1
|
Ni M, Fan Y, Liu Y, Li Y, Qiao W, Davey LE, Zhang XS, Ksiezarek M, Mead EA, Tourancheau A, Jiang W, Blaser MJ, Valdivia RH, Fang G. Epigenetic phase variation in the gut microbiome enhances bacterial adaptation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.11.632565. [PMID: 39829898 PMCID: PMC11741434 DOI: 10.1101/2025.01.11.632565] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
The human gut microbiome within the gastrointestinal tract continuously adapts to variations in diet, medications, and host physiology. A strategy for bacterial genetic adaptation is epigenetic phase variation (ePV) mediated by bacterial DNA methylation, which can regulate gene expression, enhance clonal heterogeneity, and enable a single bacterial strain to exhibit variable phenotypic states. Genome-wide and site-specific ePVs have been characterized in human pathogens' antigenic variation and virulence factor production. However, the role of ePV in facilitating adaptation within the human microbiome remains poorly understood. Here, we comprehensively cataloged genome-wide and site-specific ePV in human infant and adult gut microbiomes. First, using long-read metagenomic sequencing, we detected genome-wide ePV mediated by complex structural variations of DNA methyltransferases, highlighting those associated with antibiotics or fecal microbiota transplantation. Second, we analyzed a collection of public short-read metagenomic sequencing datasets, uncovering a great prevalence of genome-wide ePV in the human gut microbiome. Third, we quantitatively detected site-specific ePVs using single-molecule methylation analysis to identify dynamic variation associated with antibiotic treatment or probiotic engraftment. Finally, we performed an in-depth assessment of an Akkermansia muciniphila isolate from an infant, highlighting that ePVs can regulate gene expression and enhance the bacterial adaptive capacity by employing a bet-hedging strategy to increase tolerance to differing antibiotics. Our findings indicate that epigenetic modifications are a common strategy used by gut bacteria to adapt to the fluctuating environment.
Collapse
Affiliation(s)
- Mi Ni
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yu Fan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yujie Liu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yangmei Li
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Wanjin Qiao
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lauren E. Davey
- Department of Integrative Immunobiology, Duke Microbiome Center, Duke University School of Medicine, Durham, NC, USA
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
| | - Xue-Song Zhang
- Center for Advanced Biotechnology and Medicine, Rutgers University, New Brunswick, NJ, USA
| | - Magdalena Ksiezarek
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Edward A. Mead
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alan Tourancheau
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Wenyan Jiang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Martin J. Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, New Brunswick, NJ, USA
| | - Raphael H. Valdivia
- Department of Integrative Immunobiology, Duke Microbiome Center, Duke University School of Medicine, Durham, NC, USA
| | - Gang Fang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| |
Collapse
|
2
|
Heidrich V, Valles-Colomer M, Segata N. Human microbiome acquisition and transmission. Nat Rev Microbiol 2025:10.1038/s41579-025-01166-x. [PMID: 40119155 DOI: 10.1038/s41579-025-01166-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2025] [Indexed: 03/24/2025]
Abstract
As humans, we host personal microbiomes intricately connected to our biology and health. Far from being isolated entities, our microbiomes are dynamically shaped by microbial exchange with the surroundings, in lifelong microbiome acquisition and transmission processes. In this Review, we explore recent studies on how our microbiomes are transmitted, beginning at birth and during interactions with other humans and the environment. We also describe the key methodological aspects of transmission inference, based on the uniqueness of the building blocks of the microbiome - single microbial strains. A better understanding of human microbiome transmission will have implications for studies of microbial host regulation, of microbiome-associated diseases, and for effective microbiome-targeting strategies. Besides exchanging strains with other humans, there is also preliminary evidence we acquire microorganisms from animals and food, and thus a complete understanding of microbiome acquisition and transmission can only be attained by adopting a One Health perspective.
Collapse
Affiliation(s)
| | | | - Nicola Segata
- Department CIBIO, University of Trento, Trento, Italy.
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.
