Members of the Mycobiome
Primarily using ITS sequencing, there have been a number of studies attempting to catalogue the resident gastrointestinal fungi and determine the composition of a core healthy mycobiome (
Fig. 1). ITS sequencing of human feces has had somewhat variable results, although they generally support the conclusion that the gut mycobiome has relatively low diversity and varies significantly between individuals. In contrast to observations of the bacterial gut residents, the number of fungal operational taxonomic units (OTUs) detected pales in comparison to those seen for bacteria, and longitudinal sampling from the same individual over time indicates that the detectable fungi fluctuate significantly. This observation is supported by data from mice, which also have longitudinally variable gut mycobiota despite living under controlled conditions (
202,
203).
Despite this, ITS sequencing studies have identified various fungal genera associated with the human gut. Most studies indicate that the healthy human gut contains
Candida and
Saccharomyces species, with other frequently detected taxa including
Malassezia,
Debaryomyces,
Cladosporium,
Aspergillus,
Pichia, and
Alternaria, among others (
202,
204–206). There is also some research into gut-resident fungi in the context of human disease, and there is evidence that
Candida itself and fungus-associated antibodies may be related to IBD. Specifically, anti-
Saccharomyces cerevisiae antibodies (ASCA), which, despite the specificity of their name, can recognize antigens from other yeasts, including
Candida, have been associated with IBD (
207–210).
One issue is that there is significant variability between studies, in both the specific taxa detected and their relative abundances. Differential DNA extraction protocols, marker genes, primers chosen, analysis techniques, and sample populations may be to blame, in addition to inherent mycobiome variability. An issue acknowledged by many authors is that it is difficult to differentiate true gut colonizers from food-associated and environmental fungi that may simply pass through; this could potentially help to explain the high variability in fungal composition over time, as it may be influenced by recent diet and environmental exposures (
202,
204). For example, while
Saccharomyces is frequently found in the fecal mycobiota,
S. cerevisiae, known more commonly as baker’s or brewer’s yeast, is used in the production of bread and beer and may present a confounding influence on analysis. The variable and uncontrolled diet of human subjects makes this a difficult question to answer. However, the studies that have been performed suggest that while dietary fungi can be detected at appreciable levels in the fecal mycobiome, they may be metabolically active while in the gut and therefore contributing to the local community, even if transiently (
94).
There are also a number of fungi found in the human oral cavity, both on the mucosal surfaces and in subgingival plaque (
199). A few groups have used ITS sequencing in humans to identify potential members of a core oral mycobiome, including
Candida,
Cladosporium,
Alternaria,
Aspergillus,
Fusarium,
Cryptococcus, and
Aureobasidium (
211–213). Unsurprisingly, those studies found that
Candida was particularly common, reflecting previous results from culture-based studies (
211). Ghannoum et al. also identified
Saccharomycetales,
Dothioraceae,
Teratosphaeria, and
Glomus as commonly occurring mycobiome members, while Dupuy et al. identified
Malassezia,
Irpex,
Cytospora,
Lenzites, and
Sporobolomyces (
212,
213). As in the gut mycobiome, differences in core taxa identified may be attributable to study populations, sampling type, extraction of fungal DNA, and methods of filtering and analysis, which were somewhat different between the two studies. Furthermore, food-associated and environmental contaminations are difficult to rule out. Finally, Ghannoum et al. were able to use community-level analysis to determine that subjects’ gender and ethnicity were associated with their mycobiota, with analysis indicating significant differences between samples from females, white males, and Asian males (
213).
Fungi have also been identified on the skin, particularly the lipophilic yeast genus
Malassezia (
200,
214,
215). A comprehensive survey of the skin mycobiota sampled and analyzed the fungi at 14 skin sites of healthy adults (
216). Most were dominated by
Malassezia, with species differing between sites, although three foot-based sites showed a greater diversity of fungal genera including
Aspergillus,
Cryptococcus,
Rhodotorula, and
Epicoccum (
216). Similarly, another group found that
Malassezia species dominate much of the skin mycobiota, while other genera, including
Candida,
Meyerozyma,
Rhodotorula,
Trichosporon,
Cladosporium,
Aureobasidium, and
Alternaria, could also be identified (
217). Furthermore, another study demonstrated a similar composition of skin mycobiota in a non-Western population; samples from Chinese participants in Hong Kong were dominated by
Malassezia at multiple sites, with other commonly occurring genera including
Aspergillus,
Penicillium,
Candida, and
Cryptococcus (
218). Finally, recent work found that the skin mycobiome of children is more diverse and variable between individuals and that the domination by
Malassezia becomes established by adulthood, potentially due to the activation of sebaceous glands that occurs during puberty (
219,
220). There may also be some differences in facial carriage of
Malassezia by gender, with women harboring fewer fungi, although this has been suggested to be attributable to the use of cosmetics rather than inherent differences between men and women (
220–222).
When discussing the presence of fungi in the female reproductive system, much of the focus has been on vulvovaginal candidiasis, or “yeast infections.” However, the vagina may be colonized by a number of fungi, and opportunistic pathogens such as
Candida colonize many women asymptomatically in the absence of an immune or vaginal bacteriome disruption (
223,
224). In fact,
Candida has been found in multiple studies to be the most frequent colonizer of the vaginal mycobiota, even in healthy individuals. In a study using an 18S rRNA gene clone library to identify fungal taxa in the vaginal microbiota, researchers identified a number of fungal OTUs, including
Candida,
Saccharomyces,
Dothideomycetes, and
Paecilomyces species, in healthy subjects (
225). More recently, researchers used ITS sequencing in a large study of healthy women. They found that
Candida species were the most prevalent, being present in 64.5% of subjects and having a mean relative abundance of 36.9% (
226). In addition, they identified OTUs mapping to
Cladosporium,
Eurotium, and
Alternaria present at low abundances, although their analysis was complicated by a large number of unspecified OTUs, which had a summarized relative abundance of 38.6% (
226).
