Candida albicans yeast cells are found in the intestine of most humans, yet this opportunist can invade host tissues and cause life-threatening infections in susceptible individuals. To better understand the host factors that underlie susceptibility to candidiasis, we developed a new model to study antifungal innate immunity. We demonstrate that the yeast form of C. albicans establishes an intestinal infection in Caenorhabditis elegans, whereas heat-killed yeast are avirulent. Genome-wide, transcription-profiling analysis of C. elegans infected with C. albicans yeast showed that exposure to C. albicans stimulated a rapid host response involving 313 genes (124 upregulated and 189 downregulated, ∼1.6% of the genome) many of which encode antimicrobial, secreted or detoxification proteins. Interestingly, the host genes affected by C. albicans exposure overlapped only to a small extent with the distinct transcriptional responses to the pathogenic bacteria Pseudomonas aeruginosa or Staphylococcus aureus, indicating that there is a high degree of immune specificity toward different bacterial species and C. albicans. Furthermore, genes induced by P. aeruginosa and S. aureus were strongly over-represented among the genes downregulated during C. albicans infection, suggesting that in response to fungal pathogens, nematodes selectively repress the transcription of antibacterial immune effectors. A similar phenomenon is well known in the plant immune response, but has not been described previously in metazoans. Finally, 56% of the genes induced by live C. albicans were also upregulated by heat-killed yeast. These data suggest that a large part of the transcriptional response to C. albicans is mediated through “pattern recognition,” an ancient immune surveillance mechanism able to detect conserved microbial molecules (so-called pathogen-associated molecular patterns or PAMPs). This study provides new information on the evolution and regulation of the innate immune response to divergent pathogens and demonstrates that nematodes selectively mount specific antifungal defenses at the expense of antibacterial responses.
Despite being a part of the normal flora of healthy individuals, Candida albicans is the most common fungal pathogen of humans and can cause infections that are associated with staggeringly high mortality rates. Here we devise a model for the study of the host immune response to C. albicans infection using the nematode C. elegans. We found that infection with the yeast form of C. albicans induces rapid and robust transcriptional changes in C. elegans. Analyses of these differentially regulated genes indicate that the nematode mounts antifungal defenses that are remarkably distinct from the host responses to pathogenic bacteria and that the nematode recognizes components possessed by heat-killed C. albicans to initiate this response. Interestingly, during infection with a pathogenic fungus, the nematode downregulates antibacterial immune response genes, which may reflect an evolutionary tradeoff between bacterial and fungal defense.
Citation: Pukkila-Worley R, Ausubel FM, Mylonakis E (2011) Candida albicans Infection of Caenorhabditis elegans Induces Antifungal Immune Defenses. PLoS Pathog 7(6): e1002074. https://doi.org/10.1371/journal.ppat.1002074
Editor: Stuart M. Levitz, University of Massachusetts Medical School, United States of America
Received: October 27, 2010; Accepted: April 6, 2011; Published: June 23, 2011
Copyright: © 2011 Pukkila-Worley et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This study was supported by the Irvington Institute Fellowship Program of the Cancer Research Institute (to RPW) and by the following grants from the National Institutes of Health: K08 award AI081747 (to RPW), R01 award AI075286 (to EM), R21 award AI079569 (to EM), P01 award AI044220 (to FMA) and R01 award AI064332 (to FMA). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: RPW has served as a consultant for Optimer Pharmaceuticals, Inc. EM has received research support from and served on an advisory board for Astellas Pharamceuticals, Inc. The authors report no other potential conflicts of interest.
Candida albicans is a remarkably successful and versatile human pathogen that is found on the skin and mucosal surfaces of virtually all humans. Under most circumstances, C. albicans is a harmless commensal . However, this opportunist can invade host tissues and cause life-threatening infections when the immune system is weakened (e.g. from critical illness) and competing bacterial flora are eliminated (e.g. from broad-spectrum antibiotic use). Accordingly, invasive candidiasis is particularly common in intensive care units where mortality rates reach 45–49% –. Antecedent colonization of mucosal surfaces with C. albicans can also lead to debilitating superficial infections in otherwise normal hosts. Approximately 75% of all women, for example, will have one episode of Candida vaginitis in their lifetime, with half having at least one recurrence .
C. albicans can grow vegetatively as yeast or hyphae, and each form contributes to pathogenesis –. C. albicans yeast cells colonize mucosal surfaces and facilitate dissemination of the organism through the blood stream –. Hyphae, by contrast, are important for host invasion and tissue destruction , , , . The factors that influence these diverse growth patterns during infection are poorly understood, but it is clear that innate immune mechanisms in mammalian epithelial cells normally prevent C. albicans from becoming a pathogen –. Recently, genetic analyses of two human families whose members suffered from recurrent or chronic candidiasis on mucosal surfaces identified causative mutations in the innate immune regulators dectin-1  and CARD9 . Dectin-1 is a pattern-recognition receptor important for macrophage phagocytosis of fungi. Interestingly, this protein interacts differently with the C. albicans growth forms. Cell wall components exposed in the bud scar of C. albicans yeast (so-called pathogen-associated molecular patterns or PAMPs) potently stimulate dectin-1, but hyphae are relatively shielded from innate immune detection, which likely contributes to the ability of C. albicans to establish infection , , . Furthermore, a recent study found that the p38 MAP kinase, a central regulator of mammalian immunity, receives biphasic inputs from C. albicans that are dependent on the morphologic form of the organism and the local fungal burden . These data suggest that the interplay between C. albicans and the mammalian innate immune system dictate the virulence potential of this specialized pathogen, yet relatively little is known about the molecular mechanisms underlying these interactions.
One approach to study evolutionarily conserved aspects of epithelial innate immunity and microbial virulence uses the invertebrate host Caenorhabditis elegans , . In nature, nematodes encounter numerous threats from ingested pathogens, which have provided a strong selection pressure to evolve and maintain a sophisticated innate immune system in its intestinal epithelium . Coordination of these defenses involves several highly-conserved elements that have mammalian orthologs –. Furthermore, C. elegans intestinal epithelial cells bear a striking resemblance to human intestinal cells  and because the nematode lacks both a circulatory system and cells dedicated to the immune response, the intestinal epithelium constitutes the primary line of defense for the nematode against ingested pathogens. Thus, it is possible to conduct analyses of innate immune mechanisms in a physiologically-relevant, genetically-tractable system.
