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Yuan C. Molecular mechanisms and therapeutic strategies of gut microbiota modulation in Sarcopenia (Review). Oncol Lett 2025; 29:104. [PMID: 39736924 PMCID: PMC11683524 DOI: 10.3892/ol.2024.14850] [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: 07/17/2024] [Accepted: 11/20/2024] [Indexed: 01/01/2025] Open
Abstract
Sarcopenia is an age-related disease that is characterized by a decline in muscle mass and function with significant epidemiological and clinical implications. In recent years, gut microbiota has gained attention as an important regulatory factor in human health. To the best of our knowledge, this is the first study to introduce the definition and epidemiological background of sarcopenia and analyze the potential impact of the gut microbiota on muscle metabolism and growth, including aspects such as gut microbiota metabolites, muscle protein synthesis and energy metabolism. Additionally, this article summarizes the current research progress in gut microbiota interventions for the treatment of sarcopenia, such as probiotics, prebiotics and fecal microbiota transplantation and discusses future research directions and potential therapeutic strategies.
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Affiliation(s)
- Chanqi Yuan
- Department of Geriatrics, Harbin 242 Hospital, Harbin, Heilongjiang 150060, P.R. China
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2
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Porcari S, Mullish BH, Asnicar F, Ng SC, Zhao L, Hansen R, O'Toole PW, Raes J, Hold G, Putignani L, Hvas CL, Zeller G, Koren O, Tun H, Valles-Colomer M, Collado MC, Fischer M, Allegretti J, Iqbal T, Chassaing B, Keller J, Baunwall SM, Abreu M, Barbara G, Zhang F, Ponziani FR, Costello SP, Paramsothy S, Kao D, Kelly C, Kupcinskas J, Youngster I, Franceschi F, Khanna S, Vehreschild M, Link A, De Maio F, Pasolli E, Miguez AB, Brigidi P, Posteraro B, Scaldaferri F, Stojanovic MR, Megraud F, Malfertheiner P, Masucci L, Arumugam M, Kaakoush N, Segal E, Bajaj J, Leong R, Cryan J, Weersma RK, Knight R, Guarner F, Shanahan F, Cani PD, Elinav E, Sanguinetti M, de Vos WM, El-Omar E, Dorè J, Marchesi J, Tilg H, Sokol H, Segata N, Cammarota G, Gasbarrini A, Ianiro G. International consensus statement on microbiome testing in clinical practice. Lancet Gastroenterol Hepatol 2025; 10:154-167. [PMID: 39647502 DOI: 10.1016/s2468-1253(24)00311-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 09/10/2024] [Accepted: 09/13/2024] [Indexed: 12/10/2024]
Abstract
There is growing interest in the potential exploitation of the gut microbiome as a diagnostic tool in medicine, but evidence supporting its clinical usefulness is scarce. An increasing number of commercial providers offer direct-to-consumer microbiome diagnostic tests without any consensus on their regulation or any proven value in clinical practice, which could result in considerable waste of individual and health-care resources and potential drawbacks in the clinical management of patients. We convened an international multidisciplinary expert panel to standardise best practices of microbiome testing for clinical implementation, including recommendations on general principles and minimum requirements for their provision, indications, pre-testing protocols, method of analyses, reporting of results, and potential clinical value. We also evaluated current knowledge gaps and future directions in this field. We aimed to establish a framework to regulate the provision of microbiome testing and minimise the use of inappropriate tests and pave the way for the evidence-based development and use of human microbiome diagnostics in clinical medicine.
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Affiliation(s)
- Serena Porcari
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Benjamin H Mullish
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, St Mary's Hospital Campus, Imperial College London, London, UK; Departments of Gastroenterology and Hepatology, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, UK
| | | | - Siew C Ng
- Microbiota I-Center (MagIC), Hong Kong Special Administrative Region, China; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Liping Zhao
- Department of Biochemistry and Microbiology, New Jersey Institute of Food, Nutrition and Health, Rutgers University, New Brunswick, NY, USA
| | - Richard Hansen
- Division of Molecular and Clinical Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Paul W O'Toole
- APC Microbiome Ireland, Department of Medicine, University College Cork, Cork, Ireland; School of Microbiology, University College Cork, Cork, Ireland
| | - Jeroen Raes
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Leuven, Belgium; VIB, Center for Microbiology, Leuven, Belgium
| | - Georgina Hold
- Microbiome Research Centre, University of New South Wales, Sydney, Australia
| | - Lorenza Putignani
- Unit of Microbiomics and Unit of Human Microbiome, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Christian Lodberg Hvas
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus Denmark
| | - Georg Zeller
- Leiden University Center for Infectious Diseases (LUCID), Leiden University Medical Center, Leiden, Netherlands; Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, Netherlands; Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Omry Koren
- Azrieli Faculty of Medicine Bar-Ilan University, Safed, Israel
| | - Hein Tun
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Mireia Valles-Colomer
- Department CIBIO, University of Trento, Trento, Italy; MELIS Department, Pompeu Fabra University, Barcelona, Spain
| | - Maria Carmen Collado
- Institute of Agrochemistry and Food Technology-National Research Council (IATA-CSIC), Valencia, Spain
| | - Monika Fischer
- Division of Gastroenterology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jessica Allegretti
- Division of Gastroenterology, Brigham and Women's Hospital, Boston, MA, USA
| | - Tariq Iqbal
- Department of Gastroenterology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Microbiome Treatment Centre, University of Birmingham, Edgbaston, UK
| | - Benoit Chassaing
- Microbiome-Host Interactions, Institut Pasteur, Université Paris Cité, INSERM, Paris, France
| | - Josbert Keller
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, Netherlands; Public Health Laboratory, Faculty of Medicine, University of Birmingham, Birmingham, UK
| | - Simon Mark Baunwall
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Maria Abreu
- Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Giovanni Barbara
- IRCCS Azienda Ospedaliero, University of Bologna, Bologna, Italy; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Faming Zhang
- Medical Center for Digestive Diseases, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China; Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing, China
| | - Francesca Romana Ponziani
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Liver Unit-Department of Medical and Surgical Sciences, UOC CEMAD Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Sam P Costello
- Department of Gastroenterology, The Queen Elizabeth Hospital, Adelaide, South Australia, Australia; Faculty of Health and Medical Sciences, Adelaide Medical School, University of Adelaide, Adelaide, South Australia, Australia
| | - Sudarshan Paramsothy
- Department of Gastroenterology and Hepatology, Concord Repatriation General Hospital, Sydney, Australia; Concord Clinical School, University of Sydney, Sydney, Australia
| | - Dina Kao
- Edmonton FMT program, Division of Gastroenterology, University of Alberta, Edmonton, AB, Canada
| | - Colleen Kelly
- Division of Gastroenterology, Brigham and Women's Hospital, Boston, MA, USA
| | - Juozas Kupcinskas
- Gastroenterology Department and Institute for Digestive Research; Lithuanian University of Health Sciences Kaunas, Lithuania
| | - Ilan Youngster
- Division of Pediatrics and the Center for Microbiome Research, Shamir Medical Center, Israel, Faculty of Medical & Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Francesco Franceschi
- Department of Emergency Medicine, Fondazione Policlinico Universitario, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Sahil Khanna
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Maria Vehreschild
- Goethe University Frankfurt, University Hospital Frankfurt, Department II of Internal Medicine, Infectious Diseases, Frankfurt am Main, Germany
| | - Alexander Link
- Department of Gastroenterology, Hepatology and Infectious Diseases, Otto-von-Guericke University, Magdeburg, Germany
| | - Flavio De Maio
- Department of Laboratory and Infectious Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Edoardo Pasolli
- University of Naples Federico II, Department of Agricultural Sciences, Portici, Italy
| | | | - Patrizia Brigidi
- Microbiomics Unit, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Brunella Posteraro
- Department of Basic Biotechnological Sciences, Intensive and Perioperative Clinics, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Franco Scaldaferri
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Mirjana Rajilic Stojanovic
- Department for Biochemical Engineering and Biotechnology, University of Belgrade, Belgrade, Serbia; Faculty of Technology and Metallurgy, University of Belgrade, Belgrade, Serbia
| | | | - Peter Malfertheiner
- Department of Gastroenterology, Hepatology and Infectious Diseases, Otto-von-Guericke University, Magdeburg, Germany; LMU, University Clinic, Medical Department II, Munich, Germany
| | - Luca Masucci
- Department of Laboratory and Infectious Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Manimozhiyan Arumugam
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nadeem Kaakoush
- School of Biomedical Sciences, University of New South Wales, Sydney, Australia
| | - Eran Segal
- Computer Science and Applied Mathematics Department, Weizmann Institute of Science, Rehovot, Israel
| | - Jasmohan Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and Richmond VA Medical Center, Richmond, VA, USA
| | - Rupert Leong
- Department of Gastroenterology, Concord Repatriation General Hospital, Sydney, Australia; MQ Health, Macquarie University Hospital, Sydney, Australia
| | - John Cryan
- APC Microbiome Ireland, Department of Medicine, University College Cork, Cork, Ireland
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Robert Knight
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | | | - Fergus Shanahan
- APC Microbiome Ireland, Department of Medicine, University College Cork, Cork, Ireland
| | - Patrice D Cani
- Louvain Drug Research Institute (LDRI), Metabolism and Nutrition Research Group, UCLouvain, Université Catholique de Louvain, Brussels, Belgium; Institute of Experimental and Clinical Research (IREC), UCLouvain, Université Catholique de Louvain, Brussels, Belgium; Walloon Excellence in Life Sciences and BIOtechnology (WELBIO), WELBIO department, WEL Research Institute, Wavre, Belgium
| | - Eran Elinav
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel; Cancer-Microbiome Division, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Maurizio Sanguinetti
- Department of Laboratory and Infectious Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Willem M de Vos
- Laboratory of Microbiology, Wageningen University, Netherlands; Human Microbiome Research Program, University of Helsinki, Finland
| | - Emad El-Omar
- Microbiome Research Centre, St George & Sutherland Clinical Campuses, School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Joel Dorè
- MR Micalis Institut, INRA, Paris-Saclay University, Jouy-En-Josas, France
| | - Julian Marchesi
- Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, St Mary's Hospital Campus, Imperial College London, London, UK
| | - Herbert Tilg
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology & Metabolism, Medical University of Innsbruck, Innsbruck, Austria
| | - Harry Sokol
- MR Micalis Institut, INRA, Paris-Saclay University, Jouy-En-Josas, France; Gastroenterology Department, Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, CRSA, AP-HP, Saint-Antoine Hospital, Paris, France; Paris Center for Microbiome MedICIsne (PaCeMM) FHU, Paris, France
| | - Nicola Segata
- Department CIBIO, University of Trento, Trento, Italy; Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Giovanni Cammarota
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Antonio Gasbarrini
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Gianluca Ianiro
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Medical and Surgical Sciences, UOC Gastroenterologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
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Inostroza PA, Jessen GL, Li F, Zhang X, Brack W, Backhaus T. Multi-compartment impact of micropollutants and particularly antibiotics on bacterial communities using environmental DNA at river basin-level. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 366:125487. [PMID: 39644953 DOI: 10.1016/j.envpol.2024.125487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 11/24/2024] [Accepted: 12/04/2024] [Indexed: 12/09/2024]
Abstract
Bacterial communities respond to environmental conditions with diverse structural and functional changes depending on their compartment (water, biofilm or sediment), type of environmental stress, and type of pollution to which they are exposed. In this study, we combined amplicon sequencing of bacterial 16S rRNA genes from water, biofilm, and sediment samples collected in the anthropogenically impacted River Aconcagua basin (Central Chile, South America), in order to evaluate whether micropollutants alter bacterial community structure and functioning based on the type and degree of chemical pollution. Furthermore, we evaluated the potential of bacterial communities from differently polluted sites to degrade contaminants. Our results show a lower diversity at sites impacted by agriculture and urban areas, featuring high loads of micropollution with pesticides, pharmaceuticals and personal care products as well as industrial chemicals. Nutrients, antibiotic stress, and micropollutant loads explain most of the variability in the sediment and biofilm bacterial community, showing a significant increase of bacterial groups known for their capabilities to degrade various organic pollutants, such as Nitrospira and also selecting for taxa known for antibiotic resistance such as Exiguobacterium and Planomicrobium. Moreover, potential ecological functions linked to the biodegradation of toxic chemicals at the basin level revealed significant reductions in ecosystem-related services in sites affected by agriculture and wastewater treatment plant (WWTP) discharges across all investigated environmental compartments. Finally, we suggest transitioning from simple concentration-based assessments of environmental pollution to more meaningful toxic pressure values, measured environmental concentrations normalised by effect information, in order to comprehensively evaluate the role of micropollutants at the ecological (biodiversity) level.
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Affiliation(s)
- Pedro A Inostroza
- Department of Biological and Environmental Sciences, University of Gothenburg, Sweden; Institute for Environmental Research, RWTH Aachen University, Germany.
| | - Gerdhard L Jessen
- Instituto de Ciencias Marinas y Limnológicas, Universidad Austral de Chile, Chile; Center for Oceanographic Research COPAS COASTAL, Universidad de Concepción, Chile
| | - Feilong Li
- Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and Resources, Guangdong University of Technology, China
| | - Xiaowei Zhang
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment, Nanjing University, China
| | - Werner Brack
- UFZ Helmholtz Centre for Environmental Research, Department Exposome Science, Germany; Department of Evolutionary Ecology and Environmental Toxicology, Goethe University Frankfurt, Germany
| | - Thomas Backhaus
- Department of Biological and Environmental Sciences, University of Gothenburg, Sweden; Institute for Environmental Research, RWTH Aachen University, Germany
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Iqbal S, Begum F, Ullah I, Jalal N, Shaw P. Peeling off the layers from microbial dark matter (MDM): recent advances, future challenges, and opportunities. Crit Rev Microbiol 2025; 51:1-21. [PMID: 38385313 DOI: 10.1080/1040841x.2024.2319669] [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: 07/07/2023] [Revised: 12/13/2023] [Accepted: 02/10/2024] [Indexed: 02/23/2024]
Abstract
Microbes represent the most common organisms on Earth; however, less than 2% of microbial species in the environment can undergo cultivation for study under laboratory conditions, and the rest of the enigmatic, microbial world remains mysterious, constituting a kind of "microbial dark matter" (MDM). In the last two decades, remarkable progress has been made in culture-dependent and culture-independent techniques. More recently, studies of MDM have relied on culture-independent techniques to recover genetic material through either unicellular genomics or shotgun metagenomics to construct single-amplified genomes (SAGs) and metagenome-assembled genomes (MAGs), respectively, which provide information about evolution and metabolism. Despite the remarkable progress made in the past decades, the functional diversity of MDM still remains uncharacterized. This review comprehensively summarizes the recently developed culture-dependent and culture-independent techniques for characterizing MDM, discussing major challenges, opportunities, and potential applications. These activities contribute to expanding our knowledge of the microbial world and have implications for various fields including Biotechnology, Bioprospecting, Functional genomics, Medicine, Evolutionary and Planetary biology. Overall, this review aims to peel off the layers from MDM, shed light on recent advancements, identify future challenges, and illuminate the exciting opportunities that lie ahead in unraveling the secrets of this intriguing microbial realm.