- Department of Twins Research and Genetic Epidemiology, King's College London, London, UK.
| |
Collapse
|
3
|
Andreani NA, Unterweger D, Schreiber S, Baines JF. Evolutionary Medicine for Chronic Inflammatory Diseases of the Gut: More Than a Clinical Fantasy? Gastroenterology 2025; 168:439-443. [PMID: 39426489 DOI: 10.1053/j.gastro.2024.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/11/2024] [Accepted: 10/15/2024] [Indexed: 10/21/2024]
Affiliation(s)
- Nadia Andrea Andreani
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany; Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Daniel Unterweger
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany; Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Department of Medicine I, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany; Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel University, Kiel, Germany
| | - John F Baines
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany; Max Planck Institute for Evolutionary Biology, Plön, Germany
| |
Collapse
|
4
|
Lim B, Xu J, Wierzbicki IH, Gonzalez CG, Chen Z, Gonzalez DJ, Gao X, Goodman AL. A human gut bacterium antagonizes neighboring bacteria by altering their protein-folding ability. Cell Host Microbe 2025; 33:200-217.e24. [PMID: 39909037 PMCID: PMC11931560 DOI: 10.1016/j.chom.2025.01.008] [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: 10/14/2024] [Revised: 01/06/2025] [Accepted: 01/14/2025] [Indexed: 02/07/2025]
Abstract
Antagonistic interactions play a key role in determining microbial community dynamics. Here, we report that one of the most widespread contact-dependent effectors in human gut microbiomes, Bte1, directly targets the PpiD-YfgM periplasmic chaperone complex in related microbes. Structural, biochemical, and genetic characterization of this interaction reveals that Bte1 reverses the activity of the chaperone complex, promoting substrate aggregation and toxicity. Using Bacteroides, we show that Bte1 is active in the mammalian gut, conferring a fitness advantage to expressing strains. Recipient cells targeted by Bte1 exhibit sensitivity to membrane-compromising conditions, and human gut microbes can use this effector to exploit pathogen-induced inflammation in the gut. Further, Bte1 allelic variation in gut metagenomes provides evidence for an arms race between Bte1-encoding and immunity-encoding strains in humans. Together, these studies demonstrate that human gut microbes alter the protein-folding capacity of neighboring cells and suggest strategies for manipulating community dynamics.
Collapse
Affiliation(s)
- Bentley Lim
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT 06536, USA
| | - Jinghua Xu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Igor H Wierzbicki
- Department of Pharmacology and the Skaggs School of Pharmacy and Pharmaceutical Sciences, Center of Microbiome Innovation, University of California, San Diego, La Jolla, San Diego, CA 92093, USA
| | - Carlos G Gonzalez
- Department of Pharmacology and the Skaggs School of Pharmacy and Pharmaceutical Sciences, Center of Microbiome Innovation, University of California, San Diego, La Jolla, San Diego, CA 92093, USA
| | - Zhe Chen
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - David J Gonzalez
- Department of Pharmacology and the Skaggs School of Pharmacy and Pharmaceutical Sciences, Center of Microbiome Innovation, University of California, San Diego, La Jolla, San Diego, CA 92093, USA
| | - Xiang Gao
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Andrew L Goodman
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT 06536, USA.
| |
Collapse
|
5
|
Huang KD, Müller M, Sivapornnukul P, Bielecka AA, Amend L, Tawk C, Lesker TR, Hahn A, Strowig T. Dietary selective effects manifest in the human gut microbiota from species composition to strain genetic makeup. Cell Rep 2024; 43:115067. [PMID: 39673707 DOI: 10.1016/j.celrep.2024.115067] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 10/10/2024] [Accepted: 11/22/2024] [Indexed: 12/16/2024] Open
Abstract
Diet significantly influences the human gut microbiota, a key player in health. We analyzed shotgun metagenomic sequencing data from healthy individuals with long-term dietary patterns-vegan, flexitarian, or omnivore-and included detailed dietary surveys and blood biomarkers. Dietary patterns notably affected the bacterial community composition by altering the relative abundances of certain species but had a minimal impact on microbial functional repertoires. However, diet influenced microbial functionality at the strain level, with diet type linked to strain genetic variations. We also found molecular signatures of selective pressure in species enriched by specific diets. Notably, species enriched in omnivores exhibited stronger positive selection, such as multiple iron-regulating genes in the meat-favoring bacterium Odoribacter splanchnicus, an effect that was also validated in independent cohorts. Our findings offer insights into how diet shapes species and genetic diversity in the human gut microbiota.