Much of the characterization of nematode immunity has used nosocomial bacterial pathogens –, particularly Pseudomonas aeruginosa , , , but to date, the immune response directed toward a medically-important, fungal pathogen has not been defined. Here, we extend our previously-validated system for the study of hyphal-mediated C. albicans virulence in the nematode  to examine C. albicans yeast. Our goal was to use studies of C. elegans-C. albicans interactions to identify novel, conserved features of metazoan innate immunity. We found that the responses to bacterial and fungal pathogens are remarkably distinct. Many of the immune response effectors that are upregulated by either P. aeruginosa or S. aureus are downregulated by infection with C. albicans yeast. We also found that slightly more than half of the immune response genes activated by infection with live C. albicans are also upregulated by heat-killed C. albicans. Our data indicate that the C. elegans immune response to C. albicans most likely involves detection of conserved surface-associated molecular pattern molecules, as well as detection of C. albicans virulence-related factors.
The Yeast Form of C. albicans is Pathogenic to C. elegans
To examine interactions between C. albicans and the innate immune system, we established a novel system using the model host C. elegans. In a previous study, we found that C. albicans hyphae can kill C. elegans in a manner that models key aspects of mammalian pathogenesis , . In that assay, yeast cells were ingested by nematodes on solid medium and, after transfer to liquid medium, worms died with true hyphae piercing through their bodies. During these experiments, we noted that when infected worms were maintained on solid media, rather than transferred to liquid media, the C. albicans yeast form caused pathogenic distention of the nematode intestine and premature death of the worms. Thus, we hypothesized that C. albicans yeast, the form commonly found in the mammalian intestine , , , also contain virulence determinants that allow infection of C. elegans. We therefore developed an assay that is conducted exclusively on solid media and allows the direct study of yeast-mediated pathogenesis of the nematode. As shown in Figure 1, the yeast form of the C. albicans laboratory reference strain DAY185 infected and killed C. elegans. Heat-killed C. albicans yeast cells were not pathogenic to the nematode (Figure 1A) and caused less distention of the nematode intestine compared to that seen following exposure to live C. albicans (Figure 1B). We found that the C. albicans clinical isolate SC5314 was also able to establish a lethal infection in nematodes (Figure 2). Furthermore, the C. albicans efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant strain , which is attenuated for virulence in mammals, was also unable to efficiently kill C. elegans in this assay (Figure 2). Like its isogenic wild-type parent strain, virulence-attenuated C. albicans yeast enter the nematode intestine during the infection assay (data not shown), suggesting that non-specific occlusion of the intestine with yeast is not the mechanism of C. albicans-mediated worm killing. In addition, we found that C. albicans killed sterile C. elegans fer-15(b26);fem-1(hc17) animals (data not shown) and wild-type worms in the presence of 5-fluoro-2′-deoxyuridine (FUDR), a compound that prevents progeny from hatching (Figure 1A). These results suggest that killing of nematodes by C. albicans yeast in the C. elegans model involves virulence determinants intrinsic to live fungi and not a “matricidal effect” from premature hatching of embryos inside animals, a previously described, non-specific consequence of pathogen stress in wild-type worms , , , . In summary, these data demonstrate that C. albicans yeast are pathogenic to the nematode and establish a second assay, which together with the liquid-media system , permit separate in vivo analyses of C. albicans growth states.
(A) Live C. albicans (closed diamonds) were pathogenic to nematodes on solid media, whereas heat-killed C. albicans (open circles) and E. coli (crosses) were not (P<0.001). The graph presents the average of three plates per strain, each with 30 to 40 animals per plate. Data are representative of two biological replicates. (B) Images of C. elegans animals exposed to heat-killed E. coli (HK E.c.), heat-killed C. albicans (HK C.a.) or live C. albicans (live C.a.) for 16 hours at 25°C are shown. Images of the proximal (left) and distal (right) intestine were obtained using Nomarski optics. Both live and heat-killed C. albicans accumulated within the intestine, but only live C. albicans caused marked distention of the proximal intestine. Arrows point to the pharyngeal grinder and arrowheads outline the lumen of the intestine. The scale bar represents 20 µm.
The C. albicans efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant strain (efg1/cph1) exhibited a reduced ability to kill C. elegans compared to its isogenic wild-type parent strain SC5314 (P<0.001). The graph presents the average of three plates per strain, each with 30 to 40 animals per plate. Data are representative of two biological replicates.
C. albicans Infection Induces a Rapid Host Response that Involves Antimicrobial, Secreted and Detoxification Genes
Previous studies have shown that C. elegans mounts a rapid and specific immune response toward pathogenic bacteria , , ; however, it is not known how the nematode defends itself against an intestinal fungal pathogen. We therefore used transcriptome profiles of nematodes during an infection with C. albicans yeast to define the antifungal immune response genes in the nematode. We compared gene expression of animals exposed to C. albicans for four hours with control worms fed the non-pathogenic food source, heat-killed E. coli OP50. The short exposure time maximized the yield for transcriptional changes associated with pathogen detection, rather than gene expression changes associated with intestinal damage . It was necessary to use heat-killed E. coli for these experiments because live E. coli were previously shown to be pathogenic to the nematode on C. albicans growth media (brain heart infusion agar) . We found that C. elegans coordinates a rapid and robust transcriptional response to C. albicans that involves approximately 1.6% of the nematode genome (Figure 3). 124 genes were upregulated two-fold or greater in response to C. albicans compared to heat-killed E. coli and 189 genes were downregulated at least two-fold (P<0.01) (Figure 3A and Table S1A). For technical confirmation of the microarray experiment, we selected 11 genes that showed varying degrees of differential regulation and tested their expression by quantitative real-time polymerase chain reaction (qRT-PCR) under each microarray condition (Figure 3B and Table S2). Plotting the fold difference observed in the transcriptome profiles versus the value obtained by qRT-PCR from the three biological replicates used for the microarray analysis yielded an R2 of 0.90 (Figure 3B), which indicates tight correlation between these datasets and is a result that compares favorably with similar analyses of other microarray experiments . We also tested three additional biological replicates and found similar fold changes between the microarray and qRT-PCR analyses in 10 of the 11 genes (Table S2), a correlation rate that is consistent with other microarray analyses of pathogen response genes in the nematode . As a third means to confirm the results of our microarray, we compared the expression of 4 upregulated and 4 downregulated genes in wild-type C. elegans animals infected with a different C. albicans strain than used for the microarray analysis. We exposed animals to the C. albicans clinical isolate SC5314, a strain that is also virulent toward C. elegans (Figure 2), and found similar transcriptional changes between C. albicans SC5314 and DAY185-exposed animals for all 8 genes tested (Table S2). These data suggest that the C. albicans-induced transcriptional changes observed in our microarray analysis are not specific to a particular yeast strain.
