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Gut and Liver is an international journal of gastroenterology, focusing on the gastrointestinal tract, liver, biliary tree, pancreas, motility, and neurogastroenterology. Gut atnd Liver delivers up-to-date, authoritative papers on both clinical and research-based topics in gastroenterology. The Journal publishes original articles, case reports, brief communications, letters to the editor and invited review articles in the field of gastroenterology. The Journal is operated by internationally renowned editorial boards and designed to provide a global opportunity to promote academic developments in the field of gastroenterology and hepatology. +MORE
Yong Chan Lee |
Professor of Medicine Director, Gastrointestinal Research Laboratory Veterans Affairs Medical Center, Univ. California San Francisco San Francisco, USA |
Jong Pil Im | Seoul National University College of Medicine, Seoul, Korea |
Robert S. Bresalier | University of Texas M. D. Anderson Cancer Center, Houston, USA |
Steven H. Itzkowitz | Mount Sinai Medical Center, NY, USA |
All papers submitted to Gut and Liver are reviewed by the editorial team before being sent out for an external peer review to rule out papers that have low priority, insufficient originality, scientific flaws, or the absence of a message of importance to the readers of the Journal. A decision about these papers will usually be made within two or three weeks.
The remaining articles are usually sent to two reviewers. It would be very helpful if you could suggest a selection of reviewers and include their contact details. We may not always use the reviewers you recommend, but suggesting reviewers will make our reviewer database much richer; in the end, everyone will benefit. We reserve the right to return manuscripts in which no reviewers are suggested.
The final responsibility for the decision to accept or reject lies with the editors. In many cases, papers may be rejected despite favorable reviews because of editorial policy or a lack of space. The editor retains the right to determine publication priorities, the style of the paper, and to request, if necessary, that the material submitted be shortened for publication.
Domingo C. Balderramo1 , Pablo Alberto Romagnoli2 , Atle van Beelen Granlund3,4,5 , Ignacio Catalan-Serra4,5,6
Correspondence to: Ignacio Catalan-Serra
ORCID https://orcid.org/0000-0001-9619-7634
E-mail ignacio.catalan@ntnu.no
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Gut Liver 2023;17(4):505-515. https://doi.org/10.5009/gnl220537
Published online June 12, 2023, Published date July 15, 2023
Copyright © Gut and Liver.
There is growing evidence of the role of fungal microbiota in the pathogenesis of inflammatory bowel disease (IBD). Fungi can exert direct pro-inflammatory effects or modify the bacterial composition via interkingdom interactions. Although several studies have demonstrated alterations in the fecal fungal microbiota composition in IBD, there is a wide variation in the mycobiome in different populations, with no definite pattern that can define the mycobiome in IBD having yet been identified. Recent work has suggested that characterizing the fecal fungal composition may influence therapeutic decisions and help to predict outcomes in a subset of IBD patients. In this study, we review the current literature on the emerging role of the fecal mycobiome as a potential tool for precision medicine in IBD.
Keywords: Inflammatory bowel diseases, Microbiome, Mycobiome, Crohn disease, Ulcerative colitis
Inflammatory bowel disease (IBD) is a chronic systemic condition that encompasses both ulcerative colitis (UC) and Crohn’s disease (CD). The etiopathogenesis of IBD is still unknown, but evidence suggests that altered immune responses to gut microbiota perpetuate intestinal inflammation in susceptible individuals.1-3
The gut microbiota is an ecosystem consisting of bacteria, virus, fungi, and archaea. Gut microbes interact with the host immune system and help maintaining epithelial integrity and homeostasis. However, alterations in the microbiome may also contribute to chronic intestinal inflammation when alterations of the gut barrier occur, such as in IBD.4,5 Alterations in the composition of the microbiota (dysbiosis) have been demonstrated both in UC and CD.6 This has led to an active a search for microbiota-based therapeutic interventions in order to restore balance and to control gut inflammation.7,8
Although most of the microbiome studies have focused on the bacterial component, there is increasing evidence of the relevance of viral and fungal dysbiosis in the pathogenesis of IBD.9-11 Interestingly, gut fungi and bacteria and their metabolites form complex interactions as has been demonstrated by the effect of altering bacterial abundance and diversity on fungal overgrowth.12,13 Moreover, the presence of disease-specific bacterial-fungal alterations have been repeatedly shown in patients with IBD, supporting a role for fungi in disease pathogenesis and opening the possibility of modulating fungal microbiota as a therapeutic approach.14,15 In addition, fungal dysbiosis has also been demonstrated in other diseases affecting the gastrointestinal tract, such as in irritable bowel syndrome,
Fungi represent only a small fraction of the total human gut microbiome (0.1%) with most of the gut fungal species being unculturable.20,21 Nevertheless, the implementation of high-throughput sequencing methods in recent years has allowed for a much more extensive characterization of fungal gut microbiota and the association between fungal dysbiosis and intestinal inflammation.22,23
Several studies have shown alterations in the fecal fungal microbiota composition in IBD, with major variations in the
The mycobiome can also influence the outcomes of therapy in IBD. Recent studies have demonstrated how the abundance of