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Affiliation(s)
- Sajid Iqbal
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, China
| | - Farida Begum
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, Pakistan
| | - Ihsan Ullah
- College of Chemical Engineering, Fuzhou University, Fuzhou, China
| | - Nasir Jalal
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
| | - Peter Shaw
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
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Jara‐Servin A, Alcaraz LD, Juarez‐Serrano SI, Espinosa‐Jaime A, Barajas I, Morales L, DeLuna A, Hernández‐López A, Mancera E. Microbial Communities in Agave Fermentations Vary by Local Biogeographic Regions. ENVIRONMENTAL MICROBIOLOGY REPORTS 2025; 17:e70057. [PMID: 39865360 PMCID: PMC11761429 DOI: 10.1111/1758-2229.70057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 11/04/2024] [Accepted: 11/22/2024] [Indexed: 01/28/2025]
Abstract
The production of traditional agave spirits in Mexico, such as mezcal, involves a process that uses environmental microorganisms to ferment the cooked must from agave plants. By analysing these microorganisms, researchers can understand the dynamics of microbial communities at the interface of natural and human-associated environments. This study involved 16S and ITS amplicon sequencing of 99 fermentation tanks from 42 distilleries across Mexico. The Agave species used, production methods, climatic conditions and biogeographic characteristics varied significantly among sites. However, certain taxa were found in most fermentations, indicating a core group of microorganisms common to these communities. The primary variable consistently associated with the composition of both bacterial and fungal communities was the distillery, suggesting that local production practices and site-specific attributes influence the microbiomes. The fermentation stage, climate and producing region also affected community composition but only for prokaryotes. Analysis of multiple tanks within three distilleries showed taxa enriched in specific fermentation stages or agave species. This research provides a detailed analysis of the microbiome of agave fermentations, offering important knowledge for its management and conservation.
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Affiliation(s)
- Angélica Jara‐Servin
- Laboratorio de Genómica Ambiental, Departamento de Biología Celular, Facultad de CienciasUniversidad Nacional Autónoma de MexicoCiudad de MéxicoMexico
| | - Luis D. Alcaraz
- Laboratorio de Genómica Ambiental, Departamento de Biología Celular, Facultad de CienciasUniversidad Nacional Autónoma de MexicoCiudad de MéxicoMexico
| | - Sabino I. Juarez‐Serrano
- Departamento de Ingeniería Genética, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalUnidad IrapuatoIrapuatoMexico
| | - Aarón Espinosa‐Jaime
- Escuela Nacional de Estudios Superiores Unidad LeónUniversidad Nacional Autónoma de MéxicoLeónMexico
| | - Ivan Barajas
- Escuela Nacional de Estudios Superiores Unidad LeónUniversidad Nacional Autónoma de MéxicoLeónMexico
| | - Lucia Morales
- Laboratorio Internacional de Investigación Sobre el Genoma HumanoUniversidad Nacional Autónoma de MéxicoJuriquillaMexico
| | - Alexander DeLuna
- Unidad de Genómica AvanzadaCentro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalIrapuatoMexico
| | - Antonio Hernández‐López
- Escuela Nacional de Estudios Superiores Unidad LeónUniversidad Nacional Autónoma de MéxicoLeónMexico
| | - Eugenio Mancera
- Departamento de Ingeniería Genética, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalUnidad IrapuatoIrapuatoMexico
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Kyle KE, Klassen JL. Untrimmed ITS2 metabarcode sequences cause artificially reduced abundances of specific fungal taxa. Appl Environ Microbiol 2025; 91:e0153724. [PMID: 39723817 DOI: 10.1128/aem.01537-24] [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: 08/04/2024] [Accepted: 12/04/2024] [Indexed: 12/28/2024] Open
Abstract
Advances in DNA metabarcoding have greatly expanded our knowledge of microbial communities in recent years. Pipelines and parameters have been tested extensively for bacterial metabarcoding using the 16S rRNA gene and best practices are largely established. For fungal metabarcoding using the internal transcribed spacer (ITS) gene, however, only a few studies have considered how such pipelines and parameters can affect community prediction. Here, we report a novel bias uncovered during ITS region 2 (ITS2) sequencing of Trichoderma-infected ant fungus gardens and confirmed this bias using mock communities. Abnormally low forward read quality caused Trichoderma ITS2 reads to be computationally filtered before and during read pair merging, thus almost entirely eliminating Trichoderma amplicon sequence variants from the resulting fungal community profiles. Sliding window quality trimming before filtering allowed most of these reads to pass filtering and merge successfully, producing community profiles that now correlated with visual signs of Trichoderma infection and matched the composition of the mock communities. Applying such sliding window trimming to a previously generated environmental ITS2 data set increased the detected fungal diversity and again overcame read quality biases against Trichoderma to detect it in nearly every sample instead and often at high relative abundances. This analysis additionally identified a similar, but distinct, bias against a second fungal genus Meyerozyma. The prevalence of such quality biases against other fungal ITS sequences is unknown but may be widespread. We, therefore, advocate for the routine use of sliding window quality trimming as a best practice in ITS2 metabarcoding analysis. IMPORTANCE Metabarcode sequencing produces DNA abundance profiles that are presumed to reflect the actual microbial composition of their corresponding input samples. However, this assumption is not always tested, and taxon-specific biases are often not apparent, especially for low-abundance taxa in complex communities. Here, we identified internal transcribed spacer region 2 (ITS2) read quality aberrations that caused dramatic reductions in the relative abundances of specific taxa in multiple data sets characterizing ant fungus gardens. Such taxon-specific biases in read quality may be widespread in other environments and for other fungal taxa, thereby causing incorrect descriptions of these mycobiomes.
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Affiliation(s)
- Kathleen E Kyle
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Jonathan L Klassen
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
- Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
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7
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Wang C, Yang Y, Xu X, Wang D, Shi X, Liu L, Deng Y, Li L, Zhang T. The quest for environmental analytical microbiology: absolute quantitative microbiome using cellular internal standards. MICROBIOME 2025; 13:26. [PMID: 39871306 PMCID: PMC11773863 DOI: 10.1186/s40168-024-02009-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 12/17/2024] [Indexed: 01/29/2025]
Abstract
BACKGROUND High-throughput sequencing has revolutionized environmental microbiome research, providing both quantitative and qualitative insights into nucleic acid targets in the environment. The resulting microbial composition (community structure) data are essential for environmental analytical microbiology, enabling characterization of community dynamics and assessing microbial pollutants for the development of intervention strategies. However, the relative abundances derived from sequencing impede comparisons across samples and studies. RESULTS This review systematically summarizes various absolute quantification (AQ) methods and their applications to obtain the absolute abundance of microbial cells and genetic elements. By critically comparing the strengths and limitations of AQ methods, we advocate the use of cellular internal standard-based high-throughput sequencing as an appropriate AQ approach for studying environmental microbiome originated from samples of complex matrices and high heterogeneity. To minimize ambiguity and facilitate cross-study comparisons, we outline essential reporting elements for technical considerations, and provide a checklist as a reference for environmental microbiome research. CONCLUSIONS In summary, we propose absolute microbiome quantification using cellular internal standards for environmental analytical microbiology, and we anticipate that this approach will greatly benefit future studies. Video Abstract.
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Affiliation(s)
- Chunxiao Wang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Yu Yang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Xiaoqing Xu
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Dou Wang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Xianghui Shi
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Lei Liu
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
| | - Yu Deng
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
- Division of Applied Oral Sciences & Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China
| | - Liguan Li
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China
- Department of Science and Environmental Studies, The Education University of Hong Kong, 10 Lo Ping Road, Tai Po, New Territories, Hong Kong, China
| | - Tong Zhang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Pok Fu Lam, Hong Kong, China.
- School of Public Health, The University of Hong Kong, Hong Kong, China.
- Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Macau, China.
- State Key Laboratory of Marine Pollution, City University of Hong Kong, Hong Kong, China.
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8
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Wang W, Yang K, Li L, Han Y. Aerosol particles released from grit chambers of nine urban wastewater treatment plants in typical regions: Fugitive characteristics, quantitative drivers, and generation process. WATER RESEARCH 2025; 274:123162. [PMID: 39854778 DOI: 10.1016/j.watres.2025.123162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 12/23/2024] [Accepted: 01/17/2025] [Indexed: 01/26/2025]
Abstract
The flow through the grit chamber is non-biochemically treated wastewater, which contains microorganisms mainly from the source of wastewater generation. There are limited reports on aerosol particles generated by grit chambers compared with those produced by biochemical treatment tanks. This study analyzed the fugitive characteristics of aerosol particles produced in grit chambers at nine wastewater treatment plants in three regions of China. There were 160.41-432.13 μg/m3 of total particles and 455 ± 34-2181 ± 221 CFU/m3 of bacteria in aerosol particles. The chemicals in aerosol particles contained 7.35-53.70 μg/m3 of total organic carbon and 36.10-227.94 μg/m3 of water-soluble inorganic ions. The aerated grit chambers produced significantly more aerosol particles than the vortex-type grit chambers. Indoor treatment facilities were more prone to aerosol particle accumulation than outdoor facilities. The microorganisms in wastewater were the main contributing source of dominant microorganisms in aerosol particles, with a degree of explanation of 73.33 % ± 35.56 %. Mantel analysis and the partial least squares path modeling determined that the components and biodiversity of wastewater were direct determinants of aerosol emission levels and biodiversity, respectively. Geographic regions contributed to the differences in aerosol particles, primarily indirectly by affecting the components of wastewater. The bubble bursting trajectory simulation experiment simulated the bioaerosol generation process in aerated grit chambers and predicted droplet behaviours. A higher number of small film droplets corresponded to a higher concentration of bioaerosols. Arcobacter, Aeromonas, Acinetobacter, and Flavobacterium were the major pathogenic genera in aerosol particles produced by grit chambers. The annual probability of infection and the disease burden of these pathogenic bacteria cannot be ignored. This study provides a scientific basis for further understanding of aerosol particle generation and potential hazards in grit chambers of wastewater treatment plants.
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Affiliation(s)
- Wenwen Wang
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco- Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Kaixiong Yang
- China Construction Advanced Technology Research Institute, China Construction Third Engineering Bureau Group Co., Ltd., Wuhan 430075, China.
| | - Lin Li
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco- Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Yunping Han
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco- Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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9
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Ramond P, Galand PE, Logares R. Microbial functional diversity and redundancy: moving forward. FEMS Microbiol Rev 2025; 49:fuae031. [PMID: 39689915 PMCID: PMC11756291 DOI: 10.1093/femsre/fuae031] [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: 06/27/2024] [Revised: 12/12/2024] [Accepted: 12/16/2024] [Indexed: 12/19/2024] Open
Abstract
Microbial functional ecology is expanding as we can now measure the traits of wild microbes that affect ecosystem functioning. Here, we review techniques and advances that could be the bedrock for a unified framework to study microbial functions. These include our newfound access to environmental microbial genomes, collections of microbial traits, but also our ability to study microbes' distribution and expression. We then explore the technical, ecological, and evolutionary processes that could explain environmental patterns of microbial functional diversity and redundancy. Next, we suggest reconciling microbiology with biodiversity-ecosystem functioning studies by experimentally testing the significance of microbial functional diversity and redundancy for the efficiency, resistance, and resilience of ecosystem processes. Such advances will aid in identifying state shifts and tipping points in microbiomes, enhancing our understanding of how and where will microbes guide Earth's biomes in the context of a changing planet.
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Affiliation(s)
- Pierre Ramond
- Institute of Marine Sciences (ICM-CSIC), Department of Marine Biology and Oceanography, CSIC, Barcelona, Catalunya, 08003, Spain
| | - Pierre E Galand
- Sorbonne Universités, CNRS, Laboratoire d'Ecogéochimie des Environnements Benthiques (LECOB), Observatoire Océanologique de Banyuls, Banyuls sur Mer, 66650, France
| | - Ramiro Logares
- Institute of Marine Sciences (ICM-CSIC), Department of Marine Biology and Oceanography, CSIC, Barcelona, Catalunya, 08003, Spain
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10
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Du X, Zhao J, Wu L, Ding S. Effects of Different Preservation Methods on the Structure and Diversity of Intestinal Microbiota of Marine Fishes. Curr Microbiol 2025; 82:81. [PMID: 39804371 DOI: 10.1007/s00284-025-04060-0] [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: 08/19/2024] [Accepted: 01/02/2025] [Indexed: 01/31/2025]
Abstract
The fish intestine is a complex ecosystem where microbial communities are dynamic and influenced by various factors. Preservation conditions during field collection can introduce biases affecting the microbiota amplified during sequencing. Therefore, establishing effective, standardized methods for sampling fish intestinal microbiota is crucial. This study used hybrid groupers (Epinephelus fuscoguttatus ♀ × E. lanceolatus ♂) to examine the effects of six preservation methods: dry ice (1 day), dry ice (1 day) followed by - 80 °C storage (5 days), liquid nitrogen (1 day), liquid nitrogen (1 day) with subsequent - 80 °C storage (5 days), refrigeration at 4 °C (3 days), and freezing at - 20 °C (3 days), with fresh samples as controls. High-throughput 16S rRNA sequencing assessed microbial diversity, community structure, dominant species, and OTU abundance across treatments. Results indicated that dry ice and liquid nitrogen methods, especially with - 80 °C storage, had minimal impact on microbial diversity and structure. Compared to other preservation methods, refrigeration at 4 °C and freezing at - 20 °C may result in suboptimal reproducibility and altered community structure, particularly affecting rare microbial taxa. This study underscores the need for standardized preservation techniques to ensure accurate fish intestinal microbiota analysis and provides a foundation for future research.
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Affiliation(s)
- Xueqing Du
- College of Ocean and Earth Sciences, Xiamen University, Fujian, 361005, China
| | - Jing Zhao
- College of Ocean and Earth Sciences, Xiamen University, Fujian, 361005, China
| | - Lisheng Wu
- College of Ocean and Earth Sciences, Xiamen University, Fujian, 361005, China
| | - Shaoxiong Ding
- College of Ocean and Earth Sciences, Xiamen University, Fujian, 361005, China.
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11
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Nishijima S, Stankevic E, Aasmets O, Schmidt TSB, Nagata N, Keller MI, Ferretti P, Juel HB, Fullam A, Robbani SM, Schudoma C, Hansen JK, Holm LA, Israelsen M, Schierwagen R, Torp N, Telzerow A, Hercog R, Kandels S, Hazenbrink DHM, Arumugam M, Bendtsen F, Brøns C, Fonvig CE, Holm JC, Nielsen T, Pedersen JS, Thiele MS, Trebicka J, Org E, Krag A, Hansen T, Kuhn M, Bork P. Fecal microbial load is a major determinant of gut microbiome variation and a confounder for disease associations. Cell 2025; 188:222-236.e15. [PMID: 39541968 DOI: 10.1016/j.cell.2024.10.022] [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: 03/08/2024] [Revised: 07/12/2024] [Accepted: 10/14/2024] [Indexed: 11/17/2024]
Abstract
The microbiota in individual habitats differ in both relative composition and absolute abundance. While sequencing approaches determine the relative abundances of taxa and genes, they do not provide information on their absolute abundances. Here, we developed a machine-learning approach to predict fecal microbial loads (microbial cells per gram) solely from relative abundance data. Applying our prediction model to a large-scale metagenomic dataset (n = 34,539), we demonstrated that microbial load is the major determinant of gut microbiome variation and is associated with numerous host factors, including age, diet, and medication. We further found that for several diseases, changes in microbial load, rather than the disease condition itself, more strongly explained alterations in patients' gut microbiome. Adjusting for this effect substantially reduced the statistical significance of the majority of disease-associated species. Our analysis reveals that the fecal microbial load is a major confounder in microbiome studies, highlighting its importance for understanding microbiome variation in health and disease.