(A) C. elegans genes that were differentially regulated in C. albicans-exposed versus heat-killed E. coli-exposed young adult animals at 4 hours after infection are depicted on a genome-wide intensity plot of 22,548 sequences. Genes colored red were upregulated by C. albicans (P<0.01), those colored green were downregulated (P<0.01) and those colored blue were unchanged. Diagonal lines represent 2-fold change and the numbers of genes differentially regulated greater than 2-fold are indicated (P<0.01)(124 genes were upregulated and 189 genes were downregulated). (B) qRT-PCR was used to confirm the results of the microarray analysis. 11 genes with varying degrees of differential regulation were selected and studied under each condition in which they were differentially regulated in the microarray analysis (see Table S2 for gene identities). Correlation of microarray and qRT-PCR data was determined by plotting the average fold difference observed in the microarray analysis (three biological replicates) versus the average fold difference for the same gene obtained by qRT-PCR (three biological replicates). Linear regression analysis revealed strong correlation between the datasets (R2 of 0.90).
Examination of the genes induced by C. albicans in the microarray analysis reveals the footprint of an immune response toward a pathogenic fungus (Table 1). C. albicans infection results in the elaboration of at least seven putative antimicrobial peptides, which are postulated to have antifungal activity in vivo. One of these genes, abf-2, was previously shown to have in vitro activity against the pathogenic fungus Candida krusei . Three genes in this group (fipr-22/23 and two caenacin genes, cnc-4 and cnc-7) are antifungal immune effectors induced by the nematode following exposure to Drechmeria coniospora, an environmental fungal pathogen, which causes a localized infection of the nematode cuticle , . fipr-22 and fipr-23 have nearly identical DNA sequences and thus, it is not possible for a probe set to distinguish between these genes. Two chitinase genes (cht-1 and T19H5.1) were also strongly induced by C. albicans. These enzymes are secreted by metazoans and are thought to defend against chitin-containing microorganisms such as C. albicans and other pathogenic fungi , . In addition, thn-1, a gene that is postulated to have direct antimicrobial activity and is a homolog of the thaumatin family of plant antifungals , , was induced 2.5-fold during infection with C. albicans.
Using gene expression analyses, we characterized further the expression pattern of four putative antifungal immune effectors upregulated during C. albicans infection (abf-2, fipr-22/23, cnc-4 and cnc-7). We exposed wild-type nematodes to the C. albicans efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant, a strain that is attenuated for virulence in C. elegans (Figure 2) and mammals , and found that the induction of abf-2, fipr-22/23, cnc-4 and cnc-7 was reduced compared to its isogenic parent strain C. albicans SC5314 (P<0.01 for fipr-22/23 and cnc-7, P = 0.06 for abf-2, P<0.025 for cnc-4)(Figure 4). These data suggest that the nematode modulates the expression levels of antifungal immune effectors in response to some aspect of C. albicans virulence, although this yeast may be recognized differently by the nematode innate immune system owing to pleotropic effects of the genetic lesions in this mutant strain. We also found that the induction levels of these four genes appear to be dynamic during infection. Twelve hours after exposure to C. albicans, the expression of abf-2 increases significantly, fipr-22/23 is unchanged and cnc-4 and cnc-7 is reduced (Figure S1).
The induction of abf-2, fipr-22/23, cnc-4 and cnc-7 is reduced in wild-type C. elegans animals during infection with the virulence-attenuated C. albicans efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant strain [vs. heat-killed (HK) E. coli] compared to its isogenic wild-type parent strain SC5314 (vs. heat-killed E. coli). Data are presented as the average of three biological replicates, each conducted in duplicate and normalized to a control gene with error bars representing SEM. *P = 0.06, **P<0.01 and ***P<0.025 for the comparison of gene induction on SC5314 versus efg1Δ/efg1Δ cph1Δ/cph1Δ.
Among the most highly upregulated C. albicans defense genes (Table 1), we also identified a preponderance of genes encoding secreted proteins, intestinally-expressed proteins and proteins that may function as detoxifying enzymes. Similar types of genes are induced following infection with pathogenic bacteria , . As discussed in more detail below, we also found that some of the C. albicans-induced genes were involved in the nematode transcriptional response to bacterial pathogens (Table 1), suggesting that C. albicans and pathogenic bacteria induce a set of common immune response effectors. Although it is possible that the effects of nematode starvation are also reflected in the transcription profiling data as a potential consequence of C. albicans being comparatively non-nutritious relative to heat-killed E. coli, this seems less likely since zero of the eighteen previously-identified, fasting-affected genes  were differentially expressed in the dataset. Taken together, these data suggest that the microarray analysis captured the early defense response mounted by C. elegans toward an ingested fungal pathogen.
The Conserved PMK-1/p38 MAP Kinase Mediates Resistance to C. albicans Infection
Genetic, biochemical and molecular analyses have identified a requirement for the PMK-1 mitogen-activated protein (MAP) kinase, orthologous to the mammalian p38 MAPK, in C. elegans immunity , , –. PMK-1 is a central regulator of nematode defenses  that acts cell autonomously both in the intestine to control resistance toward the Gram-negative bacterial pathogens P. aeruginosa  and Yersinia pestis , and in the hypodermis to defend against the fungus D. coniospora . We found that C. elegans pmk-1(km25) mutants were hypersusceptible to infection with C. albicans yeast (Figure 5A) and that PMK-1 was required for the basal and pathogen-induced expression of three antifungal immune effectors (fipr-22/23, cnc-4 and cnc-7), but not abf-2 (Figure 5B). The full spectrum of nematode sensitivity to C. albicans was not mediated by the genetic control of any of these four effectors because knockdown of each of these genes individually by RNA interference did not result in hypersusceptibility to fungal infection (data not shown). It is likely, however, that there is functional redundancy among immune effectors in C. elegans, as has been suggested previously , , , , . That PMK-1 mediates resistance to C. albicans provides another line of evidence that yeast infection of the nematode stimulates host immune defenses. Moreover, the PMK-1-independent genetic regulation of the antifungal effector abf-2 suggests that other pathways are also important in controlling the immune response toward C. albicans.
(A) A C. albicans infection assay with wild-type (N2) and pmk-1(km25) animals shows that pmk-1(km25) mutants were more susceptible to C. albicans infection (P<0.01). Each time point represents the average of three plates per strain, each with 30 to 40 animals per plate. Data are representative of two independent experiments. (B) N2 and pmk-1(km25) young adult animals were exposed to the indicated food source and the indicated genes were studied using qRT-PCR (HK equals heat-killed). Expression is relative to N2 on heat-killed E. coli and the data are presented as the average of three biological replicates each normalized to a control gene with error bars representing SEM. *P<0.001 and **P equals 0.05 for the comparison of relative expression of the indicated gene in wild-type animals on C. albicans versus pmk-1(km25) animals on C. albicans.