Collapse
Affiliation(s)
- Kun D Huang
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Mattea Müller
- Institute of Food Science and Nutrition, Leibniz University of Hannover, Hannover, Germany
| | - Pavaret Sivapornnukul
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany; Center of Excellence in Systems Microbiology (CESM), Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Agata Anna Bielecka
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Lena Amend
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Caroline Tawk
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Till-Robin Lesker
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Andreas Hahn
- Institute of Food Science and Nutrition, Leibniz University of Hannover, Hannover, Germany
| | - Till Strowig
- Department of Microbial Immune Regulation, Helmholtz Centre for Infection Research, Braunschweig, Germany; Hannover Medical School (MHH), Hannover, Germany; Centre for Individualized Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and the Hannover Medical School (MHH), Hannover, Germany.
| |
Collapse
|
6
|
Culp EJ, Nelson NT, Verdegaal AA, Goodman AL. Microbial transformation of dietary xenobiotics shapes gut microbiome composition. Cell 2024; 187:6327-6345.e20. [PMID: 39321800 PMCID: PMC11531382 DOI: 10.1016/j.cell.2024.08.038] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 02/23/2024] [Accepted: 08/20/2024] [Indexed: 09/27/2024]
Abstract
Diet is a major determinant of gut microbiome composition, and variation in diet-microbiome interactions may contribute to variation in their health consequences. To mechanistically understand these relationships, here we map interactions between ∼150 small-molecule dietary xenobiotics and the gut microbiome, including the impacts of these compounds on community composition, the metabolic activities of human gut microbes on dietary xenobiotics, and interindividual variation in these traits. Microbial metabolism can toxify and detoxify these compounds, producing emergent interactions that explain community-specific remodeling by dietary xenobiotics. We identify the gene and enzyme responsible for detoxification of one such dietary xenobiotic, resveratrol, and demonstrate that this enzyme contributes to interindividual variation in community remodeling by resveratrol. Together, these results systematically map interactions between dietary xenobiotics and the gut microbiome and connect toxification and detoxification to interpersonal differences in microbiome response to diet.
Collapse
Affiliation(s)
- Elizabeth J Culp
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT, USA
| | - Nora T Nelson
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew A Verdegaal
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew L Goodman
- Department of Microbial Pathogenesis and Microbial Sciences Institute, Yale University School of Medicine, New Haven, CT, USA.
| |
Collapse
|
7
|
McEnany J, Good BH. Predicting the first steps of evolution in randomly assembled communities. Nat Commun 2024; 15:8495. [PMID: 39353888 PMCID: PMC11445446 DOI: 10.1038/s41467-024-52467-3] [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: 01/22/2024] [Accepted: 09/07/2024] [Indexed: 10/03/2024] Open
Abstract
Microbial communities can self-assemble into highly diverse states with predictable statistical properties. However, these initial states can be disrupted by rapid evolution of the resident strains. When a new mutation arises, it competes for resources with its parent strain and with the other species in the community. This interplay between ecology and evolution is difficult to capture with existing community assembly theory. Here, we introduce a mathematical framework for predicting the first steps of evolution in large randomly assembled communities that compete for substitutable resources. We show how the fitness effects of new mutations and the probability that they coexist with their parent depends on the size of the community, the saturation of its niches, and the metabolic overlap between its members. We find that successful mutations are often able to coexist with their parent strains, even in saturated communities with low niche availability. At the same time, these invading mutants often cause extinctions of metabolically distant species. Our results suggest that even small amounts of evolution can produce distinct genetic signatures in natural microbial communities.
Collapse
Affiliation(s)
- John McEnany
- Biophysics Program, Stanford University, Stanford, CA, USA
| | - Benjamin H Good
- Department of Applied Physics, Stanford University, Stanford, CA, USA.
- Department of Biology, Stanford University, Stanford, CA, USA.