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Affiliation(s)
- Suguru Nishijima
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Evelina Stankevic
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Oliver Aasmets
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Thomas S B Schmidt
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Naoyoshi Nagata
- Department of Gastroenterological Endoscopy, Tokyo Medical University, Tokyo, Japan
| | - Marisa Isabell Keller
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Pamela Ferretti
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Helene Bæk Juel
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Anthony Fullam
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | | | - Christian Schudoma
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Johanne Kragh Hansen
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Louise Aas Holm
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark; The Children's Obesity Clinic, Department of Pediatrics, Copenhagen University Hospital Holbæk, Holbæk, Denmark
| | - Mads Israelsen
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Robert Schierwagen
- Department of Internal Medicine B, University of Münster, Münster, Germany
| | - Nikolaj Torp
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Anja Telzerow
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Rajna Hercog
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Stefanie Kandels
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Diënty H M Hazenbrink
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Manimozhiyan Arumugam
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Flemming Bendtsen
- Gastrounit, Medical Division, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Charlotte Brøns
- Clinical Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Cilius Esmann Fonvig
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark; The Children's Obesity Clinic, Department of Pediatrics, Copenhagen University Hospital Holbæk, Holbæk, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jens-Christian Holm
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark; The Children's Obesity Clinic, Department of Pediatrics, Copenhagen University Hospital Holbæk, Holbæk, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Trine Nielsen
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Medical department, University Hospital Zeeland, Køge, Denmark
| | - Julie Steen Pedersen
- Gastrounit, Medical Division, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Maja Sofie Thiele
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Jonel Trebicka
- Department of Internal Medicine B, University of Münster, Münster, Germany; European Foundation for the Study of Chronic Liver Failure, EFCLIF, Barcelona, Spain
| | - Elin Org
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Aleksander Krag
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark; Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Michael Kuhn
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
| | - Peer Bork
- Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany; Max Delbrück Centre for Molecular Medicine, Berlin, Germany; Department of Bioinformatics, Biocenter, University of Würzburg, Würzburg, Germany.
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12
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Lederer AK, Görrissen N, Nguyen TT, Kreutz C, Rasel H, Bartsch F, Lang H, Endres K. Exploring the effects of gut microbiota on cholangiocarcinoma progression by patient-derived organoids. J Transl Med 2025; 23:34. [PMID: 39789543 PMCID: PMC11716211 DOI: 10.1186/s12967-024-06012-x] [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: 08/21/2024] [Accepted: 12/19/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND Recent research indicates a role of gut microbiota in development and progression of life-threatening diseases such as cancer. Carcinomas of the biliary ducts, the so-called cholangiocarcinomas, are known for their aggressive tumor biology, implying poor prognosis of affected patients. An impact of the gut microbiota on cholangiocarcinoma development and progression is plausible due to the enterohepatic circulation and is therefore the subject of scientific debate, however evidence is still lacking. This review aimed to discuss the suitability of complex cell culture models to investigate the role of gut microbiota in cholangiocarcinoma progression. MAIN BODY Clinical research in this area is challenging due to poor comparability of patients and feasibility reasons, which is why translational models are needed to understand the basis of tumor progression in cholangiocarcinoma. A promising approach to investigate the influence of gut microbiota could be an organoid model. Organoids are 3D cell models cultivated in a modifiable and controlled condition, which can be grown from tumor tissue. 3D cell models are able to imitate physiological and pathological processes in the human body and thus contribute to a better understanding of health and disease. CONCLUSION The use of complex cell cultures such as organoids and organoid co-cultures might be powerful and valuable tools to study not only the growth behavior and growth of cholangiocarcinoma cells, but also the interaction with the tumor microenvironment and with components of the gut microbiota.
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Affiliation(s)
- Ann-Kathrin Lederer
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany.
- Center for Complementary Medicine, Department of Medicine II, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, 79106, Freiburg, Germany.
| | - Nele Görrissen
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Tinh Thi Nguyen
- Department of Psychiatry and Psychotherapy, University Medical Center Mainz, 55131, Mainz, Germany
- Institute of Molecular Biology (IMB), 55128, Mainz, Germany
| | - Clemens Kreutz
- Institute of Medical Biometry and Statistics (IMBI), Faculty of Medicine and Medical Center, 79106, Freiburg, Germany
| | - Hannah Rasel
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Fabian Bartsch
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Hauke Lang
- Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, 55131, Mainz, Germany
| | - Kristina Endres
- Department of Psychiatry and Psychotherapy, University Medical Center Mainz, 55131, Mainz, Germany
- Faculty of Computer Sciences and Microsystems Technology, University of Applied Sciences Kaiserslautern, 66482, Zweibrücken, Germany
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13
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Maurin A, Durand AA, Guertin C, Constant P. How many do we need? Meeting the challenges of studying the microbiome of a cryptic insect in an orchard. Front Microbiol 2025; 15:1490681. [PMID: 39834370 PMCID: PMC11743375 DOI: 10.3389/fmicb.2024.1490681] [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: 09/03/2024] [Accepted: 12/13/2024] [Indexed: 01/22/2025] Open
Abstract
The minimal sampling effort required to report the microbiome composition of insect surveyed in natural environment is often based on empirical or logistical constraints. This question was addressed with the white pine cone beetle, Conophthorus coniperda (Schwarz), a devastating insect pest of seed orchards. It attacks and stop the growth of the cones within which it will spend its life, on the ground. To survive, the bark beetle probably interacts with microorganisms involved in alimentation, cold adaptation, and dormancy stage. Deciphering the drivers and benefits of these microorganisms in an orchard first requires methodological development addressing variability of the white pine cone beetle microbiome. The number of insect guts integrated in composite samples prior to DNA extraction and the number of surveyed trees are two features expected to induce variability in recovered microbiome profiles. These two levels of heterogeneity were examined in an orchard experimental area where 12 white pine trees were sampled and 15 cones from each tree were grouped together. For each tree, 2, 3 and 4 insects were selected, their intestinal tract dissected, and the microbiome sequenced. The number of insects caused no significant incidence on the coverage of bacterial and fungal communities' composition and diversity (p > 0.8). There was more variability among the different trees. A sampling effort including up to 33 trees in an area of 1.1 ha is expected to capture 98% of the microbial diversity in the experimental area. Spatial variability has important implications for future investigations of cryptic insect microbiome.
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Affiliation(s)
| | | | | | - Philippe Constant
- Centre Armand Frappier Sante Biotechnologie, Institut National de la Recherche Scientifique, Laval, QC, Canada
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14
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Lenka J, González-Tortuero E, Kuba S, Ferry N. Bacterial community profiling and identification of bacteria with lignin-degrading potential in different gut segments of African palm weevil larvae ( Rhynchophorus phoenicis). Front Microbiol 2025; 15:1401965. [PMID: 39831119 PMCID: PMC11739302 DOI: 10.3389/fmicb.2024.1401965] [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: 04/18/2024] [Accepted: 11/12/2024] [Indexed: 01/22/2025] Open
Abstract
The microbiota within the guts of insects plays beneficial roles for their hosts, such as facilitating digestion and extracting energy from their diet. The African palm weevil (APW) lives within and feeds on the high lignin-containing trunk of palm trees; therefore, their guts could harbour a large community of lignin-degrading microbes. In this study, we aimed to explore the bacterial community within the gut of the APW larvae, specifically with respect to the potential for lignin degradation in various gut segments as a first step to determining the viability of mining bacterial lignin-degrading enzymes for the bioconversion of lignocellulosic biomass to biofuels and biomaterials. Bacterial metagenomic DNA was extracted from the foregut, midgut, and hindgut of larvae of the APW, and the V3-V4 hypervariable region of the 16S rRNA gene was sequenced using the Illumina MiSeq platform. The generated data were analysed and taxonomically classified to identify the different bacterial phylotypes within the gut community cumulatively and per gut segment. We then determined the presence, diversity, and abundance of bacteria associated with lignin degradation within each larval gut compartment as a basis for suggesting the gut segment(s) where lignin degradation occurs the most. All sequences were classified and belonged to the bacterial kingdom. Firmicutes (54.3%) and Proteobacteria (42.5%) were the most dominant phyla within the gut, followed distantly by Bacteroidota (1.7%) and Actinobacteriota (1.4%). Enterococcus, Levilactobacillus, Lactococcus, Shimwellia, Megasphaera, Klebsiella, Pectinatus, Salmonella, Lelliotia, and Enterobacter constituted the most abundant genera found across all gut segments. The foregut and midgut had many similar genera, whilst the hindgut appeared unique. Overall, 29.5% of total gut bacteria comprising 21 genera were lignin degraders found predominantly in the Firmicutes and Proteobacteria phyla (56.8 and 39.5%, respectively), then moderately in Actinobacteriota (2.5%) and Bacteroidota (1.1%). The most abundant ligninolytic genera were Levilactobacillus (46.4%), Klebsiella (22.9%), Enterobacter (10.7%), Lactiplantibacillus (5.9%), Citrobacter (2.2%), Corynebacterium (1.8%), Paucilactobacillus (1.8%), Serratia (1.5%), Bacteroides (1.1%), and Leucobacter (1.0%) found in different amounts in different gut compartments. The foregut had the most diverse and highest abundance of lignin-degrading phylotypes, and we present reasons that point to the foregut as the main location for the depolymerization of lignin in the APW larval gut.
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Affiliation(s)
- Jessica Lenka
- School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom
- School of Life Sciences, Faculty of Natural Sciences, Keele University, Staffordshire, United Kingdom
| | - Enrique González-Tortuero
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
| | - Shweta Kuba
- School of Health and Life Sciences, Teesside University, Middlesborough, United Kingdom
| | - Natalie Ferry
- School of Science, Engineering and Environment, University of Salford, Salford, United Kingdom
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15
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Duan D, Wang M, Han J, Li M, Wang Z, Zhou S, Xin W, Li X. Advances in multi-omics integrated analysis methods based on the gut microbiome and their applications. Front Microbiol 2025; 15:1509117. [PMID: 39831120 PMCID: PMC11739165 DOI: 10.3389/fmicb.2024.1509117] [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: 10/10/2024] [Accepted: 12/13/2024] [Indexed: 01/22/2025] Open
Abstract
The gut microbiota actually shares the host's physical space and affects the host's physiological functions and health indicators through a complex network of interactions with the host. However, its role as a determinant of host health and disease is often underestimated. With the emergence of new technologies including next-generation sequencing (NGS) and advanced techniques such as microbial community sequencing, people have begun to explore the interaction mechanisms between microorganisms and hosts at various omics levels such as genomics, transcriptomics, metabolomics, and proteomics. With the enrichment of multi-omics integrated analysis methods based on the microbiome, an increasing number of complex statistical analysis methods have also been proposed. In this review, we summarized the multi-omics research analysis methods currently used to study the interaction between the microbiome and the host. We analyzed the advantages and limitations of various methods and briefly introduced their application progress.
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Affiliation(s)
- Dongdong Duan
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Mingyu Wang
- College of Animal Sciences and Technology, Henan Agricultural University, Zhengzhou, China
| | - Jinyi Han
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Mengyu Li
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Zhenyu Wang
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Shenping Zhou
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Wenshui Xin
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
| | - Xinjian Li
- Sanya Institute, Hainan Academy of Agricultural, Sanya, China
- College of Animal Sciences and Technology, Henan Agricultural University, Zhengzhou, China
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16
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Misera A, Kaczmarczyk M, Łoniewski I, Liśkiewicz P, Podsiadło K, Misiak B, Skonieczna-Żydecka K, Samochowiec J. Comparative analysis of gut microbiota in major depressive disorder and schizophrenia during hospitalisation - the case-control, post hoc study. Psychoneuroendocrinology 2025; 171:107208. [PMID: 39426041 DOI: 10.1016/j.psyneuen.2024.107208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 08/14/2024] [Accepted: 10/01/2024] [Indexed: 10/21/2024]
Abstract
The aim of this study was to investigate the relationship between gut microbiota and major depressive disorder (MDD) and schizophrenia (SCZ) by comparing 36 inpatients with these conditions to 29 healthy controls (HC) matched for age, sex, and body mass index (BMI). Individuals with SCZ exhibited greater microbiota richness compared to HC (FDR P(Q)=0.028). Taxonomically, while no significant differences were observed between the microbiota of MDD and SCZ patients in a head-to-head comparison, both patient groups differed significantly when compared to HC. Interestingly, besides common patterns (such as a higher abundance of Erysipelotrichaceae UCG-003 and Streptococcus, and a lower abundance of Lachnospiraceae ND3007 group), unique patterns were exhibited only in MDD (with a higher abundance of Anaerostipes, Q=0.004) or SCZ (with a higher abundance of Sutterella, Q=0.001, and a lower abundance of Clostridium sensu stricto 1, Q=0.002). The Random Forest algorithm identified Ruminococcus torques group, Lachnospiraceae UCG-001, and Erysipelotrichaceae UCG-003 as highly discriminative features for both SCZ and MDD, while Suturella and Holdemania were unique features for SZC, and Lachnospiraceae genus CAG-56 and Anaerostipes for MDD. Additionally, between 50 % and 60 % of the differentially abundant taxa were found among the top 10 influential features in the RF models. In conclusion, while no significant differences were found between the microbiota of MDD and SCZ patients, distinct microbial patterns were found in each group when compared to HC. The study did not confirm universal microbial biomarkers reported in other studies but showed that the observed differences concern the bacteria associated with inflammation, the production of short chain fatty acids (SCFA), and the synthesis of metabolites linked to mental health (lactic acid, gamma-aminobutyric acid - GABA). The application of machine learning holds promise for further understanding the complex relationship between microbiota and these psychiatric disorders. The observed results should be treated with caution due to the limitations of this study (mainly sample size), therefore further researches under standardized environmental conditions with consistent analytical and bioinformatics approaches are warranted.
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Affiliation(s)
- Agata Misera
- Department of Psychiatry, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Mariusz Kaczmarczyk
- Sanprobi sp. z o. o. sp. k, Szczecin, Poland; Department of Biochemical Science, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Igor Łoniewski
- Sanprobi sp. z o. o. sp. k, Szczecin, Poland; Department of Biochemical Science, Pomeranian Medical University in Szczecin, Szczecin, Poland.
| | - Paweł Liśkiewicz
- Department of Psychiatry, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | | | - Błażej Misiak
- Department of Psychiatry, Wrocław Medical University, Wrocław, Poland
| | | | - Jerzy Samochowiec
- Department of Psychiatry, Pomeranian Medical University in Szczecin, Szczecin, Poland
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17
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Borgiani G, Possidente C, Fabbri C, Oliva V, Bloemendaal M, Arias Vasquez A, Dinan TG, Vieta E, Menchetti M, De Ronchi D, Serretti A, Fanelli G. The bidirectional interaction between antidepressants and the gut microbiota: are there implications for treatment response? Int Clin Psychopharmacol 2025; 40:3-26. [PMID: 39621492 PMCID: PMC11594561 DOI: 10.1097/yic.0000000000000533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 12/13/2023] [Indexed: 07/13/2024]
Abstract
This review synthesizes the evidence on associations between antidepressant use and gut microbiota composition and function, exploring the microbiota's possible role in modulating antidepressant treatment outcomes. Antidepressants exert an influence on measures of gut microbial diversity. The most consistently reported differences were in β-diversity between those exposed to antidepressants and those not exposed, with longitudinal studies supporting a potential causal association. Compositional alterations in antidepressant users include an increase in the Bacteroidetes phylum, Christensenellaceae family, and Bacteroides and Clostridium genera, while a decrease was found in the Firmicutes phylum, Ruminococcaceae family, and Ruminococcus genus. In addition, antidepressants attenuate gut microbial differences between depressed and healthy individuals, modulate microbial serotonin transport, and influence microbiota's metabolic functions. These include lyxose degradation, peptidoglycan maturation, membrane transport, and methylerythritol phosphate pathways, alongside gamma-aminobutyric acid metabolism. Importantly, baseline increased α-diversity and abundance of the Roseburia and Faecalibacterium genera, in the Firmicutes phylum, are associated with antidepressant response, emerging as promising biomarkers. This review highlights the potential for gut microbiota as a predictor of treatment response and emphasizes the need for further research to elucidate the mechanisms underlying antidepressant-microbiota interactions. More homogeneous studies and standardized techniques are required to confirm these initial findings.
