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Pavelescu LA, Profir M, Enache RM, Roşu OA, Creţoiu SM, Gaspar BS. A Proteogenomic Approach to Unveiling the Complex Biology of the Microbiome. Int J Mol Sci 2024; 25:10467. [PMID: 39408795 PMCID: PMC11476728 DOI: 10.3390/ijms251910467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/20/2024] Open
Abstract
The complex biology of the microbiome was elucidated once the genomics era began. The proteogenomic approach analyzes and integrates genetic makeup (genomics) and microbial communities' expressed proteins (proteomics). Therefore, researchers gained insights into gene expression, protein functions, and metabolic pathways, understanding microbial dynamics and behavior, interactions with host cells, and responses to environmental stimuli. In this context, our work aims to bring together data regarding the application of genomics, proteomics, and bioinformatics in microbiome research and to provide new perspectives for applying microbiota modulation in clinical practice with maximum efficiency. This review also synthesizes data from the literature, shedding light on the potential biomarkers and therapeutic targets for various diseases influenced by the microbiome.
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Affiliation(s)
- Luciana Alexandra Pavelescu
- Department of Morphological Sciences, Cell and Molecular Biology and Histology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (L.A.P.); (M.P.); (O.A.R.)
| | - Monica Profir
- Department of Morphological Sciences, Cell and Molecular Biology and Histology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (L.A.P.); (M.P.); (O.A.R.)
- Department of Oncology, Elias University Emergency Hospital, 011461 Bucharest, Romania
| | - Robert Mihai Enache
- Department of Radiology and Medical Imaging, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Oana Alexandra Roşu
- Department of Morphological Sciences, Cell and Molecular Biology and Histology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (L.A.P.); (M.P.); (O.A.R.)
- Department of Oncology, Elias University Emergency Hospital, 011461 Bucharest, Romania
| | - Sanda Maria Creţoiu
- Department of Morphological Sciences, Cell and Molecular Biology and Histology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (L.A.P.); (M.P.); (O.A.R.)
| | - Bogdan Severus Gaspar
- Department of Surgery, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania;
- Surgery Clinic, Bucharest Emergency Clinical Hospital, 014461 Bucharest, Romania
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New Faecal Calprotectin Assay by IDS: Validation and Comparison to DiaSorin Method. Diagnostics (Basel) 2022; 12:diagnostics12102338. [PMID: 36292026 PMCID: PMC9600005 DOI: 10.3390/diagnostics12102338] [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: 08/25/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/16/2022] Open
Abstract
Background: The faecal calprotectin (FC) measurement is used for inflammatory bowel disease (IBD) diagnosis and follow-up. The aim of this study was to validate for the first time the new IDS FC extraction device and immunoassay kit, and to compare it with the DiaSorin test in patients with and without IBD. Methods: First, the precision of the IDS assay and its stability were assessed. Then, 379 stool extracts were analysed with the IDS kit on iSYS and compared with a DiaSorin Liaison XL assay. Results: The intra- and inter-assay CVs did not exceed 5%. The stool samples were stable up to 4 weeks at −20 °C. Lot-to-lot comparison showed a good correlation (Lot1 = 1.06 × Lot2 + 0.60; p > 0.05). The Passing and Bablok regression showed no significant deviation from linearity between the two methods (IDS = 1.06 × DiaSorin − 0.6; p > 0.05; concordance correlation coefficient = 0.93). According to the recommended cut-offs, the IDS assay identified more IBD and irritable bowel syndrome patients than DiaSorin, which had more borderline results (16 vs. 20%, respectively). Conclusions: The IDS faecal calprotectin had good analytical validation parameters. Compared to the DiaSorin method, it showed comparable results, but slightly outperformed it in the identification of more IBD patients and active disease.