The Host Response to C. albicans Involves Induction of Specific Defenses and Common Immune Genes
To examine the specificity of the antifungal transcriptional response, we compared C. albicans-affected genes with those differentially regulated following infection with the bacterial pathogens P. aeruginosa  and Staphylococcus aureus  (P<0.01, >2-fold change) (Figure 6). The transcriptional responses induced by fungi, Gram-negative bacteria and Gram-positive bacteria overlapped only to a small extent and the majority of the C. albicans-affected genes were not involved in the response to P. aeruginosa or S. aureus (Figure 6, Table S3A). The C. albicans-specific genes in this comparison included the putative antifungal peptides abf-2, fipr-22/23, cnc-7, thn-1 and the chitinases (cht-1 and T19H5.1). We observed an overlap of 32 induced and 22 repressed genes between the transcriptional responses to P. aeruginosa and C. albicans (1.9 and 1.4 genes expected by chance alone, respectively; P<1.0×10−16 for both comparisons). Likewise, 22 upregulated and 25 downregulated genes were shared in the responses to S. aureus and C. albicans (2.8 and 2.2 genes expected by chance alone, respectively; P<1.0×10−16 for both comparisons). Interestingly, 12 genes were induced and 14 genes were repressed by all three pathogens. Despite the fact that the C. albicans-induced genes were determined using heat-killed E. coli as the control and the genes induced by P. aeruginosa and S. aureus were identified in separate studies that used live E. coli as the control, we detected an overlap of comparable significance between the transcriptional responses to these different organisms. 26% and 18% of C. albicans-induced genes were also upregulated by P. aeruginosa and S. aureus, respectively (Figure 6). Likewise, 17% of genes induced by P. aeruginosa four hours after infection were also upregulated by S. aureus and 11% of S. aureus-upregulated genes were induced by M. nematophilum . Our data suggest that the nematode is able to specifically recognize C. albicans infection and mount a targeted response toward this fungus that involves antifungal defenses and a limited number of common core effectors.
A Venn diagram illustrates the overlap of genes induced 2-fold or greater (P<0.01) by C. albicans (this study), P. aeruginosa  and S. aureus . All microarrays were conducted using the Affymetrix platform. Animals were exposed to C. albicans and P. aeruginosa for 4 hours and to S. aureus for 8 hours. See Table S3A for gene identities.
Both Heat-Killed and Live C. albicans Yeast Are Immunogenic to the Nematode
Components of the C. albicans cell wall, often referred to as PAMPs, are recognized by mammalian neutrophils, monocytes and macrophages , , . In this study, we found that heat-killed C. albicans yeast accumulate within the C. elegans intestine (Figure 1B) and therefore postulated that the nematode transcriptional response to nonpathogenic, heat-killed fungi would reflect stimulation of host pathways by immunogenic components of the yeast cell wall. To explore the mechanisms of pathogen detection in the nematode, we fed animals heat-killed C. albicans as an additional condition in the transcriptome profiling experiment. Exposure to heat-killed C. albicans caused a transcriptional response in nematodes involving 287 genes (∼1.4% of the genome, P<0.01) (Table S1B). To determine whether these genes were also involved in defense against live C. albicans infection, we compared the genes differentially regulated by live and heat-killed C. albicans versus the baseline condition of heat-killed E. coli. Interestingly, there was significant overlap (69 genes, 56%) between genes induced by heat-killed C. albicans (vs. heat-killed E. coli) and live C. albicans (vs. heat-killed E. coli)(0.5 genes expected by chance alone, P<1.0×10−16)(Figure 7A, Table S3B). Likewise 106 of 189 genes (56%) repressed by C. albicans were also downregulated by heat-killed C. albicans (0.5 genes expected by chance alone, P<1.0×10−16)(Figure 7B, Table S3B). Interestingly, this overlap includes the majority of the most strongly regulated genes in both directions (Tables 1 and S1A).
Venn diagrams give the overlap of C. elegans genes upregulated (A) and downregulated (B) at least 2-fold (P<0.01) in response to C. albicans and heat-killed C. albicans, each compared to heat-killed E. coli. See Table S3B for gene identities.
These data constitute the first genome-wide analysis of the C. elegans transcriptional response to a heat-killed pathogen and afford several interesting observations. Heat-killed C. albicans yeast cells induce an antifungal transcriptional response in C. elegans despite being non-pathogenic (Figure 1). Genes upregulated by heat-killed C. albicans include several putative antifungal peptides (abf-2, cnc-4, cnc-7, cht-1 and thn-1) and an abundance of secreted or intestinal expressed genes (Table 1), a profile similar to that of live C. albicans. Furthermore, heat-killed C. albicans caused the induction of core immune response genes. The comparison in Figure 6 showed that 42 genes were upregulated by C. albicans and either P. aeruginosa or S. aureus. Thirty-three genes (79%) in this set, including 7 out of 12 genes induced by all three pathogens, were also upregulated by heat-killed C. albicans (Table S3A). Together, these findings suggest that heat-killed C. albicans yeast induce host defenses and imply that a large part of the C. elegans transcriptional response may be mediated by detection of fungal PAMPs through Pattern Recognition Receptors, an evolutionarily-ancient system of pathogen sensing and signaling , .
Equally interesting, it seems that C. elegans also possesses mechanisms to respond directly to the virulence effects of C. albicans. We identified a smaller group of differentially regulated genes when we compared the transcriptome profiles from nematodes exposed to live C. albicans with those exposed to heat-killed C. albicans. The transcription of 62 genes (22 upregulated and 40 downregulated) changed in this analysis (P<0.01) (Table S1C) presumably in response to the pathogenicity of the fungus. 10 of the 22 genes (45%) upregulated by live C. albicans versus heat-killed C. albicans and 11 of the 40 downregulated genes (28%) were also differentially regulated by live C. albicans versus the baseline condition of heat-killed E. coli (0.12 and 0.36 genes respectively expected by chance alone, P<1.0×10−16 for both comparisons). These data are consistent with our observation that the induction of four putative antifungal effectors was reduced in the virulence-attenuated C. albicans efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant strain compared to its isogenic, wild-type parent strain (Figure 4). Taken together, these data indicate that host recognition of C. albicans infection in the nematode involves at least two mechanisms: recognition of PAMPs and detection of factors associated with fungal virulence.
Immune Specificity towards C. albicans Involves the Targeted Downregulation of Antibacterial Effectors
Closer examination of the genes downregulated by C. albicans revealed an unexpected finding regarding antifungal immune specificity. We noticed that the most over-represented classes among the C. albicans downregulated genes (based on GO annotation) were involved in sugar or carbohydrate binding. Because these gene classes are upregulated in response to P. aeruginosa and S. aureus , , we postulated that some antibacterial defense effectors are specifically downregulated during infection with C. albicans. We therefore compared the 189 genes that are downregulated by C. albicans with the genes induced during infection with P. aeruginosa and S. aureus, and found a striking overlap (Figure 8A, Table S3C). Twenty-seven of the 189 downregulated C. albicans genes (14%) were induced by P. aeruginosa, which is 25-fold more than expected by chance alone (P<1.0×10−16). Likewise, 22 S. aureus response genes (12%) were downregulated by C. albicans (12-fold more than expected by chance alone, P<1.0×10−16). Thus, it seems that the nematode immune response to C. albicans involves the downregulation of a group of antibacterial defense genes.