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Affiliation(s)
- Gianluca Borgiani
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Chiara Possidente
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Institut de Neurociències, Universitat de Barcelona (UB)
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Chiara Fabbri
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Vincenzo Oliva
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Institut de Neurociències, Universitat de Barcelona (UB)
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Mirjam Bloemendaal
- Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department for Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt-Goethe University, Frankfurt, Germany
| | - Alejandro Arias Vasquez
- Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Ted G. Dinan
- APC Microbiome Ireland
- Department of Psychiatry and Neurobehavioral Science, University College Cork, Cork, Ireland
| | - Eduard Vieta
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Institut de Neurociències, Universitat de Barcelona (UB)
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Marco Menchetti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Diana De Ronchi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Department of Medicine and Surgery, Kore University of Enna, Italy
| | - Giuseppe Fanelli
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
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18
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Toppila‐Salmi S, Reitsma S, Hox V, Gane S, Eguiluz‐Gracia I, Shamji M, Maza‐Solano J, Jääskeläinen B, Väärä R, Escribese MM, Chaker A, Karavelia A, Rudenko M, Gevaert P, Klimek L. Endotyping in Chronic Rhinosinusitis-An EAACI Task Force Report. Allergy 2025; 80:132-147. [PMID: 39641584 PMCID: PMC11724251 DOI: 10.1111/all.16418] [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: 07/04/2024] [Revised: 11/12/2024] [Accepted: 11/18/2024] [Indexed: 12/07/2024]
Abstract
Chronic rhinosinusitis (CRS) is a clinical syndrome defined by typical sinonasal symptoms persisting for at least 12 weeks. CRS is divided into two distinct phenotypes, CRS with nasal polyps (CRSwNP) and without (CRSsNP). The aim of the review is to provide an update on the current knowledge in CRS endotypes. The prevailing hypothesis regarding the pathogenesis of CRS suggests that dysfunctional interactions between the host and environmental stressors at the mucosal surface drive the diverse inflammatory mechanisms. Genetic and epigenetic variations in the mucosal immune system are believed to play a significant role in the pathomechanisms of CRS. Various environmental agents (such as microbes and irritants) have been implicated in CRS. In a healthy state, the sinonasal mucosa acts as a barrier, modulating environmental stimulation and mounting appropriate immune responses against pathogens with minimal tissue damage. Different endotypes may exist based on the specific mechanistic pathways driving the chronic tissue inflammation of CRS. There is a need to understand endotypes in order to better predict, diagnose, and treat CRS. This literature review provides an update on the role of the endotypes in CRS and the limitations of endotyping CRS in clinical practice. Understanding of the pathogenesis and optimal management of CRS has progressed significantly in the last decades; however, there still are several unmet needs in endotype research.
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Affiliation(s)
- Sanna Toppila‐Salmi
- Department of OtorhinolaryngologyUniversity of Eastern FinlandKuopioFinland
- Department of OtorhinolaryngologyWellbeing Services County of Pohjois‐SavoKuopioFinland
- Inflammation Center, Department of AllergologyHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Sietze Reitsma
- Department of Otorhinolaryngology/Head‐Neck SurgeryAmsterdam University Medical Center, University of AmsterdamAmsterdamThe Netherlands
| | - Valérie Hox
- Department of Otorhinolaryngology, Head and Neck SurgeryCliniques Universitaires Saint‐LucBrusselsBelgium
| | - Simon Gane
- Royal National Ear, Nose and Throat and Eastman Dental HospitalUniversity College London Hospitals NHS TrustLondonUK
| | - Ibon Eguiluz‐Gracia
- Allergy UnitHospital Regional Universitario de Malaga. IBIMA‐Plataforma BIONAND. RICORS Enfermedades InflamatoriasMalagaSpain
| | - Mohamed Shamji
- National Heart and Lung InstituteImperial College LondonLondonUK
| | - Juan Maza‐Solano
- Rhinology and Skull Base Unit, Department of OtolaryngologyUniversity Hospital Virgen MacarenaSevilleSpain
- Department of SurgeryUniversity of SevilleSevilleSpain
| | | | - Risto Väärä
- Department of OtorhinolaryngologyUniversity of Eastern FinlandKuopioFinland
| | - Maria M. Escribese
- Institute of Applied Molecular Medicine Instituto de Medicina Molecular Aplicada Nemesio Díez (IMMA), Department of Basic Medical Sciences, Facultad de MedicinaUniversidad San Pablo‐CEU, CEU UniversitiesMadridSpain
| | - Adam Chaker
- Department of Otorhinolaryngology and Center for Allergy and EnvironmentTechnische Universität MünchenMünchenGermany
| | - Aspasia Karavelia
- Department of OtorhinolaryngologyGeneral Hospital of NafplioNafplioGreece
| | | | - Philippe Gevaert
- Upper Airways Research Laboratory, Department of Head and SkinGhent UniversityGhentBelgium
| | - Ludger Klimek
- Center for Rhinology and AllergologyWiesbadenGermany
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19
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Yang L, Wang Q, He L, Sun X. The critical role of tumor microbiome in cancer immunotherapy. Cancer Biol Ther 2024; 25:2301801. [PMID: 38241173 PMCID: PMC10802201 DOI: 10.1080/15384047.2024.2301801] [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: 10/24/2023] [Accepted: 01/01/2024] [Indexed: 01/21/2024] Open
Abstract
In recent years, the microbiome has shown an integral role in cancer immunotherapy and has become a prominent and widely studied topic. A full understanding of the interactions between the tumor microbiome and various immunotherapies offers opportunities for immunotherapy of cancer. This review scrutinizes the composition of the tumor microbiome, the mechanism of microbial immune regulation, the influence of tumor microorganisms on tumor metastasis, and the interaction between tumor microorganisms and immunotherapy. In addition, this review also summarizes the challenges and opportunities of immunotherapy through tumor microbes, as well as the prospects and directions for future related research. In conclusion, the potential of microbial immunotherapy to enhance treatment outcomes for cancer patients should not be underestimated. Through this review, it is hoped that more research on tumor microbial immunotherapy will be done to better solve the treatment problems of cancer patients.
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Affiliation(s)
- Liu Yang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Qi Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Lijuan He
- Department of Health Management Center, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Xingyu Sun
- Department of Gynecology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
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20
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Zhou S, Yan Y, Chu R, Chen N, Wang L, Zhang H, Wang Y, Wang M, Na L, Ren H, Chen M, Li PKT, Tian N. Probiotic treatment induces changes in intestinal microbiota but does not alter SCFA levels in peritoneal dialysis patients-a randomized, placebo-controlled trial. Sci Rep 2024; 14:31413. [PMID: 39732948 DOI: 10.1038/s41598-024-83056-5] [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: 03/10/2024] [Accepted: 12/11/2024] [Indexed: 12/30/2024] Open
Abstract
The gut microbiota alterations interact with the pathogenesis and progression of chronic kidney disease (CKD). Probiotics have received wide attention as a potential management in CKD. We investigated the effects of Lactobacillus paracasei N1115 (LP N1115) on intestinal microbiota and related short-chain fatty acids (SCFAs) in end stage kidney disease patients on peritoneal dialysis (PD) in a single-center, prospective, randomized, double-blind, placebo-controlled study. The patients were randomly allocated into two groups. The intervention group (n = 38, PR group) was given the probiotics (two bags) containing fructooligosaccharide (FOS) (additive amount > 80%), maltosaccharin, and LP N1115 (additive amount > 3 × 1010 CFU/bag) every day whereas the control group (n = 19, PL group) received placebo (two bags) containing only pregelatinized starch and lactose, both for 12 weeks. In addition to collecting fecal samples for 16S rRNA gene high-throughput sequencing and SCFAs analysis, gastrointestinal (GI) symptoms were also assessed at baseline and after the intervention. Probiotics administration caused significant changes in the composition of gut microbiota, as indicated by increased abundance of beneficial bacteria (Firmicutes), decreased Bacteroidetes, and opportunistic pathogens (Fusobacterium, Bilophila) (p < 0.05). However, there was no significant difference in intestinal microbial diversity. SCFAs levels increased in PR group although the change was not statistically significant between the two groups (P > 0.05). In addition, probiotics administration could effectively reduce GI symptoms, particularly in dyspepsia and constipation (p < 0.05). Together, the results suggest that probiotics administration caused significant changes in the composition of gut microbiota and also could effectively reduce GI symptoms, particularly in dyspepsia and constipation in PD patients. Trial registration: This study was registered with the Chinese Clinical Trial Registry (Trial registration number: ChiCTR-INR-17011718; Date of the first registration: 21/06/2017).
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Affiliation(s)
- Shengnan Zhou
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Yinyin Yan
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
- The Second Affiliated Hospital of Xi'an Medical University, Xi'an, Shanxi, China
| | - Rui Chu
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Na Chen
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Li Wang
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Hongxia Zhang
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Yan Wang
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Mengting Wang
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Li Na
- BioBank of General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Hongyan Ren
- Shanghai Mobio Biomedical Technology Co. Ltd., Shanghai, 201100, China
| | - Menghua Chen
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Philip Kam-Tao Li
- Department of Medicine and Therapeutics, Carol and Richard Yu Peritoneal Dialysis Research Centre, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong, China.
| | - Na Tian
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, 750004, China.
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21
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Jeyaraman N, Jeyaraman M, Dhanpal P, Ramasubramanian S, Ragavanandam L, Muthu S, Santos GS, da Fonseca LF, Lana JF. Gut microbiome and orthopaedic health: Bridging the divide between digestion and bone integrity. World J Orthop 2024; 15:1135-1145. [DOI: 10.5312/wjo.v15.i12.1135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 10/12/2024] [Accepted: 11/13/2024] [Indexed: 12/17/2024] Open
Abstract
The gut microbiome, a complex ecosystem of microorganisms in the digestive tract, has emerged as a critical factor in human health, influencing metabolic, immune, and neurological functions. This review explores the connection between the gut microbiome and orthopedic health, examining how gut microbes impact bone density, joint integrity, and skeletal health. It highlights mechanisms linking gut dysbiosis to inflammation in conditions such as rheumatoid arthritis and osteoarthritis, suggesting microbiome modulation as a potential therapeutic strategy. Key findings include the microbiome’s role in bone metabolism through hormone regulation and production of short-chain fatty acids, crucial for mineral absorption. The review also considers the effects of diet, probiotics, and fecal microbiota transplantation on gut microbiome composition and their implications for orthopedic health. While promising, challenges in translating microbiome research into clinical practice persist, necessitating further exploration and ethical consideration of microbiome-based therapies. This interdisciplinary research aims to link digestive health with musculoskeletal integrity, offering new insights into the prevention and management of bone and joint diseases.
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Affiliation(s)
- Naveen Jeyaraman
- Department of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India
- Department of Orthopaedics, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
| | - Madhan Jeyaraman
- Department of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India
- Department of Orthopaedics, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - Priya Dhanpal
- Department of General Medicine, Government Medical College, Omandurar Government Estate, Chennai 600002, Tamil Nadu, India
| | - Swaminathan Ramasubramanian
- Department of General Medicine, Government Medical College, Omandurar Government Estate, Chennai 600002, Tamil Nadu, India
| | - Lavanya Ragavanandam
- Department of Pharmacology, Faculty of Medicine - Sri Lalithambigai Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600095, Tamil Nadu, India
| | - Sathish Muthu
- Department of Orthopaedics, Orthopaedic Research Group, Coimbatore 641045, Tamil Nadu, India
- Department of Orthopaedics, Government Medical College and Hospital, Karur 639004, Tamil Nadu, India
- Department of Biotechnology, Karpagam Academy of Higher Education, Coimbatore 641021, Tamil Nadu, India
| | - Gabriel Silva Santos
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - Lucas Furtado da Fonseca
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
| | - José Fábio Lana
- Department of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, São Paulo, Brazil
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22
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Gao F, Shen Y, Wu H, Laue HE, Lau FK, Gillet V, Lai Y, Shrubsole MJ, Prada D, Zhang W, Liu Z, Bellenger JP, Takser L, Baccarelli AA. Associations of Stool Metal Exposures with Childhood Gut Microbiome Multiomics Profiles in a Prospective Birth Cohort Study. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:22053-22063. [PMID: 39630952 DOI: 10.1021/acs.est.4c09642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
Metal exposures are closely related to childhood developmental health. However, their effects on the childhood gut microbiome, which also impacts health, are largely unexplored using microbiome multiomics including the metagenome and metatranscriptome. This study examined the associations of fecal profiles of metal/element exposures with gut microbiome species and active functional pathways in 8- to 12-year-old children (N = 116) participating in the GESTation and Environment (GESTE) cohort study. We analyzed 19 stool metal and element concentrations (B, Na, Mg, Al, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Mo, Cd, Ba, and Pb). Covariate-adjusted linear regression models identified several significant microbiome associations with continuous stool metal/element concentrations. For instance, Zn was positively associated with Turicibacter sanguinis (coef = 1.354, q-value = 0.039) and negatively associated with Eubacterium eligens (coef = -0.794, q-value = 0.044). Higher concentrations of Cd were associated with lower Eubacterium eligens (coef = -0.774, q-value = 0.045). Additionally, a total of 490 significant functional pathways such as biosynthesis and degradation/utilization/assimilation were identified, corresponding to different functions, including amino acid synthesis and carbohydrate degradation. Our results suggest links among metal exposures, pediatric gut microbiome multiomics, and potential health implications. Future work will further explore their relation to childhood health.
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Affiliation(s)
- Feng Gao
- Department of Environmental Health Sciences, Fielding School of Public Health, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California Los Angeles (UCLA), Los Angeles, California 90095, United States
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York 10032, United States
| | - Yike Shen
- Department of Earth and Environmental Sciences, University of Texas at Arlington, Arlington, Texas 76019, United States
| | - Haotian Wu
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York 10032, United States
| | - Hannah E Laue
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst School of Public Health and Health Sciences, Amherst, Massachusetts 01003, United States
| | - Fion K Lau
- Department of Neurobiology, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Virginie Gillet
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec J1H 5N4, Canada
| | - Yunjia Lai
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York 10032, United States
| | - Martha J Shrubsole
- Division of Epidemiology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, United States
| | - Diddier Prada
- Institute for Health Equity Research - IHER, Department of Population Health Science and Policy and the Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States
| | - Wei Zhang
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Zhonghua Liu
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York 10032, United States
| | | | - Larissa Takser
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec J1H 5N4, Canada
| | - Andrea A Baccarelli
- Office of the Dean, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
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23
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Yang X, Wang X, Zhang M, Shen Y, Teng Y, Li M, Pan H. Gut Mycobiota of Three Rhinopithecus Species Provide New Insights Into the Association Between Diet and Environment. Integr Zool 2024. [PMID: 39690132 DOI: 10.1111/1749-4877.12932] [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: 07/10/2024] [Revised: 09/25/2024] [Accepted: 10/30/2024] [Indexed: 12/19/2024]
Abstract
Gut mycobiota are part of the gut microbiome, typically derived from the host diet and living environment. In this study, we examined the gut mycobiota of three snub-nosed monkeys: Rhinopithecus roxellana, R. bieti, and R. strykeri using next-generation amplicon sequencing targeting the fungal internal transcribed spacer. The alpha diversity indexes of gut mycobiota in R. bieti were significantly higher than R. roxellana and R. strykeri, the beta diversity indicated that R. roxellana and R. bieti had more similar feeding habits. Core mycobiota demonstrated commonalities among the three species and potentially associated with feeding habits. Mycobiota displaying significant differences exhibited the respective characteristics of the host, likely associated with the hosts' living environment. Among them, animal and plant pathogenic fungi and lichen parasites are potential threats to the survival of snub-nosed monkeys for their pathogenicity to both monkeys and their food plants. Functionally, fungal trophic modes and functional guilds revealed a strong association between gut mycobiota and host diet. We found a higher abundance and more significant correlations with lichen parasitic fungi in R. strykeri than the other two species, indicating potential threats to their foods. Accordingly, this study revealed the basic structures of gut mycobiota of three wild Rhinopithecus species and highlighted the associations between gut mycobiota and their feeding habits and living environments. Furthermore, due to the close connection between fungi and the environment, animals could ingest fungi from their diet; thus, we speculate that gut mycobiota may serve a role in environmental monitoring for wildlife.