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Powles STR, Gallagher KI, Chong LWL, Alexander JL, Mullish BH, Hicks LC, McDonald JAK, Marchesi JR, Williams HRT, Orchard TR. Effects of bowel preparation on intestinal bacterial associated urine and faecal metabolites and the associated faecal microbiome. BMC Gastroenterol 2022; 22:240. [PMID: 35562657 PMCID: PMC9101932 DOI: 10.1186/s12876-022-02301-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 04/20/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Urinary and faecal metabolic profiling have been extensively studied in gastrointestinal diseases as potential diagnostic markers, and to enhance our understanding of the intestinal microbiome in the pathogenesis these conditions. The impact of bowel cleansing on the microbiome has been investigated in several studies, but limited to just one study on the faecal metabolome. AIM To compare the effects of bowel cleansing on the composition of the faecal microbiome, and the urine and faecal metabolome. METHODS Urine and faecal samples were obtained from eleven patients undergoing colonoscopy at baseline, and then at day 3 and week 6 after colonoscopy. 16S rRNA gene sequencing was used to analyse changes in the microbiome, and metabonomic analysis was performed using proton nuclear magnetic resonance (1H NMR) spectroscopy. RESULTS Microbiomic analysis demonstrated a reduction in alpha diversity (Shannon index) between samples taken at baseline and three days following bowel cleansing (p = 0.002), and there was no significant difference between samples at baseline and six weeks post colonoscopy. Targeted and non-targeted analysis of urinary and faecal bacterial associated metabolites showed no significant impact following bowel cleansing. CONCLUSIONS Bowel cleansing causes a temporary disturbance in bacterial alpha diversity measured in faeces, but no significant changes in the faecal and urine metabolic profiles, suggesting that overall the faecal microbiome and its associated metabolome is resistant to the effects of an induced osmotic diarrhoea.
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Affiliation(s)
- Sam T. R. Powles
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Kate I. Gallagher
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Leo W. L. Chong
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - James L. Alexander
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Benjamin H. Mullish
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Lucy C. Hicks
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Julie A. K. McDonald
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- MRC Centre for Molecular Bacteriology and Infection, Flowers Building, Imperial College London, London, SW7 2AZ UK
| | - Julian R. Marchesi
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Horace R. T. Williams
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
| | - Timothy R. Orchard
- Department of Metabolism, Digestion and Reproduction, Imperial College London, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
- Department of Gastroenterology, Imperial College Healthcare NHS Trust, St. Mary’s Hospital, Praed Street, London, W2 1NY UK
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Pettersen VK, Antunes LCM, Dufour A, Arrieta MC. Inferring early-life host and microbiome functions by mass spectrometry-based metaproteomics and metabolomics. Comput Struct Biotechnol J 2021; 20:274-286. [PMID: 35024099 PMCID: PMC8718658 DOI: 10.1016/j.csbj.2021.12.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 12/08/2021] [Accepted: 12/08/2021] [Indexed: 12/17/2022] Open
Abstract
Humans have a long-standing coexistence with microorganisms. In particular, the microbial community that populates the human gastrointestinal tract has emerged as a critical player in governing human health and disease. DNA and RNA sequencing techniques that map taxonomical composition and genomic potential of the gut community have become invaluable for microbiome research. However, deriving a biochemical understanding of how activities of the gut microbiome shape host development and physiology requires an expanded experimental design that goes beyond these approaches. In this review, we explore advances in high-throughput techniques based on liquid chromatography-mass spectrometry. These omics methods for the identification of proteins and metabolites have enabled direct characterisation of gut microbiome functions and the crosstalk with the host. We discuss current metaproteomics and metabolomics workflows for producing functional profiles, the existing methodological challenges and limitations, and recent studies utilising these techniques with a special focus on early life gut microbiome.
