1
|
Heinzel S, Jureczek J, Kainulainen V, Nieminen AI, Suenkel U, von Thaler AK, Kaleta C, Eschweiler GW, Brockmann K, Aho VTE, Auvinen P, Maetzler W, Berg D, Scheperjans F. Elevated fecal calprotectin is associated with gut microbial dysbiosis, altered serum markers and clinical outcomes in older individuals. Sci Rep 2024; 14:13513. [PMID: 38866914 PMCID: PMC11169261 DOI: 10.1038/s41598-024-63893-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 06/03/2024] [Indexed: 06/14/2024] Open
Abstract
Fecal calprotectin is an established marker of gut inflammation in inflammatory bowel disease (IBD). Elevated levels of fecal calprotectin as well as gut microbial dysbiosis have also been observed in other clinical conditions. However, systemic and multi-omics alterations linked to elevated fecal calprotectin in older individuals remain unclear. This study comprehensively investigated the relationship between fecal calprotectin levels, gut microbiome composition, serum inflammation and targeted metabolomics markers, and relevant lifestyle and medical data in a large sample of older individuals (n = 735; mean age ± SD: 68.7 ± 6.3) from the TREND cohort study. Low (0-50 μg/g; n = 602), moderate (> 50-100 μg/g; n = 64) and high (> 100 μg/g; n = 62) fecal calprotectin groups were stratified. Several pro-inflammatory gut microbial genera were significantly increased and short-chain fatty acid producing genera were decreased in high vs. low calprotectin groups. In serum, IL-17C, CCL19 and the toxic metabolite indoxyl sulfate were increased in high vs. low fecal calprotectin groups. These changes were partially mediated by the gut microbiota. Moreover, the high fecal calprotectin group showed increased BMI and a higher disease prevalence of heart attack and obesity. Our findings contribute to the understanding of fecal calprotectin as a marker of gut dysbiosis and its broader systemic and clinical implications in older individuals.
Collapse
Affiliation(s)
- Sebastian Heinzel
- Department of Neurology, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany.
- Institute of Medical Informatics and Statistics, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany.
- Department of Neurology, University Medical Centre Schleswig-Holstein, Kiel University, Arnold-Heller-Straße 3, 24105, Kiel, Germany.
| | - Jenna Jureczek
- Department of Neurology, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany
- Institute of Medical Informatics and Statistics, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany
| | - Veera Kainulainen
- Human Microbiome Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Neurology, Helsinki University Hospital, Helsinki, Finland
- Department of Clinical Neurosciences (Neurology), University of Helsinki, Helsinki, Finland
| | - Anni I Nieminen
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Ulrike Suenkel
- Department of Psychiatry and Psychotherapy, German Center of Mental Health, Tübingen University Hospital, Tübingen, Germany
| | | | - Christoph Kaleta
- Institute of Experimental Medicine, Christian-Albrechts-University Kiel and University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
| | - Gerhard W Eschweiler
- Department of Psychiatry and Psychotherapy, German Center of Mental Health, Tübingen University Hospital, Tübingen, Germany
- Geriatric Center, University Hospital Tübingen, Tübingen, Germany
| | - Kathrin Brockmann
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, German Center for Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany
| | - Velma T E Aho
- Department of Neurology, Helsinki University Hospital, Helsinki, Finland
- Department of Clinical Neurosciences (Neurology), University of Helsinki, Helsinki, Finland
| | - Petri Auvinen
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Walter Maetzler
- Department of Neurology, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany
| | - Daniela Berg
- Department of Neurology, University Medical Centre Schleswig-Holstein (UKSH), Kiel, Germany
| | - Filip Scheperjans
- Department of Neurology, Helsinki University Hospital, Helsinki, Finland
- Department of Clinical Neurosciences (Neurology), University of Helsinki, Helsinki, Finland
| |
Collapse
|
2
|
Chang H, Liu Y, Wang Y, Li L, Mu Y, Zheng M, Liu J, Zhang J, Bai R, Li Y, Zuo X. Unveiling the Links Between Microbial Alteration and Host Gene Disarray in Crohn's Disease via TAHMC. Adv Biol (Weinh) 2024:e2400064. [PMID: 38837746 DOI: 10.1002/adbi.202400064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 03/03/2024] [Indexed: 06/07/2024]
Abstract
A compelling correlation method linking microbial communities and host gene expression in tissues is currently absent. A novel pipeline is proposed, dubbed Transcriptome Analysis of Host-Microbiome Crosstalk (TAHMC), designed to concurrently restore both host gene expression and microbial quantification from bulk RNA-seq data. Employing this approach, it discerned associations between the tissue microbiome and host immunity in the context of Crohn's disease (CD). Further, machine learning is utilized to separately construct networks of associations among host mRNA, long non-coding RNA, and tissue microbes. Unique host genes and tissue microbes are extracted from these networks for potential utility in CD diagnosis. Experimental validation of the predicted host gene regulation by microbes from the association network is achieved through the co-culturing of Faecalibacterium prausnitzii with Caco-2 cells. Collectively, the TAHMC pipeline accurately recovers both host gene expression and microbial quantification from CD RNA-seq data, thereby illuminating potential causal links between shifts in microbial composition as well as diversity within CD mucosal tissues and aberrant host gene expression.