In general, work on the human mycobiome has been minimal in comparison to interest in the bacteriome. Much is still unknown regarding the “core” or healthy members of the fungal microbiota at various body sites, although it is clear that
Candida species are commonly found across multiple mucosal body sites while
Malassezia dominates much of the skin. Interestingly, studies identified the presence of several potentially pathogenic fungal genera, including
Aspergillus,
Fusarium, and
Cryptococcus, suggesting that, like
Candida, these taxa may be commonly present in healthy individuals without immune dysfunction. Authors of the studies discussed here are in general agreement that more work is required and that a number of steps should be taken to improve comparability between studies and increase the level of detail that can be obtained from sequencing. Similar to calls in the field of the bacteriome, a unified process for sample collection, DNA extraction, amplicon generation, marker gene sequencing, and sequence analysis has been identified as being potentially helpful in making comparisons between different studies. Particularly with regard to the oral and gut mycobiota, additional steps to minimize the influence of food-associated, noncolonizing fungi, such as sampling from mucosa rather than feces or saliva, may help to accurately assess the truly resident fungal taxa. Additionally, improved scope, accuracy, and curation of fungal sequence databases will be important to increase the number of OTUs that can be mapped to specific taxa, to decrease the number of potentially spurious results matching sequencing artifacts, and to prevent the classification of the same sequences with taxonomic names pertaining to different sexual states. In pursuit of this goal, Tang et al. recently developed the Targeted Host-Associated Fungi (THF) database, which has been curated and optimized for identification of human and murine gastrointestinal fungi using ITS1 sequencing, in an effort to improve future surveys of the mycobiome (
227).
Given that fungi colonizing the human body cohabitate with the bacterial members of the microbiota, there is significant interest in how these species cooperate and compete in their shared niches. A significant proportion of existing work examines interactions between various bacterial species and
Candida species, which have long been known to colonize the human host at multiple sites and to act as opportunistic pathogens under certain circumstances, making them a clear clinical and research priority. Existing research has revealed a diverse array of interactions, including competition, antagonism, growth enhancement, synergistic virulence, and others (
Fig. 2). These interactions are frequently mediated by quorum-sensing molecules from both kingdoms and in some cases are dependent on the context or growth state of the organisms, including
in vivo versus
in vitro, in suspension versus in biofilm, or yeast cells versus hyphae.
Candida, Lactobacilli, and Colonization Resistance
Candida species are found as commensal organisms in the microbial communities of a large proportion of the human population, but their growth is typically limited by competition with other microorganisms and by the host immune system. When this dynamic, a form of colonization resistance, is disrupted, such as by antibiotic administration or immunosuppressive disorders or therapies,
Candida species can bloom and cause local infections, including oropharyngeal, vulvovaginal, and cutaneous candidiasis or even the systemic infection candidemia (
228). This is commonly characterized by a transition from yeast to hyphal growth, allowing the fungus to become invasive and damaging to tissues (
228,
229). The host microbiota plays an important role in keeping this opportunistic pathogen in check, competing with it and inhibiting its expansion in a healthy microbiome. For example, laboratory rodents are not typically colonized by
Candida albicans, but they become susceptible if raised under germfree conditions where they have no resident microbial community or if treated with broad-spectrum antibiotics that reduce the density and diversity of their native bacterial flora (
203,
230).
While colonization resistance is mediated by a range of species inhabiting the host, bacteria of the genus
Lactobacillus are particularly known for their antagonistic relationship with
Candida species, especially in the vaginal microbiota, where
Lactobacillus species frequently dominate (
Fig. 2) (
196,
231–233). Early studies showed that
Lactobacillus was capable of displacing
Candida from stomach epithelia in a murine model (
234), and more recent work has shown that certain
Lactobacillus species can interfere with
Candida adhesion to vaginal epithelial cells via exclusion, competition, and displacement (
235,
236). Some of this effect may be mediated by exopolysaccharide produced by some
Lactobacillus species, which is structurally similar to that of
C. albicans and is itself sufficient to antagonize
Candida colonization via exclusion (
235).
On a molecular level, there are a number of mechanisms by which lactobacilli can negatively impact the growth of
Candida. A range of
Lactobacillus species and their supernatants can inhibit growth, hyphal morphogenesis, and biofilm development (
237).
Lactobacillus rhamnosus can antagonize virulence factor production, biofilm capacity, and antifungal tolerance in a mixed biofilm with
C. albicans, while lactobacilli more generally can compete with
Candida for nutrients, particularly glucose (
238,
239). Some species of
Lactobacillus produce molecules toxic to
Candida, including bacteriocins, biosurfactants, and hydrogen peroxide, which may help to antagonize
Candida growth in shared environments (
240–242). Additionally, while their name derives from their production of lactic acid, many lactobacilli also produce SCFA such as butyrate or acetate. This may contribute to the acidification of their environment, dampening the ability of
Candida to grow or to undergo transition to the invasive hyphal phenotype (
243); in addition, lactic, butyric, and acetic acids have been shown to have direct toxicity against
C. albicans (
244–246).
Lactobacilli may also interact with the host to improve defenses against
Candida overgrowth or inflammatory damage.
Lactobacillus species may benefit epithelial barrier integrity, including via impacts on mucus production and modification and on intercellular junctions (
179,
247–251). They or the SCFA that they produce may also stimulate the production of antimicrobial peptides lethal to
Candida, such as defensins or cathelicidin (
235), as well as modulate the expression or activity of mucosal Toll-like receptors (TLRs) (
252). Finally, lactobacilli may help to reduce inflammation resulting from
Candida activity, as SCFA are known for their anti-inflammatory properties, and some species of
Lactobacillus have been shown to promote regulatory T-cell differentiation (
253).
It should be noted that many of these mechanisms are shared by other members of the native microbiota, and other bacteria contribute to colonization resistance, especially in the gut, where
Lactobacillus makes up a relatively small proportion of the total flora (
254). For example, SCFA are produced by other gut microflora, and species such as
B. thetaiotaomicron and
Blautia producta have been shown to confer colonization resistance to
C. albicans in the mouse gut (
255,
256). Additionally, the ability to antagonize
Candida growth and colonization is likely species or even strain specific; some
Lactobacillus species have demonstrated strong anti-
Candida activity in a number of studies, while others have shown little or a lesser effect (
237,
240,
242). As such, there has been significant research interest in identifying potentially probiotic strains of
Lactobacillus, commonly including the species
L. plantarum,
L. crispatus, and
L. rhamnosus, that may be useful in promoting resistance to
Candida overgrowth in vulnerable populations (
257–262).
However, the interaction between these two groups may not be entirely one-sided, and
Candida may also be able to antagonize the growth of
Lactobacillus in mixed communities. Most directly, one group found that
C. albicans produces a quorum-sensing molecule, farnesol, that may interfere with membrane integrity in
L. fermentum and potentially other lactobacilli (
263). Another group analyzed the ability of multiple
C. albicans secreted aspartate proteases (SAP) to generate antimicrobial peptides from hemoglobin, or hemocidins (
264). Many of the tested SAP generated a wide range of these peptides, and these hemocidins demonstrated significant antimicrobial activity against
L. acidophilus, a component of the human vaginal microflora (
264). Given the presence of hemocidins as a major component of human menstrual discharge, those authors speculate that
Candida may be able to regulate the bacterial composition of the microbiota in this niche via the production of these antimicrobial peptides from host hemoglobin (
264,
265). In the gut, researchers found that inhibition of dectin-1 signaling, a C-type lectin pathway through which the host recognizes beta-glucans (components of the fungal cell wall), led to an expansion of
L. murinus in a mouse model (
253). Furthermore, they demonstrated that the lack of dectin-1 signaling led to a significant reduction in intestinal levels of antimicrobial peptides that suppress
L. murinus growth. While researchers could not detect viable fungi in the specific-pathogen-free mouse hosts and speculated that dectin-1 was activated by food beta-glucan ligands, this study raises the possibility that gut-resident
Candida or other fungi may provoke host responses that antagonize lactobacilli (
253).