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Affiliation(s)
- Veronika Kuchařová Pettersen
- Research Group for Host-Microbe Interactions, Department of Medical Biology, UiT The Arctic University of Norway, Tromsø, Norway
- Pediatric Research Group, Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for New Antibacterial Strategies, UiT The Arctic University of Norway, Tromsø, Norway
| | - Luis Caetano Martha Antunes
- Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
- National Institute of Science and Technology of Innovation on Diseases of Neglected Populations, Center for Technological Development in Health, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Antoine Dufour
- Department of Physiology & Pharmacology, University of Calgary, Calgary, Canada
| | - Marie-Claire Arrieta
- Department of Physiology & Pharmacology, University of Calgary, Calgary, Canada
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada
- International Microbiome Centre, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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The Multiomics Analyses of Fecal Matrix and Its Significance to Coeliac Disease Gut Profiling. Int J Mol Sci 2021; 22:ijms22041965. [PMID: 33671197 PMCID: PMC7922330 DOI: 10.3390/ijms22041965] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/08/2021] [Accepted: 02/11/2021] [Indexed: 12/15/2022] Open
Abstract
Gastrointestinal (GIT) diseases have risen globally in recent years, and early detection of the host’s gut microbiota, typically through fecal material, has become a crucial component for rapid diagnosis of such diseases. Human fecal material is a complex substance composed of undigested macromolecules and particles, and the processing of such matter is a challenge due to the unstable nature of its products and the complexity of the matrix. The identification of these products can be used as an indication for present and future diseases; however, many researchers focus on one variable or marker looking for specific biomarkers of disease. Therefore, the combination of genomics, transcriptomics, proteomics and metabonomics can give a detailed and complete insight into the gut environment. The proper sample collection, sample preparation and accurate analytical methods play a crucial role in generating precise microbial data and hypotheses in gut microbiome research, as well as multivariate data analysis in determining the gut microbiome functionality in regard to diseases. This review summarizes fecal sample protocols involved in profiling coeliac disease.
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Wang Y, Zhou Y, Xiao X, Zheng J, Zhou H. Metaproteomics: A strategy to study the taxonomy and functionality of the gut microbiota. J Proteomics 2020; 219:103737. [DOI: 10.1016/j.jprot.2020.103737] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 03/07/2020] [Accepted: 03/10/2020] [Indexed: 12/15/2022]
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Ursodeoxycholic acid enriches intestinal bile salt hydrolase-expressing Bacteroidetes in cholestatic pregnancy. Sci Rep 2020; 10:3895. [PMID: 32127609 PMCID: PMC7054423 DOI: 10.1038/s41598-020-60821-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 01/10/2020] [Indexed: 02/07/2023] Open
Abstract
Ursodeoxycholic acid (UDCA) treatment can reduce itch and lower endogenous serum bile acids in intrahepatic cholestasis of pregnancy (ICP). We sought to determine how it could influence the gut environment in ICP to alter enterohepatic signalling. The gut microbiota and bile acid content were determined in faeces from 35 pregnant women (14 with uncomplicated pregnancies and 21 with ICP, 17 receiving UDCA). Faecal bile salt hydrolase activity was measured using a precipitation assay. Serum fibroblast growth factor 19 (FGF19) and 7α-hydroxy-4-cholesten-3-one (C4) concentrations were measured following a standardised diet for 21 hours. Women with a high ratio of Bacteroidetes to Firmicutes were more likely to be treated with UDCA (Fisher’s exact test p = 0.0178) than those with a lower ratio. Bile salt hydrolase activity was reduced in women with low Bacteroidetes:Firmicutes. Women taking UDCA had higher faecal lithocholic acid (p < 0.0001), with more unconjugated bile acids than women with untreated ICP or uncomplicated pregnancy. UDCA-treatment increased serum FGF19, and reduced C4 (reflecting lower bile acid synthesis). During ICP, UDCA treatment can be associated with enrichment of the gut microbiota with Bacteroidetes. These demonstrate high bile salt hydrolase activity, which deconjugates bile acids enabling secondary modification to FXR agonists, enhancing enterohepatic feedback via FGF19.
