofilm and the wells were washed with 1X PBS twice. The biofilm so obtained was treated with 0.1% crystal violet and left for 20 minutes to stain at 25 °C. The plate was allowed to air dry and the bound dye was then re-suspended in 33% glacial acetic acid, and absorbance was recorded at 570 nm using a Perkin-Elmer plate reader. The experiments were repeated twice with biological triplicates. Similarly, biofilms were formed and treated in 8 well-chambered slides, images were obtained after staining with 1% acridine orange using Leica TCS SP8 confocal scanning system with where excitation at 483 nm and emission with 500 to 510nm band-pass filter were used.
RNA extraction and sequencing
The pre-culture of C. albicans was diluted to an OD600nm=0.5 in 5 ml of YPD media. The culture was treated with 250 µM EDTA and allowed to incubate along with the untreated control culture for the next 6 hrs at 30 °C with proper agitation. The total RNA was isolated by using MagSure All-RNA Isolation Kit, according to the manufacturer’s instructions. The absorbance ratios of 260/280 and 260/230 were estimated using NanoDrop2000 to assess the concentration of RNA samples. Samples were also examined in 1 % agarose gel run at 70 V. The RNA was stored at -80 °C. Before RNA sequencing, QC was performed to check the quantity and integrity of RNA samples by using NanoDrop One and Qubit. The integrity of the RNA was checked by running on an Agilent Tapestation 4200 RNA HS Screentape to determine the RNA Integrity Number (RIN). For library preparation, RNA with >8 RIN values was processed. About 1 μg of RNA samples was depleted of Yeast rRNA using QIAseqFastSelect−rRNA yeast kit (Cat. no. 334215), according to the manufacturer’s protocol. The NEBNext(R) Ultra II Directional RNA Library prep kit from Illumina (Cat. no. E7760L), was used to construct double-stranded cDNA libraries from the rRNA-depleted RNA. The cleaned libraries were quantitated on QubitRflurometer and appropriate dilutions were loaded on a High sensitivity D1000 screen tape to determine the size range of fragments and the average library size (288-311 bp), followed by sequencing using Illumina NovaSeq.
Transcriptomics analysis
RNA-seq using Illumina generated raw data in FASTQ format. The raw data was analyzed using CLC genomics workbench 22.02 and quality control was assessed using the QC plugin of CLC to generate a minimum read length of 151 base pair. In order to filter and remove rRNA reads, SortMeRNAv4.3.6 was used. Further quality trimming was performed to remove adaptors and low-quality ambiguous bases. Mapping of trimmed reads performed using C. albicans SC5314 reference genome (assembly ASM18296v3) downloaded from NCBI database. The uniquely mapped reads were selected as default followed by transcripts per million (TPM) as raw expression value. Gene expression (GE) track was used for profiling the differential gene expression, subsequently normalizing the trimmed mean of M values (TMM) using the edgeR method. In order to find the significant genes, two cut-off parameters; false discovery rate (FDR) cut-off ≤ 0.05 and log2 fold change (FC) cut-off ≥ 1 were applied to produce a differential gene expression (DEG) profile. Principal component analysis (PCA) was performed within R to project the high dimensional dataset onto a 2D or 3D plain based on the principal component specifying larger-sized variabilities. Data was represented and visualized through a heat map using the normalized log CPM values. The volcano plot was used to feature the gene of interest at the upper left- and right-hand corners, where log2 fold changes were plotted on the x-axis, and the -log10 p-values plotted on the y-axis. Pathway enrichment analysis was created based on gene ontology (GO), where GO terms were over-represented in a set of differentially expressed genes using ignore features with mean RPKM = 5, minimum absolute fold change = 1.5, and FDR p-value ≤ 0.05. KOBAS (KEGG Orthology Based Annotation System), a web server for gene/protein functional annotation (Annotation module) and functional set enrichment (Enrichment module) was used for pathway enrichment analysis. Gene interaction networks and protein-protein associations have been created using the STRING app. STRING software version 11.5 was used to undertake active parameters like text-mining, experiments, databases, co-expression, neighborhood, gene fusion, and co-occurrence for upregulated DEGs, while for downregulated DEGs, only the experimental parameter was considered. An interaction score of 0.7 (High confidence) was followed for all the STRING analyses.