Despite the increasing armamentarium to treat IBD in recent years, a third of all patients are primary non-responders to initial treatment, with clinical response declining over time.30 Also, IBD is a very heterogeneous disease having different phenotypes, often presenting additional extra-intestinal manifestations (arthralgia, skin, ocular manifestations, etc.) complicating therapeutic decisions.3 Thus, we are in need of better individualization tools to help in the selection of appropriate therapies over time, thereby improving effectiveness and avoiding unnecessary side effects.31 In this regard, precision medicine can for implementing and integrating the study of different levels of biological information (molecular medicine, genomics, proteomics, immunomics, etc.) in clinical practice.32,33
Several studies have shown variations in microbiota composition and disease features, including activity, phenotypes, response to treatment, and outcomes.34 However, most of these studies have focused on bacteria. The growing evidence on the role played by fungal dysbiosis in the clinical course of IBD suggests a potential application of mycobiome studies in clinical practice, and eventually a future role in fungal-targeted therapies. In this review, we aim to provide a critical assessment of the evidence of the use of fecal fungal microbiota studies as a tool for precision medicine in IBD and we also suggest further possible strategies for its implementation in clinical practice in the near future.
Although hindered by the lack of annotations of more than 99% of the existing fungi at the NCBI GenBank database,35 fungi sequences can account for between 0.01% to 0.1% of the nucleic acid sequences detected by shotgun metagenomics on human microbiome samples.20,36-38 While the percentage of fungi present in the microbiome is small, their influence in the host might be substantial since their metabolic activities are unique in that they are not likely to be present in procaryotes.38
The fecal mycobiome changes with age due to externals factors such as lifestyle,39,40 nutrition,41 and the external acquisition of new microorganisms.42 In addition, the fecal mycobiome shows its highest diversity at the extremes of a human’s life existence, at birth and during old age,42 with these changes highlighting the tight interplay with gut bacteria.13
The core mycobiome is dominated by
Our current understanding of fecal microbiota is shaped by methodological strengths and weaknesses. There are many methodological considerations that can affect the results from fecal mycobiome analyses, with there being no consensus as to which methods are the best ones. This is true for everything from sampling strategies through sequencing methodology, to sequence analysis and interpretation. Thus, special caution should be taken when conducting and interpreting analyses, to avoid overlooking methodological variations potentially skewing the results. For example, studies have shown that as little as a 48-hour storage of fecal samples under different conditions can introduce a considerable amount of variability in the downstream microbial analysis, albeit not always enough to overshadow intra-individual differences.50 There have also been significant differences in detected fungal microbiome depending on whether the fecal samples were homogenized or if separate aliquots or taken from the same sample.51 Finally, the choice of DNA isolation method can also affect results significantly, underlining the need for rigorous testing and standardization when used in a clinical setting.52
Almost all studies on fecal mycobiome use amplicon sequencing to identify strains, depending on primers targeting the internal transcribed spacer (ITS) within the ribosomal gene region of the fungal genome.53 ITS amplicon sequencing relies on targeted amplification and sequencing of a small part of the microbial genome, with subsequent alignment to sequences with a known identity. Study protocols typically choose one of several available primer pairs for the amplification, which can be problematic as interpretation is dependent on which primers are used, and both the strain identification and diversity estimates might differ.54 ITS amplicon sequencing is also dependent on the databases used for alignment and can only be interpreted when the detected sequence is already known.55
Alternatively, microbiome shotgun sequencing can be used, allowing for a presumably unbiased characterization of the whole mycobiome independent of amplicons.56 Shotgun sequencing enables taxonomical characterization, while at the same time allowing identification of the functional genomic clusters and pathways present in the sample independent of species identification. Shotgun metagenomics is slowly becoming the standard in analyses of prokaryotes,57 but is also gaining use in eukaryote analyses as suitable bioinformatics tools become available.58,59 As the number of fungal reference genomes increase, and as methods become more sensitive, shotgun sequencing will become the most powerful option for the characterization of fungal microbiota.
In most studies of IBD fecal microbiota, the main goal has been to identify changes in fungal composition either associated with disease state, progression or treatment response. However, the bioinformatic and statistical tools used for these analyses have differed greatly between studies, and as of yet there is no established consensus concerning the methodology. In previous times, the methods used were typically developed with whole genome gene expression analyses in mind. Metagenome data differ from whole genome gene expression in that the results table is usually sparser, with many species not been detected above threshold within each sample. While this could be solved by filtering raw data, there is currently wide agreement that rarefication of data should be avoided when performing abundance analyses.60 As studies have shown that the choice of bioinformatic and statistical methods have a great impact on interpretation, future work on the mycobiome should ideally consider results from many different algorithms before attempting any interpretation.61 Ultimately, it is important that fecal mycobiome studies draw on the experiences gained from bacterial microbiome analyses, and work to reach a best practice consensus when it comes to sampling and analysis.62 Table 1 summarizes some of the considerations that should be made when conducting and/or interpreting analyses of fecal fungal microbiota.