Collapse
Affiliation(s)
- Huijun Chang
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Yongshuai Liu
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Yue Wang
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Lixiang Li
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
- Shandong Provincial Clinical Research Center for digestive disease, Jinan, Shandong, 250012, China
- Laboratory of Translational Gastroenterology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
- Robot engineering laboratory for precise diagnosis and therapy of GI tumor, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
| | - Yijun Mu
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Mengqi Zheng
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Junfei Liu
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Jinghui Zhang
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Runze Bai
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
| | - Yanqing Li
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
- Shandong Provincial Clinical Research Center for digestive disease, Jinan, Shandong, 250012, China
- Laboratory of Translational Gastroenterology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
- Robot engineering laboratory for precise diagnosis and therapy of GI tumor, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
| | - Xiuli Zuo
- Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan, 250012, China
- Shandong Provincial Clinical Research Center for digestive disease, Jinan, Shandong, 250012, China
- Laboratory of Translational Gastroenterology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
- Robot engineering laboratory for precise diagnosis and therapy of GI tumor, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
| |
Collapse
|
3
|
Schmidt N, Van Den Ham K, Bower L, Li S, Lorenzi H, Doumbo S, Doumtabe D, Kayentao K, Ongoiba A, Traore B, Crompton P. Susceptibility to febrile malaria is associated with an inflammatory gut microbiome. RESEARCH SQUARE 2024:rs.3.rs-3974068. [PMID: 38645126 PMCID: PMC11030534 DOI: 10.21203/rs.3.rs-3974068/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Malaria is a major public health problem, but many of the factors underlying the pathogenesis of this disease are not well understood. Here, we demonstrate in Malian children that susceptibility to febrile malaria following infection with Plasmodium falciparum is associated with the composition of the gut microbiome prior to the malaria season. Gnotobiotic mice colonized with the fecal samples of malaria-susceptible children had a significantly higher parasite burden following Plasmodium infection compared to gnotobiotic mice colonized with the fecal samples of malaria-resistant children. The fecal microbiome of the susceptible children was enriched for bacteria associated with inflammation, mucin degradation, gut permeability and inflammatory bowel disorders (e.g., Ruminococcus gauvreauii, Ruminococcus torques, Dorea formicigenerans, Dorea longicatena, Lachnoclostridium phocaeense and Lachnoclostridium sp. YL32). However, the susceptible children also had a greater abundance of bacteria known to produce anti-inflammatory short-chain fatty acids and those associated with favorable prognosis and remission following dysbiotic intestinal events (e.g., Anaerobutyricum hallii, Blautia producta and Sellimonas intestinalis). Metabolomics analysis of the human fecal samples corroborated the existence of inflammatory and recovery-associated features within the gut microbiome of the susceptible children. There was an enrichment of nitric oxide-derived DNA adducts (deoxyinosine and deoxyuridine) and long-chain fatty acids, the absorption of which has been shown to be inhibited by inflamed intestinal epithelial cells, and a decrease in the abundance of mucus phospholipids. Nevertheless, there were also increased levels of pseudouridine and hypoxanthine, which have been shown to be regulated in response to cellular stress and to promote recovery following injury or hypoxia. Overall, these results indicate that the gut microbiome may contribute malaria pathogenesis and suggest that therapies targeting intestinal inflammation could decrease malaria susceptibility.
Collapse
|
4
|
Boppana K, Almansouri NE, Bakkannavar S, Faheem Y, Jaiswal A, Shergill K, Nath TS. Alterations in Gut Microbiota as Early Biomarkers for Predicting Inflammatory Bowel Disease Onset and Progression: A Systematic Review. Cureus 2024; 16:e58080. [PMID: 38741828 PMCID: PMC11088963 DOI: 10.7759/cureus.58080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 04/11/2024] [Indexed: 05/16/2024] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic ailment impacting the digestive system, triggered by an unusual reaction of the immune system. It includes two types of diseases: ulcerative colitis and Crohn's disease. Nonetheless, the diagnosis and evaluation of disease progression in IBD are difficult due to the absence of distinct indicators. While conventional biomarkers from blood plasma and feces, such as C-reactive protein, fecal calprotectin, and S100A12, can be employed to gauge inflammation, they are not exclusive to IBD. There is a broad consensus that intestinal microorganisms significantly contribute to the onset of intestinal imbalance, a condition intimately linked with the cause and development of IBD. Numerous studies have indicated that the makeup of intestinal microorganisms varies between individuals with IBD and those who are healthy, particularly concerning the diversity of microbes and the proportional prevalence of certain bacteria. A total of 1475 records underwent examination. Following the eligibility assessment, 17 reports were considered. The final review encompassed 12 studies, as five articles were excluded due to insufficient details regarding cases, controls, and comparability. This article suggests that gut microbiota has potential biomarkers for the noninvasive evaluation of IBD activity. Recognizing the microbiome linked with disease activity paves the way for the development of a group of microbiota-derived indicators to evaluate the initiation and advancement of IBD. This article discusses whether changes in gut microbial composition can serve as early indicators of IBD onset and progression.
Collapse
Affiliation(s)
- Kusalik Boppana
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
- Internal Medicine, Manipal University, Manipal, IND
| | - Naiela E Almansouri
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
- Internal Medicine, University of Tripoli, Tripoli, LBY
| | - Saloni Bakkannavar
- Pediatrics, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Youmna Faheem
- Pediatrics, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
- Medicine, New Medical Center Royal Hospital, Abu Dhabi, ARE
| | - Amisha Jaiswal
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Kainaat Shergill
- Surgery, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
- Medicine, Maharishi Markandeshwar Institute of Medical Sciences and Research, Mullana, IND
| | - Tuheen Sankar Nath
- Surgical Oncology, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| |
Collapse
|
5
|
Vestergaard MV, Allin KH, Eriksen C, Zakerska-Banaszak O, Arasaradnam RP, Alam MT, Kristiansen K, Brix S, Jess T. Gut microbiota signatures in inflammatory bowel disease. United European Gastroenterol J 2024; 12:22-33. [PMID: 38041519 PMCID: PMC10859715 DOI: 10.1002/ueg2.12485] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/10/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND Inflammatory bowel diseases (IBD), including Crohn's disease (CD) and ulcerative colitis (UC), affect millions of people worldwide with increasing incidence. OBJECTIVES Several studies have shown a link between gut microbiota composition and IBD, but results are often limited by small sample sizes. We aimed to re-analyze publicly available fecal microbiota data from IBD patients. METHODS We extracted original fecal 16S rRNA amplicon sequencing data from 45 cohorts of IBD patients and healthy individuals using the BioProject database at the National Center for Biotechnology Information. Unlike previous meta-analyses, we merged all study cohorts into a single dataset, including sex, age, geography, and disease information, based on which microbiota signatures were analyzed, while accounting for varying technical platforms. RESULTS Among 2518 individuals in the combined dataset, we discovered a hitherto unseen number of genera associated with IBD. A total of 77 genera associated with CD, of which 38 were novel associations, and a total of 64 genera associated with UC, of which 28 represented novel associations. Signatures were robust across different technical platforms and geographic locations. Reduced alpha diversity in IBD compared to healthy individuals, in CD compared to UC, and altered microbiota composition (beta diversity) in UC and especially in CD as compared to healthy individuals were found. CONCLUSIONS Combining original microbiota data from 45 cohorts, we identified a hitherto unseen large number of genera associated with IBD. Identification of microbiota features robustly associated with CD and UC may pave the way for the identification of new treatment targets.