Real-time and qRT-PCR
To validate the RNA seq data, cDNA was synthesized from 1000 ng RNA using a high-capacity cDNA synthesis kit (Thermo Fischer Scientific). The cDNA stock was diluted 30 times with nuclease-free water to prepare the working cDNA. For qRT, 5 μl of diluted cDNA along with 10 pM each from forward-reverse primers, and 2x SyBR Green reagent (Applied Biosystems™ PowerUp™ SYBR™ Green Master Mix, Thermo Fischer Scientific) was used. The amplification program consisted of the cyclic condition comprising 95 °C for 10 min on the holding stage, 95 °C for 15 sec, and 60 °C for 1 min on the PCR-cyclic stage, and 95 °C for 15 sec, 60 °C for 1 min and 95 °C for 15 sec on melting-curve stage, and 4 °C hold at one cycle (QuantStudio 3.0, Applied Biosystems). The mean Ct value of technical replicates from the standard curve was analyzed and plotted using The Graph Prism 8.0. Semi-quantitative RT-PCR assay was preceded with 10X PCR buffer, 10 mM dNTPs, 10 pM concentration of each forward and reverse primers, and DNA Taq Polymerase. Samples were checked on agarose gel including GAPDH as a housekeeping gene. All the PCR primers and cyclic conditions are mentioned in Suppl. Table S6.
Transmission electron microscopy
The ultrathin section of C. albicans and EDTA-treated C. albicans cells were examined and visualized by TEM. The C. albicans cells were subjected to aldehydes for pre-fixation and osmium tetraoxide for post-fixation followed by contrast staining using uranyl acetate as described before36. The hardened sample blocks were sectioned using Leica EM UC7 microtome and the samples on the copper grids were visualized under the JEM-2100Plus JEOL TEM imaging machine.
Measurement of cell wall contents by flow cytometry
The pre-culture of C. albicans was diluted to an OD600nm=0.5 in 5 mL of YPD media. The culture was then treated with 250 µM EDTA and allowed to grow along with the untreated culture for 6 hrs at 30 °C and 200 rpm. For β (1, 3)-glucan estimation, aniline blue dye (Sigma, Cat. no. B8563) was added to 1 × 106 C. albicans cells/ml in a 1:1 ratio and incubated for 30 min at 30 °C. For chitin estimation, 1 × 106 cells/ml were treated with 2.5 µg concentration of Calcofluor White (Sigma, Cat. no. 910090) and incubated for 15 min at 25 °C. Likewise, for the estimation of mannan, we used 10 μl of concanavalin A (1 mg/ml, Thermo Fischer Scientific, Cat. no. C860). The stained cells were centrifuged at 12,000 g for 1 min. The cell pellet was washed twice with 1 ml 1 X PBS and finally resuspended in 500 µl 1X PBS. The stained cells were then transferred to FACS tubes for acquisition. All the control and treated samples were acquired by BD LSR Fortessa Cell Analyzer using UV laser (350 nm) with a bandpass filter (450 nm/500 nm). The mean fluorescence intensity was obtained from the unstained and stained yeast cells and processed in flowJo software version 10.8.1. The assays were repeated twice with biological triplicates.