Researchers have also found that colonization with
C. albicans after antibiotic administration altered the recovery of the digestive tract bacterial population in mice, enhancing the recovery of
Bacteroidetes and biasing the recovery of lactic acid bacteria toward
Enterococcus faecalis instead of
Lactobacillus species (
266,
267). Importantly, this could occur in the context of nonpathogenic colonization, indicating that even in the absence of overt invasive disease, the presence of
Candida may be able to influence the bacterial makeup of the microbiome. Interestingly,
E. faecalis has previously been linked with
Candida, as they are frequently isolated together from nosocomial infections and
E. faecalis may even be enriched in clinical samples containing
Candida species (
268–271). Additionally, researchers found that in a nematode model of polymicrobial infections, coinfection with
C. albicans and
E. faecalis led to reduced virulence, increased host survival, and decreased hyphal morphogenesis, suggesting that the two may together promote a commensal rather than an invasive lifestyle (
272). The reduction in hypha formation was partially mediated by the
E. faecalis quorum-sensing virulence regulator Fsr, one of many examples of quorum-sensing systems involved in mediating fungus-bacterium interactions; the bacteriocin EntV also appears to play an important role, reducing hyphal morphogenesis in both
in vitro and
in vivo models (
272,
273).
Competition and Antagonism between Fungal and Bacterial Pathogens
While host-associated
Candida will most frequently encounter the commensal microflora, as discussed above, it may also interact with bacterial pathogens. Given the potential for coinfections, there has been significant research interest in understanding the relationship between
Candida and such bacteria. In many cases, including interactions with
Pseudomonas aeruginosa,
E. coli,
Acinetobacter baumannii, and
S. enterica, there is evidence of antagonistic relationships, particularly in a coculture setting (
274). Frequently, the antagonism is mutual, with both bacteria and fungi inhibiting the growth or function of the other.
P. aeruginosa, a Gram-negative opportunistic pathogen of significant clinical importance due to high prevalence of antibiotic resistance and frequent implication in nosocomial infections, has multiple mechanisms of antagonizing
C. albicans when the two are grown together (
Fig. 2). For example,
P. aeruginosa inhibits
Candida hyphal morphogenesis
in vitro via secretion of a homoserine lactone (HSL) quorum-sensing molecule. HSL resembles the
Candida quorum-sensing molecule farnesol, which is used by the fungus to limit its own hyphal growth at high cell densities and has been shown to negatively impact membrane integrity in some bacterial species (
263,
275,
276). A similar effect has been observed in another Gram-negative pathogen,
Burkholderia cenocepacia, which also produces a farnesol-like signaling molecule that inhibits hyphal morphogenesis in
Candida (
277). Additionally,
P. aeruginosa forms biofilms on
C. albicans hyphae, which can lead to hyphal death through bacterial production of the virulence factors phospholipase C and phenazines (
278,
279). Even at lower, nonlethal concentrations, phenazines can inhibit hyphal morphogenesis and biofilm formation (
280). The farnesol produced by
C. albicans, in turn, interferes with the production of the
Pseudomonas quinolone signal (PQS) that regulates the production of phenazines such as pyocyanin, which may serve to help protect
C. albicans from toxic effects of
P. aeruginosa (
281). Contrarily, the same group showed that farnesol could actually lead to the activation of downstream genes such as phenazines in strains of
P. aeruginosa lacking the ability to produce PQS (
282). Finally,
P. aeruginosa may also be able to inhibit the growth of other fungi, including
Aspergillus fumigatus,
Scedosporium aurantiacum, and
Lomentospora prolificans, although whether this occurs via the same mechanisms as its interactions with
Candida is unclear (
283,
284).
Similarly, there is evidence that
E. coli, which is typically a human commensal but can cause disease with the acquisition of certain virulence factors, can negatively impact the growth of
C. albicans (
Fig. 2). Early studies indicated that
E. coli could kill
C. albicans when cocultured, an effect that was not observed when using heat-killed
E. coli (
285). Similarly, some clinical isolates of
E. coli could inhibit the growth of
C. albicans both in culture and in a gnotobiotic mouse model, and this effect could be traced to a diffusible factor produced by the inhibitory strains (
286). More recently, Cabral et al. found that
E. coli could kill
C. albicans through a secreted, heat-labile factor dependent on low magnesium levels (
287). The impacts of
C. albicans on
E. coli in coculture experiments are less clear. Some evidence indicates that
C. albicans can enhance the growth of a commensal
E. coli strain in culture via an iron-dependent interaction or that growth in a mixed biofilm can increase bacterial ofloxacin tolerance through interactions of
E. coli with fungal beta-1,3-glucan (
288,
289). Alternatively,
C. albicans may negatively impact the short-term growth of
E. coli in a biofilm, while farnesol produced by the fungus sensitizes
E. coli to the antibiotic polymyxin B (
263,
290).
The relationship between
A. baumannii, a common cause of antibiotic-resistant nosocomial infections, and
C. albicans is antagonistic in both
in vitro and
in vivo models (
Fig. 2).
A. baumannii has been shown to preferentially associate with the hyphal form of
C. albicans and to demonstrate significant killing of hyphae but not yeast cells (
291). As a result,
A. baumannii was able to decrease the lethality of
C. albicans infection in a nematode model, as well as biofilm formation on abiotic surfaces (
291). It was later shown that hyphal adherence and killing were mediated by both the bacterial outer membrane protein OmpA and heat-labile secreted proteins (
292). However,
C. albicans is not defenseless in this interaction, and farnesol produced by
C. albicans can inhibit the growth of
A. baumannii (
291). Farnesol interferes with a number of cellular functions in
A. baumannii, including membrane integrity, cell division, biofilm formation, and motility (
293). It also induced an upregulation of efflux pumps and OmpA, suggesting possible defense mechanisms of
A. baumannii against
C. albicans (
293). Interestingly, recent work has revealed that
A. baumannii uses OmpA to bind to the
C. albicans protein Hyr1p and that antibodies raised against Hyr1p recognize several
A. baumannii surface antigens and are protective against infection in a mouse model (
294).