Collapse
Affiliation(s)
- Marie Vibeke Vestergaard
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
| | - Kristine H Allin
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
- Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Carsten Eriksen
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | | | - Ramesh P Arasaradnam
- Warwick Medical School & Cancer Research Centre, University of Leicester, Leicester, UK
| | - Mohammad T Alam
- Warwick Medical School & Cancer Research Centre, University of Leicester, Leicester, UK
- Department of Biology, United Arab Emirates University, Al Ain, Abu Dhabi, United Arab Emirates
| | - Karsten Kristiansen
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
- Laboratory of Genomics and Molecular Medicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Susanne Brix
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Tine Jess
- Center for Molecular Prediction of Inflammatory Bowel Disease, PREDICT, Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
- Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| |
Collapse
|
6
|
Muller E, Shiryan I, Borenstein E. Multi-omic integration of microbiome data for identifying disease-associated modules. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.07.03.547607. [PMID: 37461534 PMCID: PMC10349976 DOI: 10.1101/2023.07.03.547607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
The human gut microbiome is a complex ecosystem with profound implications for health and disease. This recognition has led to a surge in multi-omic microbiome studies, employing various molecular assays to elucidate the microbiome's role in diseases across multiple functional layers. However, despite the clear value of these multi-omic datasets, rigorous integrative analysis of such data poses significant challenges, hindering a comprehensive understanding of microbiome-disease interactions. Perhaps most notably, multiple approaches, including univariate and multivariate analyses, as well as machine learning, have been applied to such data to identify disease-associated markers, namely, specific features (e.g., species, pathways, metabolites) that are significantly altered in disease state. These methods, however, often yield extensive lists of features associated with the disease without effectively capturing the multi-layered structure of multi-omic data or offering clear, interpretable hypotheses about underlying microbiome-disease mechanisms. Here, we address this challenge by introducing MintTea - an intermediate integration-based method for analyzing multi-omic microbiome data. MintTea combines a canonical correlation analysis (CCA) extension, consensus analysis, and an evaluation protocol to robustly identify disease-associated multi-omic modules. Each such module consists of a set of features from the various omics that both shift in concord, and collectively associate with the disease. Applying MintTea to diverse case-control cohorts with multi-omic data, we show that this framework is able to capture modules with high predictive power for disease, significant cross-omic correlations, and alignment with known microbiome-disease associations. For example, analyzing samples from a metabolic syndrome (MS) study, we found a MS-associated module comprising of a highly correlated cluster of serum glutamate- and TCA cycle-related metabolites, as well as bacterial species previously implicated in insulin resistance. In another cohort, we identified a module associated with late-stage colorectal cancer, featuring Peptostreptococcus and Gemella species and several fecal amino acids, in agreement with these species' reported role in the metabolism of these amino acids and their coordinated increase in abundance during disease development. Finally, comparing modules identified in different datasets, we detected multiple significant overlaps, suggesting common interactions between microbiome features. Combined, this work serves as a proof of concept for the potential benefits of advanced integration methods in generating integrated multi-omic hypotheses underlying microbiome-disease interactions and a promising avenue for researchers seeking systems-level insights into coherent mechanisms governing microbiome-related diseases.
Collapse
|
7
|
Kai N, Qingsong C, Kejia M, Weiwei L, Xing W, Xuejie C, Lixia C, Minzi D, Yuanyuan Y, Xiaoyan W. An Inflammatory Bowel Diseases Integrated Resources Portal (IBDIRP). Database (Oxford) 2024; 2024:baad097. [PMID: 38227799 DOI: 10.1093/database/baad097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/02/2023] [Accepted: 12/22/2023] [Indexed: 01/18/2024]
Abstract
IBD, including ulcerative colitis and Crohn's disease, is a chronic and debilitating gastrointestinal disorder that affects millions of people worldwide. Research on IBD has generated massive amounts of data, including literature, metagenomics, metabolomics, bioresources and databases. We aim to create an IBD Integrated Resources Portal (IBDIRP) that provides the most comprehensive resources for IBD. An integrated platform was developed that provides information on different aspects of IBD research resources, such as single-nucleotide polymorphisms (SNPs), genes, transcriptome, microbiota, metabolomics, single cells and other resources. Valuable and comprehensive IBD-related data were collected from PubMed, Google, GMrepo, gutMega, gutMDisorder, Single Cell Portal and other sources. Then, the data were systematically sorted, and these resources were manually curated. We systematically sorted and cataloged more than 320 unique risk SNPs associated with IBD in the SNP section. We presented over 289 IBD-related genes based on the database collection in the gene section. We also obtained 153 manually curated IBD transcriptomics data, including 12 388 samples, on the Gene Expression Omnibus database. The sorted IBD-related microbiota data from three primary microbiome databases (GMrepo, gutMega and gutMDisorder) were available for download. We selected 23 149 IBD-related taxonomic records from these databases. Additionally, we collected 24 IBD metabolomics studies with 2896 participants in the metabolomics section. We introduced two interactive single-cell data plug-in units that provided data visualization based on cells and genes. Finally, we listed 18 significant IBD web resources, such as the official European Crohn's and Colitis Organisation and International Organization for the Study of IBD websites, IBD scoring tools, IBD genetic and multi-omics resources, IBD biobanks and other useful research resources. The IBDIRP website is the first integrated resource for global IBD researchers. This portal will help researchers by providing comprehensive knowledge and enabling them to reinforce the multidimensional impression of IBD. The IBDIRP website is accessible via www.ibdirp.com Database URL: www.ibdirp.com.