(A) A Venn diagram illustrates that a subset of C. albicans downregulated genes were upregulated after infection of C. elegans by pathogenic bacteria. See Table S3C for gene identities. (B) Transgenic C. elegans animals in which GFP expression was driven by the promoter for the C-type lectin clec-60, a secreted S. aureus immune effector that was downregulated by C. albicans in the microarray analysis, are shown. Worms were exposed to heat-killed (HK) E. coli, heat-killed C. albicans or live C. albicans for 20 hours at 25°C and then imaged. Green is clec-60::GFP. Red is the myo-2::mCherry co-injection marker used to identify transgenic animals.
We took two steps to confirm this observation. First, we used qRT-PCR to test the expression of seven genes differentially regulated by C. albicans and previously shown to be part of the P. aeruginosa transcriptional response (irg-3, clec-67, K08D8.5, C17H12.8, F49F1.6, F35E12.5 and F01D5.5) . All seven of these genes were strongly downregulated four hours after C. albicans infection (Table S2). We also assayed the expression of clec-67, K08D8.5, C17H12.8 and F49F1.6 12 hours after infection and found that these genes continue to be transcriptionally repressed at this later time point (Figure S1). Two of these genes, C17H12.8 and F49F1.6, were more strongly repressed at 12 hours compared to 4 hours after infection (P<0.01 and P = 0.07, respectively). As a second approach, we studied transgenic C. elegans animals in which the promoter for the S. aureus immune response gene clec-60 was fused to GFP, allowing a visual readout of gene transcription. clec-60 is a C-type lectin, a gene class important for nematode defense against bacterial pathogens , , , a member of which was shown to have direct antimicrobial activity in a mammalian system . Consistent with the microarray analysis (Table S1A), we found that exposure to live C. albicans dramatically reduced GFP expression in clec-60::GFP transgenic animals compared to the basal expression of this gene on heat-killed E. coli (Figure 8B).
One interpretation of these data is that the downregulation of antibacterial effectors observed in the microarray analysis reflects the absence of bacteria in C. albicans-exposed animals rather than specific transcriptional repression of these genes during infection with pathogenic fungi. We therefore examined the genes that were downregulated in the comparison of live C. albicans versus heat-killed C. albicans, an experiment where bacterial antigens were not present in either condition. Of the 40 genes that were transcriptionally repressed in this comparison, 19 genes were also upregulated by S. aureus  or P. aeruginosa  (Table S1C)(0.08 genes expected by chance alone, P<1.0×10−6 for this comparison). For reasons that are not clear, only 6 of these 19 genes were also downregulated in the comparison of live C. albicans versus heat-killed E. coli (Table S3C); however, this overlap is significantly more than the 0.08 gene overlap expected by chance alone (P = 0.013). Therefore, we conclude that the nematode downregulates a group of antibacterial defense genes in response to some aspect of C. albicans virulence. It is also interesting that of the 44 antibacterial response genes shown in Figure 8 that were downregulated by C. albicans, 26 (59%) were also repressed by heat-killed C. albicans (Table S3C). Taken together, these data suggest that the nematode responds to components within heat-killed C. albicans, as well as factors associated with fungal virulence, to transcriptionally repress antibacterial immune responses.
One of the antibacterial genes downregulated in the comparison of live C. albicans and heat-killed C. albicans was clec-60. Thus, for additional confirmation of these data, we exposed clec-60::GFP transgenic animals to heat-killed C. albicans. As predicted from the microarray analysis, we found that expression of clec-60::GFP was visually unchanged compared to its basal level on heat-killed E. coli (Figure 8B). Furthermore, our finding that C17H12.8 and F49F1.6 were more strongly downregulated at 12 hours of infection (versus 4 hours)(Figure S1) suggests that the transcriptional repression of these antibacterial immune effectors is an active process associated with progression of fungal infection.
To understand the mechanism underlying the repression of antibacterial immune effectors during C. albicans infection, we assayed gene expression in daf-16(mgDf47) and pmk-1(km25) mutants. Troemel et al. previously showed that the p38 MAP kinase homolog PMK-1 controls the expression of many P. aeruginosa immune response genes . In their analysis, they also observed that the FOXO/forkhead transcription factor DAF-16, a central regulator of nematode longevity, negatively regulates some P. aeruginosa defense genes, including a group of pmk-1-dependent genes. We therefore wondered whether DAF-16 negatively regulates antibacterial defense genes during infection with C. albicans. We determined the overlap of the C. albicans downregulated genes with the group of genes whose basal expression is negatively regulated by DAF-16 (so-called Class II genes from Murphy et al. ) and found a 24-gene overlap (more than the 2.6 genes expected by chance alone, P<1.0×10−16). From these analyses, we identified two genes (clec-67 and C17H12.8) whose basal expression was previously reported as being induced by PMK-1 and negatively controlled by DAF-16 . We examined the regulation of these genes during C. albicans infection and found that they were equally downregulated by C. albicans in both wild-type and daf-16(mgDf47) mutants (Figure S2), which suggests that DAF-16 is not responsible for this phenotype. In support of this observation, DAF-16::GFP remained localized to the cytoplasm following exposure to C. albicans and did not translocate into the nucleus, as it does when it is activated to regulate transcription (data not shown). We also wondered whether signaling through the PMK-1 pathway results in the downregulation of antibacterial immune effectors during C. albicans infection. However, the basal expression of clec-67 and C17H12.8 was profoundly affected by PMK-1 (Figure S2), which precluded analysis of differential regulation during C. albicans infection in pmk-1(km25) mutants. In summary, we show that antibacterial response genes are downregulated during C. albicans infection, including a group whose basal expression is repressed by DAF-16 and stimulated by PMK-1. We conclude that an unidentified mechanism, independent of DAF-16, accounts for this phenotype.
We show that the yeast form of C. albicans is pathogenic to the nematode and explore the mechanisms of immune activation by pathogenic fungi in vivo. Previous studies of C. elegans infection with bacterial pathogens have led to the characterization of a sophisticated and evolutionarily-conserved innate immune system in the nematode . We found that the C. elegans is also able to specifically recognize and defend itself against C. albicans, the most common fungal pathogen of humans . These data suggest that C. elegans integrates signals from C. albicans yeast and factors associated with its pathogenicity to mount a targeted defense response. We also found that nematode antifungal immunity involves the elaboration of immune effectors and the downregulation of antibacterial response genes.