Polysome isolation and profiling
Polysome and its fractionation were carried out by using a protocol described before with slight modification32. Briefly, to isolate cell-free total ribosomes, C. albicans pre-culture was diluted to OD600nm of 0.5 in YPD media to obtain 250 ml each in two flasks. While one of the cultures was treated with 250 μM EDTA, the other flask was kept untreated. The sub-cultures designated as Ca and CAET, respectively, were allowed to grow for ∼ 6 hrs at 30 °C and 200 rpm until the OD600 nm becomes 0.8 – 1.0 (exponential phase). Cycloheximide (100 mg/ml) was added to the cultures 5 min before harvesting the cells. The cultures were kept for 15 min on ice and then centrifuged at 3000g at 4 °C for 5 min. The pellet was washed using 0.1 % autoclaved DEPC treated water and resuspended in 1.3 times total volume of the pellet weight using a lysis buffer (1 M Tris-Cl, 2 M KCl, 1 M MgCl2, 10 % NP-40, 5 µl RNase Inhibitor, 20X Protease Inhibitor EDTA free, 200 µg/mL Cyclohexamide, DEPC H2O). The re-suspended pellet was mixed thoroughly and 0.6 volume of acid-washed glass beads were added and homogenized in 5 cycles, each comprising 40 sec of vortexing at 6 m/s speed, with 2 min of ice incubation in between the cycles. The suspension was centrifuged at 3000g at 4 °C for 10 min, the top lipid layer was carefully removed, and the supernatant was collected in a fresh tube. Subsequently, two additional rounds of centrifugation were carried out at 13K rpm at 4 °C and each for 30 min. After each centrifugation, the supernatant was collected and transferred to a fresh Eppendorf tube. The absorbance of the supernatant was checked at 260 nm and the final OD for both the samples was adjusted to 20. For the preparation of a linear sucrose gradient, 10 % and 50 % sucrose were taken in polyallomer centrifuge tubes and the gradient was formed using a gradient maker (Gradient MasterTM from BioComp). The cell free extracts (200 or 400 μl of OD=20) were added to the 10%-50% sucrose density gradients carefully, and ultracentrifuged using a SW41Ti rotor and Beckman Coulter Ultracentrifuge at 39K rpm for 2.5 h at 4°C with the vacuum level of 200 microns. After the centrifugation, the fractions were collected carefully and the polysome profile was analyzed using the Density Gradient Fractionation System, which continuously scanned absorbance at 254 nm. The Density Gradient Fractionation System (BIOCOMP) was switched on approximately 1 hr before fractionation to ensure its readiness.
Macrophage Interaction
About 5 × 105 RAW 264.7 macrophage cells were seeded in a 12-well polystyrene plate containing DMEM supplemented with 10 % FBS. After 24 hrs of incubation, macrophages were washed with only DMEM and stained with a cell tracker deep red dye. After 45 min of incubation at 37 °C in a CO2 incubator, the wells were washed with DMEM. The same number (5 × 105) freshly harvested C. albicans cells (Ca and CAET) were stained with CFSE for 1 hr. After straining, they were washed with 1X PBS and resuspended in DMEM media. The CFSE-stained fungal cells were added to each well having deep red-stained RAW cells and co-cultured at 37 °C. The control wells contained stained RAW cells only. At three different time points 1 hr, 2 hrs, and 3 hrs, the supernatant was discarded from the well to remove any non-phagocytosed fungal cells. The adhered cells were scrapped and transferred into the FACS tubes. After centrifugation, the cell pellet was resuspended in 500 µl of FACS buffer. The stained RAW cells were used for making a suitable gating strategy during fluorescence acquisition in a flow cytometer. The phagocytosis was determined by gating the cells and calculating the percentage of double-positive cells (CFSE-FITC & deep red-APC). For fungal clearance assay, a similar co-culture experiment was carried out by taking unstained macrophage cells but stained C. albicans cells. After completion of each time interval, the supernatant was aspirated to remove any free fungal cells and 1 ml of autoclaved warm distilled water (50 °C – 60 °C) was added to each well to release the phagocytosed C. albicans. The cells were scrapped and pooled down to the tube. Serial dilutions of cells were plated on a YPD plate treated with chloramphenicol. The plates were incubated at 30 °C for 48 hrs and CFU was determined. In macrophage killing assay, the wells comprising the macrophage-fungal cells co-culture were washed with 1 ml 1X PBS and stained with 200 ng/mL propidium iodide (MP-Biomedicals). Images were captured under a fluorescence microscope (EVOS imaging system; Thermo Fischer Scientific) after 2.5 hrs of incubation. The experiment was carried out in triplicates.