Collapse
Affiliation(s)
- Nie Kai
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | | | - Ma Kejia
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Luo Weiwei
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Wu Xing
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Chen Xuejie
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Cai Lixia
- Changsha Hospital for Maternal and Child Health Care Affiliated to Hunan Normal University Changsha Hunan 410000, China
| | - Deng Minzi
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Yang Yuanyuan
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
| | - Wang Xiaoyan
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha Hunan 410000, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Changsha Hunan 410000, China
- The College of Computer Science in Sichuan University, Chengdu Sichuan 610000, China
| |
Collapse
|
8
|
Xie Z, Canalda-Baltrons A, d'Enfert C, Manichanh C. Shotgun metagenomics reveals interkingdom association between intestinal bacteria and fungi involving competition for nutrients. MICROBIOME 2023; 11:275. [PMID: 38098063 PMCID: PMC10720197 DOI: 10.1186/s40168-023-01693-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 10/08/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND The accuracy of internal-transcribed-spacer (ITS) and shotgun metagenomics has not been robustly evaluated, and the effect of diet on the composition and function of the bacterial and fungal gut microbiome in a longitudinal setting has been poorly investigated. Here we compared two approaches to study the fungal community (ITS and shotgun metagenomics), proposed an enrichment protocol to perform a reliable mycobiome analysis using a comprehensive in-house fungal database, and correlated dietary data with both bacterial and fungal communities. RESULTS We found that shotgun DNA sequencing after a new enrichment protocol combined with the most comprehensive and novel fungal databases provided a cost-effective approach to perform gut mycobiome profiling at the species level and to integrate bacterial and fungal community analyses in fecal samples. The mycobiome was significantly more variable than the bacterial community at the compositional and functional levels. Notably, we showed that microbial diversity, composition, and functions were associated with habitual diet composition instead of driven by global dietary changes. Our study indicates a potential competitive inter-kingdom interaction between bacteria and fungi for food foraging. CONCLUSION Together, our present work proposes an efficient workflow to study the human gut microbiome integrating robustly fungal, bacterial, and dietary data. These findings will further advance our knowledge of the interaction between gut bacteria and fungi and pave the way for future investigations in human mycobiome. Video Abstract.
Collapse
Affiliation(s)
- Zixuan Xie
- Microbiome Lab, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Aleix Canalda-Baltrons
- Microbiome Lab, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Christophe d'Enfert
- Institut Pasteur, Université Paris Cité, INRAE USC2019, Unité Biologie et Pathogénicité Fongiques, Paris, France
| | - Chaysavanh Manichanh
- Microbiome Lab, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
- Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain.
| |
Collapse
|
9
|
Papa A, Santini P, De Lucia SS, Maresca R, Porfidia A, Pignatelli P, Gasbarrini A, Violi F, Pola R. Gut dysbiosis-related thrombosis in inflammatory bowel disease: Potential disease mechanisms and emerging therapeutic strategies. Thromb Res 2023; 232:77-88. [PMID: 37951044 DOI: 10.1016/j.thromres.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/23/2023] [Accepted: 11/03/2023] [Indexed: 11/13/2023]
Abstract
Patients with inflammatory bowel disease (IBD) have an increased risk of developing venous thromboembolic events, which have a considerable impact on morbidity and mortality. Chronic inflammation plays a crucial role in the pathogenesis of thrombotic events in patients with IBD. However, many unresolved questions remain, particularly regarding the mechanisms that determine the persistent inflammatory state independent of disease activity. This review explored the role of gut microbiota dysbiosis and intestinal barrier dysfunction, which are considered distinctive features of IBD, in determining pro-thrombotic tendencies. Gut-derived endotoxemia due to the translocation of bacterial lipopolysaccharides (LPS) from the intestine to the bloodstream and the bacterial metabolite trimethylamine-N-oxide (TMAO) are the most important molecules involved in gut dysbiosis-related thrombosis. The pathogenic prothrombotic pathways linked to LPS and TMAO have been discussed. Finally, we present emerging therapeutic approaches that can help reduce LPS-mediated endotoxemia and TMAO, such as restoring intestinal eubiosis, normalizing intestinal barrier function, and counterbalancing the effects of LPS and TMAO.
Collapse
Affiliation(s)
- Alfredo Papa
- Center for Diagnosis and Treatment of Digestive Diseases, CEMAD, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy.
| | - Paolo Santini
- Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy; Thrombosis Clinic, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy
| | - Sara Sofia De Lucia
- Center for Diagnosis and Treatment of Digestive Diseases, CEMAD, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy
| | - Rossella Maresca
- Center for Diagnosis and Treatment of Digestive Diseases, CEMAD, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy
| | - Angelo Porfidia
- Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy; Thrombosis Clinic, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy
| | - Pasquale Pignatelli
- Department of Clinical Internal, Anaesthesiologic and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy; Mediterranea Cardiocentro-Napoli, Naples, Italy
| | - Antonio Gasbarrini
- Center for Diagnosis and Treatment of Digestive Diseases, CEMAD, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy
| | - Francesco Violi
- Department of Clinical Internal, Anaesthesiologic and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy; Mediterranea Cardiocentro-Napoli, Naples, Italy
| | - Roberto Pola
- Department of Translational Medicine and Surgery, Catholic University of Sacred Heart, Rome, Italy; Thrombosis Clinic, Agostino Gemelli University Polyclinic Foundation IRCCS, Rome, Italy
| |
Collapse
|
10
|
Wong PY, Yip C, Lemberg DA, Day AS, Leach ST. Evolution of a Pathogenic Microbiome. J Clin Med 2023; 12:7184. [PMID: 38002796 PMCID: PMC10672640 DOI: 10.3390/jcm12227184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/16/2023] [Accepted: 11/16/2023] [Indexed: 11/26/2023] Open
Abstract
The process of microbiome development arguably begins before birth. Vertical transmission of bacteria from the mother to the infant is a keystone event in microbiome development. Subsequent to birth, the developing microbiome is vulnerable to influence from a wide range of factors. Additionally, the microbiome can influence the health and development of the host infant. This intricate interaction of the gastrointestinal microbiome and the host has been described as both symbiotic and dysbiotic. Defining these terms, a symbiotic microbiome is where the microbiome and host provide mutual benefit to each other. A pathogenic microbiome, or more precisely a gastrointestinal microbiome associated with disease, is increasing described as dysbiotic. This review seeks to investigate the factors that contribute to evolving a disease-causing or 'dysbiotic' microbiome. This review covers the development of the gastrointestinal microbiome in infants, the interaction of the microbiome with the host, and its contribution to host immunity and investigates specific features of the gastrointestinal microbiome that are associated with disease.