S. enterica serovar Typhimurium, a pathogen responsible for the eponymous diarrheal disease salmonellosis, also appears to be able to antagonize
C. albicans, particularly in the hyphal form (
Fig. 2). A nematode model demonstrated that during coinfection along with
S. enterica, filamentation of
C. albicans was reduced in a dose-dependent fashion (
295). A similar effect could be achieved by growing
Candida-infected worms in filtered stationary-phase
S. enterica supernatants, implicating a secreted and growth-dependent molecule. Additionally, in a coculture model,
S. enterica reduced the viability of fungal cells in planktonic culture, particularly at 37°C (human body temperature), and inhibited
Candida biofilm formation in a dose-dependent manner (
295). The bacteria were able to kill both yeast and hyphal cells, although hyphal killing was more pronounced. Later work implicated the
S. enterica type III secretion system (T3SS) proteins SopB (an effector protein) and SipB (a translocase) in the killing of
C. albicans, particularly hyphal cells (
296). The bacteria responded to the presence of
C. albicans by upregulating the production of
sopB transcripts, while the inactivation of either gene led to significant reductions in
S. enterica-mediated killing (
296). It is likely that there are other mechanisms of
S. enterica interfering with
C. albicans growth, however, given that T3SS killing occurs via direct contact, while the previous study found that the bacterial supernatant could inhibit hyphal growth (
295).
In some cases, fungi may be able to play a protective role against bacterial pathogens. For example, recent work demonstrated that the yeast
Malassezia globosa secretes an aspartyl protease that cleaves a
Staphylococcus aureus virulence factor (protein A) important in biofilm formation and immune evasion, potentially protecting the skin environment from bacterial pathogenesis (
297). Additionally, gut fungi may be protective against
C. difficile, an opportunistic pathogen that causes severe and debilitating diarrhea and frequently becomes a problem after broad-spectrum antibiotic treatment depletes competing bacterial flora and allows the pathogen to bloom. There is evidence that the yeast
Saccharomyces boulardii may be able to both prevent and mitigate this bacterial infection during antibiotic treatment (
298–300). Mechanistically,
S. boulardii can increase the intestinal production of anti-
C. difficile-toxoid IgA, reduce toxin binding by producing a protease that degrades
C. difficile toxins, and promote anti-inflammatory pathways in the host (
301–304). As such,
S. boulardii is of interest as a potential probiotic organism to prevent
C. difficile infection in susceptible populations or to treat recurrent, refractory existing infections (
299,
305–307).
Synergistic Virulence in Mixed Fungal-Bacterial Infections
While there are numerous examples of antagonism between fungi and bacteria in culture models,
in vivo work reveals that coinfection can frequently lead to synergistic virulence and worse outcomes for the host, even when it comes to some of those same antagonistic species (
274). For example, in contrast to their relationship outside the host, infection models frequently demonstrate enhanced virulence occurring due to coinfection with
C. albicans and
P. aeruginosa (
Fig. 2). Hospitalized patients with
Candida colonization of the respiratory tract were more susceptible to pseudomonal ventilator-associated pneumonia, and patients colonized with
Candida treated with antifungals had a decreased risk of pseudomonal pneumonia (
308,
309). In murine models, rats given
P. aeruginosa developed pneumonia only in the presence of
C. albicans, while a mouse burn injury model demonstrated that infection with
P. aeruginosa preceding infection with
C. albicans led to significantly increased mortality compared to infection with either microbe alone (
310,
311). Recently, a zebrafish swim bladder infection model was used to demonstrate the synergistic virulence of
P. aeruginosa and
C. albicans, with significant mortality which could be attributed to enhanced
C. albicans epithelial invasion (
312). Importantly, the two organisms may still exert antagonistic effects in the
in vivo environment, but interactions with the host may be responsible for synergistic impacts of coinfection. Additionally, the context and type of infection may affect the relationship, with a mouse gut coinfection model indicating that
C. albicans in fact has a protective effect against
P. aeruginosa virulence by suppression of the siderophores pyoverdine and pyochelin (
313).
Similarly, despite antagonism in culture, both
in vivo and
in vitro infection models of
C. albicans and
E. coli show increased virulence and mortality relative to either infection alone (
Fig. 2). Intravenous infection by
C. albicans followed by either
E. coli or just its LPS led to increased mortality in a mouse model (
314). Similarly, a synergistic effect is seen when mortality of intraperitoneal coinfection is compared to mortality of either microbe alone (
315). LPS appears to be critical for this effect; multiple studies have indicated that LPS alone is sufficient to induce increased mortality during both intravenous and intraperitoneal
C. albicans infections, in addition to showing that administration of anti-LPS antibody reduced mortality, endotoxemia, and bacteremia during coinfections of
C. albicans with either
E. coli or just its LPS (
314,
316). The involvement of LPS suggests a role for the host immune response in this interaction.
In vitro, a Caco-2 cell culture model demonstrated that coculture with
C. albicans enhanced epithelial translocation of
E. coli cells, even in the presence of secretory IgA (
317). Similarly, coinfection of Caco-2 cells with
C. albicans and enterohemorrhagic
E. coli led to faster pathogen invasion, increased
C. albicans virulence and hypha-associated gene expression, and greater severity of damage to cells (
318).
C. albicans also demonstrates synergistic virulence in mixed infections with
Staphylococcus aureus as well as a beneficial relationship in mixed-culture models (
Fig. 2) (
231). While
S. aureus is ineffective at forming biofilms alone,
in vitro it can form polymicrobial biofilms with
C. albicans, specifically binding with a high affinity to hyphae (
319,
320). Furthermore, in such a mixed-species biofilm,
S. aureus demonstrates increased antimicrobial resistance, including resistance to vancomycin. Multiple studies have shown that this is at least partially due to physical protection of
S. aureus by the extracellular matrix of the biofilm (
319,
321); however, recent work also implicates low doses of the
Candida quorum-sensing molecule farnesol in the development of antibiotic resistance in
S. aureus due to an increase in the expression of efflux pumps (
322). Importantly, these effects are context-dependent, as higher doses of farnesol can instead inhibit biofilm growth of
S. aureus and sensitize it to antibiotics (
320). On the
in vivo side, mouse models also demonstrate that
C. albicans can enhance the establishment of infection with
S. aureus. Oral candidiasis facilitated both oral establishment and systemic dissemination of
S. aureus, which could be impeded by antifungal therapy; furthermore,
C. albicans enhanced the establishment of infection with
S. aureus even when the two microbes were injected at different sites in a mouse model, suggesting the influence of the host immune response (
323–325). Further work demonstrates that the two can exhibit synergistic virulence in a peritonitis model and lead to increased mortality compared to single infections (
326). Given the frequent coisolation of
S. aureus and
C. albicans from human infections, ranging from burn wounds to lung infections, candidemia, and infections of implanted medical devices, the interaction between the two species is of significant clinical concern.