The C. elegans Immune Response to C. albicans is Mediated by the Detection of PAMPs and Fungal Virulence
Using a C. elegans pathogenesis assay that is conducted on solid agar plates, we show that C. albicans yeast cells kill worms in a manner dependent on live organisms and cause pathogenic distention of the nematode intestine during infection. Furthermore, we found that both heat-killed and virulence-attenuated C. albicans readily enter the nematode intestine, but are less pathogenic than wild-type yeast. While the mechanism of nematode mortality during C. albicans infection is unknown, these data suggest that some aspect of fungal virulence is required for yeast to infect and kill C. elegans.
In response to C. albicans attack, we found that the nematode mounts a pathogen-specific defense response that involves the induction of antifungal effectors and core immune genes. Interestingly, 56% of the genes involved in the transcriptional response to C. albicans infection were also differentially regulated by heat-killed C. albicans. These data suggest that a large part of the transcriptional response to C. albicans is elicited by fungal PAMPs. In mammals, heat-killed fungi also strongly activate host defenses and have been used to study PAMP-mediated immune signaling , . In myeloid cells, cell wall components of heat-killed yeast (mannans and β-glucans) activate the pattern recognition receptors TLR2, TLR4, MR and dectin-1 to initiate antifungal immune responses . Indeed, the process of heat killing may actually exaggerate innate immune responses in human cells by exposing fungal PAMPs. For example, β-glucans within the cell wall of C. albicans are normally covered by mannoproteins and thus blocked from detection by dectin-1 , . Treatment of yeast cells with heat depletes this protective layer and exposes β-glucans, thereby enhancing dectin-1-mediated proinflammatory cytokine responses , .
The transcriptome profiling experiments and the expression analyses of nematodes infected with virulence-attenuated C. albicans suggest that factors associated with fungal virulence also elicit a transcriptional response in C. elegans. We do not know, however, whether these factors are derived from the host (e.g. as a consequence of cell damage) or from the pathogen. Recently, Moyes et al. found that human epithelial cells integrate inputs from C. albicans PAMPs via pattern recognition receptors together with “danger signals” perceived by the host during invasive fungal growth . Interestingly, these researchers observed a biphasic activation of the p38 MAP kinase (MAPK) pathway, which was initially dependent on PAMP recognition and later on fungal burden and hyphal formation during invasive growth. We found a requirement for PMK-1, the nematode ortholog of the p38 MAP kinase, in the response to C. albicans infection. We therefore propose that similar mechanisms of pathogen detection involving the PMK-1 pathway exist in C. elegans. As in the human epithelium, the nematode may integrate signals from PAMPs together with inputs associated with fungal virulence to delineate a “pattern of pathogenesis ” specific to fungal infection. Further research is needed to determine the PAMPs that are detected by C. elegans, the intestinal pattern recognition receptors that bind them and the mechanisms by which fungal virulence is perceived in the nematode.
Core Immune Effectors Are Activated by Bacterial and Fungal Pathogens
The immune response induced by Gram-negative bacteria, Gram-positive bacteria and fungi involve a small number of overlapping genes, a result that is somewhat surprising given the marked difference between prokaryotic and eukaryotic pathogens. Although others have also reported that the nematode mounts shared responses against different kinds of pathogens , , , our data are the first to define a core set of immune regulators involved in the defense against three prototypical nosocomial pathogens. These findings may ultimately have clinical implications. Our laboratories and others are using C. elegans pathogenesis assays as a means to identify novel antimicrobial therapies with immunomodulatory activity . Thus, identifying compounds that boost these core immune response genes may yield novel therapies that can cure infection by three diverse, nosocomial pathogens and may be a strategy that can be applied in higher order hosts.
Antibacterial Immune Effectors Are Downregulated by C. albicans
Unexpectedly, C. albicans infection of the nematode caused the downregulation of a number of antibacterial response genes including CUB-like genes, C-type lectins and ShK toxins. Moreover, it seems that both heat-killed (non-pathogenic) C. albicans and live (infectious) C. albicans can cause this repression. Interestingly, the basal expression of many of these genes is positively regulated by the p38 MAP kinase homolog PMK-1 and negatively regulated by DAF-16. How might the selective downregulation of these antibacterial response genes be evolutionarily advantageous for the worm? We know that the DAF-2 insulin/insulin-like growth factor receptor signals to the FOXO/forkhead transcription factor DAF-16 to control life span and stress resistance – and that DAF-16 negatively regulates P. aeruginosa immune response genes . Troemel et al. postulated that immune response genes may be energetically expensive to make and thus their downregulation by DAF-16 under normal growth conditions may partially account for the lifespan-enhancing effects of DAF-2/DAF-16 pathway . Irazoqui et al. found that the coordinated regulation of the immune response genes clec-60/61 and clec-70/71 influenced nematode survival. C. elegans animals carrying multiple copies of these gene clusters, which are induced during S. aureus infection, but not by P. aeruginosa or C. albicans, were more resistant to S. aureus, but were paradoxically hypersusceptible to P. aeruginosa . We therefore propose that the transcriptional repression of antibacterial response genes, such as clec-60 and clec-70, during C. albicans infection is an adaptive response. Given the recognized ability of FOXO/forkhead transcription factors to repress immune response genes both in C. elegans and in mammals , we hypothesized that DAF-16 activity would be responsible for this phenotype. However, our data suggest that an unidentified mechanism, independent of DAF-16, represses these genes following C. albicans infection.
We are not aware of other examples in metazoans in which activation of specific antimicrobial defenses results in the transcriptional downregulation of another immune response. In contrast, this phenomenon is well described in the immune response of Arabidopsis thaliana, a widely-studied, model laboratory plant . In Arabidopsis, as well as other plants, two low molecular weight immune hormones, salicylic acid and jasmonic acid, are involved in the activation of distinct immune response pathways. Salicylic acid is primarily activated by obligate, biotrophic pathogens that require living plant cells to acquire nutrients. Jasmonic acid, on the other hand, is involved in the response to necrotrophic pathogens that kill host cells and then feed on the carcasses. In most cases, activation of salicylic acid-mediated signaling downregulates jasmonic acid signaling and vice versa. The mutual antagonism of the salicylic acid and jasmonic acid pathways is generally interpreted in terms of evolutionary tradeoffs between biotrophic and necrotrophic defenses . Our data suggest that a similar antagonism may be occurring in C. elegans between bacterial and fungal defenses. That is, when confronted with a virulent fungal pathogen, C. elegans focuses its immune response on the production of specific antifungal effectors at the expense of antibacterial defenses. Our analysis of the genes downregulated by P. aeruginosa or S. aureus did not reveal a statistically significant overlap with the genes induced following exposure to C. albicans. An alternative explanation is that the genes that are downregulated by C. albicans actually encode key immune effectors important for defense against both bacterial and fungal pathogens. Instead of the host downregulating the expression of these genes, the transcriptional repression may reflect an offensive measure by C. albicans to enhance its ability to infect C. elegans.