- Chan Zuckerberg Biohub - San Francisco, San Francisco, CA, USA.
| |
Collapse
|
8
|
McEnany J, Good BH. Predicting the First Steps of Evolution in Randomly Assembled Communities. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.15.571925. [PMID: 38168431 PMCID: PMC10760118 DOI: 10.1101/2023.12.15.571925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Microbial communities can self-assemble into highly diverse states with predictable statistical properties. However, these initial states can be disrupted by rapid evolution of the resident strains. When a new mutation arises, it competes for resources with its parent strain and with the other species in the community. This interplay between ecology and evolution is difficult to capture with existing community assembly theory. Here, we introduce a mathematical framework for predicting the first steps of evolution in large randomly assembled communities that compete for substitutable resources. We show how the fitness effects of new mutations and the probability that they coexist with their parent depends on the size of the community, the saturation of its niches, and the metabolic overlap between its members. We find that successful mutations are often able to coexist with their parent strains, even in saturated communities with low niche availability. At the same time, these invading mutants often cause extinctions of metabolically distant species. Our results suggest that even small amounts of evolution can produce distinct genetic signatures in natural microbial communities.
Collapse
Affiliation(s)
- John McEnany
- Biophysics Program, Stanford University, Stanford, CA 94305, USA
| | - Benjamin H. Good
- Department of Applied Physics, Stanford University, Stanford, CA 94305, USA
- Department of Biology, Stanford University, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA 94158, USA
| |
Collapse
|
9
|
Xie X, Chen X, Zhang S, Liu J, Zhang W, Cao Y. Neutralizing gut-derived lipopolysaccharide as a novel therapeutic strategy for severe leptospirosis. eLife 2024; 13:RP96065. [PMID: 38818711 PMCID: PMC11142641 DOI: 10.7554/elife.96065] [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] [Indexed: 06/01/2024] Open
Abstract
Leptospirosis is an emerging infectious disease caused by pathogenic Leptospira spp. Humans and some mammals can develop severe forms of leptospirosis accompanied by a dysregulated inflammatory response, which often results in death. The gut microbiota has been increasingly recognized as a vital element in systemic health. However, the precise role of the gut microbiota in severe leptospirosis is still unknown. Here, we aimed to explore the function and potential mechanisms of the gut microbiota in a hamster model of severe leptospirosis. Our study showed that leptospires were able to multiply in the intestine, cause pathological injury, and induce intestinal and systemic inflammatory responses. 16S rRNA gene sequencing analysis revealed that Leptospira infection changed the composition of the gut microbiota of hamsters with an expansion of Proteobacteria. In addition, gut barrier permeability was increased after infection, as reflected by a decrease in the expression of tight junctions. Translocated Proteobacteria were found in the intestinal epithelium of moribund hamsters, as determined by fluorescence in situ hybridization, with elevated lipopolysaccharide (LPS) levels in the serum. Moreover, gut microbiota depletion reduced the survival time, increased the leptospiral load, and promoted the expression of proinflammatory cytokines after Leptospira infection. Intriguingly, fecal filtration and serum from moribund hamsters both increased the transcription of TNF-α, IL-1β, IL-10, and TLR4 in macrophages compared with those from uninfected hamsters. These stimulating activities were inhibited by LPS neutralization using polymyxin B. Based on our findings, we identified an LPS neutralization therapy that significantly improved the survival rates in severe leptospirosis when used in combination with antibiotic therapy or polyclonal antibody therapy. In conclusion, our study not only uncovers the role of the gut microbiota in severe leptospirosis but also provides a therapeutic strategy for severe leptospirosis.