Collapse
Affiliation(s)
- Pui Yin Wong
- Discipline of Paediatrics, School of Clinical Medicine, University of NSW, Sydney 2052, Australia; (P.Y.W.); (C.Y.); (A.S.D.)
| | - Carmen Yip
- Discipline of Paediatrics, School of Clinical Medicine, University of NSW, Sydney 2052, Australia; (P.Y.W.); (C.Y.); (A.S.D.)
| | - Daniel A. Lemberg
- Department of Gastroenterology, Sydney Children’s Hospital Randwick, Sydney 2031, Australia;
| | - Andrew S. Day
- Discipline of Paediatrics, School of Clinical Medicine, University of NSW, Sydney 2052, Australia; (P.Y.W.); (C.Y.); (A.S.D.)
- Department of Gastroenterology, Sydney Children’s Hospital Randwick, Sydney 2031, Australia;
- Department of Paediatrics, University of Otago, Christchurch 8011, New Zealand
| | - Steven T. Leach
- Discipline of Paediatrics, School of Clinical Medicine, University of NSW, Sydney 2052, Australia; (P.Y.W.); (C.Y.); (A.S.D.)
| |
Collapse
|
11
|
Xu J, Molin G, Davidson S, Roth B, Sjöberg K, Håkansson Å. CRP in Outpatients with Inflammatory Bowel Disease Is Linked to the Blood Microbiota. Int J Mol Sci 2023; 24:10899. [PMID: 37446076 DOI: 10.3390/ijms241310899] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/20/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
The circulation is a closed system that has been assumed to be free from bacteria, but evidence for the existence of a low-density blood microbiota is accumulating. The present study aimed to map the blood microbiota of outpatients with Crohn's disease (CD) or with ulcerative colitis (UC) by 16S metagenomics. A diverse microbiota was observed in the blood samples. Regardless of the type of disease, the alpha diversity of the microbiota was positively associated with C-reactive protein (CRP). The blood microbiota had a surprisingly high proportion of Proteobacteria in comparison with human oral and colonic microbiotas. There was no clear difference in the overall pattern of the microbiota between CD and UC. A non-template control (NTC) was included in the whole process to control for the potential contamination from the environment and reagents. Certain bacterial taxa were concomitantly detected in both blood samples and NTC. However, Acinetobacter, Lactobacillus, Thermicanus and Paracoccus were found in blood from both CD and UC patients but not in NTC, indicating the existence of a specific blood-borne microbiota in the patients. Achromobacter dominated in all blood samples, but a minor amount was also found in NTC. Micrococcaceae was significantly enriched in CD, but it was also detected in high abundance in NTC. Whether the composition of the blood microbiota could be a marker of a particular phenotype in inflammatory bowel disease (IBD) or whether the blood microbiota could be used for diagnostic or therapeutic purposes deserves further attention.
Collapse
Affiliation(s)
- Jie Xu
- Department of Food Technology, Engineering and Nutrition, Lund University, 22100 Lund, Sweden
| | - Göran Molin
- Department of Food Technology, Engineering and Nutrition, Lund University, 22100 Lund, Sweden
| | - Sanna Davidson
- Department of Clinical Sciences, Lund University, 21428 Malmö, Sweden
- Department of Gastroenterology and Nutrition, Skåne University Hospital, 20502 Malmö, Sweden
| | - Bodil Roth
- Department of Clinical Sciences, Lund University, 21428 Malmö, Sweden
- Department of Gastroenterology and Nutrition, Skåne University Hospital, 20502 Malmö, Sweden
| | - Klas Sjöberg
- Department of Clinical Sciences, Lund University, 21428 Malmö, Sweden
- Department of Gastroenterology and Nutrition, Skåne University Hospital, 20502 Malmö, Sweden
| | - Åsa Håkansson
- Department of Clinical Sciences, Lund University, 21428 Malmö, Sweden
| |
Collapse
|
12
|
Tran S, Juliani J, Fairlie WD, Lee EF. The emerging roles of autophagy in intestinal epithelial cells and its links to inflammatory bowel disease. Biochem Soc Trans 2023; 51:811-826. [PMID: 37052218 DOI: 10.1042/bst20221300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/28/2023] [Accepted: 03/30/2023] [Indexed: 04/14/2023]
Abstract
Landmark genome-wide association studies (GWAS) identified that mutations in autophagy genes correlated with inflammatory bowel disease (IBD), a heterogenous disease characterised by prolonged inflammation of the gastrointestinal tract, that can reduce a person's quality of life. Autophagy, the delivery of intracellular components to the lysosome for degradation, is a critical cellular housekeeping process that removes damaged proteins and turns over organelles, recycling their amino acids and other constituents to supply cells with energy and necessary building blocks. This occurs under both basal and challenging conditions such as nutrient deprivation. An understanding of the relationship between autophagy, intestinal health and IBD aetiology has improved over time, with autophagy having a verified role in the intestinal epithelium and immune cells. Here, we discuss research that has led to an understanding that autophagy genes, including ATG16L, ATG5, ATG7, IRGM, and Class III PI3K complex members, contribute to innate immune defence in intestinal epithelial cells (IECs) via selective autophagy of bacteria (xenophagy), how autophagy contributes to the regulation of the intestinal barrier via cell junctional proteins, and the critical role of autophagy genes in intestinal epithelial secretory subpopulations, namely Paneth and goblet cells. We also discuss how intestinal stem cells can utilise autophagy. Importantly, mouse studies have provided evidence that autophagy deregulation has serious physiological consequences including IEC death and intestinal inflammation. Thus, autophagy is now established as a key regulator of intestinal homeostasis. Further research into how its cytoprotective mechanisms can prevent intestinal inflammation may provide insights into the effective management of IBD.