Table 1 Considerations to Be Made When Planning and Interpreting Studies of Fecal Fungal Microbiota
Step | Consideration |
---|---|
Sample collection |
|
Sample storage |
|
Sample processing |
|
DNA isolation |
|
Sequencing methodolgy |
|
Data analysis |
|
There is increasing evidence supporting a role of the intestinal mycobiome in the pathogenesis of IBD. Fungi can contribute directly to intestinal inflammation via the innate immune receptor, Dectin-1, which recognizes β-1,3-glucans in the fungal cell, thereby activating intracellular signaling through the caspase recruitment domain-containing protein 9 (CARD9) and eliciting a Th1 and Th17 response in the host.63-65 A recent study has shown that
Elevated levels of anti-
Numerous studies have analyzed the mycobiota in fecal samples or colonic biopsies from CD patients while only few of these have focused on UC.9 An alteration in the richness and diversity of intestinal mycobiota has been observed in IBD.14,15,25,72 Most studies show an increase of the
Table 2 Main Studies of the Fecal Mycobiome in IBD
Author (year) | IBD type | Type of samples | Main alterations |
---|---|---|---|
Ott | CD/UC | Mucosa samples | More fungal richness/diversity in CD. A non-significant difference was observed in UC patients. |
Li | CD | Mucosa and fecal samples | Increased fecal fungal diversity in CD and increased richness and diversity in inflamed mucosa vs non-inflamed mucosa. |
Mukhopadhya | Pediatric IBD | Mucosa samples | |
Chehoud | Pediatric IBD | Fecal samples | |
Liguori | CD | Surgical mucosa samples | |
Sokol | CD | Fecal samples | Reduced diversity in IBD and increased |
Lewis | Pediatric CD | Fecal samples | Five yeasts were positively associated with CD, in particular in the context of greater bacterial dysbiosis. |
Imai | CD/UC | Fecal samples | Composition of the fungal microbiome of a Japanese population was considerably different from that of a Western population. |
El Mouzan | Pediatric IBD | Mucosa and fecal samples | Better prediction obtained for the diagnosis of pediatric CD using stool samples. |
Lemoinne | PSC/IBD patients | Fecal samples | PSC/IBD patients presented a higher fungal diversity compared to patients with only IBD diagnosis. PSC was associated with an alteration of the bacterial-fungi interaction. |
Qiu | CD | Fecal samples | |
Nelson | CD | Fecal samples | No influence of NOD2 variants on mycobiota in CD patients on remission. |
Zeng | CD | Fecal samples | Phenotype and activity in CD patients. |
IBD, Inflammatory bowel disease; CD, Crohn’s disease; UC, ulcerative colitis; PSC, primary sclerosing cholangitis.
An increase in
There are variations in the proportion of
There is little information available about how the mycobiome correlates with the presence of extraintestinal manifestations. Lemoinne
The fecal mycobiome has also been studied in pediatric populations. Chehoud
The correlation between fungal and bacterial microbiota composition has been analyzed in some studies. Imai
A recent study including 25 CD patients from China observed a negative correlation between the abundance of
There is few information available on IBD phenotype and mycobiota. Qiu
A recent study in Norwegian IBD patients found relevant differences in the mycobiome associated with the location of CD (L).82 Interestingly, patients with pure ileal forms (L1) showed a depletion in
Perianal disease is associated with a decrease in quality of life and bad outcomes in CD patients. Zeng
There is insufficient information about the variations of the mycobiota in relation to the extension of disease in UC. Catalàn-Serra
More studies are still needed in order to assess the differential composition of the mycobiota according to the disease extension in patients with UC or the behavior in patients with CD (inflammatory vs stenosing-perforating). In addition, more information is needed on perianal involvement, one of the most complex therapeutic challenges in patients with CD.
A few published studies have addressed the association between fecal mycobiome composition and disease activity in order to try to understand the potential pathogenic role of fungal dysbiosis in IBD.
Sokol
Active IBD patients have also shown an increase in three different
A potential protective anti-inflammatory effect of
A recent publication compared fecal fungi between CD patients in flare and in remission.79 The phylum Ascomycota dominated fungi in both groups and no significant differences were found in
The correlation between intestinal fungi with clinical and laboratory markers of activity has been evaluated in IBD. Li
A recent study found that a positive correlation between
Less is known about the mycobiome and disease activity in UC. Catalàn-Serra
In pediatric CD population, fungal dysbiosis after diet-based therapy was analyzed in a longitudinal study at baseline and 1 week into therapy.
