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Taguer M, Xiao J, Crawford R, Shi H, Cheng MP, Citron M, Hannigan GD, Kasper SH. Spatial recovery of the murine gut microbiota after antibiotics perturbation. mBio 2024:e0070724. [PMID: 38832780 DOI: 10.1128/mbio.00707-24] [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: 03/12/2024] [Accepted: 03/31/2024] [Indexed: 06/05/2024] Open
Abstract
Bacterial communities are highly complex, with interaction networks dictating ecosystem function. Bacterial interactions are constrained by the spatial organization of these microbial communities, yet studying the spatial organization of microbial communities at the single-cell level has been technically challenging. Here, we use the recently developed high-phylogenetic-resolution microbiota mapping by fluorescence in situ hybridization technology to image the gut microbiota at the species and single-cell level. We simultaneously image 63 different bacterial species to spatially characterize the perturbation and recovery of the gut microbiota to ampicillin and vancomycin in the cecum and distal colon of mice. To decipher the biology in this complex imaging data, we developed an analytical framework to characterize the spatial changes of the gut microbiota to a perturbation. The three-tiered analytical approach includes image-level diversity, pairwise colocalization analysis, and hypothesis-driven neighborhood analysis. Through this workflow, we identify biogeographic and antibiotic-based differences in the spatial organization of the gut microbiota. We demonstrate that the cecal microbiota has increased micrometer-scale diversity than the colon at baseline and recovers better from perturbation. Also, we identify potential foundation and keystone species that have high baseline neighborhood richness and that are associated with recovery from antibiotics. Through this workflow, we add a spatial layer to the characterization of bacterial communities and progress toward a better understanding of bacterial interactions leading to improved microbiome modulation strategies. IMPORTANCE Antibiotics have broad off-target effects on the gut microbiome. When the microbial community is unable to recover from antibiotics, it can lead to increased susceptibility to gastrointestinal infections and increased risk of immunological and metabolic diseases. In this study, we work to better understand how the gut microbiota recovers from antibiotics by employing a recent technology to image the entire bacterial community at once. Through this approach, we characterize the spatial changes in the gut microbiota after treatment with model antibiotics in both the cecum and colon of mice. We find antibiotic- and biogeographic-dependent spatial changes between bacterial species and that many of these spatial colocalizations do not recover to baseline levels even 35 days after antibiotic administration.
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Affiliation(s)
- M Taguer
- Discovery Immunology, MRL, Merck & Co., Inc., Cambridge, Massachusetts, USA
| | - J Xiao
- Infectious Diseases and Vaccine Research, MRL, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - R Crawford
- Informatics Technology, MRL, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - H Shi
- Kanvas Biosciences, Inc., Monmouth Junction, New Jersey, USA
| | - M P Cheng
- Kanvas Biosciences, Inc., Monmouth Junction, New Jersey, USA
| | - M Citron
- Infectious Diseases and Vaccine Research, MRL, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - G D Hannigan
- Informatics Technology, MRL, Merck & Co., Inc., Cambridge, Massachusetts, USA
| | - S H Kasper
- Discovery Immunology, MRL, Merck & Co., Inc., Cambridge, Massachusetts, USA
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Galanis A. Shaping the Future of Probiotics: Novel Methodologies, Applications, and Mechanisms of Action. Microorganisms 2023; 12:73. [PMID: 38257900 PMCID: PMC10818320 DOI: 10.3390/microorganisms12010073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 01/24/2024] Open
Abstract
Probiotics are defined as live microorganisms that, when consumed in appropriate amounts, can promote host homeostasis, and induce health-promoting effects [...].