C. elegans Pathogenesis Assays Enable Analyses of C. albicans Virulence Mechanisms
In this study, we describe a novel C. elegans assay for the study of C. albicans yeast-mediated pathogenesis, which complements our hyphal formation model that we used to identify novel virulence determinants in C. albicans . In our previous study, we screened a C. albicans mutant library containing homozygous mutations in 83 transcription factors  for clones attenuated both in their ability to form hyphae in vivo and kill C. elegans . We uncovered several novel mediators of hyphal growth and showed that the efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant , which is unable to program filamentation, was also attenuated for virulence in the C. elegans model, as it was in mammalian systems. The efg1Δ/efg1Δ cph1Δ/cph1Δ double mutant contain lesions in transcription factors that are the conserved readouts of the cAMP-mediated cascade (Efg1p) and the MAP-kinase cascade (Cph1p), each with well-described roles in the control of morphogeneis and virulence , . In the current study, we show that this mutant was also attenuated for virulence in the C. elegans yeast-mediated pathogenesis assay. These data suggest that the C. albicans cAMP-mediated and MAP-kinase cascades also regulate yeast-specific virulence determinants and support the hypothesis that this morphogenic form is an important contributor to the pathogenic potential of wild-type fungi, as has been suggested by others , –. These data also indicate that the C. elegans system can be used in large-scale screens of C. albicans mutant libraries for novel virulence regulators possessed by yeast.
Materials and Methods
Strains and Media
C. elegans were maintained and propagated on E. coli OP50 as described . The C. elegans strains used in this study were: N2 bristol , pmk-1(km25) , daf-16(mgDf47) , fer-15(b26);fem-1(hc17) , AU0157 [agEx39(myo-2::cherry,clec-60::GFP)]  and TJ356 [zIs356 (pDAF-16::DAF-16-GFP;rol-6)] . The C. albicans strains used in this study were DAY185 (ura3Δ::λimm434/ura3Δ::λimm434 ARG4:URA3::arg4::hisG/arg4::hisG his1::hisG::pHIS/his1::hisG) , SC5314 (clinical isolate)  and Can34 (ura3Δ::λimm434/ura3Δ::λimm434 cph1Δ::hisG/cph1Δ::hisG efg1Δ::hisG/efg1Δ::hisG-URA3-hisG) . Unless otherwise specified, C. albicans DAY185 was used as the wild-type strain. Yeast strains were grown in liquid yeast extract-peptone-dextrose (YPD,BD) broth or on brain heart infusion agar containing 45 µg of kanamycin/ml at 30°C. Bacteria were grown in Luria Broth (LB, BD).
C. albicans-C. elegans Solid Medium Pathogenesis Assay
The previously described protocol for pathogen infection of C. elegans was modified for these studies . Freshly grown C. albicans of the indicated genotype were picked from a single colony and used to inoculate 1 mL of YPD broth, which was allowed to grow overnight with agitation at 30°C. The following day, 10 µL of yeast were spread into a square lawn in a 4 cm tissue culture plate (BD) containing 4 mL of BHI agar and kanamycin (45 µg/mL). For experiments that compared heat-killed and live C. albicans, cells were subjected to the exact same preparatory conditions. A single colony of yeast was grown in 1 mL BHI at 30°C overnight and then inoculated into 50 mL YPD. After approximately 20 hours of incubation, cells were split into two aliquots, collected by centrifugation and washed twice with sterile PBS (pH 7.4). One aliquot was resuspended in 1 mL PBS, exposed to 75°C for 60 minutes and washed again with sterile PBS. The other aliquot was processed in parallel with the heat-killed sample. Cells were suspended in 25 mL PBS, incubated at room temperature for 60 minutes and washed again with sterile PBS. 10 µL of this sample were added to the killing assay plates. To heat kill E. coli, a similar protocol was followed except that a single colony was inoculated into 50 mL LB and allowed to grow overnight at 37°C. Cells were exposed to 75°C for 30 minutes. In both cases, heat-killed organisms were plated on YPD or LB agar to ensure no viable organisms remained. 50 µL of heat-killed cells were added to the assay plates. The plates were then incubated for approximately 20 hours at 30°C. The next day, a Pasteur pipette molded into the shape of hockey stick was used to gently scrape excess yeast off the top of the thick C. albicans lawn. This step greatly facilitated scoring the animals as live or dead on subsequent days and did not affect the pathogenicity of C. albicans (data not shown). Five-fluoro-2′-deoxyuridine (FUDR; 75–100 µg/mL) was added to the plates 1 to 2 hours before the start of the assay to reduce the growth of progeny and prevent matricidal killing of nematodes by C. albicans. Thirty to forty young adult animals of the indicated genotype were added to each of three assay plates per condition studied. Although it is possible that microorganism inocula varied among individual worms, we doubt that such variation affected the pathogenicity of C. albicans in our assay since we observed similar killing kinetics in replicate experiments. Animals were scored as live or dead on a daily basis by gently touching them with a platinum wire. Worms that crawled onto the wall of the tissue culture plate were eliminated from the analysis. All killing assays were conducted at 25°C. C. elegans survival was examined using the Kaplan-Meier method and differences were determined with the log-rank test (STATA 6; STATA, College Station, TX).
Microarray Analysis of C. albicans Infected Nematodes
N2 animals were synchronized by hypochlorite treatment. Arrested L1s were plated on 10 cm NGM plates seeded with E. coli OP50 and grown at 20°C until they were young adults. Animals were then added to 10 cm plates containing 20 mL of BHI agar (with 45 µg of kanamycin/ml) and live C. albicans, heat-killed C. albicans or heat-killed E. coli. Plates were prepared using the method described above except 50 µL of cells were added to the plates for each condition together with 200 µL of PBS to facilitate even dispersion of the microbes. Three separate biological replicates of nematodes were exposed to these conditions for 4 hours at 25°C. RNA was extracted using TRI Reagent (Molecular Research Center) according to the manufacturer's instructions and purified using an RNeasy column (Qiagen). RNA samples were prepared and hybridized to Affymetrix full-genome GeneChips for C. elegans at the Harvard Medical School Biopolymer Facility following previously described protocols  and instructions from Affymetrix. Data were analyzed using Resolver Gene Expression Data Analysis System, version 5.1 (Rosetta Inpharmatics). Three biologic replicates per condition were normalized using the Resolver intensity error model for single color chips . Conditions were compared using Resolver to determine the fold change between conditions for each probe set and to generate a P value using a modified t-test. Probe sets were considered differentially expressed if the fold change was 2-fold or greater (P<0.01). When comparing datasets, the overlap expected by chance alone was determined in 50 groups of randomly selected C. elegans genes using Regulatory Sequence Analysis Tools (http://rsat.ulb.ac.be/rsat/), a technique that has been used for similar analyses . P values were determined using chi-square tests. Analyses for over-representation of GO annotation categories were performed using DAVID Bioinformatics Resources 6.7 from the National Institute of Allergy and Infectious Diseases , . Two databases were used to determine the expression patterns for selected genes: Expression Patterns for C. elegans Promoter::GFP Fusions (http://gfpweb.aecom.yu.edu/)  and NEXTDB .