Dysbiosis can alter gut homeostasis leading to an impairment in intestinal barrier integrity and a pro-inflammatory immune response.6 Although the use of microbial signatures to predict outcomes has not yet reached the clinical practice yet, several lines of evidence support an association of certain bacteria with the prognosis of IBD patients. For example, a deficiency in
It is still not known whether fungal microbiota signatures can be used as a predictive tool in clinical practice remains unknown. Few studies have follow-up cohorts to study the association of mycobiome composition and IBD outcomes, and there is a lack of well-designed longitudinal prospective studies.
A recent study that analyzed the fecal mycobiome of Norwegian IBD patients and controls showed a clear association between some fungal species and complicated disease or risk of surgery.82 Of the total of 89 IBD patients included in this study, 40 of these were followed clinically for a period of 6 years after the sample collection. Patients with complicated diseases (defined as the need for intensified medical treatment) had significantly more
Moreover,
Interestingly, the fungal composition was also shown to influence the response to treatment in IBD. Leonardi
A recent Finnish study showed that a high abundance of
Fungi are an indispensable component of the human gut microbiome and perform a key role in modulating the immune response and in the development of chronic intestinal inflammation. Fungal microbiome dysbiosis is a common feature in IBD and several lines of research have highlighted the potential role of the mycobiome in the pathogenesis of the disease.
The introduction of fecal sequencing-based analysis in recent years has increased our understanding of the normal and pathological fungal composition, which has allowed its association with the different phenotypes, disease activity and prognosis in IBD to be investigated, thereby identifying the use of the mycobiome as a potential precision medicine tool.
Growing evidence has shown that fecal mycobiome dysbiosis occurring in IBD, as well as variations being found in the different phenotypes and in the fungal composition with disease activity. In addition, some studies have revealed an association between fungi composition and disease outcomes, as well as deleterious effect on intestinal inflammation been provoked by certain fungal species. Nevertheless, the majority of the studies only demonstrate an association–rather than causation–and very few of these have been validated externally or in prospective studies. Thus, this review aims to summarize the current evidence and the deficiencies in mycobiome research which need to be resolved before it can be implemented in clinical practice.
Indeed, many questions remain unsolved. One of the most urgent aspects is to be able to characterize better what a normal gut mycobiome is. Although several species seem to be predominant, there are a great variation concerning this aspect in the literature. Specifically, two aspects need to be further addressed: (1) which fungi are resident, and which are transient and (2) what variations exist in the mycobiome composition regarding geographical and ethnical differences. In addition, it is important to obtain a better characterization of the effect of local or specific diets on the mycobiome, and related to this, also to have a better understanding of the use of diet as a potential therapeutic tool (exclusive enteral nutrition, CD exclusion diet, parenteral nutrition, etc.) in the fungal microbiome. Some microbiome-targeted interventions, such as specific diets with a focus on fungi (like the mycobiome diet),85 micronutrient supplementation with zinc86 or the use of some probiotics containing
Other aspects, for example, the variations in the gut mycobiome over time in the disease course and the effect of common medications (steroids, azathioprine, anti-tumor necrosis factor) on its composition need to be established. Furthermore, there is increasing interest in exploring how new biologic therapies and small molecules impact the mycobiome, and if the mycobiome composition could be used as a biomarker for therapeutic response.
Recent studies linking the fungal composition (
Lastly, we need to obtain a better understanding of the interaction between gut fungi and bacteria better. Although the effects of antimicrobials such as antibiotics on fungal composition is well established, less is known about the effect of altering the mycobiome (with antifungals or specific diets/probiotics for example) on bacteria. An integrative analysis using systems biology approaches should enable a better understanding of the trans-kingdom network (bacteria, fungi, virus, and archaea) and how it influences the immune response in the human gut. Future coordinated efforts should now address these issues to permit these findings on the role of fungi in IBD to be incorporated into clinical practice.
No potential conflict of interest relevant to this article was reported.
Gut and Liver 2023; 17(4): 505-515
Published online July 15, 2023 https://doi.org/10.5009/gnl220537
Copyright © Gut and Liver.