Collapse
Affiliation(s)
- Xufeng Xie
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
| | - Xi Chen
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
| | - Shilei Zhang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
| | - Jiuxi Liu
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
| | - Wenlong Zhang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
| | - Yongguo Cao
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin UniversityJilinChina
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonosis Research of the Ministry of Education, Institute of Zoonosis, and College of Veterinary Medicine, Jilin UniversityChangchunChina
| |
Collapse
|
10
|
Wong DPGH, Good BH. Quantifying the adaptive landscape of commensal gut bacteria using high-resolution lineage tracking. Nat Commun 2024; 15:1605. [PMID: 38383538 PMCID: PMC10881964 DOI: 10.1038/s41467-024-45792-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 02/05/2024] [Indexed: 02/23/2024] Open
Abstract
Gut microbiota can adapt to their host environment by rapidly acquiring new mutations. However, the dynamics of this process are difficult to characterize in dominant gut species in their complex in vivo environment. Here we show that the fine-scale dynamics of genome-wide transposon libraries can enable quantitative inferences of these in vivo evolutionary forces. By analyzing >400,000 lineages across four human Bacteroides strains in gnotobiotic mice, we observed positive selection on thousands of cryptic variants - most of which were unrelated to their original gene knockouts. The spectrum of fitness benefits varied between species, and displayed diverse tradeoffs over time and in different dietary conditions, enabling inferences of their underlying function. These results suggest that within-host adaptations arise from an intense competition between numerous contending variants, which can strongly influence their emergent evolutionary tradeoffs.
Collapse
Affiliation(s)
- Daniel P G H Wong
- Department of Applied Physics, Stanford University, Stanford, CA, 94305, USA
| | - Benjamin H Good
- Department of Applied Physics, Stanford University, Stanford, CA, 94305, USA.
- Department of Biology, Stanford University, Stanford, CA, 94305, USA.
- Chan Zuckerberg Biohub-San Francisco, San Francisco, CA, 94158, USA.
| |
Collapse
|
11
|
Yang Y, Ke Y, Liu X, Zhang Z, Zhang R, Tian F, Zhi L, Zhao G, Lv B, Hua S, Wu H. Navigating the B vitamins: Dietary diversity, microbial synthesis, and human health. Cell Host Microbe 2024; 32:12-18. [PMID: 38211561 DOI: 10.1016/j.chom.2023.12.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/09/2023] [Accepted: 12/12/2023] [Indexed: 01/13/2024]
Abstract
B vitamins are intricately involved in various physiological processes vital for health. Their significance is complicated by the heterogeneous landscape of B vitamin distribution in diets and the contributions of the gut microbiota. Here, we delve into the impact of these factors on B vitamins and introduce strategies, with a focus on microbiota-based therapeutic options, to enhance their availability for improved well-being. Additionally, we provide an ecological and evolutionary perspective on the importance of B vitamins to human-microbiota interactions. In the dynamic realms of nutrition and microbiome science, these essential micronutrients continue to play a fundamental role in our understanding of disease development.
Collapse
Affiliation(s)
- Yudie Yang
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Yize Ke
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Xinyan Liu
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Zhidong Zhang
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China; College of Life Sciences, Inner Mongolia University, Hohhot 010070, China
| | - Rongji Zhang
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China; College of Life Sciences, Inner Mongolia University, Hohhot 010070, China
| | - Fang Tian
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Luqian Zhi
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Guoping Zhao
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China
| | - Bomin Lv
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China.
| | - Sha Hua
- Department of Cardiovascular Medicine, Heart Failure Center, Ruijin Hospital Lu Wan Branch, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
| | - Hao Wu
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, School of Life Sciences, and Human Phenome Institute, Fudan University, Shanghai 200433, China; Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China.
| |
Collapse
|
12
|
Unni R, Andreani NA, Vallier M, Heinzmann SS, Taubenheim J, Guggeis MA, Tran F, Vogler O, Künzel S, Hövener JB, Rosenstiel P, Kaleta C, Dempfle A, Unterweger D, Baines JF. Evolution of E. coli in a mouse model of inflammatory bowel disease leads to a disease-specific bacterial genotype and trade-offs with clinical relevance. Gut Microbes 2023; 15:2286675. [PMID: 38059748 PMCID: PMC10730162 DOI: 10.1080/19490976.2023.2286675] [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: 09/04/2023] [Accepted: 11/17/2023] [Indexed: 12/08/2023] Open
Abstract
Inflammatory bowel disease (IBD) is a persistent inflammatory condition that affects the gastrointestinal tract and presents significant challenges in its management and treatment. Despite the knowledge that within-host bacterial evolution occurs in the intestine, the disease has rarely been studied from an evolutionary perspective. In this study, we aimed to investigate the evolution of resident bacteria during intestinal inflammation and whether- and how disease-related bacterial genetic changes may present trade-offs with potential therapeutic importance. Here, we perform an in vivo evolution experiment of E. coli in a gnotobiotic mouse model of IBD, followed by multiomic analyses to identify disease-specific genetic and phenotypic changes in bacteria that evolved in an inflamed versus a non-inflamed control environment. Our results demonstrate distinct evolutionary changes in E. coli specific to inflammation, including a single nucleotide variant that independently reached high frequency in all inflamed mice. Using ex vivo fitness assays, we find that these changes are associated with a higher fitness in an inflamed environment compared to isolates derived from non-inflamed mice. Further, using large-scale phenotypic assays, we show that bacterial adaptation to inflammation results in clinically relevant phenotypes, which intriguingly include collateral sensitivity to antibiotics. Bacterial evolution in an inflamed gut yields specific genetic and phenotypic signatures. These results may serve as a basis for developing novel evolution-informed treatment approaches for patients with intestinal inflammation.