Collapse
Affiliation(s)
- Sharon Tran
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia
| | - Juliani Juliani
- Department of Biochemistry and Chemistry, School of Agriculture, Biomedicine and Environment, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| | - W Douglas Fairlie
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia
- Department of Biochemistry and Chemistry, School of Agriculture, Biomedicine and Environment, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| | - Erinna F Lee
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia
- Department of Biochemistry and Chemistry, School of Agriculture, Biomedicine and Environment, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| |
Collapse
|
13
|
Garczyk A, Mardas M, Stelmach-Mardas M. Microbiome Composition in Microscopic Colitis: A Systematic Review. Int J Mol Sci 2023; 24:ijms24087026. [PMID: 37108189 PMCID: PMC10139199 DOI: 10.3390/ijms24087026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/05/2023] [Accepted: 04/08/2023] [Indexed: 04/29/2023] Open
Abstract
Believed to be a rare cause of chronic diarrhoea, microscopic colitis (MC) is a condition with rising incidence. Many prevalent risk factors and the unknown pathogenesis of MC rationalise the need for studies on microbiota composition. PubMed, Scopus, Web of Science and Embase were searched. Eight case-control studies were included. The risk of bias was assessed with the Newcastle-Ottawa Scale. Clinical details on the study population and MC were poor. The most consistent result among the studies was a decreased Akkermansia genus in faecal samples. Other results were inconsistent due to the different taxonomic levels of the outcomes. Possible changes in different taxa were observed in patients who suffered from MC compared to healthy controls. The alpha diversity compared between MC and the diarrhoea control may suggest potential similarities. The beta diversity in MC compared to healthy and diarrhoeal populations showed no significant outcomes. The microbiome composition in MC possibly differed from the healthy control, but no agreement regarding taxa was made. It might be relevant to focus on possible factors influencing the microbiome composition and its relationship with other diarrhoeal diseases.
Collapse
Affiliation(s)
- Aleksandra Garczyk
- Department of Obesity Treatment, Metabolic Disorders and Clinical Dietetics, Poznan University of Medical Sciences, Szamarzewskiego Street 84, 60-569 Poznan, Poland
| | - Marcin Mardas
- Department of Gynaecological Oncology, Institute of Oncology, Poznan University of Medical Sciences, 60-569 Poznan, Poland
| | - Marta Stelmach-Mardas
- Department of Obesity Treatment, Metabolic Disorders and Clinical Dietetics, Poznan University of Medical Sciences, Szamarzewskiego Street 84, 60-569 Poznan, Poland
| |
Collapse
|
14
|
Wiredu Ocansey DK, Hang S, Yuan X, Qian H, Zhou M, Valerie Olovo C, Zhang X, Mao F. The diagnostic and prognostic potential of gut bacteria in inflammatory bowel disease. Gut Microbes 2023; 15:2176118. [PMID: 36794838 PMCID: PMC9980661 DOI: 10.1080/19490976.2023.2176118] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/17/2023] Open
Abstract
The gut microbiome serves as a signaling hub that integrates environmental inputs with genetic and immune signals to influence the host's metabolism and immunity. Gut bacteria are intricately connected with human health and disease state, with specific bacteria species driving the characteristic dysbiosis found in gastrointestinal conditions such as inflammatory bowel disease (IBD); thus, gut bacteria changes could be harnessed to improve IBD diagnosis, prognosis, and treatment. The advancement in next-generation sequencing techniques such as 16S rRNA and whole-genome shotgun sequencing has allowed the exploration of the complexity of the gut microbial ecosystem with high resolution. Current microbiome data is promising and appears to perform better in some studies than the currently used fecal inflammation biomarker, calprotectin, in predicting IBD from healthy controls and irritable bowel syndrome (IBS). This study reviews current data on the differential potential of gut bacteria within IBD cohorts, and between IBD and other gastrointestinal diseases.
Collapse
Affiliation(s)
- Dickson Kofi Wiredu Ocansey
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China,Directorate of University Health Services, University of Cape Coast, PMB, Cape Coast, Ghana
| | - Sanhua Hang
- The People’s Hospital of Danyang, Affiliated Danyang Hospital of Nantong University, Zhenjiang, P.R. China
| | - Xinyi Yuan
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China
| | - Hua Qian
- Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, P.R. China
| | - Mengjiao Zhou
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China
| | - Chinasa Valerie Olovo
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China,Department of Microbiology, University of Nigeria, Nsukka, Nigeria
| | - Xu Zhang
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China
| | - Fei Mao
- Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, P.R. China,CONTACT Fei Mao Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu212013, China
| |
Collapse
|
15
|
Zheng J, Sun Q, Zhang J, Ng SC. The role of gut microbiome in inflammatory bowel disease diagnosis and prognosis. United European Gastroenterol J 2022; 10:1091-1102. [PMID: 36461896 PMCID: PMC9752296 DOI: 10.1002/ueg2.12338] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 11/05/2022] [Indexed: 12/04/2022] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic immune-mediated intestinal disease consisting of ulcerative colitis and Crohn's disease. Inflammatory bowel disease is believed to be developed as a result of interactions between environmental, immune-mediated and microbial factors in a genetically susceptible host. Recent advances in high-throughput sequencing technologies have aided the identification of consistent alterations of the gut microbiome in patients with IBD. Preclinical and murine models have also shed light on the role of beneficial and pathogenic bacteria in IBD. These findings have stimulated interest in development of non-invasive microbial and metabolite biomarkers for predicting disease risk, disease progression, recurrence after surgery and responses to therapeutics. This review briefly summarizes the current evidence on the role of gut microbiome in IBD pathogenesis and mainly discusses the latest literature on the utilization of potential microbial biomarkers in disease diagnosis and prognosis.