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Issa Isaac N, Philippe D, Nicholas A, Raoult D, Eric C. Metaproteomics of the human gut microbiota: Challenges and contributions to other OMICS. CLINICAL MASS SPECTROMETRY 2019; 14 Pt A:18-30. [DOI: 10.1016/j.clinms.2019.06.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 06/02/2019] [Accepted: 06/03/2019] [Indexed: 12/22/2022]
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Grześkowiak Ł, Riedmüller J, Vahjen W, Zentek J. Storage procedures and time influence the detectability of Clostridium difficile toxin A but not toxin B in porcine fecal specimens. J Vet Diagn Invest 2019; 32:222-225. [PMID: 31328697 PMCID: PMC7081514 DOI: 10.1177/1040638719864383] [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] [Indexed: 11/17/2022] Open
Abstract
Storage procedures are known to affect the detectability of Clostridium difficile toxins in equine and human feces. We assessed the impact of different storage conditions on the detectability of C. difficile toxins in swine feces. Specimens were inoculated with toxins, 112 ng/g of toxin A (TcdA) and 16 ng/g of toxin B (TcdB) and subjected to the following 3 storage treatments: 4°C, −30°C, repetitive freezing at −30°C and thawing. Toxin determination was assessed at 1, 2, 7, 14, and 21 d with ELISA. A decrease in concentrations of TcdA with time was observed for samples stored at 4°C and repetitive freezing–thawing (p ≤0.05). On day 14, storage at 4°C resulted in decreased TcdA concentration as opposed to storage at −30°C and repetitive freezing–thawing (p ≤0.05). On day 21, storage at 4°C resulted in decreased TcdA detectability compared with storage at −30°C (p ≤0.05). The TcdB concentration was unaffected. These results on toxin detectability in swine feces should be carefully considered in in vitro studies on toxigenic C. difficile. Our results also offer valuable information for microbiologists and veterinarians monitoring the presence of virulent C. difficile in pigs.
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Affiliation(s)
- Łukasz Grześkowiak
- Institute of Animal Nutrition, Freie Universität Berlin, Berlin, Germany
| | | | - Wilfried Vahjen
- Institute of Animal Nutrition, Freie Universität Berlin, Berlin, Germany
| | - Jürgen Zentek
- Institute of Animal Nutrition, Freie Universität Berlin, Berlin, Germany
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Tap J, Cools-Portier S, Pavan S, Druesne A, Öhman L, Törnblom H, Simren M, Derrien M. Effects of the long-term storage of human fecal microbiota samples collected in RNAlater. Sci Rep 2019; 9:601. [PMID: 30679604 PMCID: PMC6345939 DOI: 10.1038/s41598-018-36953-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 11/23/2018] [Indexed: 12/14/2022] Open
Abstract
The adequate storage of fecal samples from clinical trials is crucial if analyses are to be performed later and in long-term studies. However, it is unknown whether the composition of the microbiota is preserved during long-term stool storage (>1 year). We therefore evaluated the influence of long-term storage on the microbiota composition of human stool samples collected in RNAlater and stored for approximately five years at −80 °C. We compared storage effects on stool samples from 24 subjects with the effects of technical variation due to different sequencing runs and biological variation (intra- and inter-subject), in another 101 subjects, based on alpha-diversity, beta-diversity and taxonomic composition. We also evaluated the impact of initial alpha-diversity and fecal microbiota composition on beta-diversity instability upon storage. Overall, long-term stool storage at −80 °C had only limited effects on the microbiota composition of human feces. The magnitude of changes in alpha- and beta- diversity and taxonomic composition after long-term storage was similar to inter-sequencing variation and smaller than biological variation (both intra- and inter-subject). The likelihood of fecal samples being affected by long-term storage correlated with the initial relative abundance of some genera and tend to be affected by initial taxonomic richness.
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Affiliation(s)
- Julien Tap
- Danone Nutricia Research, Innovation, Science and Nutrition Department, RD 128 - Avenue de la Vauve, 91767, Palaiseau, France
| | - Stéphanie Cools-Portier
- Danone Nutricia Research, Innovation, Science and Nutrition Department, RD 128 - Avenue de la Vauve, 91767, Palaiseau, France
| | | | - Anne Druesne
- Danone Nutricia Research, Innovation, Science and Nutrition Department, RD 128 - Avenue de la Vauve, 91767, Palaiseau, France
| | - Lena Öhman
- Department of Immunology and Microbiology, Inst. of Biomedicine, University of Gothenburg, Gothenburg, Sweden.,Department of Internal Medicine and Clinical Nutrition, Inst. Of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Hans Törnblom
- Department of Internal Medicine and Clinical Nutrition, Inst. Of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Magnus Simren
- Department of Internal Medicine and Clinical Nutrition, Inst. Of Medicine, University of Gothenburg, Gothenburg, Sweden.,Center for Functional Gastrointestinal and Motility Disorders, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Muriel Derrien
- Danone Nutricia Research, Innovation, Science and Nutrition Department, RD 128 - Avenue de la Vauve, 91767, Palaiseau, France.