Collapse
Affiliation(s)
- Rahul Unni
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - Nadia Andrea Andreani
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - Marie Vallier
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - Silke S. Heinzmann
- Research Unit Analytical BioGeoChemistry, Helmholtz Munich, Neuherberg, Germany
| | - Jan Taubenheim
- Research Group Medical Systems Biology, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - Martina A. Guggeis
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Florian Tran
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Olga Vogler
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Sven Künzel
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Jan-Bernd Hövener
- Section Biomedical Imaging, Molecular Imaging North Competence Center (MOIN CC), Department of Radiology and Neuroradiology, University Medical Center Kiel, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Christoph Kaleta
- Research Group Medical Systems Biology, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - Astrid Dempfle
- Institute of Medical Informatics and Statistics, Kiel University, Kiel, Germany
| | - Daniel Unterweger
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| | - John F. Baines
- Section Evolutionary Medicine, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Section of Evolutionary Medicine, Institute for Experimental Medicine, Kiel University, Kiel, Germany
| |
Collapse
|
13
|
Wu X, Li P, Wang W, Xu J, Ai R, Wen Q, Cui B, Zhang F. The Underlying Changes in Serum Metabolic Profiles and Efficacy Prediction in Patients with Extensive Ulcerative Colitis Undergoing Fecal Microbiota Transplantation. Nutrients 2023; 15:3340. [PMID: 37571277 PMCID: PMC10421017 DOI: 10.3390/nu15153340] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/18/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
(1) Background: Fecal microbiota transplantation (FMT) is an effective treatment for ulcerative colitis (UC). Metabolomic techniques would assist physicians in clinical decision-making. (2) Methods: Patients with active UC undergoing FMT were enrolled in the study and monitored for 3 months. We explored short-term changes in the serum metabolic signatures of groups and the association between baseline serum metabolomic profiles and patient outcomes. (3) Results: Forty-four eligible patients were included in the analysis. Of them, 50.0% and 29.5% achieved clinical response and clinical remission, respectively, 3 months post-FMT. The top two significantly altered pathways in the response group were vitamin B6 metabolism and aminoacyl-tRNA biosynthesis. Both the remission and response groups exhibited an altered and enriched pathway for the biosynthesis of primary bile acid. We found a clear separation between the remission and non-remission groups at baseline, characterized by the higher levels of glycerophosphocholines, glycerophospholipids, and glycerophosphoethanolamines in the remission group. A random forest (RF) classifier was constructed with 20 metabolic markers selected by the Boruta method to predict clinical remission 3 months post-FMT, with an area under the curve of 0.963. (4) Conclusions: FMT effectively induced a response in patients with active UC, with metabolites partially improving post-FMT in the responsive group. A promising role of serum metabolites in the non-invasive prediction of FMT efficacy for UC demonstrated the value of metabolome-informed FMT in managing UC.
Collapse
Affiliation(s)
- Xia Wu
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Pan Li
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Weihong Wang
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Jie Xu
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Rujun Ai
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Quan Wen
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Bota Cui
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| | - Faming Zhang
- Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China; (X.W.); (P.L.); (W.W.); (J.X.); (R.A.); (Q.W.); (B.C.)
- Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China
| |
Collapse
|
14
|
|