Domingo C. Balderramo1 , Pablo Alberto Romagnoli2 , Atle van Beelen Granlund3,4,5 , Ignacio Catalan-Serra4,5,6
1Department of Gastroenterology, Private Hospital Medical Center of Cordoba S.A., 2Universitarian Institute for Biomedical Sciences of Cordoba (IUCBC), Translational Medicine Research Center "Severo R. Amuchastegui" (CIMETSA). G.V. Medical Research Institute "Mercedes and Martin Ferreyra" (INIMEC-CONICET-UNC), Cordoba, Argentina, 3Department of Gastroenterology and Hepatology, Clinic of Medicine, St. Olav’s University Hospital, 4Department of Clinical and Molecular Medicine (IKOM) and 5Centre of Molecular Inflammation Research, NTNU-Norwegian University of Science and Technology, Trondheim, and 6Department of Medicine, Gastroenterology, Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
Correspondence to:Ignacio Catalan-Serra
ORCID https://orcid.org/0000-0001-9619-7634
E-mail ignacio.catalan@ntnu.no
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
There is growing evidence of the role of fungal microbiota in the pathogenesis of inflammatory bowel disease (IBD). Fungi can exert direct pro-inflammatory effects or modify the bacterial composition via interkingdom interactions. Although several studies have demonstrated alterations in the fecal fungal microbiota composition in IBD, there is a wide variation in the mycobiome in different populations, with no definite pattern that can define the mycobiome in IBD having yet been identified. Recent work has suggested that characterizing the fecal fungal composition may influence therapeutic decisions and help to predict outcomes in a subset of IBD patients. In this study, we review the current literature on the emerging role of the fecal mycobiome as a potential tool for precision medicine in IBD.
Keywords: Inflammatory bowel diseases, Microbiome, Mycobiome, Crohn disease, Ulcerative colitis
Inflammatory bowel disease (IBD) is a chronic systemic condition that encompasses both ulcerative colitis (UC) and Crohn’s disease (CD). The etiopathogenesis of IBD is still unknown, but evidence suggests that altered immune responses to gut microbiota perpetuate intestinal inflammation in susceptible individuals.1-3
The gut microbiota is an ecosystem consisting of bacteria, virus, fungi, and archaea. Gut microbes interact with the host immune system and help maintaining epithelial integrity and homeostasis. However, alterations in the microbiome may also contribute to chronic intestinal inflammation when alterations of the gut barrier occur, such as in IBD.4,5 Alterations in the composition of the microbiota (dysbiosis) have been demonstrated both in UC and CD.6 This has led to an active a search for microbiota-based therapeutic interventions in order to restore balance and to control gut inflammation.7,8
Although most of the microbiome studies have focused on the bacterial component, there is increasing evidence of the relevance of viral and fungal dysbiosis in the pathogenesis of IBD.9-11 Interestingly, gut fungi and bacteria and their metabolites form complex interactions as has been demonstrated by the effect of altering bacterial abundance and diversity on fungal overgrowth.12,13 Moreover, the presence of disease-specific bacterial-fungal alterations have been repeatedly shown in patients with IBD, supporting a role for fungi in disease pathogenesis and opening the possibility of modulating fungal microbiota as a therapeutic approach.14,15 In addition, fungal dysbiosis has also been demonstrated in other diseases affecting the gastrointestinal tract, such as in irritable bowel syndrome,
Fungi represent only a small fraction of the total human gut microbiome (0.1%) with most of the gut fungal species being unculturable.20,21 Nevertheless, the implementation of high-throughput sequencing methods in recent years has allowed for a much more extensive characterization of fungal gut microbiota and the association between fungal dysbiosis and intestinal inflammation.22,23
Several studies have shown alterations in the fecal fungal microbiota composition in IBD, with major variations in the
The mycobiome can also influence the outcomes of therapy in IBD. Recent studies have demonstrated how the abundance of
Despite the increasing armamentarium to treat IBD in recent years, a third of all patients are primary non-responders to initial treatment, with clinical response declining over time.30 Also, IBD is a very heterogeneous disease having different phenotypes, often presenting additional extra-intestinal manifestations (arthralgia, skin, ocular manifestations, etc.) complicating therapeutic decisions.3 Thus, we are in need of better individualization tools to help in the selection of appropriate therapies over time, thereby improving effectiveness and avoiding unnecessary side effects.31 In this regard, precision medicine can for implementing and integrating the study of different levels of biological information (molecular medicine, genomics, proteomics, immunomics, etc.) in clinical practice.32,33
Several studies have shown variations in microbiota composition and disease features, including activity, phenotypes, response to treatment, and outcomes.34 However, most of these studies have focused on bacteria. The growing evidence on the role played by fungal dysbiosis in the clinical course of IBD suggests a potential application of mycobiome studies in clinical practice, and eventually a future role in fungal-targeted therapies. In this review, we aim to provide a critical assessment of the evidence of the use of fecal fungal microbiota studies as a tool for precision medicine in IBD and we also suggest further possible strategies for its implementation in clinical practice in the near future.