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Kirwan JA, Brennan L, Broadhurst D, Fiehn O, Cascante M, Dunn WB, Schmidt MA, Velagapudi V. Preanalytical Processing and Biobanking Procedures of Biological Samples for Metabolomics Research: A White Paper, Community Perspective (for "Precision Medicine and Pharmacometabolomics Task Group"-The Metabolomics Society Initiative). Clin Chem 2018; 64:1158-1182. [PMID: 29921725 DOI: 10.1373/clinchem.2018.287045] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 05/01/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND The metabolome of any given biological system contains a diverse range of low molecular weight molecules (metabolites), whose abundances can be affected by the timing and method of sample collection, storage, and handling. Thus, it is necessary to consider the requirements for preanalytical processes and biobanking in metabolomics research. Poor practice can create bias and have deleterious effects on the robustness and reproducibility of acquired data. CONTENT This review presents both current practice and latest evidence on preanalytical processes and biobanking of samples intended for metabolomics measurement of common biofluids and tissues. It highlights areas requiring more validation and research and provides some evidence-based guidelines on best practices. SUMMARY Although many researchers and biobanking personnel are familiar with the necessity of standardizing sample collection procedures at the axiomatic level (e.g., fasting status, time of day, "time to freezer," sample volume), other less obvious factors can also negatively affect the validity of a study, such as vial size, material and batch, centrifuge speeds, storage temperature, time and conditions, and even environmental changes in the collection room. Any biobank or research study should establish and follow a well-defined and validated protocol for the collection of samples for metabolomics research. This protocol should be fully documented in any resulting study and should involve all stakeholders in its design. The use of samples that have been collected using standardized and validated protocols is a prerequisite to enable robust biological interpretation unhindered by unnecessary preanalytical factors that may complicate data analysis and interpretation.
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Affiliation(s)
- Jennifer A Kirwan
- Berlin Institute of Health, Berlin, Germany; .,Max Delbrück Center for Molecular Medicine, Berlin-Buch, Germany
| | - Lorraine Brennan
- UCD School of Agriculture and Food Science, Institute of Food and Health, UCD, Dublin, Ireland
| | | | - Oliver Fiehn
- NIH West Coast Metabolomics Center, UC Davis, Davis, CA
| | - Marta Cascante
- Department of Biochemistry and Molecular Biomedicine and IBUB, Universitat de Barcelona, Barcelona and Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBER-EHD), Madrid, Spain
| | - Warwick B Dunn
- School of Biosciences and Phenome Centre Birmingham, University of Birmingham, Birmingham, UK
| | - Michael A Schmidt
- Advanced Pattern Analysis and Countermeasures Group, Research Innovation Center, Colorado State University, Fort Collins, CO.,Sovaris Aerospace, LLC, Boulder, CO
| | - Vidya Velagapudi
- Metabolomics Unit, Institute for Molecular Medicine FIMM, HiLIFE, University of Helsinki, Helsinki, Finland.
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Mullish BH, Pechlivanis A, Barker GF, Thursz MR, Marchesi JR, McDonald JAK. Functional microbiomics: Evaluation of gut microbiota-bile acid metabolism interactions in health and disease. Methods 2018; 149:49-58. [PMID: 29704662 DOI: 10.1016/j.ymeth.2018.04.028] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2017] [Revised: 03/02/2018] [Accepted: 04/22/2018] [Indexed: 12/21/2022] Open
Abstract
There is an ever-increasing recognition that bile acids are not purely simple surfactant molecules that aid in lipid digestion, but are a family of molecules contributing to a diverse range of key systemic functions in the host. It is now also understood that the specific composition of the bile acid milieu within the host is related to the expression and activity of bacterially-derived enzymes within the gastrointestinal tract, as such creating a direct link between the physiology of the host and the gut microbiota. Coupled to the knowledge that perturbation of the structure and/or function of the gut microbiota may contribute to the pathogenesis of a range of diseases, there is a high level of interest in the potential for manipulation of the gut microbiota-host bile acid axis as a novel approach to therapeutics. Much of the growing understanding of the biology of this area reflects the recent development and refinement of a range of novel techniques; this study applies a number of those techniques to the analysis of human samples, aiming to illustrate their strengths, drawbacks and biological significance at all stages. Specifically, we used microbial profiling (using 16S rRNA gene sequencing), bile acid profiling (using liquid chromatography-mass spectrometry), bsh and baiCD qPCR, and a BSH enzyme activity assay to demonstrate differences in the gut microbiota and bile metabolism in stool samples from healthy and antibiotic-exposed individuals.