Systemic candidiasis in mice
6-8 weeks BALB/c female mice were housed in a controlled and ventilated environment. To prepare the inoculum, the C. albicans pre-culture was diluted to an OD600nm=0.5 in YPD. About 10 ml of the diluted culture was grown further either untreated or treated with 250 μM EDTA for 6 hrs at 30 °C with shaking at 200 rpm. Both untreated and treated cells were harvested, re-suspended in 1X PBS, and cells were counted by using Neubauer chamber slide and online hemocytometer software (HemocyTap), and further confirmed by plating and CFU counting. After 7 days of acclimatization, depending upon the experiments groups of mice (n=5/6) were challenged intravenously either with 5 ×105 CFU of C. albicans Ca or CAET or the same volume (100 μl) of saline. The survivability of mice was monitored for 30 days. Based on the humane endpoints mice were sacrificed. For kinetic analysis, mice were sacrificed on mentioned days post-infection. Various essential organs (brain, lungs, kidney, liver, and spleen) were excised for CFU analysis and PAS staining. For blood cell profiling and cytokine estimation, blood was taken out just before sacrificing. CFU analysis was carried out immediately after the dissection. The organs were thoroughly washed with PBS, homogenized in 1ml of PBS, and appropriate serial dilutions were plated on YPD agar plates supplemented with 100 μg Chloramphenicol. The plates were incubated overnight to determine CFU/organ. The CFU/organ and survival curves were plotted using GraphPad Prism 8 software. Mouse kidney paraffin sections were stained with PAS reagents as per the manufacturer’s instructions and imaged under a Leica DM500 microscope.
Blood cells Profiling
Blood was obtained by slitting a small incision on the mice tail with the help of a scalpel and collected in tubes pre-filled with K2-EDTA in a 1:10 ratio (Blood: K2-EDTA). About 20 μl EDTA-anti coagulated blood samples were taken up in plastic capillaries (Kunstsoff-Kapillaren; 100120) and examined using an Exigo Blood Analyzer within 2 to 4 hrs since the withdrawal of the blood.
Cytokine and chemokine estimation
The BALB/c mice (n=3) from each category were intravenously injected with 5 × 105 CFU/ml Ca and CAET, and saline was taken as control. The mice were sacrificed and the heart was punctured to obtain 500 µL of blood. The collected blood was stored at 4 °C overnight in an inclined position. Following the day, serum was collected carefully from each blood sample and transferred to a fresh tube. The collected serum was centrifuged at 5000 g for 20 min. The supernatant was collected and the level of the cytokine and chemokine was estimated by using Bio-Plex ProTM Mouse Cytokine standard 23-Plex (Bio-Rad, USA, Cat. no. 10014905). The kit was inbuilt and supplemented with 23 analytes. The graph was plotted using the Graph Prism 8 software.
Abbreviations
EDTA: Ethylenediaminetetraacetic acid
CAET: EDTA-treated C. albicans
Ca: untreated/raw C. albicans
DTPA: Diethylene triamine pentaacetic acid
TPEN: N,N=,N=-tetrakis(2-pyridylmethyl)ethane-1,2-diamine
CE: Ciclopirox ethanolamine, CFU: Colony forming units
Availability of data and materials
Raw RNA seq reads were deposited in a public database and can be retrieved by using the accession number PRJNA1010013. Rest of the data has been provided in the paper.
Competing interests
NA and SB are listed as inventors in a related patent application. The remaining authors declare no competing interests.
Funding
This work was supported by the intramural core grant from ILS and extramural research funds from DBT, India (BT/PR32817/MED/29/1495/2020).
Acknowledgements
We thank Mr. Sitendra Prasad Panda and Mr. Paritosh Nath for their technical assistance. Dr. Sarita Jena, Mr. Biswajit Patro, and Mr. Subrat Kumar Naik for technical assistance and nurturing of the animals were highly appreciated. Ms. Tanvi Sinha and Dr. Amaresh Panda for helping us during polysome isolation and profiling. We thank our other laboratory colleagues for their thoughtful discussion. SB and SRS are grateful for SERB/UGC-Senior Research Fellowships and AD is thankful for the DBT-RA fellowship. ILS animal house, TEM Imaging, and FACS facilities are highly acknowledged.