Candida and Oral Streptococcus Species: Multiple Mechanisms of Mutualism
The relationships between
Candida and
Streptococcus species in the oral cavity are of particular clinical and research interest, as both colonize much of the human population, and their interactions may contribute to the pathogenicity of dental plaque biofilms (
232,
327).
Candida typically colonizes mucosal surfaces in the oral cavity but has been shown to associate with bacterial species, frequently
Streptococcus, in oral biofilms on both mucosal and dental surfaces (
328–330). Several studies indicate that
Candida and
Streptococcus species can have synergistic relationships in biofilm formation, although specific interactions may vary between the specific
Streptococcus species involved (
Fig. 2). On a global level, 16S rRNA and ITS gene sequencing of the oral microbiota showed that adults with higher levels of
Candida had increased levels of saccharolytic, acidogenic bacteria, including
Streptococcus species (
331). In general,
Streptococcus species may produce nutrients such as lactate and glucose that can be used by
Candida, while
Candida can relieve oxygen tension to allow growth of
Streptococcus (
231,
332).
In one example, mixed biofilms of
C. albicans and
Streptococcus gordonii on saliva-coated surfaces showed increased biomass and development of fungal hyphae compared to
Candida-only biofilms (
Fig. 2) (
333). Mechanistically, while
Candida uses the quorum-sensing molecule farnesol to repress its own hyphal morphogenesis at high concentrations,
S. gordonii was able to relieve farnesol-induced hyphal repression, a capability that was dependent on the interspecies quorum-sensing molecule autoinducer 2 (AI-2) (
333). Interestingly, the AI-2 molecule produced by another oral bacterial species,
Aggregatibacter actinomycetemcomitans, has the opposite effect and inhibits hyphal growth and therefore biofilm formation of
C. albicans (
334). Additionally, while growth in a mixed biofilm increased total biomass, the quorum-sensing molecule competence-stimulating peptide (CSP) produced by
S. gordonii favored the growth of
C. albicans in a planktonic state rather than in a biofilm (
335); the use of both AI-2 and CSP may allow the bacteria to modulate the amount of fungi in mixed communities by promoting either hyphal growth and planktonic dispersal from the biofilm, respectively.
The oral bacterium
Streptococcus mutans is also capable of growing in mixed communities with
C. albicans, with beneficial effects on its growth (
336). This relationship appears largely dependent upon the presence of sucrose; while
S. mutans binds poorly to
C. albicans itself, it produces glucosyltransferase enzymes that bind to the surface of the fungi and produce glucans from sucrose. This creates a polysaccharide-rich extracellular matrix to which the bacteria themselves can bind (
337,
338). There is evidence that
C. albicans itself may promote this interaction; bacterial-fungal conditioned media increased the growth of
S. mutans in a biofilm, specifically upregulating glucosyltransferase activity to enhance microcolony formation (
336). It was later identified that farnesol achieved this effect at low concentrations, despite inhibiting the growth of
S. mutans, and other bacterial species, at high concentrations (
336).
However,
S. mutans can repress hyphal morphogenesis in the yeast, which has been attributed to multiple mechanisms (
Fig. 2).
S. mutans CSP repressed hyphal growth, similarly to
S. gordonii, while the bacterium also produces a fatty acid signaling molecule, dubbed
Streptococcus diffusible signal factor or SDSF, that has a similar effect (
339,
340). Interestingly, this effect may be overcome in a more complex community, as
C. albicans showed enhanced hyphal formation and tissue invasion when grown with a combination of
S. mutans,
S. sanguinis,
Actinomyces viscosus, and
Actinomyces odontolyticus (
341). Additionally, it was shown that a mixed biofilm with
C. albicans strongly upregulated
S. mutans quorum-sensing gene networks, through increased levels of the hexapeptide pheromone
comX-inducing peptide (XIP); those authors speculate that proteases produced by
C. albicans degrade proteins to produce XIP, thereby triggering the activation of the bacterial quorum-sensing networks (
342).
S. mutans has long been known as an etiological agent of early childhood dental caries, and more recent work has found that
C. albicans is also frequently found in carious lesions. Therefore, there is interest in the potential cariogenic synergy of these two organisms (
343,
344). However, the effects of mixed growth on caries formation remains somewhat unclear. For example, it was shown that mixed-species biofilms have increased lactic acid production
in vitro but that
C. albicans actively increases the pH of the biofilm, which could theoretically reduce cariogenic potential (
345). Contrarily, in an
in vivo model, coinfection with
S. mutans and
C. albicans in a rat model led to significant increases in the viable populations of both organisms in plaque biofilms as well as increased and synergistic severity of dental caries on the smooth sides of the teeth (
338). Finally, another study found that while both
S. mutans and
C. albicans were capable of generating occlusal caries (those at the interface between the upper and lower teeth) in a rat model, there was no enhancement of this effect when both organisms were inoculated together (
346).
Streptococcus oralis has been more definitively implicated in pathogenic interactions with
C. albicans in the oral cavity (
Fig. 2). Both organisms may enhance the growth of the other in mixed biofilms on both abiotic and mucosal surfaces, and dual-species biofilms conferred a greater ability to invade both oral and esophageal mucosal tissue models on
C. albicans (
347–349).
In vivo, the two organisms had a synergistic effect on infection in a mouse model; specifically,
C. albicans promoted colonization with
S. oralis, while coinfection promoted deep-organ dissemination of
C. albicans and increased levels of oral candidiasis (
350). A follow-up study examined the potential mechanism behind this effect and showed that the two organisms synergistically stimulate increases in the host protein calpain, which targets and cleaves the epithelial junction protein E-cadherin and allows for increased fungal paracellular invasion (
351).
Overall, these observations indicate that several commonly occurring oral Streptococcus species have developed mutualistic relationships with C. albicans, resulting in enhanced biofilm formation, growth, or infective potential for one or both species. In vivo, it is likely that multiple species interact in more-intricate communities, with the production of multiple sets of quorum-sensing molecules, metabolites, and nutrients that may have more-complex interactions and implications for oral health.
Other Unicellular Eukaryotes in the Microbiome
While fungi are the most common unicellular eukaryotes colonizing the body, organisms such as amoebozoans, trypanosomatids, apicomplexans, metamonads, and heterokonts can also infect human hosts (
353). While there is comparatively less work exploring this topic, recent research has revealed that some of these organisms can interact with bacterial commensals or pathogens in a variety of ways. Infection with such organisms can itself alter the resident microbiota, the preexisting commensal community can alter the course of infection with these organisms, or, in some cases, both can occur (
354). Here, we discuss the interactions of the microbiota at multiple body sites with the heterokont genus
Blastocystis; the amoebozoan genus
Entamoeba; the metamonad genera
Giardia and
Trichomonas; the apicomplexan genera
Plasmodium,
Toxoplasma, and
Cryptosporidium; and the trypanosomatid genus
Leishmania.