Although hindered by the lack of annotations of more than 99% of the existing fungi at the NCBI GenBank database,35 fungi sequences can account for between 0.01% to 0.1% of the nucleic acid sequences detected by shotgun metagenomics on human microbiome samples.20,36-38 While the percentage of fungi present in the microbiome is small, their influence in the host might be substantial since their metabolic activities are unique in that they are not likely to be present in procaryotes.38
The fecal mycobiome changes with age due to externals factors such as lifestyle,39,40 nutrition,41 and the external acquisition of new microorganisms.42 In addition, the fecal mycobiome shows its highest diversity at the extremes of a human’s life existence, at birth and during old age,42 with these changes highlighting the tight interplay with gut bacteria.13
The core mycobiome is dominated by
Our current understanding of fecal microbiota is shaped by methodological strengths and weaknesses. There are many methodological considerations that can affect the results from fecal mycobiome analyses, with there being no consensus as to which methods are the best ones. This is true for everything from sampling strategies through sequencing methodology, to sequence analysis and interpretation. Thus, special caution should be taken when conducting and interpreting analyses, to avoid overlooking methodological variations potentially skewing the results. For example, studies have shown that as little as a 48-hour storage of fecal samples under different conditions can introduce a considerable amount of variability in the downstream microbial analysis, albeit not always enough to overshadow intra-individual differences.50 There have also been significant differences in detected fungal microbiome depending on whether the fecal samples were homogenized or if separate aliquots or taken from the same sample.51 Finally, the choice of DNA isolation method can also affect results significantly, underlining the need for rigorous testing and standardization when used in a clinical setting.52
Almost all studies on fecal mycobiome use amplicon sequencing to identify strains, depending on primers targeting the internal transcribed spacer (ITS) within the ribosomal gene region of the fungal genome.53 ITS amplicon sequencing relies on targeted amplification and sequencing of a small part of the microbial genome, with subsequent alignment to sequences with a known identity. Study protocols typically choose one of several available primer pairs for the amplification, which can be problematic as interpretation is dependent on which primers are used, and both the strain identification and diversity estimates might differ.54 ITS amplicon sequencing is also dependent on the databases used for alignment and can only be interpreted when the detected sequence is already known.55
Alternatively, microbiome shotgun sequencing can be used, allowing for a presumably unbiased characterization of the whole mycobiome independent of amplicons.56 Shotgun sequencing enables taxonomical characterization, while at the same time allowing identification of the functional genomic clusters and pathways present in the sample independent of species identification. Shotgun metagenomics is slowly becoming the standard in analyses of prokaryotes,57 but is also gaining use in eukaryote analyses as suitable bioinformatics tools become available.58,59 As the number of fungal reference genomes increase, and as methods become more sensitive, shotgun sequencing will become the most powerful option for the characterization of fungal microbiota.
In most studies of IBD fecal microbiota, the main goal has been to identify changes in fungal composition either associated with disease state, progression or treatment response. However, the bioinformatic and statistical tools used for these analyses have differed greatly between studies, and as of yet there is no established consensus concerning the methodology. In previous times, the methods used were typically developed with whole genome gene expression analyses in mind. Metagenome data differ from whole genome gene expression in that the results table is usually sparser, with many species not been detected above threshold within each sample. While this could be solved by filtering raw data, there is currently wide agreement that rarefication of data should be avoided when performing abundance analyses.60 As studies have shown that the choice of bioinformatic and statistical methods have a great impact on interpretation, future work on the mycobiome should ideally consider results from many different algorithms before attempting any interpretation.61 Ultimately, it is important that fecal mycobiome studies draw on the experiences gained from bacterial microbiome analyses, and work to reach a best practice consensus when it comes to sampling and analysis.62 Table 1 summarizes some of the considerations that should be made when conducting and/or interpreting analyses of fecal fungal microbiota.
Table 1 . Considerations to Be Made When Planning and Interpreting Studies of Fecal Fungal Microbiota.
Step | Consideration |
---|---|
Sample collection |
|
Sample storage |
|
Sample processing |
|
DNA isolation |
|
Sequencing methodolgy |
|
Data analysis |
|
There is increasing evidence supporting a role of the intestinal mycobiome in the pathogenesis of IBD. Fungi can contribute directly to intestinal inflammation via the innate immune receptor, Dectin-1, which recognizes β-1,3-glucans in the fungal cell, thereby activating intracellular signaling through the caspase recruitment domain-containing protein 9 (CARD9) and eliciting a Th1 and Th17 response in the host.63-65 A recent study has shown that
Elevated levels of anti-
Numerous studies have analyzed the mycobiota in fecal samples or colonic biopsies from CD patients while only few of these have focused on UC.9 An alteration in the richness and diversity of intestinal mycobiota has been observed in IBD.14,15,25,72 Most studies show an increase of the
Table 2 . Main Studies of the Fecal Mycobiome in IBD.