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Affiliation(s)
- Benjamin H Mullish
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom
| | - Alexandros Pechlivanis
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom
| | - Grace F Barker
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom
| | - Mark R Thursz
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom
| | - Julian R Marchesi
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom; School of Biosciences, Cardiff University, Cardiff, United Kingdom
| | - Julie A K McDonald
- Division of Integrative Systems Medicine and Digestive Disease, Faculty of Medicine, Imperial College London, United Kingdom.
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Garg M, Leach ST, Pang T, Needham B, Coffey MJ, Katz T, Strachan R, Widger J, Field P, Belessis Y, Chuang S, Day AS, Jaffe A, Ooi CY. Age-related levels of fecal M2-pyruvate kinase in children with cystic fibrosis and healthy children 0 to 10years old. J Cyst Fibros 2017; 17:109-113. [PMID: 28754328 DOI: 10.1016/j.jcf.2017.07.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 07/11/2017] [Accepted: 07/11/2017] [Indexed: 02/06/2023]
Abstract
BACKGROUND The pathogenesis of gut inflammation, bacterial dysbiosis and increased rates of malignancy in CF is unclear. Fecal M2-pyruvate kinase (M2-PK) is a biomarker indicative of cellular proliferation that may be raised in intestinal malignancy and inflammation. Biomarkers, including M2-PK, may be useful in assessing effects of novel therapies on the gastrointestinal tract. METHODS M2-PK was measured in stools collected from patients with CF and HC (0-10years). Linear mixed model analysis was used. RESULTS M2-PK levels did not significantly change in children with CF (36 patients, 77 samples) (P=0.998) or HC (45 patients, 45 samples) (P=0.21), over the age range 0-10years. Patients with CF had elevated M2-PK compared to HC (median [IQR; range]: 10.7 [5.7-28.6; 1.0-239.1] (n=77) vs. 1.0 [1.0-1.0; 1.0-50.0] (n=45) U/mL, respectively; P=0.001). CONCLUSIONS Fecal M2-PK was elevated in children with CF compared with HC during infancy and throughout childhood suggesting abnormalities in the CF gut exist in early life.
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Affiliation(s)
- Millie Garg
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia
| | - Steven T Leach
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia
| | - Tamara Pang
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia
| | - Bronwen Needham
- Sydney Medical Program, The University of Sydney, Camperdown 2050, New South Wales, Australia
| | - Michael J Coffey
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia
| | - Tamarah Katz
- Department of Nutrition and Dietetics, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Roxanne Strachan
- Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - John Widger
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Penelope Field
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Yvonne Belessis
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Sandra Chuang
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Andrew S Day
- Department of Paediatrics, University of Otago, Riccarton Ave, Christchurch 8011, Canterbury, New Zealand
| | - Adam Jaffe
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Respiratory Medicine, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia
| | - Chee Y Ooi
- School of Women and Children's Health, Medicine, The University of New South Wales, High Street, Sydney Children's Hospital, Randwick 2031, New South Wales, Australia; Department of Gastroenterology, Sydney Children's Hospital, High Street, Randwick 2031, New South Wales, Australia.