According to culture-independent surveys of the human gut,
Blastocystis species are the most common nonfungal eukaryotes, with significant carriage rates even in industrialized nations (
353,
355,
356). In a rural Mexican community, carriage of
Blastocystis was found to be associated with increased bacterial alpha diversity and significant differences in bacterial community composition, including reductions in the abundance of
Prevotella copri and increases in the abundances of several
Clostridia lineages, including
Ruminococcus bromii. Additionally, colonization was associated with increased levels of several fungal taxa as well as metabolic differences and reduced levels of intestinal inflammation markers (
356). Similarly, another group studying
Blastocystis in a French cohort found increased alpha diversity and enrichment in
Ruminococcaceae associated with
Blastocystis colonization. However, they also found that the
Prevotellaceae abundance was increased rather than decreased in colonized individuals (
357). Supporting this, a study in Denmark found that colonization with
Blastocystis was associated with enrichments in
Prevotella, alongside reductions in
Bacteroides abundances (
358), and a metastudy of subjects from multiple continents found that
Prevotella copri was associated with
Blastocystis colonization and that
Bacteroides species and
Ruminococcus gnavus were associated with uncolonized subjects (
359). Overall, the specific impacts of
Blastocystis colonization are somewhat unclear and may depend on the sociogeographic context and particular subtype of
Blastocystis used (
356).
Entamoeba histolytica causes the potentially lethal illness amoebic dysentery, a significant health issue in some parts of the world, although it has long been recognized that exposures are frequently asymptomatic; on the contrary, the related species
Entamoeba dispar is nonpathogenic (
360,
361).
E. histolytica infects the gut and actually preys on the gut microbiota, although they are not strictly necessary for its growth, and its association with the gut microbiota may enhance its pathogenicity and protect it from oxidative stress (
362–364). Both amoeba-induced dysentery and asymptomatic colonization with
Entamoeba species have been associated with alterations to the gut microbiota. Quantitative PCR (qPCR) analysis revealed that amoebic dysentery reduced the abundance of numerous taxa while increasing the abundance of
Bifidobacterium, while 16S rRNA gene sequencing demonstrated that asymptomatic colonization was associated with increased alpha diversity and increased abundances of several taxa but significant reductions in the abundance of
Prevotella species, particularly
P. copri (
365,
366). Interestingly, a study of Bangladeshi children found that among those found to be colonized with
E. histolytica, those that experienced symptomatic disease had higher levels of
P. copri detected by qPCR, suggesting that higher levels of this taxon may predispose individuals to developing symptoms of amoebic infection (
367).
On the other hand, the same group found that some gut microbes may be protective against
E. histolytica in mouse models. First, mice treated with antibiotics to deplete their bacterial microbiota were more susceptible to
E. histolytica infection and displayed a deficit in neutrophil recruitment to the gut (
368). More specifically, mice colonized with SFB, which closely associate with the gut epithelium and provoke a T
H17 response, were protected from amoebic colonization and had an increased neutrophil presence in the gut. Intriguingly, this protection appears to be at least partially due to changes induced in bone marrow dendritic cells, as adoptive transfers of these cells from SFB-positive (SFB
+) to SFB-negative (SFB
−) mice was sufficient to confer protection, and gut-marrow signaling may be based on SFB-induced increases in levels of serum amyloid A (
369).
Gut bacteria have also been studied in the context of infection with
Giardia, a genus of metamonads that primarily colonizes the small intestine. While asymptomatic in many, it can cause acute diarrheal illness and recently has also been associated with the development of postdiarrheal irritable bowel syndrome (IBS). An accumulating body of work demonstrates bidirectional impacts between
Giardia infection and the composition of the gut microbiota (
370). For example, it was recognized that susceptibility to
Giardia lamblia (also known as
G. duodenalis or
G. intestinalis) infection in mouse models was dependent on the source of the mouse, with Taconic Farms mice being resistant but Jackson Laboratories mice being susceptible. Antibiotic treatment eliminated resistance, but cohousing of the two groups conferred resistance to all mice, implicating the composition of the gut microbiota in this phenotype (
371).
However, gut bacteria may contribute to symptom development, as germfree mice can be colonized by
Giardia but suffer less intestinal pathology than conventional mice (
372,
373). This may be due to a dampened host response, as germfree animals produce fewer
Giardia-specific antibodies and have less immune cell accumulation in the lamina propria than their conventional counterparts (
372). Similarly, antibiotic-treated animals have fewer activated CD8
+ T cells in the lamina propria during infection (
374). Furthermore,
G. lamblia has been associated with small intestinal bacterial overgrowth during infection as well as decreased epithelial tight junction integrity, increased permeability and bacterial adhesion, and mucosal inflammation even after parasite clearance; this suggests a long-term disturbance of intestinal homeostasis due to infection, which could potentially contribute to the development of postdiarrheal IBS (
375–377). Work in a
Caenorhabditis elegans model has also suggested that exposure to
G. lamblia may induce functional changes in commensal microbes, promoting intestinal colonization by bacteria and leading to lethality not observed during individual inoculations of either bacteria or parasites (
378).
To more specifically profile the changes observed in the bacterial community, Barash et al. studied the effects of
G. lamblia infection on the bacterial composition along the gastrointestinal tract in antibiotic-treated and naive mice (
379). They found that antibiotic-treated mice were significantly more susceptible to
Giardia colonization, displaying increased parasite burdens even at 2 weeks postinfection, and antibiotic-treated mice had more-widespread and longer-lasting community disruptions associated with
Giardia infection; these included depletions of
Clostridiaceae (
Firmicutes) and enrichments of
Moraxellaceae and
Rhodocyclaceae (both
Proteobacteria), particularly in the proximal small intestine. However, even untreated mice suffered disruptions to the composition of their gut bacteria (
379).
However, there is some research suggesting that
Giardia infection may actually reduce the incidence of diarrheal disease in areas with frequent gastrointestinal pathogen exposure, although the evidence is mixed and may be dependent on the specific coinfection (
380–384). In support of such an effect for bacterial pathogens, in a mouse model,
Giardia muris coinfection significantly attenuated pathology from the bacterium
Citrobacter rodentium, reducing weight loss, colitis, pathogen load, and bacterial attachment while increasing host antimicrobial peptide production. Furthermore, coinfection of human intestinal epithelial cell monolayers with
G. lamblia and enteropathogenic
E. coli led to enhanced antimicrobial peptide production, and
G. muris reduced the survival of both
C. rodentium and
E. coli in a coculture model (
385).