References
- 1Hidden killers: human fungal infectionsSci Transl Med 4https://doi.org/10.1126/scitranslmed.3004404
- 2Commensal Fungus Candida albicans Maintains a Long-Term Mutualistic Relationship with the Host To Modulate Gut Microbiota and MetabolismMicrobiol Spectr 10https://doi.org/10.1128/spectrum.02462-22
- 3The evolution of drug resistance in clinical isolates of Candida albicanseLife 4https://doi.org/10.7554/eLife.00662
- 4Antifungal Drug Resistance: Molecular Mechanisms in Candida albicans and BeyondChem Rev 121:3390–3411https://doi.org/10.1021/acs.chemrev.0c00199
- 5Single human B cell-derived monoclonal anti-Candida antibodies enhance phagocytosis and protect against disseminated candidiasisNature communications 9https://doi.org/10.1038/s41467-018-07738-1
- 6Vaccines against candidiasis: Status, challenges and emerging opportunityFront Cell Infect Microbiol 12https://doi.org/10.3389/fcimb.2022.1002406
- 7A Fungal Immunotherapeutic Vaccine (NDV-3A) for Treatment of Recurrent Vulvovaginal Candidiasis-A Phase 2 Randomized, Double-BlindPlacebo-Controlled Trial. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America 66:1928–1936https://doi.org/10.1093/cid/ciy185
- 8A virosomal vaccine against candidal vaginitis: immunogenicity, efficacy and safety profile in animal modelsVaccine 30:4490–4498https://doi.org/10.1016/j.vaccine.2012.04.069
- 9Immune defence against Candida fungal infectionsNat Rev Immunol 15:630–642https://doi.org/10.1038/nri3897
- 10Immunity to fungal infectionsNat Rev Immunol 4:1–23https://doi.org/10.1038/nri1255
- 11Partial protection against experimental vaginal candidiasis after mucosal vaccination with heat-killed Candida albicans and the mucosal adjuvant LT(R192G)Medical mycology 40:291–299
- 12Saccharomyces as a vaccine against systemic candidiasisImmunol Invest 41:847–855https://doi.org/10.3109/08820139.2012.692418
- 13Efficacy of a genetically engineered Candida albicans tet-NRG1 strain as an experimental live attenuated vaccine against hematogenously disseminated candidiasisClinical and vaccine immunology : CVI 16:430–432https://doi.org/10.1128/CVI.00480-08
- 14Nutritional immunity: transition metals at the pathogen-host interfaceNature reviews. Microbiology 10:525–537https://doi.org/10.1038/nrmicro2836
- 15Metals in fungal virulenceFEMS Microbiol Rev 42https://doi.org/10.1093/femsre/fux050
- 16Essential metals at the host-pathogen interface: nutritional immunity and micronutrient assimilation by human fungal pathogensFEMS yeast research 15https://doi.org/10.1093/femsyr/fov071
- 17the hyphal-associated adhesin and invasin Als3 of Candida albicans mediates iron acquisition from host ferritinPLoS pathogens 4https://doi.org/10.1371/journal.ppat.1000217
- 18Candida albicans scavenges host zinc via Pra1 during endothelial invasionPLoS pathogens 8https://doi.org/10.1371/journal.ppat.1002777
- 19Candida albicans Pmr1p, a secretory pathway P-type Ca2+/Mn2+-ATPase, is required for glycosylation and virulenceThe Journal of biological chemistry 280:23408–23415https://doi.org/10.1074/jbc.M502162200
- 20Escherichia coli, but Not Staphylococcus aureusFunctions as a Chelating Agent That Exhibits Antifungal Activity against the Pathogenic Yeast Candida albicans. J Fungi (Basel 9https://doi.org/10.3390/jof9030286
- 21Metal Chelation as a Powerful Strategy to Probe Cellular Circuitry Governing Fungal Drug Resistance and MorphogenesisPLoS genetics 12https://doi.org/10.1371/journal.pgen.1006350
- 22Cellular Zn depletion by metal ion chelators (TPEN, DTPA and chelex resin) and its application to osteoblastic MC3T3-E1 cellsNutrition research and practice 1:29–35https://doi.org/10.4162/nrp.2007.1.1.29
- 23Ciclopirox olamine treatment affects the expression pattern of Candida albicans genes encoding virulence factors, iron metabolism proteins, and drug resistance factorsAntimicrobial agents and chemotherapy 47:1805–1817