Collapse
Affiliation(s)
- Jiaying Zheng
- Microbiota I-Center (MagIC), Hong Kong, China.,Department of Medicine and Therapeutics, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.,Li Ka Shing Institute of Health Science, State Key Laboratory of Digestive Diseases, The Chinese University of Hong Kong, Hong Kong, China
| | - Qianru Sun
- Microbiota I-Center (MagIC), Hong Kong, China.,Department of Medicine and Therapeutics, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.,Li Ka Shing Institute of Health Science, State Key Laboratory of Digestive Diseases, The Chinese University of Hong Kong, Hong Kong, China
| | - Jingwan Zhang
- Microbiota I-Center (MagIC), Hong Kong, China.,Department of Medicine and Therapeutics, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.,Li Ka Shing Institute of Health Science, State Key Laboratory of Digestive Diseases, The Chinese University of Hong Kong, Hong Kong, China
| | - Siew C Ng
- Microbiota I-Center (MagIC), Hong Kong, China.,Department of Medicine and Therapeutics, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.,Li Ka Shing Institute of Health Science, State Key Laboratory of Digestive Diseases, The Chinese University of Hong Kong, Hong Kong, China
| |
Collapse
|
16
|
Sezgin E, Terlemez G, Bozkurt B, Bengi G, Akpinar H, Büyüktorun İ. Quantitative real-time PCR analysis of bacterial biomarkers enable fast and accurate monitoring in inflammatory bowel disease. PeerJ 2022; 10:e14217. [PMID: 36275453 PMCID: PMC9586115 DOI: 10.7717/peerj.14217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 09/20/2022] [Indexed: 01/24/2023] Open
Abstract
Inflammatory bowel diseases (IBD) affect millions of people worldwide with increasing incidence. Ulcerative colitis (UC) and Crohn's disease (CD) are the two most common IBDs. There is no definite cure for IBD, and response to treatment greatly vary among patients. Therefore, there is urgent need for biomarkers to monitor therapy efficacy, and disease prognosis. We aimed to test whether qPCR analysis of common candidate bacteria identified from a patient's individual fecal microbiome can be used as a fast and reliable personalized microbial biomarker for efficient monitoring of disease course in IBD. Next generation sequencing (NGS) of 16S rRNA gene region identified species level microbiota profiles for a subset of UC, CD, and control samples. Common high abundance bacterial species observed in all three groups, and reported to be associated with IBD are chosen as candidate marker species. These species, and total bacteria amount are quantified in all samples with qPCR. Relative abundance of anti-inflammatory, beneficial Faecalibacterium prausnitzii, Akkermansia muciniphila, and Streptococcus thermophilus was significantly lower in IBD compared to control samples. Moreover, the relative abundance of the examined common species was correlated with the severity of IBD disease. The variance in qPCR data was much lower compared to NGS data, and showed much higher statistical power for clinical utility. The qPCR analysis of target common bacterial species can be a powerful, cost and time efficient approach for monitoring disease status and identify better personalized treatment options for IBD patients.
Collapse
Affiliation(s)
- Efe Sezgin
- Izmir Institute of Technology, Izmir, Turkey
| | | | | | | | | | | |
Collapse
|
17
|
Intercontinental Gut Microbiome Variances in IBD. Int J Mol Sci 2022; 23:ijms231810868. [PMID: 36142786 PMCID: PMC9506019 DOI: 10.3390/ijms231810868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/14/2022] [Accepted: 09/15/2022] [Indexed: 11/17/2022] Open
Abstract
The development of biomarkers for inflammatory bowel disease (IBD) diagnosis would be relevant in a generalized context. However, intercontinental investigation on these microbial biomarkers remains scarce. We examined taxonomic microbiome variations in IBD using published DNA shotgun metagenomic data. For this purpose, we used sequenced data from our previous Spanish Crohn’s disease (CD) and ulcerative colitis (UC) cohort, downloaded sequence data from a Chinese CD cohort, and downloaded taxonomic and functional profiling tables from a USA CD and UC cohort. At the global level, geographical location and disease phenotype were the main explanatory covariates of microbiome variations. In healthy controls (HC) and UC, geography turned out to be the most important factor, while disease intestinal location was the most important one in CD. Disease severity correlated with lower alpha-diversity in UC but not in CD. Across geography, alpha-diversity was significantly different independently of health status, except for CD. Despite recruitment from different countries and with different disease severity scores, CD patients may harbor a very similar microbial taxonomic profile. Our study pointed out that geographic location, disease activity status, and other environmental factors are important contributing factors in microbiota changes in IBD. We therefore strongly recommend taking these factors into consideration for future IBD studies to obtain globally valid and reproducible biomarkers.