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Affiliation(s)
- Alex Galanis
- Department of Molecular Biology and Genetics, Faculty of Health Sciences, Democritus University of Thrace, 68100 Alexandroupolis, Greece
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Wang M, Zheng H, Wang S, Luo H, Li Z, Song X, Xu H, Li P, Sun S, Wang Y, Yuan Z. Comparative analysis of changes in diarrhea and gut microbiota in Beigang pigs. Microb Pathog 2023; 185:106441. [PMID: 37944676 DOI: 10.1016/j.micpath.2023.106441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/30/2023] [Accepted: 11/03/2023] [Indexed: 11/12/2023]
Abstract
Increasing evidence indicated that the gut microbiota is a large and complex organic combination, which is closely related to the host health. Diarrhea is a disease with devastating effects on livestock that has been demonstrated to be associated with gut microbiota. Currently, studies on gut microbiota and diarrhea have involved multiple species, but changes in gut microbiota of Beigang pigs during diarrhea have not been characterized. Here, we described gut microbial changes of Beigang pigs during diarrhea. Results indicated that a total of 4423 OTUs were recognized in diarrheic and healthy Beigang pigs, and Firmicutes and Bacteroidota were the most dominant phyla regardless of health status. However, the major components of the gut microbiota changed between diarrheic and healthy Beigang pigs. Bacterial taxonomic analysis revealed that the relative abundances of 3 phyla (Synergistota, Actinobacteriota and Spirochaetota) and 30 genera increased significantly during diarrhea, whereas the relative abundances of 3 phyla (Patescibacteria, Bacteroidota and Fibrobacterota) and 41 genera decreased significantly. In conclusion, this study found significant changes in the gut microbiota of Beigang pigs during diarrhea. Meanwhile, this also lays the foundation for the prevention and treatment of diarrhea in Beigang pigs and the further discovery of more anti-diarrhea probiotics.
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Affiliation(s)
- Meng Wang
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China; College of Veterinary Medicine, Yangzhou University, Yangzhou, China
| | - Hao Zheng
- College of Veterinary Medicine, Yangzhou University, Yangzhou, China; Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou, China
| | - Shuaiwei Wang
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Houqiang Luo
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Ziwei Li
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Xianzhang Song
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Hongxi Xu
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Peide Li
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Siyu Sun
- College of Animal Science, Wenzhou Vocational College of Science and Technology, Wenzhou, 325006, China
| | - Yan Wang
- Tibet Livestock Research Institute, Tibet Academy of Agriculture and Animal Science, Lhasa, 850009, China.
| | - Zhenjie Yuan
- Tibet Livestock Research Institute, Tibet Academy of Agriculture and Animal Science, Lhasa, 850009, China.
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Mejia ME, Mercado-Evans V, Zulk JJ, Ottinger S, Ruiz K, Ballard MB, Fowler SW, Britton RA, Patras KA. Vaginal microbial dynamics and pathogen colonization in a humanized microbiota mouse model. NPJ Biofilms Microbiomes 2023; 9:87. [PMID: 37985659 PMCID: PMC10661851 DOI: 10.1038/s41522-023-00454-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 11/06/2023] [Indexed: 11/22/2023] Open
Abstract
Vaginal microbial composition is associated with differential risk of urogenital infection. Although Lactobacillus spp. are thought to confer protection against infection, the lack of in vivo models resembling the human vaginal microbiota remains a prominent barrier to mechanistic discovery. Using 16S rRNA amplicon sequencing of C57BL/6J female mice, we found that vaginal microbial composition varies within and between colonies across three vivaria. Noting vaginal microbial plasticity in conventional mice, we assessed the vaginal microbiome of humanized microbiota mice (HMbmice). Like the community structure in conventional mice, HMbmice vaginal microbiota clustered into community state types but, uniquely, HMbmice communities were frequently dominated by Lactobacillus or Enterobacteriaceae. Compared to conventional mice, HMbmice were less susceptible to uterine ascension by urogenital pathobionts group B Streptococcus (GBS) and Prevotella bivia. Although Escherichia and Lactobacillus both correlated with the absence of uterine GBS, vaginal pre-inoculation with exogenous HMbmouse-derived E. coli, but not Ligilactobacillus murinus, reduced vaginal GBS burden. Overall, HMbmice serve as a useful model to elucidate the role of endogenous microbes in conferring protection against urogenital pathogens.
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Affiliation(s)
- Marlyd E Mejia
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Vicki Mercado-Evans
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Medical Scientist Training Program, Baylor College of Medicine, Houston, TX, USA
| | - Jacob J Zulk
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Samantha Ottinger
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Korinna Ruiz
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Mallory B Ballard
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Stephanie W Fowler
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Center for Comparative Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Robert A Britton
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA
| | - Kathryn A Patras
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA.
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, TX, USA.
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