Author (year) | IBD type | Type of samples | Main alterations |
---|---|---|---|
Ott | CD/UC | Mucosa samples | More fungal richness/diversity in CD. A non-significant difference was observed in UC patients. |
Li | CD | Mucosa and fecal samples | Increased fecal fungal diversity in CD and increased richness and diversity in inflamed mucosa vs non-inflamed mucosa. |
Mukhopadhya | Pediatric IBD | Mucosa samples | |
Chehoud | Pediatric IBD | Fecal samples | |
Liguori | CD | Surgical mucosa samples | |
Sokol | CD | Fecal samples | Reduced diversity in IBD and increased |
Lewis | Pediatric CD | Fecal samples | Five yeasts were positively associated with CD, in particular in the context of greater bacterial dysbiosis. |
Imai | CD/UC | Fecal samples | Composition of the fungal microbiome of a Japanese population was considerably different from that of a Western population. |
El Mouzan | Pediatric IBD | Mucosa and fecal samples | Better prediction obtained for the diagnosis of pediatric CD using stool samples. |
Lemoinne | PSC/IBD patients | Fecal samples | PSC/IBD patients presented a higher fungal diversity compared to patients with only IBD diagnosis. PSC was associated with an alteration of the bacterial-fungi interaction. |
Qiu | CD | Fecal samples | |
Nelson | CD | Fecal samples | No influence of NOD2 variants on mycobiota in CD patients on remission. |
Zeng | CD | Fecal samples | Phenotype and activity in CD patients. |
IBD, Inflammatory bowel disease; CD, Crohn’s disease; UC, ulcerative colitis; PSC, primary sclerosing cholangitis..
An increase in
There are variations in the proportion of
There is little information available about how the mycobiome correlates with the presence of extraintestinal manifestations. Lemoinne
The fecal mycobiome has also been studied in pediatric populations. Chehoud
The correlation between fungal and bacterial microbiota composition has been analyzed in some studies. Imai
A recent study including 25 CD patients from China observed a negative correlation between the abundance of
There is few information available on IBD phenotype and mycobiota. Qiu
A recent study in Norwegian IBD patients found relevant differences in the mycobiome associated with the location of CD (L).82 Interestingly, patients with pure ileal forms (L1) showed a depletion in
Perianal disease is associated with a decrease in quality of life and bad outcomes in CD patients. Zeng
There is insufficient information about the variations of the mycobiota in relation to the extension of disease in UC. Catalàn-Serra
More studies are still needed in order to assess the differential composition of the mycobiota according to the disease extension in patients with UC or the behavior in patients with CD (inflammatory vs stenosing-perforating). In addition, more information is needed on perianal involvement, one of the most complex therapeutic challenges in patients with CD.
A few published studies have addressed the association between fecal mycobiome composition and disease activity in order to try to understand the potential pathogenic role of fungal dysbiosis in IBD.
Sokol
Active IBD patients have also shown an increase in three different
A potential protective anti-inflammatory effect of
A recent publication compared fecal fungi between CD patients in flare and in remission.79 The phylum Ascomycota dominated fungi in both groups and no significant differences were found in
The correlation between intestinal fungi with clinical and laboratory markers of activity has been evaluated in IBD. Li
A recent study found that a positive correlation between
Less is known about the mycobiome and disease activity in UC. Catalàn-Serra
In pediatric CD population, fungal dysbiosis after diet-based therapy was analyzed in a longitudinal study at baseline and 1 week into therapy.
Dysbiosis can alter gut homeostasis leading to an impairment in intestinal barrier integrity and a pro-inflammatory immune response.6 Although the use of microbial signatures to predict outcomes has not yet reached the clinical practice yet, several lines of evidence support an association of certain bacteria with the prognosis of IBD patients. For example, a deficiency in
It is still not known whether fungal microbiota signatures can be used as a predictive tool in clinical practice remains unknown. Few studies have follow-up cohorts to study the association of mycobiome composition and IBD outcomes, and there is a lack of well-designed longitudinal prospective studies.
A recent study that analyzed the fecal mycobiome of Norwegian IBD patients and controls showed a clear association between some fungal species and complicated disease or risk of surgery.82 Of the total of 89 IBD patients included in this study, 40 of these were followed clinically for a period of 6 years after the sample collection. Patients with complicated diseases (defined as the need for intensified medical treatment) had significantly more
Moreover,
Interestingly, the fungal composition was also shown to influence the response to treatment in IBD. Leonardi
A recent Finnish study showed that a high abundance of
Fungi are an indispensable component of the human gut microbiome and perform a key role in modulating the immune response and in the development of chronic intestinal inflammation. Fungal microbiome dysbiosis is a common feature in IBD and several lines of research have highlighted the potential role of the mycobiome in the pathogenesis of the disease.
The introduction of fecal sequencing-based analysis in recent years has increased our understanding of the normal and pathological fungal composition, which has allowed its association with the different phenotypes, disease activity and prognosis in IBD to be investigated, thereby identifying the use of the mycobiome as a potential precision medicine tool.