Collapse
|
18
|
Štofilová J, Kvaková M, Kamlárová A, Hijová E, Bertková I, Guľašová Z. Probiotic-Based Intervention in the Treatment of Ulcerative Colitis: Conventional and New Approaches. Biomedicines 2022; 10:2236. [PMID: 36140337 PMCID: PMC9496552 DOI: 10.3390/biomedicines10092236] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/31/2022] [Accepted: 09/02/2022] [Indexed: 12/02/2022] Open
Abstract
Although there are number of available therapies for ulcerative colitis (UC), many patients are unresponsive to these treatments or experience secondary failure during treatment. Thus, the development of new therapies or alternative strategies with minimal side effects is inevitable. Strategies targeting dysbiosis of gut microbiota have been tested in the management of UC due to the unquestionable role of gut microbiota in the etiology of UC. Advanced molecular analyses of gut microbiomes revealed evident dysbiosis in UC patients, characterized by a reduced biodiversity of commensal microbiota. Administration of conventional probiotic strains is a commonly applied approach in the management of the disease to modify the gut microbiome, improve intestinal barrier integrity and function, and maintain a balanced immune response. However, conventional probiotics do not always provide the expected health benefits to a patient. Their benefits vary significantly, depending on the type and stage of the disease and the strain and dose of the probiotics administered. Their mechanism of action is also strain-dependent. Recently, new candidates for potential next-generation probiotics have been discovered. This could bring to light new approaches in the restoration of microbiome homeostasis and in UC treatment in a targeted manner. The aim of this paper is to provide an updated review on the current options of probiotic-based therapies, highlight the effective conventional probiotic strains, and outline the future possibilities of next-generation probiotic and postbiotic supplementation and fecal microbiota transplantation in the management of UC.
Collapse
Affiliation(s)
- Jana Štofilová
- Center of Clinical and Preclinical Research MEDIPARK, Faculty of Medicine, Pavol Jozef Safarik University in Kosice, Trieda SNP 1, 040 11 Kosice, Slovakia
| | | | | | | | | | | |
Collapse
|
19
|
Xie Z, Manichanh C. FunOMIC: Pipeline with built-in fungal taxonomic and functional databases for human mycobiome profiling. Comput Struct Biotechnol J 2022; 20:3685-3694. [PMID: 35891785 PMCID: PMC9293737 DOI: 10.1016/j.csbj.2022.07.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/04/2022] [Accepted: 07/04/2022] [Indexed: 11/30/2022] Open
Abstract
While analysis of the bacterial microbiome has become routine, that of the fungal microbiome is still hampered by the lack of robust databases and bioinformatic pipelines. Here, we present FunOMIC, a pipeline with built-in taxonomic (1.6 million marker genes) and functional (3.4 million non-redundant fungal proteins) databases for the identification of fungi. Applied to more than 2,600 human metagenomic samples, the tool revealed fungal species associated with geography, body sites, and diseases. Correlation network analysis provided new insights into inter-kingdom interactions. With this pipeline and two of the most comprehensive fungal databases, we foresee a fast-growing resource for mycobiome studies.
Collapse
Key Words
- CD, Crohn’s disease
- ESRD, End-stage renal disease
- FDR, False discovery rate
- Fungal databases
- GS, Gallstones
- HC, Healthy control
- HTS, High throughput sequencing
- ITS, internal transcribed spacer
- Inter-kingdom interactions
- Mycobiome
- NA, Not applicable
- PLWH, People live with HIV
- PSO, Psoriasis
- SCFA, Short chain fatty acid
- SCZ, Schizophrenia
- Shotgun metagenomics
- T1D, Type 1 diabetes
- T2D, Type 2 diabetes
- TB, Tuberculosis
- Taxonomy and functions
- UC, Ulcerative colitis
Collapse
Affiliation(s)
- Zixuan Xie
- Microbiome Lab, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Departament de Medicina, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Chaysavanh Manichanh
- Microbiome Lab, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Departament de Medicina, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| |
Collapse
|
20
|
Dysbiosis in Inflammatory Bowel Disease: Pathogenic Role and Potential Therapeutic Targets. Int J Mol Sci 2022; 23:ijms23073464. [PMID: 35408838 PMCID: PMC8998182 DOI: 10.3390/ijms23073464] [Citation(s) in RCA: 71] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/17/2022] [Accepted: 03/21/2022] [Indexed: 12/12/2022] Open
Abstract
Microbe-host communication is essential to maintain vital functions of a healthy host, and its disruption has been associated with several diseases, including Crohn's disease and ulcerative colitis, the two major forms of inflammatory bowel disease (IBD). Although individual members of the intestinal microbiota have been associated with experimental IBD, identifying microorganisms that affect disease susceptibility and phenotypes in humans remains a considerable challenge. Currently, the lack of a definition between what is healthy and what is a dysbiotic gut microbiome limits research. Nevertheless, although clear proof-of-concept of causality is still lacking, there is an increasingly evident need to understand the microbial basis of IBD at the microbial strain, genomic, epigenomic, and functional levels and in specific clinical contexts. Recent information on the role of diet and novel environmental risk factors affecting the gut microbiome has direct implications for the immune response that impacts the development of IBD. The complexity of IBD pathogenesis, involving multiple distinct elements, suggests the need for an integrative approach, likely utilizing computational modeling of molecular datasets to identify more specific therapeutic targets.
Collapse
|
21
|
Food Additives, a Key Environmental Factor in the Development of IBD through Gut Dysbiosis. Microorganisms 2022; 10:microorganisms10010167. [PMID: 35056616 PMCID: PMC8780106 DOI: 10.3390/microorganisms10010167] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/04/2022] [Accepted: 01/11/2022] [Indexed: 12/12/2022] Open
Abstract
Diet is a key environmental factor in inflammatory bowel disease (IBD) and, at the same time, represents one of the most promising therapies for IBD. Our daily diet often contains food additives present in numerous processed foods and even in dietary supplements. Recently, researchers and national authorities have been paying much attention to their toxicity and effects on gut microbiota and health. This review aims to gather the latest data focusing on the potential role of food additives in the pathogenesis of IBDs through gut microbiota modulation. Some artificial emulsifiers and sweeteners can induce the dysbiosis associated with an alteration of the intestinal barrier, an activation of chronic inflammation, and abnormal immune response accelerating the onset of IBD. Even if most of these results are retrieved from in vivo and in vitro studies, many artificial food additives can represent a potential hidden driver of gut chronic inflammation through gut microbiota alterations, especially in a population with IBD predisposition. In this context, pending the confirmation of these results by large human studies, it would be advisable that IBD patients avoid the consumption of processed food containing artificial food additives and follow a personalized nutritional therapy prescribed by a clinical nutritionist.
Collapse
|