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Affiliation(s)
- Xuanyi Yang
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Xiaochen Wang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Mingyi Zhang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Ying Shen
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yang Teng
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Ming Li
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
| | - Huijuan Pan
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
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24
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Szajewska H, Scott KP, de Meij T, Forslund-Startceva SK, Knight R, Koren O, Little P, Johnston BC, Łukasik J, Suez J, Tancredi DJ, Sanders ME. Antibiotic-perturbed microbiota and the role of probiotics. Nat Rev Gastroenterol Hepatol 2024:10.1038/s41575-024-01023-x. [PMID: 39663462 DOI: 10.1038/s41575-024-01023-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/08/2024] [Indexed: 12/13/2024]
Abstract
The disruptive effect of antibiotics on the composition and function of the human microbiota is well established. However, the hypothesis that probiotics can help restore the antibiotic-disrupted microbiota has been advanced, with little consideration of the strength of evidence supporting it. Some clinical data suggest that probiotics can reduce antibiotic-related side effects, including Clostridioides difficile-associated diarrhoea, but there are no data that causally link these clinical effects to microbiota protection or recovery. Substantial challenges hinder attempts to address this hypothesis, including the absence of consensus on the composition of a 'normal' microbiota, non-standardized and evolving microbiome measurement methods, and substantial inter-individual microbiota variation. In this Review, we explore these complexities. First, we review the known benefits and risks of antibiotics, the effect of antibiotics on the human microbiota, the resilience and adaptability of the microbiota, and how microbiota restoration might be defined and measured. Subsequently, we explore the evidence for the efficacy of probiotics in preventing disruption or aiding microbiota recovery post-antibiotic treatment. Finally, we offer insights into the current state of research and suggest directions for future research.
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Affiliation(s)
- Hania Szajewska
- Department of Paediatrics, The Medical University of Warsaw, Warsaw, Poland
| | - Karen P Scott
- Rowett Institute, University of Aberdeen, Aberdeen, UK
| | - Tim de Meij
- Department of Paediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Academic Medical Centre, Amsterdam, The Netherlands
| | - Sofia K Forslund-Startceva
- Experimental and Clinical Research Center, a joint cooperation of Max Delbruck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbruck Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- DZHK (German Centre for Cardiovascular Research), Berlin, Germany
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, San Diego, CA, USA
- Department of Computer Science & Engineering, University of California San Diego, San Diego, CA, USA
- Shu Chien - Gene Lay Department of Bioengineering, University of California San Diego, San Diego, CA, USA
- Halıcıoğlu Data Science Institute, University of California San Diego, San Diego, CA, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, CA, USA
| | - Omry Koren
- Azrieli Faculty of Medicine, Bar Ilan University, Safed, Israel
| | - Paul Little
- Primary Care Research Centre, University of Southampton, Southampton, UK
| | - Bradley C Johnston
- Department of Nutrition, College of Agriculture and Life Sciences, Texas A&M University, College Station, TX, USA
- Department of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, USA
| | - Jan Łukasik
- Department of Paediatrics, The Medical University of Warsaw, Warsaw, Poland
| | - Jotham Suez
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Daniel J Tancredi
- Department of Pediatrics, School of Medicine, University of California Davis, Sacramento, CA, USA
| | - Mary Ellen Sanders
- International Scientific Association for Probiotics and Prebiotics, Consulting Scientific Advisor, Centennial, CO, USA.
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García G, Soto J, Netherland M, Hasan NA, Buchaca E, Martínez D, Carlin M, de Jesus Cano R. Evaluating the Effects of Sugar Shift ® Symbiotic on Microbiome Composition and LPS Regulation: A Double-Blind, Placebo-Controlled Study. Microorganisms 2024; 12:2525. [PMID: 39770729 PMCID: PMC11678924 DOI: 10.3390/microorganisms12122525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 12/04/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025] Open
Abstract
(1) Background: This study evaluated the effects of BiotiQuest® Sugar Shift®, a novel probiotic formulation, for its impact on gut microbiome composition and metabolic health in type 2 diabetes mellitus (T2D). T2D is characterized by chronic inflammation and gut microbiome imbalances, yet the therapeutic potential of targeted probiotics remains underexplored. (2) Methods: In a 12-week randomized, double-blind, placebo-controlled trial, 64 adults with T2D received either Sugar Shift or placebo capsules twice daily. Each dose provided 18 billion CFU of eight GRAS-certified bacterial strains and prebiotics. Clinical samples were analyzed for metabolic markers, and microbiome changes were assessed using 16S rRNA sequencing and metagenomics. (3) Results: Sugar Shift significantly reduced serum lipopolysaccharide (LPS) levels, improved insulin sensitivity (lower HOMA-IR scores), and increased short-chain fatty acid (SCFA)-producing genera, including Bifidobacterium, Faecalibacterium, Fusicatenibacter, and Roseburia. Pro-inflammatory taxa like Enterobacteriaceae decreased, with reduced LPS biosynthesis genes and increased SCFA production genes. The Lachnospiraceae:Enterobactericeae ratio emerged as a biomarker of reduced inflammation. (4) Conclusions: These findings demonstrate the potential of Sugar Shift to restore gut homeostasis, reduce inflammation, and improve metabolic health in T2D. Further studies are warranted to explore its long-term efficacy and broader application in metabolic disease management.
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Affiliation(s)
- Gissel García
- Pathology Department, Clinical Hospital “Hermanos Ameijeiras” (HHA), Calle San Lázaro No 701, Esq.a Belascoaín, Centro Habana, La Habana 10400, Cuba;
| | - Josanne Soto
- Clinical Laboratory Department, Clinical Hospital “Hermanos Ameijeiras” (HHA), Calle San Lázaro No 701, Esq.a Belascoaín, Centro Habana, La Habana 10400, Cuba;
| | | | - Nur A. Hasan
- EzBiome, 704 Quince Orchard Rd, Gaithersburg, MD 20878, USA (N.A.H.)
| | - Emilio Buchaca
- Internal Medicine Department, Clinical Hospital “Hermanos Ameijeiras” (HHA), Calle San Lázaro No 701, Esq.a Belascoaín, Centro Habana, La Habana 10400, Cuba;
| | - Duniesky Martínez
- Research and Development Department, Center for Genetic Engineering and Biotechnology of Sancti Spíritus (CIGBSS), Circunvalante Norte S/N, Olivos 3, Apartado Postal 83, Sancti Spíritus 60200, Cuba;
| | - Martha Carlin
- The BioCollective, LLC, 4800 Dahlia Street, G8, Denver, CO 80216, USA;
| | - Raúl de Jesus Cano
- Biological Sciences Department, California Polytechnic State University, San Luis Obispo, CA 93407, USA
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26
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Wang W, Zhao B, Zhang H, Jie Z, Hu C, Guo H, Wang P, Li Y, Zhu J, Mei H, Ye J. Research progress and application of bacterial traceability technology. Forensic Sci Int 2024; 365:112275. [PMID: 39489139 DOI: 10.1016/j.forsciint.2024.112275] [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: 05/06/2024] [Revised: 10/23/2024] [Accepted: 10/28/2024] [Indexed: 11/05/2024]
Abstract
Bacterial traceability refers to the use of a range of techniques to trace the origins and transmission pathways of bacteria. It is crucial in controlling the spread of diseases, analyzing bioterrorism incidents, and advancing microbial forensics. In recent years, the frequency and scope of bacterial outbreaks have continued to escalate, exerting significant impacts on global biosecurity, public health, and other areas. Consequently, it is required to process traceability of bacteria timely and accurately around the globe. The rapid development of biological and physicochemical traceability techniques provides convenience for tracing bacteria. These techniques not only surpass traditional methods in terms of sensitivity, traceability and throughput, but also find more extensive applications in elucidating bacterial growth mechanisms, transmission routes, and geographical origins. This paper systematically reviews the latest research progress and applications of technologies of bacterial traceability, highlighting key advancements and projecting future trends, with the intent of providing a valuable reference for researchers, facilitating further studies and innovations in this field.
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Affiliation(s)
- Wei Wang
- School of Criminal Investigation, People's Public Security University of China; Institute of Forensic Science, Ministry of Public Security, PR China; Department of public security of Shanxi Province, Shanxi 030001, China
| | - Bichun Zhao
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Radiation Medicine, Beijing 100850, China
| | - Hanyu Zhang
- School of Criminal Investigation, People's Public Security University of China; Institute of Forensic Science, Ministry of Public Security, PR China
| | - Zhaowei Jie
- School of Criminal Investigation, People's Public Security University of China; Institute of Forensic Science, Ministry of Public Security, PR China
| | - Can Hu
- Institute of Forensic Science, Ministry of Public Security, PR China
| | - Hongling Guo
- Institute of Forensic Science, Ministry of Public Security, PR China
| | - Ping Wang
- Institute of Forensic Science, Ministry of Public Security, PR China
| | - Yajun Li
- Institute of Forensic Science, Ministry of Public Security, PR China
| | - Jun Zhu
- Institute of Forensic Science, Ministry of Public Security, PR China.
| | - Hongcheng Mei
- Institute of Forensic Science, Ministry of Public Security, PR China.
| | - Jian Ye
- Institute of Forensic Science, Ministry of Public Security, PR China.
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Campbell S, Gerasimidis K, Milling S, Dicker AJ, Hansen R, Langley RJ. The lower airway microbiome in paediatric health and chronic disease. Paediatr Respir Rev 2024; 52:31-43. [PMID: 38538377 DOI: 10.1016/j.prrv.2024.02.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 02/13/2024] [Indexed: 12/16/2024]
Abstract
The advent of next generation sequencing has rapidly challenged the paediatric respiratory physician's understanding of lung microbiology and the role of the lung microbiome in host health and disease. In particular, the role of "microbial key players" in paediatric respiratory disease is yet to be fully explained. Accurate profiling of the lung microbiome in children is challenging since the ability to obtain lower airway samples coupled with processing "low-biomass specimens" are both technically difficult. Many studies provide conflicting results. Early microbiota-host relationships may be predictive of the development of chronic respiratory disease but attempts to correlate lower airway microbiota in premature infants and risk of developing bronchopulmonary dysplasia (BPD) have produced mixed results. There are differences in lung microbiota in asthma and cystic fibrosis (CF). The increased abundance of oral taxa in the lungs may (or may not) promote disease processes in asthma and CF. In CF, correlation between microbiota diversity and respiratory decline is commonly observed. When one considers other pathogens beyond the bacterial kingdom, the contribution and interplay of fungi and viruses within the lung microbiome further increase complexity. Similarly, the interaction between microbial communities in different body sites, such as the gut-lung axis, and the influence of environmental factors, including diet, make the co-existence of host and microbes ever more complicated. Future, multi-omics approaches may help uncover novel microbiome-based biomarkers and therapeutic targets in respiratory disease and explain how we can live in harmony with our microbial companions.
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Affiliation(s)
- S Campbell
- School of Medicine, Dentistry and Nursing, University of Glasgow
| | - K Gerasimidis
- School of Medicine, Dentistry and Nursing, University of Glasgow
| | - S Milling
- School of Infection & Immunity, University of Glasgow
| | - A J Dicker
- Division of Molecular and Clinical Medicine, School of Medicine, University of Dundee
| | - R Hansen
- Division of Molecular and Clinical Medicine, School of Medicine, University of Dundee
| | - R J Langley
- Department of Paediatric Respiratory & Sleep Medicine, Royal Hospital for Children, Glasgow; Department of Maternal and Child Health, School of Medicine, Dentistry and Nursing, University of Glasgow.
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Kurukulasooriya MRP, Tillekeratne LG, Wijayaratne WMDGB, Bodinayake CK, Dilshan UHBY, De Silva AD, Nicholson BP, Østbye T, Woods CW, Nagahawatte ADS. Prevalence and molecular epidemiology of methicillin-resistant Staphylococcus aureus in livestock farmers, livestock, and livestock products in southern Sri Lanka: A one health approach. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2024; 126:105693. [PMID: 39615665 DOI: 10.1016/j.meegid.2024.105693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 11/11/2024] [Accepted: 11/24/2024] [Indexed: 12/06/2024]
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) colonization can lead to subsequent severe infections. Unlike community and hospital-associated types, Livestock-associated MRSA (LA-MRSA) transmits to humans through direct contact with livestock and contaminated livestock products. This study aimed to investigate MRSA prevalence and molecular epidemiology in livestock farmers, livestock, and livestock products, including LA-MRSA presence and MRSA abundance in human and animal nasal microbiome, in southern Sri Lanka using a One Health approach. Nasal swabs from farmers and livestock on 50 farms (Nov 2020 - Dec 2021) and livestock products were collected. MRSA was isolated and confirmed using standard microbiological techniques. Staphylococcal chromosomal cassette mec typing, spa typing, and multilocus sequence typing were performed. Identified clones were compared with hospital isolates. Metagenomics analysis was performed on selected samples. MRSA prevalence was 24.0 % (12/50) in farms, 7.9 % (12/152) in farmers, 2.1 % (5/240) in livestock, and 1.9 % (3/157) in products. Of 372 S. aureus collected from clinical cultures, 59.4 % were MRSA. MRSA clones were identified in farm personnel (CC5/ST5/t002, CC1/ST1/t127, and ST45/CC45/t026), livestock (CC5/ST5/t002), and clinical cultures (CC5/ST5/t002 and CC5/ST6/t304), with ST45/CC45/t026 and CC5/ST6/t304 reported for the first time in Sri Lanka. LA-MRSA clones (ST389/ST9) were not detected. Animals had more diverse nasal microbiomes and lower MRSA abundance (<1.4 %) compared to humans (>82.3 %). MRSA colonization prevalence in southern Sri Lanka was relatively low. Two new clones and no LA-MRSA clones were identified. This study highlights the importance of continuing MRSA surveillance under the One Health framework to identify MRSA transmission between humans, animals, and the environment.
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Affiliation(s)
- M R P Kurukulasooriya
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka.
| | - L G Tillekeratne
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Duke Global Health Institute, Durham, NC, USA; Department of Medicine, Duke University, Durham, NC, USA; Department of Medicine, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
| | - W M D G B Wijayaratne
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Department of Microbiology, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
| | - C K Bodinayake
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Duke Global Health Institute, Durham, NC, USA; Department of Medicine, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
| | - U H B Y Dilshan
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
| | - A D De Silva
- Faculty of Medicine, General Sir John Kotelawala Defence University, Ratmalana, Sri Lanka
| | - B P Nicholson
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Institute for Medical Research, Durham, NC, USA
| | - T Østbye
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Duke Global Health Institute, Durham, NC, USA; Department of Family Medicine and Community Health, Duke University, Durham, NC, USA
| | - C W Woods
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Duke Global Health Institute, Durham, NC, USA; Department of Medicine, Duke University, Durham, NC, USA
| | - A De S Nagahawatte
- Duke-Ruhuna Collaborative Research Centre, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka; Duke Global Health Institute, Durham, NC, USA; Department of Microbiology, Faculty of Medicine, University of Ruhuna, Galle, Sri Lanka
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Becker LE, Cubeta MA. The contribution of beneficial wheat seed fungal communities beyond disease-causing fungi: Advancing heritable mycobiome-based plant breeding. ENVIRONMENTAL MICROBIOLOGY REPORTS 2024; 16:e70004. [PMID: 39529232 PMCID: PMC11554592 DOI: 10.1111/1758-2229.70004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 08/21/2024] [Indexed: 11/16/2024]
Abstract
Wheat (Triticum sp.) is a staple cereal crop, providing nearly a fifth of the world's protein and available calories. While fungi associated with wheat plants have been known for centuries, attention to fungi associated with wheat seeds has increased over the last hundred years. Initially, research focused on fungal taxa that cause seed-borne diseases. Seeds act as a physical link between generations and host specialized fungal communities that affect seed dormancy, germination, quality, and disease susceptibility. Interest in beneficial, non-disease-causing fungal taxa associated with seeds has grown since the discovery of Epichloë in fescue, leading to a search for beneficial fungal endophytes in cereal grains. Recent studies of the wheat seed mycobiome have shown that disease, seed development, and temporal variation significantly influence the composition and structure of these fungal communities. This research, primarily descriptive, aims to better understand the wheat seed mycobiome's function in relation to the plant host. A deeper understanding of the wheat seed mycobiome's functionality may offer potential for microbiome-assisted breeding.