- 24Bovine pancreatic trypsin inhibitor is a new antifungal peptide that inhibits cellular magnesium uptakeMolecular microbiology 92:1188–1197https://doi.org/10.1111/mmi.12621
- 25Zinc exploitation by pathogenic fungiPLoS pathogens 8https://doi.org/10.1371/journal.ppat.1003034
- 26Regulatory networks affected by iron availability in Candida albicansMolecular microbiology 53:1451–1469https://doi.org/10.1111/j.1365-2958.2004.04214.x
- 27A relay network of extracellular heme-binding proteins drives C. albicans iron acquisition from hemoglobinPLoS pathogens 10https://doi.org/10.1371/journal.ppat.1004407
- 28Hgc1, a novel hypha-specific G1 cyclin-related protein regulates Candida albicans hyphal morphogenesisThe EMBO journal 23:1845–1856https://doi.org/10.1038/sj.emboj.7600195
- 29Diverse relationships between metal ions and the ribosomeBioscience, biotechnology, and biochemistry 85:1582–1593https://doi.org/10.1093/bbb/zbab070
- 30The cell wall architecture of Candida albicans wild-type cells and cell wall-defective mutantsMolecular microbiology 35:601–611
- 31The contribution of metal ions to the structural stability of the large ribosomal subunitRna 10:1366–1379https://doi.org/10.1261/rna.7390804
- 32Polysome profile analysis--yeastMethods in enzymology 530:173–181https://doi.org/10.1016/B978-0-12-420037-1.00009-9
- 33An integrated model of the recognition of Candida albicans by the innate immune systemNature reviews. Microbiology 6:67–78https://doi.org/10.1038/nrmicro1815
- 34RAD51-WSS1-dependent genetic pathways are essential for DNA-protein crosslink repair and pathogenesis in Candida albicansThe Journal of biological chemistry 299https://doi.org/10.1016/j.jbc.2023.104728
- 35Virulence and pathogenicity of a Candida albicans mutant with reduced filamentationCellular microbiology 21https://doi.org/10.1111/cmi.13103
- 36Pol32, an accessory subunit of DNA polymerase delta, plays an essential role in genome stability and pathogenesis of Candida albicansGut Microbes 15https://doi.org/10.1080/19490976.2022.2163840
- 37Mice with disseminated candidiasis die of progressive sepsisThe Journal of infectious diseases 192:336–343https://doi.org/10.1086/430952
- 38Early-expressed chemokines predict kidney immunopathology in experimental disseminated Candida albicans infectionsPloS one 4https://doi.org/10.1371/journal.pone.0006420
- 39Immunoregulatory role of different T cell subsets in murine candidiasisPharmacol Res 26:200–201https://doi.org/10.1016/1043-6618(92)90664-w
- 40Changes in the cell wall glycoprotein composition of Candida albicans associated to the inhibition of germ tube formation by EDTAArch Microbiol 161:489–494https://doi.org/10.1007/BF00307769
- 41The effect of ethylenediamine-tetraacetic acid on Candida albicansOral surgery, oral medicine, oral pathology, oral radiology, and endodontics 90:651–655https://doi.org/10.1067/moe.2000.109640
- 42Calcium, sequestering agents and nystatin--interactions on cell wall morphology and fungistasis of Candida albicansSabouraudia 18:157–159https://doi.org/10.1080/00362178085380251
- 43Evaluation of the antifungal effect of EDTA, a metal chelator agent, on Candida albicans biofilmEuropean review for medical and pharmacological sciences 21:1413–1420
- 44Identification of Off-Patent Compounds That Present Antifungal Activity Against the Emerging Fungal Pathogen Candida aurisFront Cell Infect Microbiol 9https://doi.org/10.3389/fcimb.2019.00083
- 45Administration of Zinc Chelators Improves Survival of Mice Infected with Aspergillus fumigatus both in Monotherapy and in Combination with CaspofunginAntimicrobial agents and chemotherapy 60:5631–5639https://doi.org/10.1128/AAC.00324-16
- 46Role of Calprotectin in Withholding Zinc and Copper from Candida albicansInfection and immunity 86https://doi.org/10.1128/IAI.00779-17