Quantitative RT-PCR (qRT-PCR) Analyses
Animals were treated and RNA was extracted as described above. RNA was reverse transcribed to cDNA using the Retroscript kit (Ambion). cDNA was analyzed by qRT-PCR using a CFX1000 machine (Bio-Rad) and previously published primers , , . Primer sequences for fipr-22/23 (GCTGAAGCTCCACACATCC and TATCCCATTCCTCCGTATCC) and cnc-7 (CAGGTTCAATGCAGTATGGCTATGG and GGACGGTACATTCCCATACC) were designed for this study, checked for specificity against the C. elegans genome and tested for efficiency with a dilution series of template. The primer set for fipr-22/23 cannot distinguish between these two genes owing to sequence similarity. All values were normalized against the control gene snb-1, which has been used previously in qRT-PCR studies of C. elegans innate immunity , , , . Analysis of the microarray expression data revealed that the expression of snb-1 did not vary under the conditions tested in our experiment. Fold change was calculated using the Pfaffl method  and compared using t-tests.
Nematodes were mounted onto agar pads, paralyzed with 10 mM levamisole (Sigma) and photographed using a Zeiss AXIO Imager Z1 microscope with a Zeiss AxioCam HRm camera and Axiovision 4.6 (Zeiss) software.
Accession numbers for the genes and gene products mentioned in this paper are given for Wormbase, a publically available database that can be accessed at http://www.wormbase.org. These accession numbers are pmk-1 (B0218.3), abf-2 (C50F2.10), fipr-22/23 (C37A5.2/4), cnc-4 (F09B5.9), cnc-7 (F53H2.2), cht-1 (C04F6.3), T19H5.1, irg-3 (F53E10.4), clec-67 (F56D6.2), K08D8.5, C17H12.8, F49F1.6, F35E12.5, F01D5.5, clec-60 (ZK666.6) and daf-16 (R13H8.1). The microarray dataset can be downloaded from the National Center for Biotechnology Gene Expression Omnibus (GEO; http://www.ncbi.nlm.nih.gov/geo). The accession number for these data is GSE2740.
The transcriptional responses to C. albicans are dynamic during infection. qRT-PCR analysis of wild-type nematodes 4 and 12 hours after infection reveals that abf-2 is more strongly induced (P<0.01) and fipr-22/23 expression is statistically unchanged. cnc-4 and cnc-7 return to baseline expression levels at 12 hours after infection. The antibacterial response genes C17H12.8 and F49F1.6 were more strongly downregulated at the later time point (P<0.01 and P = 0.07, respectively). Expression of K08D8.5 was unchanged and clec-67 became less strongly downregulated. Data are the average of three biological replicates (4 hour time point) or two biological replications, each measured in duplicate (12 hour time point). Error bars represent SEM. If error bars are not visible, the variation is smaller than the point on the graph.
Downregulation of antibacterial response genes by C. albicans is not dependent on the FOXO/Forkhead Transcription Factor DAF-16. Wild-type (N2) and pmk-1(km25) [left side] and N2 and daf-16(mgDf47) [right side] young adult animals were exposed to the indicated food source and the transcription levels of the indicated genes were determined using qRT-PCR. Expression is relative to wild-type on heat-killed E. coli and the data are presented as the average of two biological replicates, each conducted in duplicate and normalized to a control gene with error bars representing SEM.
Differentially expressed genes in the microarray experiments. Presented are the lists of Affymetrix probe sets whose expression changed more than 2-fold (P<0.01) in the following exposure comparisons: live C. albicans versus heat-killed E. coli (A), heat-killed C. albicans versus heat-killed E. coli (B), live C. albicans versus heat-killed C. albicans (C). In A, the genes that were also differentially regulated in B and C are given in blue and red, respectively. In C, the genes in this list that were also upregulated by S. aureus, P. aeruginosa or both pathogens are annotated in the far right column. If two probe sets correspond to the same gene and both are differentially regulated in the array, then one is given in italics. If one probe set recognizes more than one gene, each gene is listed as a separate entry. A summary of the data is presented at the bottom of each worksheet.
Correlation between the microarray data and qRT-PCR analyses. The fold change for the indicated C. elegans genes was determined four hours after exposure to the laboratory reference strain C. albicans DAY185 versus heat-killed E. coli in the microarray analysis and from qRT-PCR analyses of RNA set A and B. RNA set A was from the three biological replicates that were used in the microarray analysis. RNA set B was from three independent replicates. The fold change for 8 of these genes was also determined following a four-hour exposure to the C. albicans clinical isolate SC5314 versus heat-killed E. coli. The table gives the average fold change from three biological replicates, each normalized to a control gene (biological replicates of the SC5314 data were also tested in duplicate). 95% confidence intervals for the qRT-PCR data are given in parentheses. n.t. equals “not tested.”
A. Shared transcriptional signature between C. albicans, P. aeruginosa and S. aureus. Genes that were induced or repressed by all three pathogens, by C. albicans and P. aeruginosa and by C. albicans and S. aureus at least 2-fold (P<0.01) are presented (see Figure 6). B. Presumptive C. albicans PAMP-response genes. The genes that were upregulated and downregulated at least 2-fold (P<0.01) by both heat-killed and live C. albicans (versus heat-killed E. coli) are listed (see Figure 7). C. Antibacterial genes are repressed during C. albicans infection. Listed are the genes that are repressed by C. albicans at least 2-fold (P<0.01) and induced by both P. aeruginosa and S. aureus, just P. aeruginosa or just S. aureus (see Figure 8). Additional columns in A and C indicate whether the gene was activated (or repressed) by heat-killed C. albicans (versus heat-killed E. coli) or by live C. albicans (versus heat-killed C. albicans). “-” indicates that expression was not affected.
We acknowledge members of the Ausubel and Mylonakis laboratories for many helpful discussions and Christine Kocks for critical review of our manuscript. We also thank Reddy Gali for bioinformatics support.
Conceived and designed the experiments: RPW FMA EM. Performed the experiments: RPW. Analyzed the data: RPW. Contributed reagents/materials/analysis tools: RPW. Wrote the paper: RPW FMA EM.
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