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Affiliation(s)
- Lindsey E. Becker
- Department of Entomology and Plant Pathology, Center for Integrated Fungal ResearchNorth Carolina State UniversityRaleighNorth CarolinaUSA
| | - Marc A. Cubeta
- Department of Entomology and Plant Pathology, Center for Integrated Fungal ResearchNorth Carolina State UniversityRaleighNorth CarolinaUSA
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30
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Oh VKS, Li RW. Wise Roles and Future Visionary Endeavors of Current Emperor: Advancing Dynamic Methods for Longitudinal Microbiome Meta-Omics Data in Personalized and Precision Medicine. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2400458. [PMID: 39535493 DOI: 10.1002/advs.202400458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 09/16/2024] [Indexed: 11/16/2024]
Abstract
Understanding the etiological complexity of diseases requires identifying biomarkers longitudinally associated with specific phenotypes. Advanced sequencing tools generate dynamic microbiome data, providing insights into microbial community functions and their impact on health. This review aims to explore the current roles and future visionary endeavors of dynamic methods for integrating longitudinal microbiome multi-omics data in personalized and precision medicine. This work seeks to synthesize existing research, propose best practices, and highlight innovative techniques. The development and application of advanced dynamic methods, including the unified analytical frameworks and deep learning tools in artificial intelligence, are critically examined. Aggregating data on microbes, metabolites, genes, and other entities offers profound insights into the interactions among microorganisms, host physiology, and external stimuli. Despite progress, the absence of gold standards for validating analytical protocols and data resources of various longitudinal multi-omics studies remains a significant challenge. The interdependence of workflow steps critically affects overall outcomes. This work provides a comprehensive roadmap for best practices, addressing current challenges with advanced dynamic methods. The review underscores the biological effects of clinical, experimental, and analytical protocol settings on outcomes. Establishing consensus on dynamic microbiome inter-studies and advancing reliable analytical protocols are pivotal for the future of personalized and precision medicine.
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Affiliation(s)
- Vera-Khlara S Oh
- Big Biomedical Data Integration and Statistical Analysis (DIANA) Research Center, Department of Data Science, College of Natural Sciences, Jeju National University, Jeju City, Jeju Do, 63243, South Korea
| | - Robert W Li
- United States Department of Agriculture, Agricultural Research Service, Animal Genomics and Improvement Laboratory, Beltsville, MD, 20705, USA
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31
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Liu Z, Xu H, You W, Pan K, Li W. Helicobacter pylori eradication for primary prevention of gastric cancer: progresses and challenges. JOURNAL OF THE NATIONAL CANCER CENTER 2024; 4:299-310. [PMID: 39735441 PMCID: PMC11674435 DOI: 10.1016/j.jncc.2024.06.006] [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: 04/26/2024] [Revised: 06/20/2024] [Accepted: 06/27/2024] [Indexed: 12/31/2024] Open
Abstract
Gastric cancer remains a significant global health challenge, causing a substantial number of cancer-related deaths, particularly in China. While the exact causes of gastric cancer are still being investigated, Helicobacter pylori (H. pylori) infection has been identified as the primary risk factor, which triggers chronic inflammation and a multistage progression of gastric lesions that may lead to carcinogenesis over a long latency time. Since the 1990s, numerous efforts have focused on assessing the effectiveness of H. pylori eradication in preventing new cases of gastric cancer among both the general population and patients who have undergone early-stage cancer treatment. This body of work, including several community-based interventions and meta-analyses, has shown a reduction in both the incidence of and mortality from gastric cancer following H. pylori treatment, alongside a decreased risk of metachronous gastric cancer. In this review, we seek to consolidate current knowledge on the effects of H. pylori treatment on gastric cancer prevention, its systemic consequences, cost-effectiveness, and the influence of antibiotic resistance and host characteristics on treatment outcomes. We further discuss the potential for precision primary prevention of H. pylori treatment and comment on the efficient implementation of test-and-treat policies and allocation of health resources towards minimizing the burden of gastric cancer globally.
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Affiliation(s)
- Zongchao Liu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Cancer Epidemiology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Hengmin Xu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Cancer Epidemiology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Weicheng You
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Cancer Epidemiology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Kaifeng Pan
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Cancer Epidemiology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Wenqing Li
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Cancer Epidemiology, Peking University Cancer Hospital & Institute, Beijing, China
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Gu M, Zhang D, Li C, Ren Y, Song G, Chen L, Li S, Zheng X. In-depth metaproteomics analysis reveals the protein profile and metabolism characteristics in pork during refrigerated storage. Food Chem 2024; 459:140149. [PMID: 39002337 DOI: 10.1016/j.foodchem.2024.140149] [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: 01/16/2024] [Revised: 05/28/2024] [Accepted: 06/15/2024] [Indexed: 07/15/2024]
Abstract
Alterations in microbiotas and endogenous enzymes have been implicated in meat deterioration. However, the factors that mediate the interactions between meat quality and microbiome profile were inadequately investigated. In this study, we collected pork samples throughout the refrigeration period and employed metaproteomics to characterize both the pork and microbial proteins. Our findings demonstrated that pork proteins associated with the catabolic process are upregulated during storage compared to the initial stage. Pseudomonas, Clostridium, Goodfellowiella, and Gonapodya contribute to the spoilage process. Notably, we observed an elevated abundance of microbial proteins related to glycolytic enzymes in refrigerated pork, identifying numerous proteins linked to biogenic amine production, thus highlighting their essential role in microbial decay. Further, we reveal that many of these microbial proteins from Pseudomonas are ribosomal proteins, promoting enzyme synthesis by enhancing transcription and translation. This study provides intrinsic insights into the underlying mechanisms by which microorganisms contribute to meat spoilage.
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Affiliation(s)
- Minghui Gu
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Dequan Zhang
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Cheng Li
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Yuqing Ren
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Guangchun Song
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Li Chen
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Shaobo Li
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China
| | - Xiaochun Zheng
- Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Key Laboratory of Agro-products Quality and Safety Control in Storage and Transport Process, Ministry of Agriculture and Rural Affairs, Beijing 100193, China.
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Mallick R, Basak S, Das RK, Banerjee A, Paul S, Pathak S, Duttaroy AK. Roles of the gut microbiota in human neurodevelopment and adult brain disorders. Front Neurosci 2024; 18:1446700. [PMID: 39659882 PMCID: PMC11628544 DOI: 10.3389/fnins.2024.1446700] [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: 06/15/2024] [Accepted: 11/05/2024] [Indexed: 12/12/2024] Open
Abstract
Growing evidence demonstrates the connection between gut microbiota, neurodevelopment, and adult brain function. Microbial colonization occurs before the maturation of neural systems and its association with brain development. The early microbiome interactions with the gut-brain axis evolved to stimulate cognitive activities. Gut dysbiosis can lead to impaired brain development, growth, and function. Docosahexaenoic acid (DHA) is critically required for brain structure and function, modulates gut microbiota, and impacts brain activity. This review explores how gut microbiota influences early brain development and adult functions, encompassing the modulation of neurotransmitter activity, neuroinflammation, and blood-brain barrier integrity. In addition, it highlights processes of how the gut microbiome affects fetal neurodevelopment and discusses adult brain disorders.
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Affiliation(s)
- Rahul Mallick
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Sanjay Basak
- Molecular Biology Division, ICMR-National Institute of Nutrition, Indian Council of Medical Research, Hyderabad, India
| | - Ranjit K. Das
- Department of Health and Biomedical Sciences, University of Texas Rio Grande Valley, Brownsville, TX, United States
| | - Antara Banerjee
- Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Chennai, India
| | - Sujay Paul
- Tecnologico de Monterrey, School of Engineering and Sciences, Queretaro, Mexico
| | - Surajit Pathak
- Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Chennai, India
| | - Asim K. Duttaroy
- Department of Nutrition, Faculty of Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
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34
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Domingo-Bretón R, Moroni F, Toxqui-Rodríguez S, Belenguer Á, Piazzon MC, Pérez-Sánchez J, Naya-Català F. Moving Beyond Oxford Nanopore Standard Procedures: New Insights from Water and Multiple Fish Microbiomes. Int J Mol Sci 2024; 25:12603. [PMID: 39684314 DOI: 10.3390/ijms252312603] [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: 10/30/2024] [Revised: 11/20/2024] [Accepted: 11/21/2024] [Indexed: 12/18/2024] Open
Abstract
Oxford Nanopore Technology (ONT) allows for the rapid profiling of aquaculture microbiomes. However, not all the experimental and downstream methodological possibilities have been benchmarked. Here, we aimed to offer novel insights into the use of different library preparation methods (standard-RAP and native barcoding-LIG), primers (V3-V4, V1-V3, and V1-V9), and basecalling models (fast-FAST, high-HAC, and super-accuracy-SUP) implemented in ONT to elucidate the microbiota associated with the aquatic environment and farmed fish, including faeces, skin, and intestinal mucus. Microbial DNA from water and faeces samples could be amplified regardless of the library-primer strategy, but only with LIG and V1-V3/V1-V9 primers in the case of skin and intestine mucus. Low taxonomic assignment levels were favoured by the use of full-length V1-V9 primers, though in silico hybridisation revealed a lower number of potential matching sequences in the SILVA database, especially evident with the increase in Actinobacteriota in real datasets. SUP execution allowed for a higher median Phred quality (24) than FAST (11) and HAC (17), but its execution time (6-8 h) was higher in comparison to the other models (0.6-7 h). Altogether, we optimised the use of ONT for water- and fish-related microbial analyses, validating, for the first time, the use of the LIG strategy. We consider that LIG-V1-V9-HAC is the optimal time/cost-effective option to amplify the microbial DNA from environmental samples. However, the use of V1-V3 could help to maximise the dataset microbiome diversity, representing an alternative when long amplicon sequences become compromised by microbial DNA quality and/or high host DNA loads interfere with the PCR amplification/sequencing procedures, especially in the case of gut mucus.
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Affiliation(s)
- Ricardo Domingo-Bretón
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - Federico Moroni
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - Socorro Toxqui-Rodríguez
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
- Fish Pathology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - Álvaro Belenguer
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - M Carla Piazzon
- Fish Pathology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - Jaume Pérez-Sánchez
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
| | - Fernando Naya-Català
- Nutrigenomics and Fish Growth Endocrinology Group, Instituto de Acuicultura Torre de la Sal (IATS, CSIC), 12595 Ribera de Cabanes, Castellón, Spain
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Han J, Zhang H, Ning K. Techniques for learning and transferring knowledge for microbiome-based classification and prediction: review and assessment. Brief Bioinform 2024; 26:bbaf015. [PMID: 39820436 PMCID: PMC11737891 DOI: 10.1093/bib/bbaf015] [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: 10/08/2024] [Revised: 12/10/2024] [Accepted: 01/06/2025] [Indexed: 01/19/2025] Open
Abstract
The volume of microbiome data is growing at an exponential rate, and the current methodologies for big data mining are encountering substantial obstacles. Effectively managing and extracting valuable insights from these vast microbiome datasets has emerged as a significant challenge in the field of contemporary microbiome research. This comprehensive review delves into the utilization of foundation models and transfer learning techniques within the context of microbiome-based classification and prediction tasks, advocating for a transition away from traditional task-specific or scenario-specific models towards more adaptable, continuous learning models. The article underscores the practicality and benefits of initially constructing a robust foundation model, which can then be fine-tuned using transfer learning to tackle specific context tasks. In real-world scenarios, the application of transfer learning empowers models to leverage disease-related data from one geographical area and enhance diagnostic precision in different regions. This transition from relying on "good models" to embracing "adaptive models" resonates with the philosophy of "teaching a man to fish" thereby paving the way for advancements in personalized medicine and accurate diagnosis. Empirical research suggests that the integration of foundation models with transfer learning methodologies substantially boosts the performance of models when dealing with large-scale and diverse microbiome datasets, effectively mitigating the challenges posed by data heterogeneity.
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Affiliation(s)
- Jin Han
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center of AI Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Luoyu Road 1037, Wuhan 430074, Hubei, China
| | - Haohong Zhang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center of AI Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Luoyu Road 1037, Wuhan 430074, Hubei, China
| | - Kang Ning
- Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center of AI Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Luoyu Road 1037, Wuhan 430074, Hubei, China
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Wu J, Li M, Zhou C, Rong J, Zhang F, Wen Y, Qu J, Wu R, Miao Y, Niu J. Changes in amino acid concentrations and the gut microbiota composition are implicated in the mucosal healing of ulcerative colitis and can be used as noninvasive diagnostic biomarkers. Clin Proteomics 2024; 21:62. [PMID: 39574001 PMCID: PMC11580342 DOI: 10.1186/s12014-024-09513-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 11/13/2024] [Indexed: 11/25/2024] Open
Abstract
BACKGROUND Mucosal healing is the therapeutic target for ulcerative colitis (UC). While amino acids (AAs) and the gut microbiota are known to be involved in the pathogenesis of UC, their specific roles in mucosal healing have not been fully defined. OBJECTIVES To longitudinally assess the changes in AA concentrations and the gut microbiota composition in the context of mucosal healing in UC patients, with the aim of identifying new biomarkers with predictive value for mucosal healing in UC patients and providing a new theoretical basis for dietary therapy. METHODS A total of 15 UC patients with infliximab-induced mucosal healing were enrolled. Serum and fecal AA concentrations before and after mucosal healing were determined via targeted metabolomics. A receiver operating characteristic (ROC) curve was plotted to evaluate the value of different AAs in predicting mucosal healing in UC patients. The changes in the composition of the fecal gut microbiota were analyzed via metagenomics, and bioinformatics was used to analyze the functional genes and metabolic pathways associated with different bacterial species. Spearman correlation analyses of fecal AAs with significantly different concentrations and the differentially abundant bacterial species before and after mucosal healing were performed. RESULTS 1. The fecal concentrations of alanine, aspartic acid, glutamic acid, glutamine, glycine, isoleucine, leucine, lysine, methionine, phenylalanine, proline, serine, threonine, tryptophan, tyrosine and valine were significantly decreased after mucosal healing. The serum concentrations of alanine, cysteine and valine significantly increased, whereas that of aspartic acid significantly decreased. Glutamic acid, leucine, lysine, methionine and threonine could accurately predict mucosal healing in UC patients, and the area under the curve (AUC) was > 0.9. After combining the 5 amino acids, the AUC reached 0.96. 2. There were significant differences in the gut microbiota composition before and after mucosal healing in UC, characterized by an increase in the abundance of beneficial microbiota (Faecalibacterium prausnitzii and Bacteroides fragilis) and a decrease in the abundance of harmful microbiota (Enterococcus faecalis). LEfSe analysis identified 57 species that could predict mucosal healing, and the AUC was 0.7846. 3. Amino acid metabolic pathways were enriched in samples after mucosal healing, was associated with the abundance of multiple species, such as Faecalibacterium prausnitzi, Bacteroides fragilis, Bacteroides vulgatus and Alistipes putredinis. 4. The fecal concentrations of several AAs were negatively correlated with the abundance of a variety of beneficial strains, such as Bacteroides fragilis, uncultured Clostridium sp., Firmicutes bacterium CAG:103, Adlercreutzia equolifaciens, Coprococcus comes and positively correlated with the abundance of several harmful strains, such as Citrobacter freundii, Enterococcus faecalis, Klebsiella aerogenes, Salmonella enterica. CONCLUSION Altered concentrations of amino acids and their associations with the gut microbiota are implicated in the mucosal healing of UC patients and can serve as noninvasive diagnostic biomarkers.