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14
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Lee PY, Chin SF, Neoh HM, Jamal R. Metaproteomic analysis of human gut microbiota: where are we heading? J Biomed Sci 2017; 24:36. [PMID: 28606141 PMCID: PMC5469034 DOI: 10.1186/s12929-017-0342-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 06/01/2017] [Indexed: 02/08/2023] Open
Abstract
The human gut is home to complex microbial populations that change dynamically in response to various internal and external stimuli. The gut microbiota provides numerous functional benefits that are crucial for human health but in the setting of a disturbed equilibrium, the microbial community can cause deleterious outcomes such as diseases and cancers. Characterization of the functional activities of human gut microbiota is fundamental to understand their roles in human health and disease. Metaproteomics, which refers to the study of the entire protein collection of the microbial community in a given sample is an emerging area of research that provides informative details concerning functional aspects of the microbiota. In this mini review, we present a summary of the progress of metaproteomic analysis for studying the functional role of gut microbiota. This is followed by an overview of the experimental approaches focusing on fecal specimen for metaproteomics and is concluded by a discussion on the challenges and future directions of metaproteomic research.
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Affiliation(s)
- Pey Yee Lee
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Cheras, Kuala Lumpur, Malaysia
| | - Siok-Fong Chin
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Cheras, Kuala Lumpur, Malaysia.
| | - Hui-Min Neoh
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Cheras, Kuala Lumpur, Malaysia
| | - Rahman Jamal
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Cheras, Kuala Lumpur, Malaysia
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15
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Garzón M, Pereira-da-Silva L, Seixas J, Papoila AL, Alves M, Ferreira F, Reis A. Association of enteric parasitic infections with intestinal inflammation and permeability in asymptomatic infants of São Tomé Island. Pathog Glob Health 2017; 111:116-127. [PMID: 28279129 PMCID: PMC5445637 DOI: 10.1080/20477724.2017.1299831] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The cumulative effect of repeated asymptomatic enteric infections on intestinal barrier is not fully understood in infants. We aimed to evaluate the association between previous enteric parasitic infections and intestinal inflammation and permeability at 24-months of age, in asymptomatic infants of São Tomé Island. A subset of infants from a birth cohort, with intestinal parasite evaluations in at least four points of assessment, was eligible. Intestinal inflammatory response and permeability were assessed using fecal S100A12 and alpha-1-antitrypsin (A1AT), respectively. The cutoff <-1SD for weight-for-length and length-for-age was used to define wasting and stunting. Multivariable linear regression analysis explored if cumulative enteric parasitic infections explained variability of fecal biomarkers, after adjusting for potential confounders. Eighty infants were included. Giardia duodenalis and soil-transmitted helminths (STH) were the most frequent parasites. The median (interquartile range) levels were 2.87 μg/g (2.41-3.92) for S100A12 and 165.1 μg/g (66.0-275.6) for A1AT. Weak evidence of association was found between S100A12 levels and G. duodenalis (p = 0.080) and STH infections (p = 0.089), and between A1AT levels and parasitic infection of any etiology (p = 0.089), at 24-months of age. Significant associations between A1AT levels and wasting (p = 0.006) and stunting (p = 0.044) were found. Previous parasitic infections were not associated with fecal biomarkers at 24 months of age. To summarize, previous asymptomatic parasitic infections showed no association with intestinal barrier dysfunction. Notwithstanding, a tendency toward increased levels of the inflammatory biomarker was observed for current G. duodenalis and STH infections, and increased levels of the permeability biomarker were significantly associated with stunting and wasting.
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Affiliation(s)
- Marisol Garzón
- Tropical Clinic Teaching and Research Unit, Instituto de Higiene e Medicina Tropical, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Luis Pereira-da-Silva
- Research Unit, Centro Hospitalar de Lisboa Central, Lisboa, Portugal
- Woman, Children and Adolescent’s Medicine Teaching and Research Area, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Jorge Seixas
- Tropical Clinic Teaching and Research Unit, Instituto de Higiene e Medicina Tropical, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Ana Luísa Papoila
- Research Unit, Centro Hospitalar de Lisboa Central, Lisboa, Portugal
- NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Marta Alves
- Research Unit, Centro Hospitalar de Lisboa Central, Lisboa, Portugal
| | - Filipa Ferreira
- Tropical Clinic Teaching and Research Unit, Instituto de Higiene e Medicina Tropical, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Ana Reis
- Tropical Clinic Teaching and Research Unit, Instituto de Higiene e Medicina Tropical, Universidade NOVA de Lisboa, Lisboa, Portugal
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