Growing evidence has shown that fecal mycobiome dysbiosis occurring in IBD, as well as variations being found in the different phenotypes and in the fungal composition with disease activity. In addition, some studies have revealed an association between fungi composition and disease outcomes, as well as deleterious effect on intestinal inflammation been provoked by certain fungal species. Nevertheless, the majority of the studies only demonstrate an association–rather than causation–and very few of these have been validated externally or in prospective studies. Thus, this review aims to summarize the current evidence and the deficiencies in mycobiome research which need to be resolved before it can be implemented in clinical practice.
Indeed, many questions remain unsolved. One of the most urgent aspects is to be able to characterize better what a normal gut mycobiome is. Although several species seem to be predominant, there are a great variation concerning this aspect in the literature. Specifically, two aspects need to be further addressed: (1) which fungi are resident, and which are transient and (2) what variations exist in the mycobiome composition regarding geographical and ethnical differences. In addition, it is important to obtain a better characterization of the effect of local or specific diets on the mycobiome, and related to this, also to have a better understanding of the use of diet as a potential therapeutic tool (exclusive enteral nutrition, CD exclusion diet, parenteral nutrition, etc.) in the fungal microbiome. Some microbiome-targeted interventions, such as specific diets with a focus on fungi (like the mycobiome diet),85 micronutrient supplementation with zinc86 or the use of some probiotics containing
Other aspects, for example, the variations in the gut mycobiome over time in the disease course and the effect of common medications (steroids, azathioprine, anti-tumor necrosis factor) on its composition need to be established. Furthermore, there is increasing interest in exploring how new biologic therapies and small molecules impact the mycobiome, and if the mycobiome composition could be used as a biomarker for therapeutic response.
Recent studies linking the fungal composition (
Lastly, we need to obtain a better understanding of the interaction between gut fungi and bacteria better. Although the effects of antimicrobials such as antibiotics on fungal composition is well established, less is known about the effect of altering the mycobiome (with antifungals or specific diets/probiotics for example) on bacteria. An integrative analysis using systems biology approaches should enable a better understanding of the trans-kingdom network (bacteria, fungi, virus, and archaea) and how it influences the immune response in the human gut. Future coordinated efforts should now address these issues to permit these findings on the role of fungi in IBD to be incorporated into clinical practice.
No potential conflict of interest relevant to this article was reported.
Table 1 Considerations to Be Made When Planning and Interpreting Studies of Fecal Fungal Microbiota
Step | Consideration |
---|---|
Sample collection | Are all samples collected similarly? Is the sample a selection or a whole sample homogenate? |
Sample storage | Is proper and similar sample storage ensured throughout the whole collection process? |
Sample processing | Are all samples processed equally? Is proper randomization across sample groups ensured? |
DNA isolation | Does the DNA isolation method produce broad and unbiased recovery of good quality DNA from all fungal species represented in the sample? Are there differences in methods used for subgroups of samples in the study? |
Sequencing methodolgy | Is the same sequencing strategy used for all samples? If amplicon-based; does the chosen amplicons produce an unbiased capture of all available species? If shotgun sequencing is used; how are the species identified? Does the analysis take into consideration biases, strengths and weaknesses of the methods chosen? |
Data analysis | Does the chosen method filter data sets prior to abundance analyses? Are the methods chosen suitable for metagenome data sets? |
Table 2 Main Studies of the Fecal Mycobiome in IBD
Author (year) | IBD type | Type of samples | Main alterations |
---|---|---|---|
Ott | CD/UC | Mucosa samples | More fungal richness/diversity in CD. A non-significant difference was observed in UC patients. |
Li | CD | Mucosa and fecal samples | Increased fecal fungal diversity in CD and increased richness and diversity in inflamed mucosa vs non-inflamed mucosa. |
Mukhopadhya | Pediatric IBD | Mucosa samples | |
Chehoud | Pediatric IBD | Fecal samples | |
Liguori | CD | Surgical mucosa samples | |
Sokol | CD | Fecal samples | Reduced diversity in IBD and increased |
Lewis | Pediatric CD | Fecal samples | Five yeasts were positively associated with CD, in particular in the context of greater bacterial dysbiosis. |
Imai | CD/UC | Fecal samples | Composition of the fungal microbiome of a Japanese population was considerably different from that of a Western population. |
El Mouzan | Pediatric IBD | Mucosa and fecal samples | Better prediction obtained for the diagnosis of pediatric CD using stool samples. |
Lemoinne | PSC/IBD patients | Fecal samples | PSC/IBD patients presented a higher fungal diversity compared to patients with only IBD diagnosis. PSC was associated with an alteration of the bacterial-fungi interaction. |
Qiu | CD | Fecal samples | |
Nelson | CD | Fecal samples | No influence of NOD2 variants on mycobiota in CD patients on remission. |
Zeng | CD | Fecal samples | Phenotype and activity in CD patients. |
IBD, Inflammatory bowel disease; CD, Crohn’s disease; UC, ulcerative colitis; PSC, primary sclerosing cholangitis.