- 47Candida albicans reprioritizes metal handling during fluconazole stressMetallomics : integrated biometal science 11:2020–2032https://doi.org/10.1039/c9mt00228f
- 48Magnesium deprivation affects cellular circuitry involved in drug resistance and virulence in Candida albicansJ Glob Antimicrob Resist 17:263–275https://doi.org/10.1016/j.jgar.2019.01.011
- 49Immune escape of the human facultative pathogenic yeast Candida albicans: the many faces of the Candida Pra1 proteinInt J Med Microbiol 301:423–430https://doi.org/10.1016/j.ijmm.2011.04.010
- 50Property differences among the four major Candida albicans strain cladesEukaryotic cell 8:373–387https://doi.org/10.1128/EC.00387-08
- 51Comprehensive analysis of glycosylphosphatidylinositol-anchored proteins in Candida albicansEukaryotic cell 6:119–133https://doi.org/10.1128/EC.00297-06
- 52Pga13 in Candida albicans is localized in the cell wall and influences cell surface properties, morphogenesis and virulenceFungal genetics and biology : FG & B 49:322–331https://doi.org/10.1016/j.fgb.2012.01.010
- 53Functional analysis of Candida albicans GPI-anchored proteins: roles in cell wall integrity and caspofungin sensitivityFungal genetics and biology : FG & B 45:1404–1414https://doi.org/10.1016/j.fgb.2008.08.003
- 54A triple deletion of the secreted aspartyl proteinase genes SAP4, SAP5, and SAP6 of Candida albicans causes attenuated virulenceInfection and immunity 65:3539–3546https://doi.org/10.1128/iai.65.9.3539-3546.1997
- 55Reduced virulence of HWP1-deficient mutants of Candida albicans and their interactions with host cellsInfection and immunity 68:1997–2002https://doi.org/10.1128/IAI.68.4.1997-2002.2000
- 56The adhesin Hwp1 and the first daughter cell localize to the a/a portion of the conjugation bridge during Candida albicans matingMolecular biology of the cell 14:4920–4930https://doi.org/10.1091/mbc.e03-04-0264
- 57UME6, a novel filament-specific regulator of Candida albicans hyphal extension and virulenceMolecular biology of the cell 19:1354–1365https://doi.org/10.1091/mbc.e07-11-1110
- 58Genetic control of conventional and pheromone-stimulated biofilm formation in Candida albicansPLoS pathogens 9https://doi.org/10.1371/journal.ppat.1003305
- 59One-Carbon Metabolism in Health and DiseaseCell Metab 25:27–42https://doi.org/10.1016/j.cmet.2016.08.009
- 60Candidiasis in interferon-gamma knockout (IFN-gamma-/-) miceThe Journal of infectious diseases 178:478–487https://doi.org/10.1086/515645
- 61Impairment of host defense against disseminated candidiasis in mice overexpressing GATA-3Infection and immunity 78:2302–2311https://doi.org/10.1128/IAI.01398-09
- 62Interleukin-4 causes susceptibility to invasive pulmonary aspergillosis through suppression of protective type I responsesThe Journal of infectious diseases 180:1957–1968https://doi.org/10.1086/315142
- 63Requirement of interleukin-17A for systemic anti-Candida albicans host defense in miceThe Journal of infectious diseases 190:624–631https://doi.org/10.1086/422329
- 64Modulation of neutrophil function in host defense against disseminated Candida albicans infection in miceFEMS Immunol Med Microbiol 26:299–307https://doi.org/10.1111/j.1574-695X.1999.tb01402.x
- 65Role of chemokines in fungal infectionsMedical mycology 39:41–50https://doi.org/10.1080/mmy.39.1.41.50
- 66Antimicrobial activity of pure platelet-rich plasma against microorganisms isolated from oral cavityBMC microbiology 13https://doi.org/10.1186/1471-2180-13-47
Article and author information
Author information
Version history
- Sent for peer review:
- Preprint posted:
- Reviewed Preprint version 1:
- Reviewed Preprint version 2:
- Version of Record published:
Copyright
© 2024, Bose 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.
Metrics
- views
- 899
- downloads
- 82
- citation
- 1
Views, downloads and citations are aggregated across all versions of this paper published by eLife.