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Affiliation(s)
- Jing Wu
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Maojuan Li
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Chan Zhou
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Jiamei Rong
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Fengrui Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Yunling Wen
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Jinghong Qu
- Kunming Medical University, Kunming, Yunnan, China
| | - Rui Wu
- Kunming Medical University, Kunming, Yunnan, China
| | - Yinglei Miao
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China.
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China.
| | - Junkun Niu
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Kunming, Yunnan, 650032, China.
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China.
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Ayyanar MP, Vijayan M. A review on gut microbiota and miRNA crosstalk: implications for Alzheimer's disease. GeroScience 2024:10.1007/s11357-024-01432-5. [PMID: 39562408 DOI: 10.1007/s11357-024-01432-5] [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: 09/23/2024] [Accepted: 11/07/2024] [Indexed: 11/21/2024] Open
Abstract
Alzheimer's disease (AD) is a neurodegenerative disorder characterized by cognitive decline and progressive neuronal damage. Recent research has highlighted the significant roles of the gut microbiota and microRNAs (miRNAs) in the pathogenesis of AD. This review explores the intricate interaction between gut microbiota and miRNAs, emphasizing their combined impact on Alzheimer's progression. First, we discuss the bidirectional communication within the gut-brain axis and how gut dysbiosis contributes to neuroinflammation and neurodegeneration in AD. Changes in gut microbiota composition in Alzheimer's patients have been linked to inflammation, which exacerbates disease progression. Next, we delve into the biology of miRNAs, focusing on their roles in gene regulation, neurodevelopment, and neurodegeneration. Dysregulated miRNAs are implicated in AD pathogenesis, influencing key processes like inflammation, tau pathology, and amyloid deposition. We then examine how the gut microbiota modulates miRNA expression, particularly in the brain, potentially altering neuroinflammatory responses and synaptic plasticity. The interplay between gut microbiota and miRNAs also affects blood-brain barrier integrity, further contributing to Alzheimer's pathology. Lastly, we explore therapeutic strategies targeting this gut microbiota-miRNA axis, including probiotics, prebiotics, and dietary interventions, aiming to modulate miRNA expression and improve AD outcomes. While promising, challenges remain in fully elucidating these interactions and translating them into effective therapies. This review highlights the importance of understanding the gut microbiota-miRNA relationship in AD, offering potential pathways for novel therapeutic approaches aimed at mitigating the disease's progression.
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Affiliation(s)
- Maruthu Pandian Ayyanar
- Department of Biology, The Gandhigram Rural Institute (Deemed to be University), Gandhigram, 624302, Tamil Nadu, India
| | - Murali Vijayan
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, 79430, USA.
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Teng Z, Li Q, Shen XF. Correlations of Nasal Microbiome with Allergic Rhinitis and Its Symptoms Severity in Children Progression. J Asthma Allergy 2024; 17:1187-1196. [PMID: 39575165 PMCID: PMC11578923 DOI: 10.2147/jaa.s489384] [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: 07/30/2024] [Accepted: 11/11/2024] [Indexed: 11/24/2024] Open
Abstract
Objective Human microbiome is involved in the pathogenesis of allergic diseases, but the impact of nasal microbiota on allergic rhinitis (AR) symptoms severity has not been evaluated. This study aimed to characterize nasal microbiome in AR children and its correlations with AR symptoms. Methods According to diagnostic guidelines for AR, 45 AR children and 40 healthy subjects were recruited from July to August in 2023. Based on the total score of nasal symptoms (TNSS), the 45 AR patients were divided into a mild AR group (MAR) (n = 16) and a moderate or severe AR group (MSAR) (n = 29). Nasal swabs were collected for microbiome analysis using 16S-rDNA sequencing. Results The Simpson and Shannon indices were significantly higher in the AR group compared to the health control group, indicating an increase of nasal microbiota at the species evenness level in AR children. Moreover, the species evenness was significantly increased in the MSAR group compared to the MAR group. Staphylococcus (member of the Firmicutes phylum) was significantly dominant in the AR group, but Moraxella (member of the Proteobacteria phylum) was significantly dominant in the CG group. The LEfSe analysis showed that the mean relative abundances of Ralstonia in the MSAR group was higher than that in the MAR group. Meanwhile, the abundance divided by Ralstonia of Spearman correlation coefficients was positively correlated with the TNSS of AR symptoms (r = 0.4, P = 0.009). Conclusion The elevation of species evenness in nasal microbiome was likely related to the aggravation of AR symptoms. The Ralstonia may play a pro-inflammatory role in AR.
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Affiliation(s)
- Zhipan Teng
- Department of Otorhinolaryngology, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, 210008, People’s Republic of China
| | - Qi Li
- Department of Otorhinolaryngology, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, 210008, People’s Republic of China
| | - Xiao-fei Shen
- Department of Otorhinolaryngology, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, 210008, People’s Republic of China
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Yang X, Hang HC. Chemical genetic approaches to dissect microbiota mechanisms in health and disease. Science 2024; 386:eado8548. [PMID: 39541443 DOI: 10.1126/science.ado8548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024]
Abstract
Advances in genomics, proteomics, and metabolomics have revealed associations between specific microbiota species in health and disease. However, the precise mechanism(s) of action for many microbiota species and molecules have not been fully elucidated, limiting the development of microbiota-based diagnostics and therapeutics. In this Review, we highlight innovative chemical and genetic approaches that are enabling the dissection of microbiota mechanisms and providing causation in health and disease. Although specific microbiota molecules and mechanisms have begun to emerge, new approaches are still needed to go beyond phenotypic associations and translate microbiota discoveries into actionable targets and therapeutic leads to prevent and treat diseases.
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Affiliation(s)
- Xinglin Yang
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA, USA
| | - Howard C Hang
- Department of Immunology and Microbiology, Scripps Research Institute, La Jolla, CA, USA
- Department of Chemistry, Scripps Research Institute, La Jolla, CA, USA
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He X, Zhang Y. Changes in gut flora in patients with epilepsy: a systematic review and meta-analysis. Front Microbiol 2024; 15:1480022. [PMID: 39611090 PMCID: PMC11602489 DOI: 10.3389/fmicb.2024.1480022] [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: 08/13/2024] [Accepted: 10/23/2024] [Indexed: 11/30/2024] Open
Abstract
Background Epilepsy is a prevalent chronic neurological disorder that is strongly associated with a wide range of psychological, cognitive and social problems. It affects a significant proportion of the global population and has a number of complex etiologies. A growing body of research indicates that there is a strong association between epilepsy and the gut microbiota. Indeed, a substantial body of research has investigated the potential role of epilepsy in relation to the gut microbiota, examining alterations in the abundance, diversity, and relative abundance of the gut microbiota in patients with epilepsy. Methods This study was conducted in accordance with the PRISMA guidelines and included multiple studies that met specific criteria. A keyword search was conducted in the following databases: PubMed, Embase, and Web of Science. The data extraction and quality assessment were conducted by two independent researchers. A systematic review and meta-analysis of the relationship between patients with epilepsy and gut flora was conducted using the R 4.3.4 software. Results The results of the analyses indicated that the intestinal flora of patients with epilepsy did not differ significantly in alpha diversity compared to healthy controls. However, the relative abundance of specific flora, such as Verrucomicrobia and Ackermannia was significantly increased in patients, whereas Lactobacillus was significantly decreased. Conclusion The relationship between epilepsy and gut flora is reciprocal. The present meta-analysis demonstrated that there were no statistically significant alterations in the overall characteristics of the intestinal flora of the patients. However, significant changes were observed in the relative abundance of certain phyla and genera. Consequently, it is hypothesized that epilepsy can cause changes in the relative abundance of specific flora in patients. Furthermore, in conjunction with previous studies, it is believed that changes in intestinal flora can also have an effect on seizures. For example, Lactobacillus may be a beneficial genus that potentially reduces seizures. Conversely, the effect of Akkermansia is two-sided.
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Affiliation(s)
- Xingyan He
- Department of Pediatrics, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, Guangdong, China
| | - Yuxin Zhang
- Department of Pediatrics, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
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Degregori S, Wang X, Kommala A, Schulhof N, Moradi S, MacDonald A, Eblen K, Jukovich S, Smith E, Kelleher E, Suzuki K, Hall Z, Knight R, Amato KR. Comparative gut microbiome research through the lens of ecology: theoretical considerations and best practices. Biol Rev Camb Philos Soc 2024. [PMID: 39530277 DOI: 10.1111/brv.13161] [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: 02/07/2024] [Revised: 10/20/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024]
Abstract
Comparative approaches in animal gut microbiome research have revealed patterns of phylosymbiosis, dietary and physiological convergences, and environment-host interactions. However, most large-scale comparative studies, especially those that are highly cited, have focused on mammals, and efforts to integrate comparative approaches with existing ecological frameworks are lacking. While mammals serve as useful model organisms, developing generalised principles of how animal gut microbiomes are shaped and how these microbiomes interact bidirectionally with host ecology and evolution requires a more complete sampling of the animal kingdom. Here, we provide an overview of what past comparative studies have taught us about the gut microbiome, and how community ecology theory may help resolve certain contradictions in comparative gut microbiome research. We explore whether certain hypotheses are supported across clades, and how the disproportionate focus on mammals has introduced potential bias into gut microbiome theory. We then introduce a methodological solution by which public gut microbiome data of understudied hosts can be compiled and analysed in a comparative context. Our aggregation and analysis of 179 studies shows that generating data sets with rich host diversity is possible with public data and that key gut microbes associated with mammals are widespread across the animal kingdom. We also show the effects that sample size and taxonomic rank have on comparative gut microbiome studies and that results of multivariate analyses can vary significantly with these two parameters. While challenges remain in developing a universal model of the animal gut microbiome, we show that existing ecological frameworks can help bring us one step closer to integrating the gut microbiome into animal ecology and evolution.
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Affiliation(s)
- Samuel Degregori
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Xiaolin Wang
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Akhil Kommala
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Noah Schulhof
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Sadaf Moradi
- Department of Ecology and Evolutionary Biology, University of California, 621 Young Drive South, Los Angeles, CA, 90095, USA
| | - Allison MacDonald
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Kaitlin Eblen
- Department of Ecology and Evolutionary Biology, University of California, 621 Young Drive South, Los Angeles, CA, 90095, USA
| | - Sophia Jukovich
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Emma Smith
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Emily Kelleher
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Kota Suzuki
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Zoey Hall
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Rob Knight
- Department of Pediatrics, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Katherine Ryan Amato
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
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Price E, Feyertag F, Evans T, Miskin J, Mitrophanous K, Dikicioglu D. What is the real value of omics data? Enhancing research outcomes and securing long-term data excellence. Nucleic Acids Res 2024; 52:12130-12140. [PMID: 39417504 PMCID: PMC11551742 DOI: 10.1093/nar/gkae901] [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: 06/07/2024] [Revised: 09/24/2024] [Accepted: 10/01/2024] [Indexed: 10/19/2024] Open
Abstract
A wealth of high-throughput biological data, of which omics constitute a significant fraction, has been made publicly available in repositories over the past decades. These data come in various formats and cover a range of species and research areas providing insights into the complexities of biological systems; the public repositories hosting these data serve as multifaceted resources. The potentially greater value of these data lies in their secondary utilization as the deployment of data science and artificial intelligence in biology advances. Here, we critically evaluate challenges in secondary data use, focusing on omics data of human embryonic kidney cell lines available in public repositories. The emerging issues are obstacles faced by secondary data users across diverse domains as they concern platforms and repositories, which accept deposition of data irrespective of their species type. The evolving landscape of data-driven research in biology prompts re-evaluation of open access data curation and submission procedures to ensure that these challenges do not impede novel research opportunities through data exploitation. This paper aims to draw attention to widespread issues with data reporting and encourages data owners to meticulously curate submissions to maximize not only their immediate research impact but also the long-term legacy of datasets.
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Affiliation(s)
- Eva Price
- Department of Biochemical Engineering, University College London, Gower Street, London WC1E 6BT, UK
| | - Felix Feyertag
- Oxford Biomedica (UK) Ltd, Windrush Court, Transport Way, Oxford OX4 6LT, UK
| | - Thomas Evans
- Oxford Biomedica (UK) Ltd, Windrush Court, Transport Way, Oxford OX4 6LT, UK
| | - James Miskin
- Oxford Biomedica (UK) Ltd, Windrush Court, Transport Way, Oxford OX4 6LT, UK
| | | | - Duygu Dikicioglu
- Department of Biochemical Engineering, University College London, Gower Street, London WC1E 6BT, UK
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Sinha S, Aggarwal S, Singh DV. Efflux pumps: gatekeepers of antibiotic resistance in Staphylococcus aureus biofilms. MICROBIAL CELL (GRAZ, AUSTRIA) 2024; 11:368-377. [PMID: 39568862 PMCID: PMC11576857 DOI: 10.15698/mic2024.11.839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 10/01/2024] [Accepted: 10/08/2024] [Indexed: 11/22/2024]
Abstract
Staphylococcus aureus, a versatile human pathogen, poses a significant challenge in healthcare settings due to its ability to develop antibiotic resistance and form robust biofilms. Understanding the intricate mechanisms underlying the antibiotic resistance is crucial for effective infection treatment and control. This comprehensive review delves into the multifaceted roles of efflux pumps in S. aureus, with a focus on their contribution to antibiotic resistance and biofilm formation. Efflux pumps, integral components of the bacterial cell membrane, are responsible for expelling a wide range of toxic substances, including antibiotics, from bacterial cells. By actively extruding antibiotics, these pumps reduce intracellular drug concentrations, rendering antibiotics less effective. Moreover, efflux pumps have emerged as significant contributors to both antibiotic resistance and biofilm formation in S. aureus. Biofilms, structured communities of bacterial cells embedded in a protective matrix, enable S. aureus to adhere to surfaces, evade host immune responses, and resist antibiotic therapy. Efflux pumps play a pivotal role in the development and maintenance of S. aureus biofilms. However, the interplay between efflux pumps, antibiotic resistance and biofilm formation remains unexplored in S. aureus. This review aims to elucidate the complex relationship between efflux pumps, antibiotic resistance and biofilm formation in S. aureus with the aim to aid in the development of potential therapeutic targets for combating S. aureus infections, especially those associated with biofilms. The insights provided herein may contribute to the advancement of novel strategies to overcome antibiotic resistance and disrupt biofilm formation in this clinically significant pathogen.
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Affiliation(s)
- Shweta Sinha
- Department of Biotechnology, School of Earth, Biological and Environmental Sciences, Central University of South Bihar Gaya, 824236 India
| | - Shifu Aggarwal
- Department of Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, 751023 India
- Current Address: Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts USA
| | - Durg Vijai Singh
- Department of Biotechnology, School of Earth, Biological and Environmental Sciences, Central University of South Bihar Gaya, 824236 India
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Yao Q, Tan W, Bai F. Gut microbiome and metabolomics in systemic sclerosis: feature, link and mechanisms. Front Immunol 2024; 15:1475528. [PMID: 39559369 PMCID: PMC11570262 DOI: 10.3389/fimmu.2024.1475528] [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: 08/04/2024] [Accepted: 10/14/2024] [Indexed: 11/20/2024] Open
Abstract
Systemic sclerosis (SSc) is a rare and highly heterogeneous chronic autoimmune disease characterized by multi-organ and tissue fibrosis, often accompanied by a poor prognosis and high mortality rates. The primary pathogenic mechanisms of SSc are considered to involve tissue fibrosis, autoimmune dysfunction, and microvascular abnormalities. Recent studies have shed light on the gut microbiota (GM) and metabolites in SSc patients, revealing their association with gastrointestinal symptoms and disease phenotypes. However, further elucidation is needed on the specific mechanisms underlying the interactions between GM, metabolites, and the immune system and their roles in the pathogenesis of SSc. This review outlines the characteristics of GM and metabolites in SSc patients, exploring their interrelationships and analyzing their correlations with the clinical phenotypes of SSc. The findings indicate that while the α-diversity of GM in SSc patients resembles that of healthy individuals, notable differences exist in the β-diversity and the abundance of specific bacterial genera, which are closely linked to gastrointestinal symptoms. Moreover, alterations in the levels of amino acids and lipid metabolites in SSc patients are prominently observed and significantly associated with clinical phenotypes. Furthermore, this review delves into the potential immunopathological mechanisms of GM and metabolites in SSc, emphasizing the critical role of interactions between GM, metabolites, and the immune system in comprehending the immunopathological processes of SSc. These insights may offer new scientific evidence for the development of future treatment strategies.