G. lamblia also appears to be able to antagonize host inflammatory responses, possibly by different mechanisms based on the genetic assemblage of the parasite. One study demonstrated that
G. lamblia assemblage A secretes a cysteine protease that degrades the neutrophil chemoattractant IL-8 (CXCL8), even in the presence of a direct, inflammatory bacterial insult in the form of
S. enterica serovar Typhimurium (
386,
387). On the other hand, a study reported that
G. lamblia assemblage B instead appeared to dampen inflammatory responses to enteroaggregative
E. coli during protein malnutrition, reducing myeloid cell activation despite an increased number of these cells in the ileum (
388).
Not all metamonads interact with bacteria in the gut, however, and there is evidence that the human genital tract pathogen
Trichomonas vaginalis may have a mutually antagonistic interaction with
Lactobacillus species in the vaginal microbiota. Epidemiologically, some recent studies have demonstrated a relationship between trichomoniasis and non-
Lactobacillus-dominated vaginal microbiota, which can be associated with the disease bacterial vaginosis but also occurs asymptomatically in a subset of women (
75,
389–393). Experimentally, early work recognized that
T. vaginalis could have a negative impact on the growth of
Lactobacillus acidophilus in coculture experiments (
394). More recently, others have found that
T. vaginalis can reduce the numbers of lactobacilli but not other vaginal bacteria associated with epithelial cells (
395), while a number of
Lactobacillus species were seen to inhibit adhesion of
T. vaginalis to epithelial cells and even promote displacement of the parasite in a contact-dependent manner (
396,
397). Additionally,
T. vaginalis appears to have an association with the vaginosis-associated bacterium
Mycoplasma hominis, which can be taken up and survive within cytoplasmic vacuoles. Some
T. vaginalis isolates are stably associated with the bacterium, and such isolates may increase the local inflammatory response, potentially increasing disease severity (
398–402).
There is also evidence of interactions between apicomplexans and the microbiota. For example,
Cryptosporidium parvum, an intestinal parasite, has a differential infective capacity in mice based on the presence of the microbiome; conventional mice are resistant to
C. parvum colonization for several weeks, while germfree mice become heavily infected much more quickly (
403,
404). However, mice treated with antibiotics to deplete their gut bacteria remained resistant to infection, suggesting a more complex mechanism than colonization resistance by competition (
404). As the increased susceptibility in germfree mice occurs in both immunocompetent and severe combined immunodeficiency models, which lack an adaptive immune system, the gut microbiota may confer resistance through nonspecific immune mechanisms (
403).
The gut microflora also appears to have a role in mediating the host response to infection with another apicomplexan parasite,
Toxoplasma gondii. This organism initially infects the small intestine, invading the epithelium to undergo differentiation from infective sporozoites to mobile tachyzoites. This epithelial damage allows increased bacterial penetration into the epithelium and interaction with the immune system, which can have both positive and negative consequences (
354,
405). On the one hand, gut bacteria may play a supportive role in the mucosal immune response to
T. gondii. In mice, the recognition of and immune response to
T. gondii canonically occur through the action of dendritic cell Toll-like receptor 11 (TLR-11) and subsequent production of IL-12 (
406). However, stimulation of other TLRs by the gut microbiota can also lead to IL-12 production, even compensating for the lack of TLR-11 in knockout mice, during oral
T. gondii infection. This does not occur during systemic infection, in which the immune response is entirely TLR-11-dependent, suggesting that local interactions such as gut epithelium damage by the parasite are necessary for microbial IL-12 stimulation to occur. Gut microbes may thus serve as a molecular adjuvant of the mucosal immune response and may perhaps be even more important during human infections, given the lack of a functional TLR-11 homologue (
406).
On the other hand, the gut flora can exacerbate intestinal inflammation and lead to significant ileitis and even death in mouse models (
407,
408). Multiple groups have found that
T. gondii infection results in inflammation only in the presence of the gut microbiota, as germfree or antibiotic-treated mice do not suffer these effects (
407,
408). In particular, it appears that infection with
T. gondii selectively expands
Proteobacteria, particularly
Enterobacteriaceae, which leads to the development of intestinal inflammation and pathology in this context (
407,
408). There may be a positive-feedback loop exacerbating both inflammation and
Enterobacteriaceae overgrowth;
T. gondii infection in the presence of
Enterobacteriaceae leads to intestinal damage and Paneth cell death, while the loss of the antimicrobial peptides produced by these cells may contribute to
Enterobacteriaceae overgrowth (
407). Additionally, some work suggests that
T. gondii infection may lead to a loss of immunological tolerance to commensals, possibly due to increased mucosal exposure to gut microbes (
409). Even after infection clearance and epithelial healing, mice had increased populations of apparently commensal-responsive CD4
+ T cells. Furthermore, transferring bacterium-specific splenic T cells to a
T. gondii-infected mouse results in significant proliferation and differentiation into effector cells, while this does not occur in uninfected hosts, demonstrating an increase in the frequency of immune cells responsive to the commensal microbiota during infection (
409).
The host gut microbiota may also impact the severity and transmission of another apicomplexan-related disease, malaria, caused by parasites of the genus
Plasmodium (
410). Studies in mice have demonstrated that animals from different vendors, and therefore with different gut microbial compositions, were differentially susceptible to infection, with varied parasite burdens and mortality outcomes. Furthermore, this resistance or susceptibility could be transferred to germfree mice via cecal transplants (
411). This resistance appeared to be related to an elevated humoral immune response, and resistance was associated with increased abundances of
Lactobacillaceae,
Bifidobacteriaceae, and
Clostridiaceae while susceptibility was associated with higher levels of
Bacteroidaceae,
Prevotellaceae, and
Sutterellaceae (
411). Similarly, a study of the fecal bacterial microbiota of a Malian cohort found that a particular microbial assemblage, which included higher levels of
Bifidobacterium,
Lactobacillus, and
Streptococcus and lower levels of
Prevotellaceae and various
Clostridia taxa, was associated with a reduced incidence of malaria (
412). Furthermore,
Plasmodium sporozoites possess certain surface glycans shared by some species of
Enterobacteriaceae, and studies in both humans and mice suggest that antibodies against these glycans may be cross-protective against infection with
Plasmodium (
413).