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Affiliation(s)
- Qicen Yao
- Department of Rheumatology and Immunology, The Second Affiliated Hospital of Hainan Medical University, Haikou, China
- Nanjing Medical University, Nanjing, China
| | - Wenfeng Tan
- Department of Rheumatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Feihu Bai
- Department of Gastroenterology, The Second Affiliated Hospital of Hainan Medical University, Haikou, China
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Hachemi H, Armengaud J, Grenga L, Pible O. LineageFilter: Improved Proteotyping of Complex Samples Using Metaproteomics and Machine Learning. J Proteome Res 2024; 23:5203-5208. [PMID: 39425684 DOI: 10.1021/acs.jproteome.4c00184] [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] [Indexed: 10/21/2024]
Abstract
Metaproteomics is a powerful tool to characterize how microbiota function by analyzing their proteic content by tandem mass spectrometry. Given the complexity of these samples, accurately assessing their taxonomical composition without prior information based solely on peptide sequences remains a challenge. Here, we present LineageFilter, a new python-based AI software for refined proteotyping of complex samples using metaproteomics interpreted data and machine learning. Given a tentative list of taxa, their abundances, and the scores associated with their identified peptides, LineageFilter computes a comprehensive set of features for each identified taxon at all taxonomical ranks. Its machine-learning model then assesses the likelihood of each taxon's presence based on these features, enabling improved proteotyping and sample-specific database construction.
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Affiliation(s)
- Hamid Hachemi
- Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, 30200 Bagnols-sur-Cèze, France
- Laboratoire Innovations Technologiques Pour la Détection et le Diagnostic (Li2D), Université de Montpellier, 30207 Bagnols sur Cèze, France
| | - Jean Armengaud
- Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, 30200 Bagnols-sur-Cèze, France
| | - Lucia Grenga
- Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, 30200 Bagnols-sur-Cèze, France
| | - Olivier Pible
- Département Médicaments et Technologies pour la Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, 30200 Bagnols-sur-Cèze, France
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Lee S, Arefaine B, Begum N, Stamouli M, Witherden E, Mohamad M, Harzandi A, Zamalloa A, Cai H, Williams R, Curtis MA, Edwards LA, Chokshi S, Mardinoglu A, Proctor G, Moyes DL, McPhail MJ, Shawcross DL, Uhlen M, Shoaie S, Patel VC. Oral-gut microbiome interactions in advanced cirrhosis: characterisation of pathogenic enterotypes and salivatypes, virulence factors and antimicrobial resistance. J Hepatol 2024:S0168-8278(24)02635-7. [PMID: 39447963 DOI: 10.1016/j.jhep.2024.09.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 09/11/2024] [Accepted: 09/30/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND & AIMS Cirrhosis complications are often triggered by bacterial infections with multidrug-resistant organisms. Alterations in the gut and oral microbiome in decompensated cirrhosis (DC) influence clinical outcomes. We interrogated: (i) gut and oral microbiome community structures, (ii) virulence factors (VFs) and antimicrobial resistance genes (ARGs) and (iii) oral-gut microbial overlap in patients with differing cirrhosis severity. METHODS Fifteen healthy controls (HCs), as well as 26 patients with stable cirrhosis (SC), 46 with DC, 14 with acute-on-chronic liver failure (ACLF) and 14 with severe infection without cirrhosis participated. Metagenomic sequencing was undertaken on paired saliva and faecal samples. 'Salivatypes' and 'enterotypes' based on genera clustering were assessed against cirrhosis severity and clinical parameters. VFs and ARGs were evaluated in oral and gut niches, and distinct resistotypes identified. RESULTS Salivatypes and enterotypes revealed a greater proportion of pathobionts with concomitant reduction in autochthonous genera with increasing cirrhosis severity and hyperammonaemia. Increasing overlap between oral and gut microbiome communities was observed in DC and ACLF vs. SC and HCs, independent of antimicrobial, beta-blocker and gastric acid-suppressing therapies. Two distinct gut microbiome clusters harboured genes encoding for the PTS (phosphoenolpyruvate:sugar phosphotransferase system) and other VFs in DC and ACLF. Substantial ARGs (oral: 1,218 and gut: 672) were detected (575 common to both sites). The cirrhosis resistome was distinct, with three oral and four gut resistotypes identified, respectively. DISCUSSION The degree of oral-gut microbial community overlap, frequency of VFs and ARGs all increase significantly with cirrhosis severity, with progressive dominance of pathobionts and loss of commensals. Despite similar antimicrobial exposure, patients with DC and ACLF have reduced microbial richness compared to patients with severe infection without cirrhosis, supporting the additive pathobiological effect of cirrhosis. IMPACT AND IMPLICATIONS This research underscores the crucial role of microbiome alterations in the progression of cirrhosis in an era of escalating multidrug resistant infections, highlighting the association and potential impact of increased oral-gut microbial overlap, virulence factors, and antimicrobial resistance genes on clinical outcomes. These findings are particularly significant for patients with decompensated cirrhosis and acute-on-chronic liver failure, as they reveal the intricate relationship between microbiome alterations and cirrhosis complications. This is relevant in the context of multidrug-resistant organisms and reduced oral-gut microbial diversity that exacerbate cirrhosis severity, drive hepatic decompensation and complicate treatment. For practical applications, these insights could guide the development of targeted microbiome-based therapeutics and personalised antimicrobial regimens for patients with cirrhosis to mitigate infectious complications and improve clinical outcomes.
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Affiliation(s)
- Sunjae Lee
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom; School of Life Sciences, Gwangju Institute of Science and Technology, Gwangju, 61005, Republic of Korea
| | - Bethlehem Arefaine
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Neelu Begum
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Marilena Stamouli
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Elizabeth Witherden
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Merianne Mohamad
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Azadeh Harzandi
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Ane Zamalloa
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Haizhuang Cai
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Roger Williams
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Michael A Curtis
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom; Dental Clinical Academic Group, King's Health Partners, United Kingdom
| | - Lindsey A Edwards
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Shilpa Chokshi
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Adil Mardinoglu
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom; Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, SE-171 21, Sweden
| | - Gordon Proctor
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom; Dental Clinical Academic Group, King's Health Partners, United Kingdom
| | - David L Moyes
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom
| | - Mark J McPhail
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom; Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Debbie L Shawcross
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom; Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Mathias Uhlen
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, SE-171 21, Sweden
| | - Saeed Shoaie
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom; Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, SE-171 21, Sweden.
| | - Vishal C Patel
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom; Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom.
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Cruz FVDS, Barbosa da Costa N, Juneau P. Non-pathogenic microbiome associated to aquatic plants and anthropogenic impacts on this interaction. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 948:174663. [PMID: 38992379 DOI: 10.1016/j.scitotenv.2024.174663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/22/2024] [Accepted: 07/07/2024] [Indexed: 07/13/2024]
Abstract
The microbiota associated with aquatic plants plays a crucial role in promoting plant growth and development. The structure of the plant microbiome is shaped by intricate interactions among hosts, microbes, and environmental factors. Consequently, anthropogenic pressures that disrupt these interactions can indirectly impact the ecosystem services provided by aquatic plants, such as CO2 fixation, provision of food resources, shelter to animals, nutrient cycling, and water purification. Presently, studies on plant-microbiota interactions primarily focus on terrestrial hosts and overlook aquatic environments with their unique microbiomes. Therefore, there is a pressing need for a comprehensive understanding of plant microbiomes in aquatic ecosystems. This review delves into the overall composition of the microbiota associated with aquatic plant, with a particular emphasis on bacterial communities, which have been more extensively studied. Subsequently, the functions provided by the microbiota to their aquatic plants hosts are explored, including the acquisition and mobilization of nutrients, production of auxin and related compounds, enhancement of photosynthesis, and protection against biotic and abiotic stresses. Additionally, the influence of anthropogenic stressors, such as climate change and aquatic contamination, on the interaction between microbiota and aquatic plants is discussed. Finally, knowledge gaps are highlighted and future directions in this field are suggested.
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Affiliation(s)
- Fernanda Vieira da Silva Cruz
- Ecotoxicology of Aquatic Microorganisms Laboratory, GRIL, EcotoQ, TOXEN, Department of Biological Sciences, Université du Québec à Montréal, Montréal Succ. Centre-Ville, H3C 3P8 Montréal, QC, Canada
| | - Naíla Barbosa da Costa
- Institut national de la recherche scientifique - Centre Eau Terre Environnement, 490 Couronne St, Québec City, Québec G1K 9A9, Canada
| | - Philippe Juneau
- Ecotoxicology of Aquatic Microorganisms Laboratory, GRIL, EcotoQ, TOXEN, Department of Biological Sciences, Université du Québec à Montréal, Montréal Succ. Centre-Ville, H3C 3P8 Montréal, QC, Canada.
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48
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Kruger K, Myeonghyun Y, van der Wielen N, Kok DE, Hooiveld GJ, Keshtkar S, Diepeveen-de Bruin M, Balvers MGJ, Grootte-Bromhaar M, Mudde K, Ly NTHN, Vermeiren Y, de Groot LCPGM, de Vos RCH, Gonzales GB, Steegenga WT, van Trijp MPH. Evaluation of inter- and intra-variability in gut health markers in healthy adults using an optimised faecal sampling and processing method. Sci Rep 2024; 14:24580. [PMID: 39427011 PMCID: PMC11490648 DOI: 10.1038/s41598-024-75477-z] [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: 07/26/2024] [Accepted: 10/07/2024] [Indexed: 10/21/2024] Open
Abstract
Despite advances in gut health research, the variability of important gut markers within individuals over time remains underexplored. We investigated the intra-individual variation of various faecal gut health markers using an optimised processing protocol aimed at reducing variability. Faecal samples from ten healthy adults over three consecutive days demonstrated marker-specific intra-individual coefficients of variation (CV%), namely: stool consistency (16.5%), water content (5.7%), pH (3.9%), total SCFAs (17.2%), total BCFAs (27.4%), total bacteria and fungi copies (40.6% and 66.7%), calprotectin and myeloperoxidase (63.8% and 106.5%), and untargeted metabolites (on average 40%). For thirteen microbiota genera, including Bifidobacterium and Akkermansia, variability exceeded 30%, whereas microbiota diversity was less variable (Phylogenetic Diversity 3.3%, Inverse Simpson 17.2%). Mill-homogenisation of frozen faeces significantly reduced the replicates CV% for total SCFAs (20.4-7.5%) and total BCFAs (15.9-7.8%), and untargeted metabolites compared to faecal hammering only, without altering mean concentrations. Our results show the potential need for repeated sampling to accurately represent specific gut health markers. We also demonstrated the effectiveness of optimised preprocessing of human stool samples in reducing overall analytical variability.
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Affiliation(s)
- Kirsten Kruger
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Yoou Myeonghyun
- Clinical Microbiomics, Copenhagen, Denmark
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Nicky van der Wielen
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Dieuwertje E Kok
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Guido J Hooiveld
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Shohreh Keshtkar
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | | | - Michiel G J Balvers
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Mechteld Grootte-Bromhaar
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Karin Mudde
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Nhien T H N Ly
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Yannick Vermeiren
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Lisette C P G M de Groot
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Ric C H de Vos
- Bioscience, Wageningen Plant Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Gerard Bryan Gonzales
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Wilma T Steegenga
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Mara P H van Trijp
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands.
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49
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Mancin L, Paoli A, Berry S, Gonzalez JT, Collins AJ, Lizarraga MA, Mota JF, Nicola S, Rollo I. Standardization of gut microbiome analysis in sports. Cell Rep Med 2024; 5:101759. [PMID: 39368478 PMCID: PMC11514603 DOI: 10.1016/j.xcrm.2024.101759] [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: 05/14/2024] [Revised: 08/09/2024] [Accepted: 09/10/2024] [Indexed: 10/07/2024]
Abstract
The gut microbiome plays a significant role in physiological functions such as nutrient processing, vitamin production, inflammatory response, and immune modulation, which, in turn, are important contributors to athlete health and performance. To date, the interpretation, discussion, and visualization of microbiome results of athletes are challenging, due to a lack of standard parameters and reference data for collection and comparison. The purpose of this perspective piece is to provide researchers with an easy-to-understand framework for the collection, analysis, and data management related to the gut microbiome with a specific focus on athletic populations. In the absence of a consensus on microbiome research in the sports field, we hope that these considerations serve as foundational "best practice." Adherence to these standard operating procedures will accelerate the path toward improving the quality of data and ultimately our understanding of the influence of the gut microbiome in sport settings.
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Affiliation(s)
- Laura Mancin
- Department of Biomedical Sciences, University of Padua, Padua, Italy; Human Inspired Technology Research Center HIT, University of Padua, Padua, Italy.
| | - Antonio Paoli
- Department of Biomedical Sciences, University of Padua, Padua, Italy; Human Inspired Technology Research Center HIT, University of Padua, Padua, Italy
| | - Sara Berry
- Department of Nutritional Sciences, King's College London, London, UK
| | | | - Adam J Collins
- Department for Health, University of Bath, BA2 7AY Bath, UK
| | | | - Joao Felipe Mota
- APC Microbiome Ireland, Department of Medicine, School of Microbiology, University College Cork, T12 YT20 Cork, Ireland
| | - Segata Nicola
- Centre for Integrative Biology, University of Trento, Trento, Italy
| | - Ian Rollo
- Gatorade Sports Science Institute, PepsiCo Life Sciences, Global R&D, Leicestershire, UK; School of Sports Exercise and Health Sciences, Loughborough University, Leicestershire, UK
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50
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Richardson M, Zhao S, Sheth RU, Lin L, Qu Y, Lee J, Moody T, Ricaurte D, Huang Y, Velez-Cortes F, Urtecho G, Wang HH. SAMPL-seq reveals micron-scale spatial hubs in the human gut microbiome. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.08.617108. [PMID: 39416120 PMCID: PMC11482894 DOI: 10.1101/2024.10.08.617108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
The local arrangement of microbes can profoundly impact community assembly, function, and stability. To date, little is known about the spatial organization of the human gut microbiome. Here, we describe a high-throughput and streamlined method, dubbed SAMPL-seq, that samples microbial composition of micron-scale sub-communities with split-and-pool barcoding to capture spatial colocalization in a complex consortium. SAMPL-seq analysis of the gut microbiome of healthy humans identified bacterial taxa pairs that consistently co-occurred both over time and across multiple individuals. These colocalized microbes organize into spatially distinct groups or "spatial hubs" dominated by Bacteroideceae, Ruminococceae, and Lachnospiraceae families. From a dietary perturbation using inulin, we observed reversible spatial rearrangement of the gut microbiome, where specific taxa form new local partnerships. Spatial metagenomics using SAMPL-seq can unlock new insights to improve the study of microbial communities.
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Affiliation(s)
- Miles Richardson
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Shijie Zhao
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Ravi U. Sheth
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Liyuan Lin
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Yiming Qu
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Jeongchan Lee
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Thomas Moody
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Deirdre Ricaurte
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Yiming Huang
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Florencia Velez-Cortes
- Department of Systems Biology, Columbia University, New York, NY, USA
- Integrated Program in Cellular, Molecular, and Biomedical Studies, Columbia University, New York, NY, USA
| | - Guillaume Urtecho
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Harris H. Wang
- Department of Systems Biology, Columbia University, New York, NY, USA
- Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
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