Plasmodium infection may also cause alterations to the gut microbiota, and humans suffering from malaria may experience gastrointestinal symptoms (
414–416). Work in a mouse model found that infection with
Plasmodium berghei led to intestinal pathology in addition to dysbiosis, characterized by reductions in
Firmicutes and increases in
Proteobacteria and
Verrucomicrobia abundances. In particular,
Lactobacillaceae abundances were reduced during infection, while
Verrucomicrobiaceae and
Enterobacteriaceae abundances were increased; interestingly, alterations to the gut community could be observed before the onset of gastrointestinal pathologies (
416). Additionally, infection of mice with
Plasmodium yoelii leads to a reduction of colonization resistance against
S. enterica (
417). The microbiota may also play a role in the susceptibility of the mosquito host to carriage of the parasite. For example, the ability of
Plasmodium to colonize and mature within its
Anopheles mosquito vector is at least partially dependent on the midgut bacteria, via mechanisms including direct antiparasite antagonism and the ability to influence the insect’s immune system. In particular, the bacterium
Serratia marcescens and some species of
Enterobacter have been implicated in reducing parasite colonization (
418–422).
Interactions between bacterial microbiota and unicellular eukaryotes may also take place in skin communities; several studies have suggested that cutaneous leishmaniasis, caused by trypanosomatids of the genus
Leishmania, may interact with skin bacteria (
422). Infection with
Leishmania braziliensis in humans leads to dysbiosis of the skin bacterial microbiota, with reductions in the diversity and overgrowth of the genera
Staphylococcus and/or
Streptococcus; similar changes can be observed in a mouse model using
Leishmania major ear infection (
423). Interestingly, the specific changes observed may be dependent on symptom severity, with resolvable infections leading to
Staphylococcus overgrowth and nonhealing lesions leading first to
Staphylococcus but ultimately to
Streptococcus dominance. Furthermore, parasite-associated dysbiosis could be transferred to naive mice by cohousing, and if these dysbiotic mice were then exposed to
L. major, they displayed greater lesion severity and higher levels of inflammatory markers than mice with normal skin microbiota (
423). The gut bacterial microbiota may also be affected during
Leishmania infection, with a study demonstrating decreases in
Gammaproteobacteria abundances in both healing and nonhealing mouse models, although such an effect requires more research (
424).
The outcome of
Leishmania infection in germfree animals is unclear, potentially dependent on the route of infection, parasite inoculation dose, or mouse strain. In one case using subcutaneous footpad infection, it was shown that germfree mice were able to mount an antiparasite response similar to that of conventional animals but that they failed to heal lesions and were more densely colonized than conventional mice or mice conventionalized postinfection (
425,
426). However, in a study using an intradermal ear infection model, germfree mice were more permissive to growth of
L. major but had lesions that were smaller and less necrotic (
427). Similarly, subcutaneous tail and ear infection models with
Leishmania amazonensis demonstrated that germfree mice had smaller lesions than those of conventional mice (
422,
428). Additionally, the microbiota of the
Leishmania infantum vector
Lutzomyia longipalpis (sand fly) appears to be critical for the development of the parasite in the insect midgut; infection of
L. longipalpis results in disturbance and loss of diversity in the bacterial microbiota, while depletion of the gut microbiota with antibiotics impeded the parasite’s ability to replicate and develop in the fly midgut (
429).
Summary
Fungi may make up a relatively small proportion of the human microbiota, but their relationships with their bacterial neighbors and the host are not insignificant. Advances in sequencing technology have allowed a much greater understanding of the diversity of human-associated fungi than was possible with culture-dependent methods, and while fungal marker gene databases lag behind those for bacteria, progress is being made. It is becoming increasingly clear that fungi persistently colonize a range of body sites, form a variety of antagonistic or cooperative relationships with bacterial species, and can affect the course of disease during coinfections.
In particular, the ubiquitous human-associated fungus C. albicans demonstrates a range of interactions with bacteria. There are a number of examples of cooperative interactions between C. albicans and bacterial species, particularly in the oral environment. However, there are just as many examples of antagonism, including competition in shared niches and direct mechanisms of killing. Importantly, there are multiple examples in which bacterial species have an antagonistic relationship with C. albicans in an in vitro setting but demonstrate synergistic virulence in in vivo models, highlighting the important role that the host and possibly other species of bacteria and fungi may play in modulating some of these interactions.
Much of the interaction between bacteria and fungi is mediated by quorum-sensing molecules. Farnesol, a C. albicans quorum sensor that inhibits hyphal morphogenesis, is particularly important and has various effects depending on the concentration and context; it has fairly strong antimicrobial effects on multiple bacterial species at high doses but can have positive effects on bacterial fitness at low doses, including enhancing biofilm growth and increasing antibiotic resistance. Bacterial species themselves use a host of quorum sensors, including AI-2, CSP, Fsr, and farnesol mimics such as HSL, to regulate hyphal growth of C. albicans in mixed communities; in at least one case, C. albicans may actually induce a quorum-sensing system, specifically the XIP system in S. mutans. Additionally, a number of bacterial species have developed strategies to kill or suppress C. albicans, particularly in the hyphal form.
Moving forward, there are several directions to pursue. On a technical level, expansion and improved curation of fungal databases will be required to continue making progress, particularly in the arena of metagenomics and metatranscriptomics. This is particularly important to help overcome some of the limits of marker gene sequencing, which lacks detail and the ability to identify strain-specific differences but has been used in most studies to date. As has been found in bacteriome work, while descriptions of resident taxa are informative, this approach cannot accurately account for the contributions of specific genes, regulatory pathways, and/or metabolites to the gut community. Additionally, when studying relationships between fungi and bacterial pathogens, work comparing in vitro and in vivo models will be important to account for the impacts of the host and other microbiota, which may have a significant influence on the interaction. Finally, while next-generation sequencing studies have revealed a number of potential relationships between fungal and bacterial taxa in the gut microbiome, the biological implications of such relationships generally have yet to be revealed. Performing interventional studies to identify the impacts of diet or other factors, in parallel with in-depth metagenomics, metatranscriptomics, and/or metabolomics, may help to reveal the potential relevance of such observations and uncover functional networks of both fungal and bacterial species in the microbiome.
In addition to fungal colonization, human can be infected with a diverse array of other unicellular eukaryotes, which frequently demonstrate a parasitic relationship with their hosts. While the exact associations vary by organism, there is evidence for interactions between unicellular eukaryotes and the microbiota of the skin, gut, and genital tract. Infection with these organisms can alter the composition or function of the resident microbiota, commensal microbes may provide protection against infection, or resident microbes can contribute to the pathology of infection; in many cases, these interactions involve modulations of host immunity to exacerbate or protect against pathological responses. Furthermore, the microbiota of insect vectors can also interact with the parasites that they carry, either promoting or inhibiting development, which can have important implications for the spread and transmission of these diseases. Continuing work in this arena will benefit from the identification of specific microbes that confer protective effects, comparisons of results from mouse models with data from human subjects, and further elucidation of mechanisms via which unicellular eukaryotes, the microbiota, and the host interact.